Task 7558018
| Name | ParityModified-1631726157-12585-1_3 |
| Workunit | 5057929 |
| Created | 24 Sep 2021, 3:04:41 UTC |
| Sent | 24 Sep 2021, 4:28:48 UTC |
| Report deadline | 1 Oct 2021, 4:28:48 UTC |
| Received | 24 Sep 2021, 10:31:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 1 hours 12 min 14 sec |
| CPU time | 1 hours 12 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.17</core_client_version> <![CDATA[ <stderr_txt> -24 06:13:01 main:581] : INFO : Epoch 1538 | loss: 0.0311084 | val_loss: 0.0312034 | Time: 1895.92 ms [2021-09-24 06:13:03 main:581] : INFO : Epoch 1539 | loss: 0.0311053 | val_loss: 0.0312001 | Time: 1956.11 ms [2021-09-24 06:13:05 main:581] : INFO : Epoch 1540 | loss: 0.0311064 | val_loss: 0.0312185 | Time: 2091.27 ms [2021-09-24 06:13:07 main:581] : INFO : Epoch 1541 | loss: 0.0311083 | val_loss: 0.0311894 | Time: 2200.12 ms [2021-09-24 06:13:09 main:581] : INFO : Epoch 1542 | loss: 0.0311105 | val_loss: 0.0311921 | Time: 2123.3 ms [2021-09-24 06:13:12 main:581] : INFO : Epoch 1543 | loss: 0.031111 | val_loss: 0.031196 | Time: 2259.71 ms [2021-09-24 06:13:14 main:581] : INFO : Epoch 1544 | loss: 0.0311058 | val_loss: 0.0312032 | Time: 2163.29 ms [2021-09-24 06:13:16 main:581] : INFO : Epoch 1545 | loss: 0.0311092 | val_loss: 0.0311995 | Time: 2117.18 ms [2021-09-24 06:13:18 main:581] : INFO : Epoch 1546 | loss: 0.0311101 | val_loss: 0.0311986 | Time: 2429.11 ms [2021-09-24 06:13:20 main:581] : INFO : Epoch 1547 | loss: 0.0311511 | val_loss: 0.0311831 | Time: 2040.23 ms [2021-09-24 06:13:23 main:581] : INFO : Epoch 1548 | loss: 0.0311377 | val_loss: 0.0311871 | Time: 2240.23 ms [2021-09-24 06:13:25 main:581] : INFO : Epoch 1549 | loss: 0.0311298 | val_loss: 0.0311806 | Time: 2000.31 ms [2021-09-24 06:13:27 main:581] : INFO : Epoch 1550 | loss: 0.0311273 | val_loss: 0.0311826 | Time: 2218.55 ms [2021-09-24 06:13:29 main:581] : INFO : Epoch 1551 | loss: 0.0311213 | val_loss: 0.0311852 | Time: 2263.63 ms [2021-09-24 06:13:31 main:581] : INFO : Epoch 1552 | loss: 0.0311168 | val_loss: 0.0311943 | Time: 2011.54 ms [2021-09-24 06:13:33 main:581] : INFO : Epoch 1553 | loss: 0.031117 | val_loss: 0.0311981 | Time: 2092.93 ms [2021-09-24 06:13:36 main:581] : INFO : Epoch 1554 | loss: 0.0311153 | val_loss: 0.031186 | Time: 2362.82 ms [2021-09-24 06:13:38 main:581] : INFO : Epoch 1555 | loss: 0.0311183 | val_loss: 0.0311931 | Time: 2379.64 ms [2021-09-24 06:13:40 main:581] : INFO : Epoch 1556 | loss: 0.0311114 | val_loss: 0.0311868 | Time: 2095.27 ms [2021-09-24 06:13:42 main:581] : INFO : Epoch 1557 | loss: 0.0311089 | val_loss: 0.0312088 | Time: 2099.29 ms [2021-09-24 06:13:44 main:581] : INFO : Epoch 1558 | loss: 0.0311104 | val_loss: 0.031198 | Time: 2314.96 ms [2021-09-24 06:13:47 main:581] : INFO : Epoch 1559 | loss: 0.0311094 | val_loss: 0.0311943 | Time: 2478.17 ms [2021-09-24 06:13:49 main:581] : INFO : Epoch 1560 | loss: 0.0311099 | val_loss: 0.0311961 | Time: 2497.74 ms [2021-09-24 06:13:51 main:581] : INFO : Epoch 1561 | loss: 0.031112 | val_loss: 0.0311859 | Time: 2027.6 ms [2021-09-24 06:13:54 main:581] : INFO : Epoch 1562 | loss: 0.0311134 | val_loss: 0.0311924 | Time: 2317.11 ms [2021-09-24 06:13:56 main:581] : INFO : Epoch 1563 | loss: 0.0311073 | val_loss: 0.0312123 | Time: 2102.91 ms [2021-09-24 06:13:58 main:581] : INFO : Epoch 1564 | loss: 0.0311125 | val_loss: 0.0311906 | Time: 2123.23 ms [2021-09-24 06:14:00 main:581] : INFO : Epoch 1565 | loss: 0.0311088 | val_loss: 0.031197 | Time: 1973.29 ms [2021-09-24 06:14:02 main:581] : INFO : Epoch 1566 | loss: 0.031111 | val_loss: 0.0311916 | Time: 1876.8 ms [2021-09-24 06:14:04 main:581] : INFO : Epoch 1567 | loss: 0.0311115 | val_loss: 0.0312116 | Time: 1993.04 ms [2021-09-24 06:14:06 main:581] : INFO : Epoch 1568 | loss: 0.0311142 | val_loss: 0.0311933 | Time: 2261.39 ms [2021-09-24 06:14:08 main:581] : INFO : Epoch 1569 | loss: 0.0311045 | val_loss: 0.0312002 | Time: 2252.53 ms [2021-09-24 06:14:10 main:581] : INFO : Epoch 1570 | loss: 0.0311025 | val_loss: 0.031195 | Time: 1925.77 ms [2021-09-24 06:14:12 main:581] : INFO : Epoch 1571 | loss: 0.0311143 | val_loss: 0.0312 | Time: 2116.79 ms [2021-09-24 06:14:15 main:581] : INFO : Epoch 1572 | loss: 0.0311241 | val_loss: 0.0311855 | Time: 2378.45 ms [2021-09-24 06:14:17 main:581] : INFO : Epoch 1573 | loss: 0.0311143 | val_loss: 0.0311947 | Time: 2220.8 ms [2021-09-24 06:14:19 main:581] : INFO : Epoch 1574 | loss: 0.0311087 | val_loss: 0.0312044 | Time: 2174.34 ms [2021-09-24 06:14:21 main:581] : INFO : Epoch 1575 | loss: 0.0311098 | val_loss: 0.0311849 | Time: 2242.89 ms [2021-09-24 06:14:24 main:581] : INFO : Epoch 1576 | loss: 0.0311109 | val_loss: 0.0311996 | Time: 2176.11 ms [2021-09-24 06:14:26 main:581] : INFO : Epoch 1577 | loss: 0.0311085 | val_loss: 0.0311916 | Time: 2115.71 ms [2021-09-24 06:14:28 main:581] : INFO : Epoch 1578 | loss: 0.0311049 | val_loss: 0.0311947 | Time: 2135.74 ms [2021-09-24 06:14:30 main:581] : INFO : Epoch 1579 | loss: 0.0311094 | val_loss: 0.0311946 | Time: 1755.01 ms [2021-09-24 06:14:31 main:581] : INFO : Epoch 1580 | loss: 0.0311084 | val_loss: 0.0311901 | Time: 1878.13 ms [2021-09-24 06:14:33 main:581] : INFO : Epoch 1581 | loss: 0.0311037 | val_loss: 0.0311978 | Time: 1820.66 ms [2021-09-24 06:14:35 main:581] : INFO : Epoch 1582 | loss: 0.0311042 | val_loss: 0.0311971 | Time: 1924.6 ms [2021-09-24 06:14:37 main:581] : INFO : Epoch 1583 | loss: 0.0311033 | val_loss: 0.0312027 | Time: 1868.17 ms [2021-09-24 06:14:39 main:581] : INFO : Epoch 1584 | loss: 0.0311096 | val_loss: 0.0311947 | Time: 2054.79 ms [2021-09-24 06:14:41 main:581] : INFO : Epoch 1585 | loss: 0.031111 | val_loss: 0.031192 | Time: 1943.6 ms [2021-09-24 06:14:43 main:581] : INFO : Epoch 1586 | loss: 0.0311101 | val_loss: 0.0311947 | Time: 1976.59 ms [2021-09-24 06:14:45 main:581] : INFO : Epoch 1587 | loss: 0.031105 | val_loss: 0.0312039 | Time: 2322.66 ms [2021-09-24 06:14:48 main:581] : INFO : Epoch 1588 | loss: 0.0311033 | val_loss: 0.031195 | Time: 2369.66 ms [2021-09-24 06:14:50 main:581] : INFO : Epoch 1589 | loss: 0.0311036 | val_loss: 0.0312117 | Time: 1860.89 ms [2021-09-24 06:14:52 main:581] : INFO : Epoch 1590 | loss: 0.0311001 | val_loss: 0.0312028 | Time: 2118.04 ms [2021-09-24 06:14:54 main:581] : INFO : Epoch 1591 | loss: 0.0311086 | val_loss: 0.0312002 | Time: 1891.29 ms [2021-09-24 06:14:55 main:581] : INFO : Epoch 1592 | loss: 0.0311093 | val_loss: 0.0312005 | Time: 1824.04 ms [2021-09-24 06:14:57 main:581] : INFO : Epoch 1593 | loss: 0.0311048 | val_loss: 0.0311936 | Time: 2027.88 ms [2021-09-24 06:15:00 main:581] : INFO : Epoch 1594 | loss: 0.0311023 | val_loss: 0.0312023 | Time: 2127.73 ms [2021-09-24 06:15:02 main:581] : INFO : Epoch 1595 | loss: 0.0311019 | val_loss: 0.0311918 | Time: 2001.47 ms [2021-09-24 06:15:03 main:581] : INFO : Epoch 1596 | loss: 0.0310992 | val_loss: 0.0312069 | Time: 1915.17 ms [2021-09-24 06:15:05 main:581] : INFO : Epoch 1597 | loss: 0.0311001 | val_loss: 0.0312028 | Time: 1955.84 ms [2021-09-24 06:15:07 main:581] : INFO : Epoch 1598 | loss: 0.0311029 | val_loss: 