Task 4144397
| Name | ParityMachine-1612383457-29022-4_0 |
| Workunit | 2251057 |
| Created | 22 Feb 2021, 10:15:52 UTC |
| Sent | 5 Mar 2021, 11:35:55 UTC |
| Report deadline | 12 Mar 2021, 11:35:55 UTC |
| Received | 5 Mar 2021, 17:19:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 0 min 50 sec |
| CPU time | 1 hours 0 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 1-03-05 12:02:38 main:581] : INFO : Epoch 1538 | loss: 0.031106 | val_loss: 0.0311568 | Time: 2122.78 ms [2021-03-05 12:02:40 main:581] : INFO : Epoch 1539 | loss: 0.0311082 | val_loss: 0.031159 | Time: 1966.66 ms [2021-03-05 12:02:42 main:581] : INFO : Epoch 1540 | loss: 0.0311073 | val_loss: 0.031162 | Time: 1978.43 ms [2021-03-05 12:02:44 main:581] : INFO : Epoch 1541 | loss: 0.031107 | val_loss: 0.0311587 | Time: 2002.82 ms [2021-03-05 12:02:46 main:581] : INFO : Epoch 1542 | loss: 0.0311087 | val_loss: 0.0311683 | Time: 1995.99 ms [2021-03-05 12:02:48 main:581] : INFO : Epoch 1543 | loss: 0.0311104 | val_loss: 0.0311568 | Time: 1976.9 ms [2021-03-05 12:02:50 main:581] : INFO : Epoch 1544 | loss: 0.0311076 | val_loss: 0.0311595 | Time: 1983.87 ms [2021-03-05 12:02:52 main:581] : INFO : Epoch 1545 | loss: 0.0311077 | val_loss: 0.0311575 | Time: 1919.3 ms [2021-03-05 12:02:55 main:581] : INFO : Epoch 1546 | loss: 0.0311067 | val_loss: 0.031156 | Time: 2244.11 ms [2021-03-05 12:02:57 main:581] : INFO : Epoch 1547 | loss: 0.0311083 | val_loss: 0.0311545 | Time: 2348.12 ms [2021-03-05 12:02:59 main:581] : INFO : Epoch 1548 | loss: 0.03111 | val_loss: 0.0311538 | Time: 2159.06 ms [2021-03-05 12:03:01 main:581] : INFO : Epoch 1549 | loss: 0.0311085 | val_loss: 0.0311577 | Time: 1953.17 ms [2021-03-05 12:03:03 main:581] : INFO : Epoch 1550 | loss: 0.031107 | val_loss: 0.0311564 | Time: 1960.24 ms [2021-03-05 12:03:05 main:581] : INFO : Epoch 1551 | loss: 0.031109 | val_loss: 0.0311605 | Time: 1934.79 ms [2021-03-05 12:03:07 main:581] : INFO : Epoch 1552 | loss: 0.0311161 | val_loss: 0.0311586 | Time: 1940.81 ms [2021-03-05 12:03:09 main:581] : INFO : Epoch 1553 | loss: 0.0311184 | val_loss: 0.031159 | Time: 1916.02 ms [2021-03-05 12:03:11 main:581] : INFO : Epoch 1554 | loss: 0.0311106 | val_loss: 0.0311526 | Time: 1980.93 ms [2021-03-05 12:03:13 main:581] : INFO : Epoch 1555 | loss: 0.0311102 | val_loss: 0.0311592 | Time: 1956.37 ms [2021-03-05 12:03:15 main:581] : INFO : Epoch 1556 | loss: 0.031112 | val_loss: 0.0311611 | Time: 1916.32 ms [2021-03-05 12:03:17 main:581] : INFO : Epoch 1557 | loss: 0.0311155 | val_loss: 0.03116 | Time: 1961.96 ms [2021-03-05 12:03:19 main:581] : INFO : Epoch 1558 | loss: 0.0311194 | val_loss: 0.0311543 | Time: 1968.01 ms [2021-03-05 12:03:20 main:581] : INFO : Epoch 1559 | loss: 0.0311175 | val_loss: 0.0311554 | Time: 1902.72 ms [2021-03-05 12:03:22 main:581] : INFO : Epoch 1560 | loss: 0.03112 | val_loss: 0.0311565 | Time: 1954.06 ms [2021-03-05 12:03:24 main:581] : INFO : Epoch 1561 | loss: 0.0311148 | val_loss: 0.031157 | Time: 1976.26 ms [2021-03-05 12:03:26 main:581] : INFO : Epoch 1562 | loss: 0.0311131 | val_loss: 0.0311529 | Time: 1975.89 ms [2021-03-05 12:03:28 main:581] : INFO : Epoch 1563 | loss: 0.031112 | val_loss: 0.0311577 | Time: 1965.53 ms [2021-03-05 12:03:30 main:581] : INFO : Epoch 1564 | loss: 0.0311101 | val_loss: 0.0311576 | Time: 1945.94 ms [2021-03-05 12:03:32 main:581] : INFO : Epoch 1565 | loss: 0.0311118 | val_loss: 0.031159 | Time: 1926.76 ms [2021-03-05 12:03:34 main:581] : INFO : Epoch 1566 | loss: 0.0311132 | val_loss: 0.031161 | Time: 1901.26 ms [2021-03-05 12:03:36 main:581] : INFO : Epoch 1567 | loss: 0.0311126 | val_loss: 0.0311655 | Time: 1950.32 ms [2021-03-05 12:03:38 main:581] : INFO : Epoch 1568 | loss: 0.0311122 | val_loss: 0.0311619 | Time: 1976.83 ms [2021-03-05 12:03:40 main:581] : INFO : Epoch 1569 | loss: 0.0311104 | val_loss: 0.0311584 | Time: 1930.65 ms [2021-03-05 12:03:42 main:581] : INFO : Epoch 1570 | loss: 0.0311089 | val_loss: 0.0311578 | Time: 1965.96 ms [2021-03-05 12:03:44 main:581] : INFO : Epoch 1571 | loss: 0.0311088 | val_loss: 0.0311562 | Time: 2009.94 ms [2021-03-05 12:03:46 main:581] : INFO : Epoch 1572 | loss: 0.0311069 | val_loss: 0.0311602 | Time: 2055.88 ms [2021-03-05 12:03:48 main:581] : INFO : Epoch 1573 | loss: 0.0311083 | val_loss: 0.0311614 | Time: 2035.65 ms [2021-03-05 12:03:50 main:581] : INFO : Epoch 1574 | loss: 0.0311111 | val_loss: 0.0311609 | Time: 2057 ms [2021-03-05 12:03:52 main:581] : INFO : Epoch 1575 | loss: 0.0311102 | val_loss: 0.0311589 | Time: 1930.97 ms [2021-03-05 12:03:54 main:581] : INFO : Epoch 1576 | loss: 0.0311114 | val_loss: 0.0311607 | Time: 1970.48 ms [2021-03-05 12:03:56 main:581] : INFO : Epoch 1577 | loss: 0.0311109 | val_loss: 0.0311599 | Time: 2012.77 ms [2021-03-05 12:03:58 main:581] : INFO : Epoch 1578 | loss: 0.031112 | val_loss: 0.0311649 | Time: 2054.87 ms [2021-03-05 12:04:00 main:581] : INFO : Epoch 1579 | loss: 0.0311151 | val_loss: 0.0311627 | Time: 2044.95 ms [2021-03-05 12:04:02 main:581] : INFO : Epoch 1580 | loss: 0.0311147 | val_loss: 0.0311623 | Time: 1932.05 ms [2021-03-05 12:04:04 main:581] : INFO : Epoch 1581 | loss: 0.0311109 | val_loss: 0.0311632 | Time: 1965.77 ms [2021-03-05 12:04:06 main:581] : INFO : Epoch 1582 | loss: 0.0311106 | val_loss: 0.0311652 | Time: 1975.05 ms [2021-03-05 12:04:08 main:581] : INFO : Epoch 1583 | loss: 0.0311127 | val_loss: 0.031156 | Time: 2005.56 ms [2021-03-05 12:04:10 main:581] : INFO : Epoch 1584 | loss: 0.0311118 | val_loss: 0.0311606 | Time: 1957.9 ms [2021-03-05 12:04:12 main:581] : INFO : Epoch 1585 | loss: 0.0311144 | val_loss: 0.0311601 | Time: 1937.56 ms [2021-03-05 12:04:14 main:581] : INFO : Epoch 1586 | loss: 0.0311152 | val_loss: 0.0311559 | Time: 1963.81 ms [2021-03-05 12:04:16 main:581] : INFO : Epoch 1587 | loss: 0.0311211 | val_loss: 0.0311514 | Time: 1998.99 ms [2021-03-05 12:04:18 main:581] : INFO : Epoch 1588 | loss: 0.0311301 | val_loss: 0.031159 | Time: 2001.07 ms [2021-03-05 12:04:20 main:581] : INFO : Epoch 1589 | loss: 0.0311244 | val_loss: 0.0311525 | Time: 1997.05 ms [2021-03-05 12:04:22 main:581] : INFO : Epoch 1590 | loss: 0.0311221 | val_loss: 0.0311484 | Time: 1979.63 ms [2021-03-05 12:04:24 main:581] : INFO : Epoch 1591 | loss: 0.0311189 | val_loss: 0.0311548 | Time: 1996.25 ms [2021-03-05 12:04:26 main:581] : INFO : Epoch 1592 | loss: 0.031122 | val_loss: 0.0311564 | Time: 1979.61 ms [2021-03-05 12:04:28 main:581] : INFO : Epoch 1593 | loss: 0.0311177 | val_loss: 0.0311531 | Time: 1966.86 ms [2021-03-05 12:04:30 main:581] : INFO : Epoch 1594 | loss: 0.0311149 | val_loss: 0.031155 | Time: 1985.06 ms [2021-03-05 12:04:32 main:581] : INFO : Epoch 1595 | loss: 0.0311146 | val_loss: 0.0311554 | Time: 2017.16 ms [2021-03-05 12:04:34 main:581] : INFO : Epoch 1596 | loss: 0.0311169 | val_loss: 0.0311541 | Time: 2078.89 ms [2021-03-05 12:04:36 main:581] : INFO : Epoch 1597 | loss: 0.0311153 | val_loss: 0.0311619 | Time: 1995.37 ms [2021-03-05 12:04:38 main:581] : INFO : Epoch 1598 | loss: 0.0311178 | val_loss: 0.0311617 | Time: 1981.99 ms [2021-03-05 12:04:40 main:581] : INFO : Epoch 1599 | loss: 0.031117 | val_loss: 0.0311619 | Time: 1996.87 ms [2021-03-05 12:04:42 main:581] : INFO : Epoch 1600 | loss: 0.0311157 | val_loss: 0.0311612 | Time: 2163.23 ms [2021-03-05 12:04:44 main:581] : INFO : Epoch 1601 | loss: 0.0311167 | val_loss: 0.031163 | Time: 1988.79 ms [2021-03-05 12:04:46 main:581] : INFO : Epoch 1602 | loss: 0.0311137 | val_loss: 0.0311579 | Time: 1990.39 ms [2021-03-05 12:04:48 main:581] : INFO : Epoch 1603 | loss: 0.0311119 | val_loss: 0.0311675 | Time: 1969.9 ms [2021-03-05 12:04:50 main:581] : INFO : Epoch 1604 | loss: 0.0311134 | val_loss: 0.0311602 | Time: 1939.49 ms [2021-03-05 12:04:52 main:581] : INFO : Epoch 1605 | loss: 0.031113 | val_loss: 0.0311557 | Time: 2035.96 ms [2021-03-05 12:04:54 