0.0312114 | Time: 1967.92 ms [2021-09-24 06:15:09 main:581] : INFO : Epoch 1599 | loss: 0.0311025 | val_loss: 0.0311967 | Time: 1981.56 ms [2021-09-24 06:15:11 main:581] : INFO : Epoch 1600 | loss: 0.0311086 | val_loss: 0.0312093 | Time: 1832.16 ms [2021-09-24 06:15:13 main:581] : INFO : Epoch 1601 | loss: 0.0311028 | val_loss: 0.0311921 | Time: 2079.28 ms [2021-09-24 06:15:15 main:581] : INFO : Epoch 1602 | loss: 0.0311006 | val_loss: 0.0312015 | Time: 1923.37 ms [2021-09-24 06:15:17 main:581] : INFO : Epoch 1603 | loss: 0.0310977 | val_loss: 0.0312022 | Time: 2064.02 ms [2021-09-24 06:15:19 main:581] : INFO : Epoch 1604 | loss: 0.0311016 | val_loss: 0.0311932 | Time: 2033.05 ms [2021-09-24 06:15:22 main:581] : INFO : Epoch 1605 | loss: 0.0311047 | val_loss: 0.0312029 | Time: 2353.56 ms [2021-09-24 06:15:24 main:581] : INFO : Epoch 1606 | loss: 0.0311067 | val_loss: 0.0312025 | Time: 2478.2 ms [2021-09-24 06:15:26 main:581] : INFO : Epoch 1607 | loss: 0.0311027 | val_loss: 0.0312082 | Time: 2238.41 ms [2021-09-24 06:15:29 main:581] : INFO : Epoch 1608 | loss: 0.0310995 | val_loss: 0.0312086 | Time: 2524.67 ms [2021-09-24 06:15:31 main:581] : INFO : Epoch 1609 | loss: 0.0311009 | val_loss: 0.0312072 | Time: 2068.53 ms [2021-09-24 06:15:33 main:581] : INFO : Epoch 1610 | loss: 0.0310975 | val_loss: 0.0312018 | Time: 2281.35 ms [2021-09-24 06:15:36 main:581] : INFO : Epoch 1611 | loss: 0.0311005 | val_loss: 0.0312001 | Time: 2375.97 ms [2021-09-24 06:15:38 main:581] : INFO : Epoch 1612 | loss: 0.0310998 | val_loss: 0.0311967 | Time: 2531.51 ms [2021-09-24 06:15:40 main:581] : INFO : Epoch 1613 | loss: 0.031098 | val_loss: 0.0312075 | Time: 1930.9 ms [2021-09-24 06:15:42 main:581] : INFO : Epoch 1614 | loss: 0.0310971 | val_loss: 0.0312065 | Time: 2138.46 ms [2021-09-24 06:15:44 main:581] : INFO : Epoch 1615 | loss: 0.0310995 | val_loss: 0.0312126 | Time: 2168.76 ms [2021-09-24 06:15:46 main:581] : INFO : Epoch 1616 | loss: 0.0310979 | val_loss: 0.0312133 | Time: 2047.36 ms [2021-09-24 06:15:49 main:581] : INFO : Epoch 1617 | loss: 0.0310966 | val_loss: 0.0312188 | Time: 2056.13 ms [2021-09-24 06:15:51 main:581] : INFO : Epoch 1618 | loss: 0.0311 | val_loss: 0.031218 | Time: 2008.85 ms [2021-09-24 06:15:53 main:581] : INFO : Epoch 1619 | loss: 0.0310964 | val_loss: 0.0312001 | Time: 1997.5 ms [2021-09-24 06:15:55 main:581] : INFO : Epoch 1620 | loss: 0.0310979 | val_loss: 0.0312104 | Time: 2084.31 ms [2021-09-24 06:15:57 main:581] : INFO : Epoch 1621 | loss: 0.0311015 | val_loss: 0.031198 | Time: 2218.24 ms [2021-09-24 06:15:59 main:581] : INFO : Epoch 1622 | loss: 0.0310968 | val_loss: 0.0312047 | Time: 2086.19 ms [2021-09-24 06:16:01 main:581] : INFO : Epoch 1623 | loss: 0.0311084 | val_loss: 0.0311972 | Time: 2065.96 ms [2021-09-24 06:16:03 main:581] : INFO : Epoch 1624 | loss: 0.0311192 | val_loss: 0.031194 | Time: 2354.68 ms [2021-09-24 06:16:06 main:581] : INFO : Epoch 1625 | loss: 0.031115 | val_loss: 0.0311951 | Time: 2245.53 ms [2021-09-24 06:16:08 main:581] : INFO : Epoch 1626 | loss: 0.0311072 | val_loss: 0.0311941 | Time: 2089.88 ms [2021-09-24 06:16:10 main:581] : INFO : Epoch 1627 | loss: 0.0311001 | val_loss: 0.0311946 | Time: 2131.48 ms [2021-09-24 06:16:12 main:581] : INFO : Epoch 1628 | loss: 0.031098 | val_loss: 0.0311915 | Time: 2579.5 ms [2021-09-24 06:16:15 main:581] : INFO : Epoch 1629 | loss: 0.0310996 | val_loss: 0.0311956 | Time: 2173.03 ms [2021-09-24 06:16:17 main:581] : INFO : Epoch 1630 | loss: 0.0310979 | val_loss: 0.0312002 | Time: 2503.69 ms [2021-09-24 06:16:19 main:581] : INFO : Epoch 1631 | loss: 0.0310932 | val_loss: 0.0311998 | Time: 2130.25 ms [2021-09-24 06:16:21 main:581] : INFO : Epoch 1632 | loss: 0.0310992 | val_loss: 0.0312066 | Time: 2078.55 ms [2021-09-24 06:16:23 main:581] : INFO : Epoch 1633 | loss: 0.031119 | val_loss: 0.0311971 | Time: 1977.11 ms [2021-09-24 06:16:25 main:581] : INFO : Epoch 1634 | loss: 0.0311117 | val_loss: 0.0312036 | Time: 2166.44 ms [2021-09-24 06:16:28 main:581] : INFO : Epoch 1635 | loss: 0.0311034 | val_loss: 0.0311988 | Time: 2074.46 ms [2021-09-24 06:16:29 main:581] : INFO : Epoch 1636 | loss: 0.0311022 | val_loss: 0.0311996 | Time: 1922.62 ms [2021-09-24 06:16:32 main:581] : INFO : Epoch 1637 | loss: 0.0310969 | val_loss: 0.0312064 | Time: 2145.47 ms [2021-09-24 06:16:34 main:581] : INFO : Epoch 1638 | loss: 0.0310979 | val_loss: 0.031199 | Time: 2174.22 ms [2021-09-24 06:16:36 main:581] : INFO : Epoch 1639 | loss: 0.0310981 | val_loss: 0.0312029 | Time: 2196.69 ms [2021-09-24 06:16:38 main:581] : INFO : Epoch 1640 | loss: 0.0310974 | val_loss: 0.031208 | Time: 1859.86 ms [2021-09-24 06:16:40 main:581] : INFO : Epoch 1641 | loss: 0.0310931 | val_loss: 0.0312088 | Time: 2019.17 ms [2021-09-24 06:16:42 main:581] : INFO : Epoch 1642 | loss: 0.0310938 | val_loss: 0.0312066 | Time: 1935.14 ms [2021-09-24 06:16:44 main:581] : INFO : Epoch 1643 | loss: 0.0310934 | val_loss: 0.0312135 | Time: 1850.43 ms [2021-09-24 06:16:45 main:581] : INFO : Epoch 1644 | loss: 0.031095 | val_loss: 0.0312108 | Time: 1836.64 ms [2021-09-24 06:16:48 main:581] : INFO : Epoch 1645 | loss: 0.0310974 | val_loss: 0.0312076 | Time: 2105.53 ms [2021-09-24 06:16:50 main:581] : INFO : Epoch 1646 | loss: 0.0310964 | val_loss: 0.0312104 | Time: 2038.27 ms [2021-09-24 06:16:51 main:581] : INFO : Epoch 1647 | loss: 0.0311001 | val_loss: 0.0312021 | Time: 1869.38 ms [2021-09-24 06:16:54 main:581] : INFO : Epoch 1648 | loss: 0.0311023 | val_loss: 0.0312089 | Time: 2040.28 ms [2021-09-24 06:16:55 main:581] : INFO : Epoch 1649 | loss: 0.0310976 | val_loss: 0.0312077 | Time: 1713.29 ms [2021-09-24 06:16:57 main:581] : INFO : Epoch 1650 | loss: 0.0310951 | val_loss: 0.0312032 | Time: 1861.42 ms [2021-09-24 06:16:59 main:581] : INFO : Epoch 1651 | loss: 0.0310942 | val_loss: 0.031203 | Time: 1999.16 ms [2021-09-24 06:17:01 main:581] : INFO : Epoch 1652 | loss: 0.031097 | val_loss: 0.0312094 | Time: 2201.6 ms [2021-09-24 06:17:03 main:581] : INFO : Epoch 1653 | loss: 0.0310944 | val_loss: 0.0312155 | Time: 1923.26 ms [2021-09-24 06:17:05 main:581] : INFO : Epoch 1654 | loss: 0.031092 | val_loss: 0.0312248 | Time: 2083.85 ms [2021-09-24 06:17:07 main:581] : INFO : Epoch 1655 | loss: 0.0310944 | val_loss: 0.0312136 | Time: 2134.17 ms [2021-09-24 06:17:10 main:581] : INFO : Epoch 1656 | loss: 0.031097 | val_loss: 0.0312101 | Time: 2112.64 ms [2021-09-24 06:17:12 main:581] : INFO : Epoch 1657 | loss: 0.0310997 | val_loss: 0.031202 | Time: 1987.11 ms [2021-09-24 06:17:14 main:581] : INFO : Epoch 1658 | loss: 0.0311052 | val_loss: 0.0312046 | Time: 2219.17 ms [2021-09-24 06:17:16 main:581] : INFO : Epoch 1659 | loss: 0.0311004 | val_loss: 0.0312067 | Time: 1927.34 ms [2021-09-24 06:17:18 main:581] : INFO : Epoch 1660 | loss: 0.0310987 | val_loss: 0.0312097 | Time: 1847.32 ms [2021-09-24 06:17:20 main:581] : INFO : Epoch 1661 | loss: 0.0310931 | val_loss: 0.0311995 | Time: 2050.39 ms [2021-09-24 06:17:22 main:581] : INFO : Epoch 1662 | loss: 0.0310967 | val_loss: 0.0312115 | Time: 2147.81 ms [2021-09-24 06:17:24 main:581] : INFO : Epoch 1663 | loss: 0.0310944 | val_loss: 0.0312125 | Time: 2283.27 ms [2021-09-24 06:17:26 main:581] : INFO : Epoch 1664 | loss: 0.0310943 | val_loss: 0.031203 | Time: 1955.3 ms [2021-09-24 06:17:28 main:581] : INFO : Epoch 1665 | loss: 0.0310923 | val_loss: 0.0312113 | Time: 1939.11 ms [2021-09-24 06:17:30 main:581] : INFO : Epoch 1666 | loss: 0.0310897 | val_loss: 0.0312163 | Time: 2072.83 ms [2021-09-24 06:17:32 main:581] : INFO : Epoch 1667 | loss: 0.0310909 | val_loss: 0.031207 | Time: 1999.8 ms [2021-09-24 06:17:34 main:581] : INFO : Epoch 1668 | loss: 0.0310946 | val_loss: 0.0312158 | Time: 2022.13 ms [2021-09-24 06:17:36 main:581] : INFO : Epoch 1669 | loss: 0.03109 | val_loss: 0.0312178 | Time: 2037.13 ms [2021-09-24 06:17:38 main:581] : INFO : Epoch 1670 | loss: 0.0310954 | val_loss: 0.0312359 | Time: 2232.89 ms [2021-09-24 06:17:40 main:581] : INFO : Epoch 1671 | loss: 0.0311017 | val_loss: 0.0312051 | Time: 2153.42 ms [2021-09-24 06:17:43 main:581] : INFO : Epoch 1672 | loss: 0.0311009 | val_loss: 0.0312197 | Time: 2163.75 ms [2021-09-24 06:17:45 main:581] : INFO : Epoch 1673 | loss: 0.0310923 | val_loss: 0.0312045 | Time: 1926.66 ms [2021-09-24 06:17:46 main:581] : INFO : Epoch 1674 | loss: 0.0310962 | val_loss: 0.0312062 | Time: 1976.12 ms [2021-09-24 06:17:48 main:581] : INFO : Epoch 1675 | loss: 0.0311289 | val_loss: 0.0311902 | Time: 1934.51 ms [2021-09-24 06:17:50 main:581] : INFO : Epoch 1676 | loss: 0.0311219 | val_loss: 0.0311938 | Time: 1818.53 ms [2021-09-24 06:17:52 main:581] : INFO : Epoch 1677 | loss: 0.0311118 | val_loss: 0.0312037 | Time: 1923.76 ms [2021-09-24 06:17:54 main:581] : INFO : Epoch 1678 | loss: 0.0311038 | val_loss: 0.0312078 | Time: 1960.81 ms [2021-09-24 06:17:56 main:581] : INFO : Epoch 1679 | loss: 0.0310989 | val_loss: 0.0312021 | Time: 2314.82 ms [2021-09-24 06:17:59 main:581] : INFO : Epoch 1680 | loss: 0.031104 | val_loss: 0.0312076 | Time: 2310.21 ms [2021-09-24 06:18:01 main:581] : INFO : Epoch 1681 | loss: 0.0310981 | val_loss: 0.0312029 | Time: 2322.18 ms [2021-09-24 06:18:03 main:581] : INFO : Epoch 1682 | loss: 0.0310943 | val_loss: 0.0312005 | Time: 2074.3 ms [2021-09-24 06:18:05 main:581] : INFO : Epoch 1683 | loss: 0.0310915 | val_loss: 0.0312162 | Time: 2097.51 ms [2021-09-24 06:18:07 main:581] : INFO : Epoch 1684 | loss: 0.0310884 | val_loss: 0.0312188 | Time: 2110 ms [2021-09-24 06:18:09 main:581] : INFO : Epoch 1685 | loss: 0.0310912 | val_loss: 0.0312123 | Time: 2011.14 ms [2021-09-24 06:18:12 main:581] : INFO : Epoch 1686 | loss: 0.0310939 | val_loss: 0.0312135 | Time: 2180.44 ms [2021-09-24 06:18:14 main:581] : INFO : Epoch 1687 | loss: 0.0311001 | val_loss: 0.0312115 | Time: 1973.93 ms [2021-09-24 06:18:15 main:581] : INFO : Epoch 1688 | loss: 0.0310978 | val_loss: 0.0312125 | Time: 1927.31 ms [2021-09-24 06:18:17 main:581] : INFO : Epoch 1689 | loss: 0.0310958 | val_loss: 0.0312097 | Time: 1903.59 ms [2021-09-24 06:18:19 main:581] : INFO : Epoch 1690 | loss: 0.0310946 | val_loss: 0.0312024 | Time: 2059.11 ms [2021-09-24 06:18:21 main:581] : INFO : Epoch 1691 | loss: 0.0310996 | val_loss: 0.0312091 | Time: 1956.31 ms [2021-09-24 06:18:23 main:581] : INFO : Epoch 1692 | loss: 0.0311026 | val_loss: 0.031203 | Time: 1903.03 ms [2021-09-24 06:18:26 main:581] : INFO : Epoch 1693 | loss: 0.031096 | val_loss: 0.0312081 | Time: 2240.89 ms [2021-09-24 06:18:27 main:581] : INFO : Epoch 1694 | loss: 0.031093 | val_loss: 0.0312001 | Time: 1964.26 ms [2021-09-24 06:18:29 main:581] : INFO : Epoch 1695 | loss: 0.0311032 | val_loss: 0.0311995 | Time: 1873.16 ms [2021-09-24 06:18:32 main:581] : INFO : Epoch 1696 | loss: 0.031102 | val_loss: 0.0312012 | Time: 2223.42 ms [2021-09-24 06:18:34 main:581] : INFO : Epoch 1697 | loss: 0.0310923 | val_loss: 0.0312101 | Time: 2539.02 ms [2021-09-24 06:18:36 main:581] : INFO : Epoch 1698 | loss: 0.0310903 | val_loss: 0.0312065 | Time: 2145 ms [2021-09-24 06:18:39 main:581] : INFO : Epoch 1699 | loss: 0.0310903 | val_loss: 0.0312018 | Time: 2283.44 ms [2021-09-24 06:18:41 main:581] : INFO : Epoch 1700 | loss: 0.0310906 | val_loss: 0.0312248 | Time: 2619.54 ms [2021-09-24 06:18:44 main:581] : INFO : Epoch 1701 | loss: 0.031089 | val_loss: 0.0312175 | Time: 2492.67 ms [2021-09-24 06:18:46 main:581] : INFO : Epoch 1702 | loss: 0.0310972 | val_loss: 0.0312111 | Time: 2230.7 ms [2021-09-24 06:18:48 main:581] : INFO : Epoch 1703 | loss: 0.0310971 | val_loss: 0.0312156 | Time: 1872.44 ms [2021-09-24 06:18:50 main:581] : INFO : Epoch 1704 | loss: 0.031096 | val_loss: 0.0312128 | Time: 2321.43 ms [2021-09-24 06:18:52 main:581] : INFO : Epoch 1705 | loss: 0.0311028 | val_loss: 0.0311979 | Time: 1923.45 ms [2021-09-24 06:18:54 main:581] : INFO : Epoch 1706 | loss: 0.0311016 | val_loss: 0.0312134 | Time: 1976.83 ms [2021-09-24 06:18:56 main:581] : INFO : Epoch 1707 | loss: 0.0310964 | val_loss: 0.0312091 | Time: 2161.36 ms [2021-09-24 06:18:58 main:581] : INFO : Epoch 1708 | loss: 0.0310941 | val_loss: 0.0312167 | Time: 1944.4 ms [2021-09-24 06:19:00 main:581] : INFO : Epoch 1709 | loss: 0.0310906 | val_loss: 0.031208 | Time: 2137.99 ms [2021-09-24 06:19:02 main:581] : INFO : Epoch 1710 | loss: 0.0310916 | val_loss: 0.0312124 | Time: 2228.29 ms [2021-09-24 06:19:05 main:581] : INFO : Epoch 1711 | loss: 0.0310921 | val_loss: 0.031215 | Time: 2156.83 ms [2021-09-24 06:19:07 main:581] : INFO : Epoch 1712 | loss: 0.0310977 | val_loss: 0.0312106 | Time: 2240.36 ms [2021-09-24 06:19:09 main:581] : INFO : Epoch 1713 | loss: 0.0310946 | val_loss: 0.0312139 | Time: 2338.7 ms [2021-09-24 06:19:11 main:581] : INFO : Epoch 1714 | loss: 0.0311002 | val_loss: 0.0312025 | Time: 2226.13 ms [2021-09-24 06:19:14 main:581] : INFO : Epoch 1715 | loss: 0.0310965 | val_loss: 0.0312167 | Time: 2278.23 ms [2021-09-24 06:19:16 main:581] : INFO : Epoch 1716 | loss: 0.031092 | val_loss: 0.0312088 | Time: 2335.49 ms [2021-09-24 06:19:18 main:581] : INFO : Epoch 1717 | loss: 0.0310934 | val_loss: 0.0312013 | Time: 2335.1 ms [2021-09-24 06:19:21 main:581] : INFO : Epoch 1718 | loss: 0.0310881 | val_loss: 0.0312043 | Time: 2117.62 ms [2021-09-24 06:19:23 main:581] : INFO : Epoch 1719 | loss: 0.0310893 | val_loss: 0.0312018 | Time: 2057.45 ms [2021-09-24 06:19:25 main:581] : INFO : Epoch 1720 | loss: 0.0310968 | val_loss: 0.0312145 | Time: 2055.98 ms [2021-09-24 06:19:27 main:581] : INFO : Epoch 1721 | loss: 0.0310913 | val_loss: 0.031222 | Time: 2178.34 ms [2021-09-24 06:19:29 main:581] : INFO : Epoch 1722 | loss: 0.0310863 | val_loss: 0.0312142 | Time: 2236.15 ms [2021-09-24 06:19:31 main:581] : INFO : Epoch 1723 | loss: 0.0310864 | val_loss: 0.0312309 | Time: 2162.6 ms [2021-09-24 06:19:33 main:581] : INFO : Epoch 1724 | loss: 0.0310852 | val_loss: 0.0312181 | Time: 1917.37 ms [2021-09-24 06:19:35 main:581] : INFO : Epoch 1725 | loss: 0.0310931 | val_loss: 0.031208 | Time: 2068.91 ms [2021-09-24 06:19:37 main:581] : INFO : Epoch 1726 | loss: 0.0311019 | val_loss: 0.0312112 | Time: 2010.6 ms [2021-09-24 06:19:39 main:581] : INFO : Epoch 1727 | loss: 0.0310926 | val_loss: 0.0312189 | Time: 1976.01 ms [2021-09-24 06:19:41 main:581] : INFO : Epoch 1728 | loss: 0.031091 | val_loss: 0.0312021 | Time: 1999.68 ms [2021-09-24 06:19:43 main:581] : INFO : Epoch 1729 | loss: 0.0310991 | val_loss: 0.0312082 | Time: 1913.46 ms [2021-09-24 06:19:45 main:581] : INFO : Epoch 1730 | loss: 0.0310985 | val_loss: 0.031206 | Time: 1937.88 ms [2021-09-24 06:19:47 main:581] : INFO : Epoch 1731 | loss: 0.031089 | val_loss: 0.0312181 | Time: 1912.63 ms [2021-09-24 06:19:49 main:581] : INFO : Epoch 1732 | loss: 0.0310915 | val_loss: 0.0312043 | Time: 1866.16 ms [2021-09-24 06:19:51 main:581] : INFO : Epoch 1733 | loss: 0.0310975 | val_loss: 0.0312108 | Time: 1854.05 ms [2021-09-24 06:19:53 main:581] : INFO : Epoch 1734 | loss: 0.0310957 | val_loss: 0.0311929 | Time: 2015.15 ms [2021-09-24 06:19:55 main:581] : INFO : Epoch 1735 | loss: 0.031095 | val_loss: 0.0312202 | Time: 2258.13 ms [2021-09-24 06:19:57 main:581] : INFO : Epoch 1736 | loss: 0.0310867 | val_loss: 0.0312198 | Time: 2051.43 ms [2021-09-24 06:19:59 main:581] : INFO : Epoch 1737 | loss: 0.0310838 | val_loss: 0.0312097 | Time: 1774.52 ms [2021-09-24 06:20:01 main:581] : INFO : Epoch 1738 | loss: 0.0310881 | val_loss: 0.0312143 | Time: 1857.66 ms [2021-09-24 06:20:02 main:581] : INFO : Epoch 1739 | loss: 0.0310873 | val_loss: 0.031212 | Time: 1824.32 ms [2021-09-24 06:20:05 main:581] : INFO : Epoch 1740 | loss: 0.0310847 | val_loss: 0.031236 | Time: 2131.24 ms [2021-09-24 06:20:07 main:581] : INFO : Epoch 1741 | loss: 0.0310812 | val_loss: 0.0312091 | Time: 2161.06 ms [2021-09-24 06:20:09 main:581] : INFO : Epoch 1742 | loss: 0.031081 | val_loss: 0.0312198 | Time: 2115.82 ms [2021-09-24 06:20:11 main:581] : INFO : Epoch 1743 | loss: 0.0310895 | val_loss: 0.0312002 | Time: 1885.87 ms [2021-09-24 06:20:13 main:581] : INFO : Epoch 1744 | loss: 0.0310894 | val_loss: 0.0312056 | Time: 2190.76 ms [2021-09-24 06:20:15 main:581] : INFO : Epoch 1745 | loss: 0.0310849 | val_loss: 0.031225 | Time: 2143.25 ms [2021-09-24 06:20:17 main:581] : INFO : Epoch 1746 | loss: 0.0310838 | val_loss: 0.0312217 | Time: 2139.27 ms [2021-09-24 06:20:19 main:581] : INFO : Epoch 1747 | loss: 0.0310839 | val_loss: 0.0312209 | Time: 2209.33 ms [2021-09-24 06:20:22 main:581] : INFO : Epoch 1748 | loss: 0.0310885 | val_loss: 0.0311996 | Time: 2090.73 ms [2021-09-24 06:20:24 main:581] : INFO : Epoch 1749 | loss: 0.0310974 | val_loss: 0.0312035 | Time: 2271.85 ms [2021-09-24 06:20:26 main:581] : INFO : Epoch 1750 | loss: 0.0310916 | val_loss: 0.0312253 | Time: 2046.29 ms [2021-09-24 06:20:28 main:581] : INFO : Epoch 1751 | loss: 0.0310863 | val_loss: 0.0312161 | Time: 2187.93 ms [2021-09-24 06:20:30 main:581] : INFO : Epoch 1752 | loss: 0.0310831 | val_loss: 0.03121 | Time: 2170.65 ms [2021-09-24 06:20:32 main:581] : INFO : Epoch 1753 | loss: 0.0310845 | val_loss: 0.0312093 | Time: 2073.64 ms [2021-09-24 06:20:34 main:581] : INFO : Epoch 1754 | loss: 0.0310932 | val_loss: 0.0312107 | Time: 1949.33 ms [2021-09-24 06:20:36 main:581] : INFO : Epoch 1755 | loss: 0.0310941 | val_loss: 0.031209 | Time: 1943.91 ms [2021-09-24 06:20:38 main:581] : INFO : Epoch 1756 | loss: 0.0310899 | val_loss: 0.0312111 | Time: 1831.63 ms [2021-09-24 06:20:40 main:581] : INFO : Epoch 1757 | loss: 0.0310965 | val_loss: 0.0312079 | Time: 1812.63 ms [2021-09-24 06:20:42 main:581] : INFO : Epoch 1758 | loss: 0.0310873 | val_loss: 0.0312111 | Time: 1740.39 ms [2021-09-24 06:20:43 main:581] : INFO : Epoch 1759 | loss: 0.031085 | val_loss: 0.0312074 | Time: 1817.49 ms [2021-09-24 06:20:45 main:581] : INFO : Epoch 1760 | loss: 0.0310807 | val_loss: 0.0312108 | Time: 1816.57 ms [2021-09-24 06:20:47 main:581] : INFO : Epoch 1761 | loss: 0.0310807 | val_loss: 0.0312212 | Time: 2071.39 ms [2021-09-24 06:20:49 main:581] : INFO : Epoch 1762 | loss: 0.0310805 | val_loss: 0.0312223 | Time: 2041.11 ms [2021-09-24 06:20:51 main:581] : INFO : Epoch 1763 | loss: 0.0310812 | val_loss: 0.0312208 | Time: 2014.57 ms [2021-09-24 06:20:54 main:581] : INFO : Epoch 1764 | loss: 0.0310888 | val_loss: 0.0312075 | Time: 2268.18 ms [2021-09-24 06:20:56 main:581] : INFO : Epoch 1765 | loss: 0.0311002 | val_loss: 0.0312215 | Time: 2140.94 ms [2021-09-24 06:20:58 main:581] : INFO : Epoch 1766 | loss: 0.0310996 | val_loss: 0.0312067 | Time: 2112.83 ms [2021-09-24 06:21:00 main:581] : INFO : Epoch 1767 | loss: 0.031094 | val_loss: 0.0312097 | Time: 1942.05 ms [2021-09-24 06:21:02 main:581] : INFO : Epoch 1768 | loss: 0.031093 | val_loss: 0.0312143 | Time: 1733.46 ms [2021-09-24 06:21:03 main:581] : INFO : Epoch 1769 | loss: 0.0310952 | val_loss: 0.0312092 | Time: 1791.08 ms [2021-09-24 06:21:05 main:581] : INFO : Epoch 1770 | loss: 0.0310893 | val_loss: 0.0312101 | Time: 1851.75 ms [2021-09-24 06:21:07 main:581] : INFO : Epoch 1771 | loss: 0.0310866 | val_loss: 0.0312217 | Time: 1689.54 ms [2021-09-24 06:21:09 main:581] : INFO : Epoch 1772 | loss: 0.0311179 | val_loss: 0.0311901 | Time: 1824.24 ms [2021-09-24 06:21:11 main:581] : INFO : Epoch 1773 | loss: 0.0311159 | val_loss: 0.0311923 | Time: 2012.95 ms [2021-09-24 06:21:13 main:581] : INFO : Epoch 1774 | loss: 0.0311026 | val_loss: 0.0312187 | Time: 2291 ms [2021-09-24 06:21:15 main:581] : INFO : Epoch 1775 | loss: 0.031092 | val_loss: 0.0312171 | Time: 1912.52 ms [2021-09-24 06:21:17 main:581] : INFO : Epoch 1776 | loss: 0.0310938 | val_loss: 0.0312082 | Time: 2069.97 ms [2021-09-24 06:21:19 main:581] : INFO : Epoch 1777 | loss: 0.0310925 | val_loss: 0.0312204 | Time: 2123.52 ms [2021-09-24 06:21:21 main:581] : INFO : Epoch 1778 | loss: 0.0310879 | val_loss: 0.0312194 | Time: 2083.89 ms [2021-09-24 06:21:23 main:581] : INFO : Epoch 1779 | loss: 0.0310878 | val_loss: 0.0312038 | Time: 2295.76 ms [2021-09-24 06:21:26 main:581] : INFO : Epoch 1780 | loss: 0.0310882 | val_loss: 0.0312137 | Time: 2155.64 ms [2021-09-24 06:21:28 main:581] : INFO : Epoch 1781 | loss: 0.0310864 | val_loss: 0.031219 | Time: 1897.72 ms [2021-09-24 06:21:30 main:581] : INFO : Epoch 1782 | loss: 0.0310861 | val_loss: 0.031223 | Time: 2142.95 ms [2021-09-24 06:21:32 main:581] : INFO : Epoch 1783 | loss: 0.0310863 | val_loss: 0.0312123 | Time: 2061.29 ms [2021-09-24 06:21:34 main:581] : INFO : Epoch 1784 | loss: 0.0310905 | val_loss: 0.0312133 | Time: 1844.23 ms [2021-09-24 06:21:36 main:581] : INFO : Epoch 1785 | loss: 0.0310946 | val_loss: 0.0312202 | Time: 2031.07 ms [2021-09-24 06:21:38 main:581] : INFO : Epoch 1786 | loss: 0.0310971 | val_loss: 0.0312227 | Time: 1920.16 ms [2021-09-24 06:21:39 main:581] : INFO : Epoch 1787 | loss: 0.0310873 | val_loss: 0.031204 | Time: 1876.02 ms [2021-09-24 06:21:41 main:581] : INFO : Epoch 1788 | loss: 0.0310844 | val_loss: 0.0312364 | Time: 2047.49 ms [2021-09-24 06:21:43 main:581] : INFO : Epoch 1789 | loss: 0.0310856 | val_loss: 0.0312141 | Time: 1878.79 ms [2021-09-24 06:21:46 main:581] : INFO : Epoch 1790 | loss: 0.0311085 | val_loss: 0.0312016 | Time: 2329.55 ms [2021-09-24 06:21:48 main:581] : INFO : Epoch 1791 | loss: 0.0311056 | val_loss: 0.0312068 | Time: 2359.15 ms [2021-09-24 06:21:51 main:581] : INFO : Epoch 1792 | loss: 0.0310927 | val_loss: 0.0312112 | Time: 2641.17 ms [2021-09-24 06:21:53 main:581] : INFO : Epoch 1793 | loss: 0.0311043 | val_loss: 0.0312158 | Time: 2773.28 ms [2021-09-24 06:21:56 main:581] : INFO : Epoch 1794 | loss: 0.0310995 | val_loss: 0.0312058 | Time: 2245.7 ms [2021-09-24 06:21:58 main:581] : INFO : Epoch 1795 | loss: 0.0310957 | val_loss: 0.0312104 | Time: 2206.86 ms [2021-09-24 06:22:00 main:581] : INFO : Epoch 1796 | loss: 0.0310958 | val_loss: 0.0312108 | Time: 2416.75 ms [2021-09-24 06:22:02 main:581] : INFO : Epoch 1797 | loss: 0.0310929 | val_loss: 0.0312211 | Time: 2115.08 ms [2021-09-24 06:22:05 main:581] : INFO : Epoch 1798 | loss: 0.0310891 | val_loss: 0.0312081 | Time: 2379.85 ms [2021-09-24 06:22:07 main:581] : INFO : Epoch 1799 | loss: 0.0310844 | val_loss: 0.0312166 | Time: 2296.07 ms [2021-09-24 06:22:10 main:581] : INFO : Epoch 1800 | loss: 0.0310891 | val_loss: 0.0312058 | Time: 2540.01 ms [2021-09-24 06:22:12 main:581] : INFO : Epoch 1801 | loss: 0.0310914 | val_loss: 0.0312149 | Time: 2299.81 ms [2021-09-24 06:22:14 main:581] : INFO : Epoch 1802 | loss: 0.031088 | val_loss: 0.0312161 | Time: 2173.77 ms [2021-09-24 06:22:16 main:581] : INFO : Epoch 1803 | loss: 0.031086 | val_loss: 0.0312131 | Time: 2291.69 ms [2021-09-24 06:22:19 main:581] : INFO : Epoch 1804 | loss: 0.0310881 | val_loss: 0.0312171 | Time: 2368.98 ms [2021-09-24 06:22:21 main:581] : INFO : Epoch 1805 | loss: 0.0310911 | val_loss: 0.0312263 | Time: 1914.68 ms [2021-09-24 06:22:23 main:581] : INFO : Epoch 1806 | loss: 0.0310854 | val_loss: 0.0312106 | Time: 2459.58 ms [2021-09-24 06:22:26 main:581] : INFO : Epoch 1807 | loss: 0.0310881 | val_loss: 0.0312194 | Time: 2597.42 ms [2021-09-24 06:22:28 main:581] : INFO : Epoch 1808 | loss: 0.0310853 | val_loss: 0.0312207 | Time: 2459.55 ms [2021-09-24 06:22:31 main:581] : INFO : Epoch 1809 | loss: 0.031113 | val_loss: 0.0311927 | Time: 2432.33 ms [2021-09-24 06:22:33 main:581] : INFO : Epoch 1810 | loss: 0.0311466 | val_loss: 0.0311854 | Time: 1930.7 ms [2021-09-24 06:22:35 main:581] : INFO : Epoch 1811 | loss: 0.0311364 | val_loss: 0.0311839 | Time: 1998.61 ms [2021-09-24 06:22:37 main:581] : INFO : Epoch 1812 | loss: 0.0311265 | val_loss: 0.0311956 | Time: 2157.49 ms [2021-09-24 06:22:39 main:581] : INFO : Epoch 1813 | loss: 0.0311224 | val_loss: 0.0311905 | Time: 2072.71 ms [2021-09-24 06:22:41 main:581] : INFO : Epoch 1814 | loss: 0.0311206 | val_loss: 0.0311952 | Time: 2064.16 ms [2021-09-24 06:22:43 main:581] : INFO : Epoch 1815 | loss: 0.031113 | val_loss: 0.0311922 | Time: 2226.29 ms [2021-09-24 06:22:45 main:581] : INFO : Epoch 1816 | loss: 0.0311059 | val_loss: 0.0312113 | Time: 2099.87 ms [2021-09-24 06:22:47 main:581] : INFO : Epoch 1817 | loss: 0.0311019 | val_loss: 0.0312058 | Time: 1901.51 ms [2021-09-24 06:22:49 main:581] : INFO : Epoch 1818 | loss: 0.0310997 | val_loss: 0.031215 | Time: 2070.32 ms [2021-09-24 06:22:51 main:581] : INFO : Epoch 1819 | loss: 0.031096 | val_loss: 0.0312103 | Time: 2004.7 ms [2021-09-24 06:22:53 main:581] : INFO : Epoch 1820 | loss: 0.031096 | val_loss: 0.0312061 | Time: 2010.31 ms [2021-09-24 06:22:55 main:581] : INFO : Epoch 1821 | loss: 0.0310921 | val_loss: 0.0312039 | Time: 1949.31 ms [2021-09-24 06:22:57 main:581] : INFO : Epoch 1822 | loss: 0.0310955 | val_loss: 0.0312166 | Time: 2114.08 ms [2021-09-24 06:22:59 main:581] : INFO : Epoch 1823 | loss: 0.0310939 | val_loss: 0.0312073 | Time: 2173.61 ms [2021-09-24 06:23:02 main:581] : INFO : Epoch 1824 | loss: 0.0310968 | val_loss: 0.0312021 | Time: 2094.88 ms [2021-09-24 06:23:04 main:581] : INFO : Epoch 1825 | loss: 0.0310903 | val_loss: 0.0312293 | Time: 2076.46 ms [2021-09-24 06:23:06 main:581] : INFO : Epoch 1826 | loss: 0.031085 | val_loss: 0.0312178 | Time: 2354.44 ms [2021-09-24 06:23:08 main:581] : INFO : Epoch 1827 | loss: 0.0310889 | val_loss: 0.0312177 | Time: 2038.99 ms [2021-09-24 06:23:10 main:581] : INFO : Epoch 1828 | loss: 0.0310901 | val_loss: 0.031203 | Time: 2060.67 ms [2021-09-24 06:23:12 main:581] : INFO : Epoch 1829 | loss: 0.0310961 | val_loss: 0.0312055 | Time: 2066.4 ms [2021-09-24 06:23:14 main:581] : INFO : Epoch 1830 | loss: 0.0310999 | val_loss: 0.0312275 | Time: 2083.71 ms [2021-09-24 06:23:16 main:581] : INFO : Epoch 1831 | loss: 0.0310933 | val_loss: 0.0312049 | Time: 1822.43 ms [2021-09-24 06:23:18 main:581] : INFO : Epoch 1832 | loss: 0.0310929 | val_loss: 0.0312057 | Time: 2065.35 ms [2021-09-24 06:23:20 main:581] : INFO : Epoch 1833 | loss: 0.0310938 | val_loss: 0.0312131 | Time: 2063.18 ms [2021-09-24 06:23:22 main:581] : INFO : Epoch 1834 | loss: 0.0310885 | val_loss: 0.0312226 | Time: 1985.43 ms [2021-09-24 06:23:24 main:581] : INFO : Epoch 1835 | loss: 0.0310937 | val_loss: 0.0312201 | Time: 1921.79 ms [2021-09-24 06:23:26 main:581] : INFO : Epoch 1836 | loss: 0.0310906 | val_loss: 0.0312085 | Time: 1900.25 ms [2021-09-24 06:23:28 main:581] : INFO : Epoch 1837 | loss: 0.0310882 | val_loss: 0.0312152 | Time: 2010.49 ms [2021-09-24 06:23:30 main:581] : INFO : Epoch 1838 | loss: 0.0310861 | val_loss: 0.031228 | Time: 2006.18 ms [2021-09-24 06:23:32 main:581] : INFO : Epoch 1839 | loss: 0.0310822 | val_loss: 0.0312157 | Time: 1956.74 ms [2021-09-24 06:23:34 main:581] : INFO : Epoch 1840 | loss: 0.0310918 | val_loss: 0.0311961 | Time: 1978.07 ms [2021-09-24 06:23:36 main:581] : INFO : Epoch 1841 | loss: 0.0311226 | val_loss: 0.031213 | Time: 1980.17 ms [2021-09-24 06:23:38 main:581] : INFO : Epoch 1842 | loss: 0.031101 | val_loss: 0.0312097 | Time: 2197.99 ms [2021-09-24 06:23:40 main:581] : INFO : Epoch 1843 | loss: 0.0310928 | val_loss: 0.0312168 | Time: 2168.55 ms [2021-09-24 06:23:42 main:581] : INFO : Epoch 1844 | loss: 0.0310893 | val_loss: 0.031215 | Time: 2065.88 ms [2021-09-24 06:23:44 main:581] : INFO : Epoch 1845 | loss: 0.0310943 | val_loss: 0.0312123 | Time: 2163.66 ms [2021-09-24 06:23:46 main:581] : INFO : Epoch 1846 | loss: 0.0311024 | val_loss: 0.0311982 | Time: 1850.13 ms [2021-09-24 06:23:48 main:581] : INFO : Epoch 1847 | loss: 0.0310965 | val_loss: 0.0312122 | Time: 2098.81 ms [2021-09-24 06:23:51 main:581] : INFO : Epoch 1848 | loss: 0.0311012 | val_loss: 0.0312186 | Time: 2163.36 ms [2021-09-24 06:23:53 main:581] : INFO : Epoch 1849 | loss: 0.0310961 | val_loss: 0.0312216 | Time: 1913.61 ms [2021-09-24 06:23:54 main:581] : INFO : Epoch 1850 | loss: 0.0310833 | val_loss: 0.0312254 | Time: 1976.73 ms [2021-09-24 06:23:57 main:581] : INFO : Epoch 1851 | loss: 0.0310829 | val_loss: 0.0312099 | Time: 2201.09 ms [2021-09-24 06:23:59 main:581] : INFO : Epoch 1852 | loss: 0.0310909 | val_loss: 0.0312129 | Time: 2178.85 ms [2021-09-24 06:24:01 main:581] : INFO : Epoch 1853 | loss: 0.031086 | val_loss: 0.0312087 | Time: 2098.25 ms [2021-09-24 06:24:03 main:581] : INFO : Epoch 1854 | loss: 0.0310892 | val_loss: 0.0312292 | Time: 2035.46 ms [2021-09-24 06:24:05 main:581] : INFO : Epoch 1855 | loss: 0.0310842 | val_loss: 0.0312108 | Time: 2299.05 ms [2021-09-24 06:24:08 main:581] : INFO : Epoch 1856 | loss: 0.0310832 | val_loss: 0.0312194 | Time: 2250.26 ms [2021-09-24 06:24:10 main:581] : INFO : Epoch 1857 | loss: 0.0310888 | val_loss: 0.0312109 | Time: 2144.93 ms [2021-09-24 06:24:12 main:581] : INFO : Epoch 1858 | loss: 0.031086 | val_loss: 0.0312166 | Time: 1837.17 ms [2021-09-24 06:24:13 main:581] : INFO : Epoch 1859 | loss: 0.0310867 | val_loss: 0.0312098 | Time: 1777.03 ms [2021-09-24 06:24:15 main:581] : INFO : Epoch 1860 | loss: 0.0310835 | val_loss: 0.0312276 | Time: 2158.95 ms [2021-09-24 06:24:17 main:581] : INFO : Epoch 1861 | loss: 0.0310808 | val_loss: 0.0312138 | Time: 1993.59 ms [2021-09-24 06:24:19 main:581] : INFO : Epoch 1862 | loss: 0.0310782 | val_loss: 0.0312255 | Time: 1879.76 ms [2021-09-24 06:24:21 main:581] : INFO : Epoch 1863 | loss: 0.0310767 | val_loss: 0.0312196 | Time: 2024.51 ms [2021-09-24 06:24:23 main:581] : INFO : Epoch 1864 | loss: 0.031079 | val_loss: 0.03123 | Time: 1983.87 ms [2021-09-24 06:24:25 main:581] : INFO : Epoch 1865 | loss: 0.0310898 | val_loss: 0.0312046 | Time: 1853.71 ms [2021-09-24 06:24:27 main:581] : INFO : Epoch 1866 | loss: 0.0310859 | val_loss: 0.0312214 | Time: 1776.67 ms [2021-09-24 06:24:29 main:581] : INFO : Epoch 1867 | loss: 0.0310824 | val_loss: 0.0312222 | Time: 1880.5 ms [2021-09-24 06:24:31 main:581] : INFO : Epoch 1868 | loss: 0.0310827 | val_loss: 0.03122 | Time: 1929.37 ms [2021-09-24 06:24:33 main:581] : INFO : Epoch 1869 | loss: 0.0310797 | val_loss: 0.0312355 | Time: 2009.72 ms [2021-09-24 06:24:35 main:581] : INFO : Epoch 1870 | loss: 0.0310802 | val_loss: 0.0312124 | Time: 2071.97 ms [2021-09-24 06:24:37 main:581] : INFO : Epoch 1871 | loss: 0.0310854 | val_loss: 0.0312146 | Time: 1827.29 ms [2021-09-24 06:24:39 main:581] : INFO : Epoch 1872 | loss: 0.0310873 | val_loss: 0.0312077 | Time: 2111.14 ms [2021-09-24 06:24:41 main:581] : INFO : Epoch 1873 | loss: 0.0310855 | val_loss: 0.0312187 | Time: 1965.2 ms [2021-09-24 06:24:43 main:581] : INFO : Epoch 1874 | loss: 0.0310847 | val_loss: 0.0312144 | Time: 2054.93 ms [2021-09-24 06:24:45 main:581] : INFO : Epoch 1875 | loss: 0.0310848 | val_loss: 0.0312209 | Time: 1958.57 ms [2021-09-24 06:24:47 main:581] : INFO : Epoch 1876 | loss: 0.0310841 | val_loss: 0.0312179 | Time: 2001.26 ms [2021-09-24 06:24:49 main:581] : INFO : Epoch 1877 | loss: 0.0310829 | val_loss: 0.0312214 | Time: 2131.38 ms [2021-09-24 06:24:51 main:581] : INFO : Epoch 1878 | loss: 0.0310856 | val_loss: 0.0312129 | Time: 2311.52 ms [2021-09-24 06:24:53 main:581] : INFO : Epoch 1879 | loss: 0.0310831 | val_loss: 0.0312256 | Time: 1853.46 ms [2021-09-24 06:24:55 main:581] : INFO : Epoch 1880 | loss: 0.0310801 | val_loss: 0.0312244 | Time: 2029.3 ms [2021-09-24 06:24:57 main:581] : INFO : Epoch 1881 | loss: 0.0310846 | val_loss: 0.0312302 | Time: 2081.16 ms [2021-09-24 06:24:59 main:581] : INFO : Epoch 1882 | loss: 0.0310902 | val_loss: 0.0312259 | Time: 2034.61 ms [2021-09-24 06:25:01 main:581] : INFO : Epoch 1883 | loss: 0.0310868 | val_loss: 0.0312143 | Time: 1886.21 ms [2021-09-24 06:25:03 main:581] : INFO : Epoch 1884 | loss: 0.0310929 | val_loss: 0.031217 | Time: 2135.98 ms [2021-09-24 06:25:06 main:581] : INFO : Epoch 1885 | loss: 0.0310917 | val_loss: 0.0312351 | Time: 2362.56 ms [2021-09-24 06:25:08 main:581] : INFO : Epoch 1886 | loss: 0.031083 | val_loss: 0.0312183 | Time: 2524.17 ms [2021-09-24 06:25:10 main:581] : INFO : Epoch 1887 | loss: 0.0310772 | val_loss: 0.0312303 | Time: 2324.64 ms [2021-09-24 06:25:13 main:581] : INFO : Epoch 1888 | loss: 0.0310833 | val_loss: 0.0312227 | Time: 2337.16 ms [2021-09-24 06:25:15 main:581] : INFO : Epoch 1889 | loss: 0.0310795 | val_loss: 0.0312314 | Time: 2352.2 ms [2021-09-24 06:25:17 main:581] : INFO : Epoch 1890 | loss: 0.0310796 | val_loss: 0.0312297 | Time: 2247.3 ms [2021-09-24 06:25:20 main:581] : INFO : Epoch 1891 | loss: 0.0310764 | val_loss: 0.0312276 | Time: 2203.41 ms [2021-09-24 06:25:22 main:581] : INFO : Epoch 1892 | loss: 0.0310813 | val_loss: 0.0312229 | Time: 2010.85 ms [2021-09-24 06:25:24 main:581] : INFO : Epoch 1893 | loss: 0.0310819 | val_loss: 0.0312239 | Time: 2265.13 ms [2021-09-24 06:25:26 main:581] : INFO : Epoch 1894 | loss: 0.0310785 | val_loss: 0.0312142 | Time: 2183.26 ms [2021-09-24 06:25:28 main:581] : INFO : Epoch 1895 | loss: 0.0310748 | val_loss: 0.0312161 | Time: 1938.89 ms [2021-09-24 06:25:30 main:581] : INFO : Epoch 1896 | loss: 0.0310776 | val_loss: 0.031218 | Time: 2301.31 ms [2021-09-24 06:25:32 main:581] : INFO : Epoch 1897 | loss: 0.0310851 | val_loss: 0.0312207 | Time: 2134.99 ms [2021-09-24 06:25:34 main:581] : INFO : Epoch 1898 | loss: 0.0310842 | val_loss: 0.0312224 | Time: 1954.41 ms [2021-09-24 06:25:36 main:581] : INFO : Epoch 1899 | loss: 0.0310793 | val_loss: 0.031221 | Time: 2056.18 ms [2021-09-24 06:25:39 main:581] : INFO : Epoch 1900 | loss: 0.031081 | val_loss: 0.0312348 | Time: 2379.93 ms [2021-09-24 06:25:41 main:581] : INFO : Epoch 1901 | loss: 0.0310944 | val_loss: 0.0312114 | Time: 2198.97 ms [2021-09-24 06:25:43 main:581] : INFO : Epoch 1902 | loss: 0.0311005 | val_loss: 0.031207 | Time: 2048.78 ms [2021-09-24 06:25:45 main:581] : INFO : Epoch 1903 | loss: 0.0310939 | val_loss: 0.03121 | Time: 2056.32 ms [2021-09-24 06:25:47 main:581] : INFO : Epoch 1904 | loss: 0.0310942 | val_loss: 0.0312051 | Time: 2131.29 ms [2021-09-24 06:25:50 main:581] : INFO : Epoch 1905 | loss: 0.0310931 | val_loss: 0.0312206 | Time: 2281.9 ms [2021-09-24 06:25:52 main:581] : INFO : Epoch 1906 | loss: 0.0310827 | val_loss: 0.0312288 | Time: 2424.78 ms [2021-09-24 06:25:54 main:581] : INFO : Epoch 1907 | loss: 0.0310814 | val_loss: 0.0312063 | Time: 2149.58 ms [2021-09-24 06:25:56 main:581] : INFO : Epoch 1908 | loss: 0.0311092 | val_loss: 0.0312042 | Time: 2271.01 ms [2021-09-24 06:25:59 main:581] : INFO : Epoch 1909 | loss: 0.0310972 | val_loss: 0.0312189 | Time: 2212.93 ms [2021-09-24 06:26:01 main:581] : INFO : Epoch 1910 | loss: 0.0310919 | val_loss: 0.0312316 | Time: 2226.59 ms [2021-09-24 06:26:03 main:581] : INFO : Epoch 1911 | loss: 0.0311064 | val_loss: 0.031208 | Time: 2114.96 ms [2021-09-24 06:26:05 main:581] : INFO : Epoch 1912 | loss: 0.0311066 | val_loss: 0.0311997 | Time: 2091.35 ms [2021-09-24 06:26:07 main:581] : INFO : Epoch 1913 | loss: 0.0310959 | val_loss: 0.0312118 | Time: 1964.99 ms [2021-09-24 06:26:09 main:581] : INFO : Epoch 1914 | loss: 0.0310837 | val_loss: 0.0312208 | Time: 1861.19 ms [2021-09-24 06:26:11 main:581] : INFO : Epoch 1915 | loss: 0.0310853 | val_loss: 0.031225 | Time: 2039.99 ms [2021-09-24 06:26:13 main:581] : INFO : Epoch 1916 | loss: 0.0310852 | val_loss: 0.0312249 | Time: 1957.52 ms [2021-09-24 06:26:15 main:581] : INFO : Epoch 1917 | loss: 0.0310901 | val_loss: 0.0312192 | Time: 1820.11 ms [2021-09-24 06:26:17 main:581] : INFO : Epoch 1918 | loss: 0.0310889 | val_loss: 0.0312157 | Time: 1945.78 ms [2021-09-24 06:26:19 main:581] : INFO : Epoch 1919 | loss: 0.0310864 | val_loss: 0.0312177 | Time: 1849.77 ms [2021-09-24 06:26:20 main:581] : INFO : Epoch 1920 | loss: 0.0310846 | val_loss: 0.0312268 | Time: 1840.53 ms [2021-09-24 06:26:22 main:581] : INFO : Epoch 1921 | loss: 0.0310854 | val_loss: 0.0312191 | Time: 1978.79 ms [2021-09-24 06:26:24 main:581] : INFO : Epoch 1922 | loss: 0.0310926 | val_loss: 0.031213 | Time: 1951.68 ms [2021-09-24 06:26:26 main:581] : INFO : Epoch 1923 | loss: 0.0310912 | val_loss: 0.0312107 | Time: 1954.99 ms [2021-09-24 06:26:28 main:581] : INFO : Epoch 1924 | loss: 0.0310833 | val_loss: 0.031211 | Time: 2142.16 ms [2021-09-24 06:26:31 main:581] : INFO : Epoch 1925 | loss: 0.0310881 | val_loss: 0.0312166 | Time: 2172.87 ms [2021-09-24 06:26:32 main:581] : INFO : Epoch 1926 | loss: 0.0310836 | val_loss: 0.0312137 | Time: 1873.59 ms [2021-09-24 06:26:35 main:581] : INFO : Epoch 1927 | loss: 0.0310808 | val_loss: 0.0312385 | Time: 2101.66 ms [2021-09-24 06:26:37 main:581] : INFO : Epoch 1928 | loss: 0.0310792 | val_loss: 0.0312303 | Time: 2193.72 ms [2021-09-24 06:26:39 main:581] : INFO : Epoch 1929 | loss: 0.0310844 | val_loss: 0.0312019 | Time: 2021.48 ms [2021-09-24 06:26:41 main:581] : INFO : Epoch 1930 | loss: 0.0311001 | val_loss: 0.0312111 | Time: 1845.33 ms [2021-09-24 06:26:43 main:581] : INFO : Epoch 1931 | loss: 0.0311061 | val_loss: 0.0312048 | Time: 2028.83 ms [2021-09-24 06:26:45 main:581] : INFO : Epoch 1932 | loss: 0.0310965 | val_loss: 0.0312076 | Time: 2086.06 ms [2021-09-24 06:26:47 main:581] : INFO : Epoch 1933 | loss: 0.0311007 | val_loss: 0.0312065 | Time: 2056.64 ms [2021-09-24 06:26:49 main:581] : INFO : Epoch 1934 | loss: 0.0311001 | val_loss: 0.0311984 | Time: 1996.71 ms [2021-09-24 06:26:51 main:581] : INFO : Epoch 1935 | loss: 0.0310902 | val_loss: 0.0312151 | Time: 2006.72 ms [2021-09-24 06:26:53 main:581] : INFO : Epoch 1936 | loss: 0.031085 | val_loss: 0.03122 | Time: 2181.37 ms [2021-09-24 06:26:55 main:581] : INFO : Epoch 1937 | loss: 0.0310867 | val_loss: 0.0312154 | Time: 2110.89 ms [2021-09-24 06:26:57 main:581] : INFO : Epoch 1938 | loss: 0.0310816 | val_loss: 0.0312121 | Time: 2050.8 ms [2021-09-24 06:26:59 main:581] : INFO : Epoch 1939 | loss: 0.031079 | val_loss: 0.0312334 | Time: 2332.42 ms [2021-09-24 06:27:01 main:581] : INFO : Epoch 1940 | loss: 0.0310812 | val_loss: 0.0312339 | Time: 1926.2 ms [2021-09-24 06:27:03 main:581] : INFO : Epoch 1941 | loss: 0.0310819 | val_loss: 0.0312158 | Time: 1916.2 ms [2021-09-24 06:27:05 main:581] : INFO : Epoch 1942 | loss: 0.0310811 | val_loss: 0.0312165 | Time: 2121.73 ms [2021-09-24 06:27:08 main:581] : INFO : Epoch 1943 | loss: 0.0310915 | val_loss: 0.0312135 | Time: 2085.9 ms [2021-09-24 06:27:10 main:581] : INFO : Epoch 1944 | loss: 0.0310937 | val_loss: 0.0312337 | Time: 2101.65 ms [2021-09-24 06:27:12 main:581] : INFO : Epoch 1945 | loss: 0.03109 | val_loss: 0.031209 | Time: 2038.61 ms [2021-09-24 06:27:14 main:581] : INFO : Epoch 1946 | loss: 0.0310837 | val_loss: 0.031211 | Time: 2199.88 ms [2021-09-24 06:27:16 main:581] : INFO : Epoch 1947 | loss: 0.0310799 | val_loss: 0.0312225 | Time: 2213.71 ms [2021-09-24 06:27:18 main:581] : INFO : Epoch 1948 | loss: 0.0310825 | val_loss: 0.0312293 | Time: 2033.95 ms [2021-09-24 06:27:20 main:581] : INFO : Epoch 1949 | loss: 0.0310815 | val_loss: 0.0312152 | Time: 2090.08 ms [2021-09-24 06:27:22 main:581] : INFO : Epoch 1950 | loss: 0.0310851 | val_loss: 0.0312127 | Time: 2219.49 ms [2021-09-24 06:27:25 main:581] : INFO : Epoch 1951 | loss: 0.0310766 | val_loss: 0.031228 | Time: 2106.57 ms [2021-09-24 06:27:26 main:581] : INFO : Epoch 1952 | loss: 0.0310796 | val_loss: 0.0312219 | Time: 1965.5 ms [2021-09-24 06:27:28 main:581] : INFO : Epoch 1953 | loss: 0.0310803 | val_loss: 0.0312268 | Time: 1977.14 ms [2021-09-24 06:27:30 main:581] : INFO : Epoch 1954 | loss: 0.0310824 | val_loss: 0.0312145 | Time: 1944.63 ms [2021-09-24 06:27:32 main:581] : INFO : Epoch 1955 | loss: 0.0310856 | val_loss: 0.0312204 | Time: 1961.51 ms [2021-09-24 06:27:34 main:581] : INFO : Epoch 1956 | loss: 0.0310832 | val_loss: 0.0312253 | Time: 1956.8 ms [2021-09-24 06:27:37 main:581] : INFO : Epoch 1957 | loss: 0.0310814 | val_loss: 0.0312413 | Time: 2577.34 ms [2021-09-24 06:27:39 main:581] : INFO : Epoch 1958 | loss: 0.0310748 | val_loss: 0.0312173 | Time: 2177.24 ms [2021-09-24 06:27:41 main:581] : INFO : Epoch 1959 | loss: 0.0310715 | val_loss: 0.0312434 | Time: 2237.65 ms [2021-09-24 06:27:44 main:581] : INFO : Epoch 1960 | loss: 0.0310751 | val_loss: 0.0312188 | Time: 2411.55 ms [2021-09-24 06:27:46 main:581] : INFO : Epoch 1961 | loss: 0.0310717 | val_loss: 0.0312383 | Time: 2459.85 ms [2021-09-24 06:27:48 main:581] : INFO : Epoch 1962 | loss: 0.0310711 | val_loss: 0.0312286 | Time: 2207.58 ms [2021-09-24 06:27:51 main:581] : INFO : Epoch 1963 | loss: 0.0310754 | val_loss: 0.0312247 | Time: 2368.89 ms [2021-09-24 06:27:53 main:581] : INFO : Epoch 1964 | loss: 0.0310794 | val_loss: 0.0312285 | Time: 2201.37 ms [2021-09-24 06:27:55 main:581] : INFO : Epoch 1965 | loss: 0.0310827 | val_loss: 0.0312136 | Time: 2253.26 ms [2021-09-24 06:27:57 main:581] : INFO : Epoch 1966 | loss: 0.0310864 | val_loss: 0.031231 | Time: 2116.34 ms [2021-09-24 06:27:59 main:581] : INFO : Epoch 1967 | loss: 0.0310789 | val_loss: 0.0312196 | Time: 1941.2 ms [2021-09-24 06:28:01 main:581] : INFO : Epoch 1968 | loss: 0.0310795 | val_loss: 0.0312552 | Time: 1860.55 ms [2021-09-24 06:28:03 main:581] : INFO : Epoch 1969 | loss: 0.0310857 | val_loss: 0.0312291 | Time: 2154.47 ms [2021-09-24 06:28:05 main:581] : INFO : Epoch 1970 | loss: 0.0311061 | val_loss: 0.0312091 | Time: 2081.16 ms [2021-09-24 06:28:08 main:581] : INFO : Epoch 1971 | loss: 0.0311211 | val_loss: 0.0311953 | Time: 2193.6 ms [2021-09-24 06:28:10 main:581] : INFO : Epoch 1972 | loss: 0.0311079 | val_loss: 0.0312084 | Time: 2410.43 ms [2021-09-24 06:28:13 main:581] : INFO : Epoch 1973 | loss: 0.0311019 | val_loss: 0.031217 | Time: 2588.76 ms [2021-09-24 06:28:15 main:581] : INFO : Epoch 1974 | loss: 0.0310985 | val_loss: 0.0312302 | Time: 2788.92 ms [2021-09-24 06:28:18 main:581] : INFO : Epoch 1975 | loss: 0.0310903 | val_loss: 0.0312132 | Time: 2849.34 ms [2021-09-24 06:28:21 main:581] : INFO : Epoch 1976 | loss: 0.0310846 | val_loss: 0.0312211 | Time: 2361.76 ms [2021-09-24 06:28:23 main:581] : INFO : Epoch 1977 | loss: 0.0310834 | val_loss: 0.0312223 | Time: 2329.16 ms [2021-09-24 06:28:25 main:581] : INFO : Epoch 1978 | loss: 0.0310845 | val_loss: 0.0312054 | Time: 2133.92 ms [2021-09-24 06:28:27 main:581] : INFO : Epoch 1979 | loss: 0.0310962 | val_loss: 0.0312205 | Time: 2236.89 ms [2021-09-24 06:28:30 main:581] : INFO : Epoch 1980 | loss: 0.0310904 | val_loss: 0.0312131 | Time: 2465.54 ms [2021-09-24 06:28:32 main:581] : INFO : Epoch 1981 | loss: 0.0310843 | val_loss: 0.0312162 | Time: 2229.84 ms [2021-09-24 06:28:34 main:581] : INFO : Epoch 1982 | loss: 0.031083 | val_loss: 0.0312129 | Time: 2000.85 ms [2021-09-24 06:28:36 main:581] : INFO : Epoch 1983 | loss: 0.0310904 | val_loss: 0.0312074 | Time: 2159.21 ms [2021-09-24 06:28:39 main:581] : INFO : Epoch 1984 | loss: 0.031082 | val_loss: 0.0312232 | Time: 2602.18 ms [2021-09-24 06:28:41 main:581] : INFO : Epoch 1985 | loss: 0.0310813 | val_loss: 0.0312258 | Time: 2306.86 ms [2021-09-24 06:28:43 main:581] : INFO : Epoch 1986 | loss: 0.0310763 | val_loss: 0.0312205 | Time: 2114.19 ms [2021-09-24 06:28:46 main:581] : INFO : Epoch 1987 | loss: 0.0310725 | val_loss: 0.0312296 | Time: 2410.89 ms [2021-09-24 06:28:48 main:581] : INFO : Epoch 1988 | loss: 0.0310745 | val_loss: 0.0312214 | Time: 2294.8 ms [2021-09-24 06:28:50 main:581] : INFO : Epoch 1989 | loss: 0.0310762 | val_loss: 0.0312178 | Time: 2020.08 ms [2021-09-24 06:28:52 main:581] : INFO : Epoch 1990 | loss: 0.0310767 | val_loss: 0.0312161 | Time: 2220.5 ms [2021-09-24 06:28:54 main:581] : INFO : Epoch 1991 | loss: 0.0310743 | val_loss: 0.0312198 | Time: 2340.15 ms [2021-09-24 06:28:57 main:581] : INFO : Epoch 1992 | loss: 0.0310771 | val_loss: 0.0312265 | Time: 2473.44 ms [2021-09-24 06:28:59 main:581] : INFO : Epoch 1993 | loss: 0.03108 | val_loss: 0.031226 | Time: 1970.16 ms [2021-09-24 06:29:01 main:581] : INFO : Epoch 1994 | loss: 0.0310775 | val_loss: 0.0312193 | Time: 2514.31 ms [2021-09-24 06:29:04 main:581] : INFO : Epoch 1995 | loss: 0.0310859 | val_loss: 0.0312039 | Time: 2278.25 ms [2021-09-24 06:29:06 main:581] : INFO : Epoch 1996 | loss: 0.0310995 | val_loss: 0.0312148 | Time: 2215.87 ms [2021-09-24 06:29:09 main:581] : INFO : Epoch 1997 | loss: 0.0310965 | val_loss: 0.0312031 | Time: 3014.16 ms [2021-09-24 06:29:12 main:581] : INFO : Epoch 1998 | loss: 0.0310952 | val_loss: 0.031221 | Time: 2709.47 ms [2021-09-24 06:29:14 main:581] : INFO : Epoch 1999 | loss: 0.031095 | val_loss: 0.0312089 | Time: 2283.56 ms [2021-09-24 06:29:16 main:581] : INFO : Epoch 2000 | loss: 0.0310878 | val_loss: 0.0312104 | Time: 2354.88 ms [2021-09-24 06:29:18 main:581] : INFO : Epoch 2001 | loss: 0.031086 | val_loss: 0.0312207 | Time: 2101.94 ms [2021-09-24 06:29:20 main:581] : INFO : Epoch 2002 | loss: 0.0310826 | val_loss: 0.0312131 | Time: 2060.07 ms [2021-09-24 06:29:22 main:581] : INFO : Epoch 2003 | loss: 0.0310778 | val_loss: 0.0312215 | Time: 1966.76 ms [2021-09-24 06:29:24 main:581] : INFO : Epoch 2004 | loss: 0.0310904 | val_loss: 0.0312136 | Time: 1851.04 ms [2021-09-24 06:29:26 main:581] : INFO : Epoch 2005 | loss: 0.0310854 | val_loss: 0.0312243 | Time: 2160.28 ms [2021-09-24 06:29:29 main:581] : INFO : Epoch 2006 | loss: 0.0310791 | val_loss: 0.0312338 | Time: 2169 ms [2021-09-24 06:29:31 main:581] : INFO : Epoch 2007 | loss: 0.0310767 | val_loss: 0.0312241 | Time: 1993.6 ms [2021-09-24 06:29:33 main:581] : INFO : Epoch 2008 | loss: 0.0310753 | val_loss: 0.0312255 | Time: 2034.37 ms [2021-09-24 06:29:35 main:581] : INFO : Epoch 2009 | loss: 0.0310767 | val_loss: 0.0312367 | Time: 2146.73 ms [2021-09-24 06:29:37 main:581] : INFO : Epoch 2010 | loss: 0.0310753 | val_loss: 0.0312189 | Time: 2284.47 ms [2021-09-24 06:29:39 main:581] : INFO : Epoch 2011 | loss: 0.0310738 | val_loss: 0.0312335 | Time: 2155.45 ms [2021-09-24 06:29:41 main:581] : INFO : Epoch 2012 | loss: 0.0310748 | val_loss: 0.0312294 | Time: 1978.8 ms [2021-09-24 06:29:43 main:581] : INFO : Epoch 2013 | loss: 0.0310745 | val_loss: 0.0312379 | Time: 2112.13 ms [2021-09-24 06:29:45 main:581] : INFO : Epoch 2014 | loss: 0.0310796 | val_loss: 0.0312061 | Time: 1909.84 ms [2021-09-24 06:29:47 main:581] : INFO : Epoch 2015 | loss: 0.0311295 | val_loss: 0.0311998 | Time: 1825.36 ms [2021-09-24 06:29:49 main:581] : INFO : Epoch 2016 | loss: 0.031125 | val_loss: 0.0311941 | Time: 1944.34 ms [2021-09-24 06:29:51 main:581] : INFO : Epoch 2017 | loss: 0.0311138 | val_loss: 0.0312084 | Time: 1948.94 ms [2021-09-24 06:29:53 main:581] : INFO : Epoch 2018 | loss: 0.0311055 | val_loss: 0.0312062 | Time: 1876.79 ms [2021-09-24 06:29:55 main:581] : INFO : Epoch 2019 | loss: 0.0310916 | val_loss: 0.0312076 | Time: 1978.95 ms [2021-09-24 06:29:57 main:581] : INFO : Epoch 2020 | loss: 0.0310842 | val_loss: 0.0312201 | Time: 2176.4 ms [2021-09-24 06:29:59 main:581] : INFO : Epoch 2021 | loss: 0.0310798 | val_loss: 0.0312232 | Time: 2081.2 ms [2021-09-24 06:30:01 main:581] : INFO : Epoch 2022 | loss: 0.0310831 | val_loss: 0.0312187 | Time: 2090.22 ms [2021-09-24 06:30:03 main:581] : INFO : Epoch 2023 | loss: 0.0310773 | val_loss: 0.0312097 | Time: 2224.5 ms [2021-09-24 06:30:06 main:581] : INFO : Epoch 2024 | loss: 0.0310734 | val_loss: 0.0312199 | Time: 2353.9 ms [2021-09-24 06:30:08 main:581] : INFO : Epoch 2025 | loss: 0.0310792 | val_loss: 0.0312145 | Time: 2041.7 ms [2021-09-24 06:30:10 main:581] : INFO : Epoch 2026 | loss: 0.0310952 | val_loss: 0.0312166 | Time: 2074.28 ms [2021-09-24 06:30:12 main:581] : INFO : Epoch 2027 | loss: 0.031087 | val_loss: 0.0312202 | Time: 2212.51 ms [2021-09-24 06:30:14 main:581] : INFO : Epoch 2028 | loss: 0.0310812 | val_loss: 0.0312235 | Time: 2221.36 ms [2021-09-24 06:30:16 main:581] : INFO : Epoch 2029 | loss: 0.031075 | val_loss: 0.0312429 | Time: 1859.51 ms [2021-09-24 06:30:18 main:581] : INFO : Epoch 2030 | loss: 0.0310751 | val_loss: 0.031227 | Time: 2325.06 ms [2021-09-24 06:30:20 main:581] : INFO : Epoch 2031 | loss: 0.0310744 | val_loss: 0.0312318 | Time: 1985.66 ms [2021-09-24 06:30:23 main:581] : INFO : Epoch 2032 | loss: 0.0310766 | val_loss: 0.0312131 | Time: 2123.66 ms [2021-09-24 06:30:25 main:581] : INFO : Epoch 2033 | loss: 0.0310785 | val_loss: 0.031224 | Time: 2068.79 ms [2021-09-24 06:30:27 main:581] : INFO : Epoch 2034 | loss: 0.0310765 | val_loss: 0.0312288 | Time: 2138.18 ms [2021-09-24 06:30:29 main:581] : INFO : Epoch 2035 | loss: 0.031072 | val_loss: 0.0312349 | Time: 2184.28 ms [2021-09-24 06:30:31 main:581] : INFO : Epoch 2036 | loss: 0.0310724 | val_loss: 0.0312279 | Time: 2155.45 ms [2021-09-24 06:30:33 main:581] : INFO : Epoch 2037 | loss: 0.0310743 | val_loss: 0.0312238 | Time: 2179.94 ms [2021-09-24 06:30:35 main:581] : INFO : Epoch 2038 | loss: 0.031079 | val_loss: 0.0312178 | Time: 2205.11 ms [2021-09-24 06:30:38 main:581] : INFO : Epoch 2039 | loss: 0.0310817 | val_loss: 0.0312157 | Time: 2417.6 ms [2021-09-24 06:30:40 main:581] : INFO : Epoch 2040 | loss: 0.0310797 | val_loss: 0.0312238 | Time: 2077.26 ms [2021-09-24 06:30:42 main:581] : INFO : Epoch 2041 | loss: 0.0310728 | val_loss: 0.0312215 | Time: 2075.37 ms [2021-09-24 06:30:44 main:581] : INFO : Epoch 2042 | loss: 0.031073 | val_loss: 0.0312236 | Time: 2064.09 ms [2021-09-24 06:30:46 main:581] : INFO : Epoch 2043 | loss: 0.0310758 | val_loss: 0.031221 | Time: 2080.31 ms [2021-09-24 06:30:48 main:581] : INFO : Epoch 2044 | loss: 0.0310748 | val_loss: 0.0312274 | Time: 1933.12 ms [2021-09-24 06:30:50 main:581] : INFO : Epoch 2045 | loss: 0.031071 | val_loss: 0.0312242 | Time: 1820.53 ms [2021-09-24 06:30:52 main:581] : INFO : Epoch 2046 | loss: 0.0310721 | val_loss: 0.0312271 | Time: 1855.57 ms [2021-09-24 06:30:54 main:581] : INFO : Epoch 2047 | loss: 0.0310716 | val_loss: 0.0312274 | Time: 1923.3 ms [2021-09-24 06:30:56 main:581] : INFO : Epoch 2048 | loss: 0.0310717 | val_loss: 0.0312339 | Time: 2067.71 ms [2021-09-24 06:30:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312339 [2021-09-24 06:30:56 main:610] : INFO : Saving end state to config to file [2021-09-24 06:30:56 main:615] : INFO : Success, exiting.. 06:30:56 (2644213): 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)