main:581] : INFO : Epoch 1606 | loss: 0.0311128 | val_loss: 0.0311562 | Time: 1952.35 ms [2021-03-05 12:04:56 main:581] : INFO : Epoch 1607 | loss: 0.0311127 | val_loss: 0.0311595 | Time: 1958.51 ms [2021-03-05 12:04:58 main:581] : INFO : Epoch 1608 | loss: 0.0311109 | val_loss: 0.0311567 | Time: 1934.61 ms [2021-03-05 12:05:00 main:581] : INFO : Epoch 1609 | loss: 0.0311129 | val_loss: 0.0311574 | Time: 1935.2 ms [2021-03-05 12:05:02 main:581] : INFO : Epoch 1610 | loss: 0.0311148 | val_loss: 0.0311592 | Time: 1989.7 ms [2021-03-05 12:05:04 main:581] : INFO : Epoch 1611 | loss: 0.0311115 | val_loss: 0.0311614 | Time: 1996.68 ms [2021-03-05 12:05:06 main:581] : INFO : Epoch 1612 | loss: 0.0311131 | val_loss: 0.0311584 | Time: 1923.49 ms [2021-03-05 12:05:08 main:581] : INFO : Epoch 1613 | loss: 0.0311208 | val_loss: 0.0311602 | Time: 1969.22 ms [2021-03-05 12:05:10 main:581] : INFO : Epoch 1614 | loss: 0.0311171 | val_loss: 0.0311546 | Time: 2082.5 ms [2021-03-05 12:05:12 main:581] : INFO : Epoch 1615 | loss: 0.0311172 | val_loss: 0.0311497 | Time: 1909.84 ms [2021-03-05 12:05:14 main:581] : INFO : Epoch 1616 | loss: 0.0311297 | val_loss: 0.0311522 | Time: 2345.75 ms [2021-03-05 12:05:16 main:581] : INFO : Epoch 1617 | loss: 0.0311254 | val_loss: 0.0311482 | Time: 2085.47 ms [2021-03-05 12:05:18 main:581] : INFO : Epoch 1618 | loss: 0.0311199 | val_loss: 0.0311508 | Time: 1998.89 ms [2021-03-05 12:05:20 main:581] : INFO : Epoch 1619 | loss: 0.0311196 | val_loss: 0.0311516 | Time: 2005.71 ms [2021-03-05 12:05:22 main:581] : INFO : Epoch 1620 | loss: 0.031117 | val_loss: 0.0311591 | Time: 2008.36 ms [2021-03-05 12:05:24 main:581] : INFO : Epoch 1621 | loss: 0.0311186 | val_loss: 0.031157 | Time: 1993.58 ms [2021-03-05 12:05:26 main:581] : INFO : Epoch 1622 | loss: 0.0311151 | val_loss: 0.0311521 | Time: 1953.76 ms [2021-03-05 12:05:28 main:581] : INFO : Epoch 1623 | loss: 0.0311148 | val_loss: 0.0311536 | Time: 1947.53 ms [2021-03-05 12:05:30 main:581] : INFO : Epoch 1624 | loss: 0.0311132 | val_loss: 0.0311484 | Time: 1981.29 ms [2021-03-05 12:05:32 main:581] : INFO : Epoch 1625 | loss: 0.0311138 | val_loss: 0.0311539 | Time: 1982.4 ms [2021-03-05 12:05:34 main:581] : INFO : Epoch 1626 | loss: 0.031114 | val_loss: 0.0311506 | Time: 2116.73 ms [2021-03-05 12:05:36 main:581] : INFO : Epoch 1627 | loss: 0.0311142 | val_loss: 0.0311572 | Time: 2230.29 ms [2021-03-05 12:05:38 main:581] : INFO : Epoch 1628 | loss: 0.0311152 | val_loss: 0.0311569 | Time: 2018.66 ms [2021-03-05 12:05:40 main:581] : INFO : Epoch 1629 | loss: 0.031112 | val_loss: 0.0311554 | Time: 1986.39 ms [2021-03-05 12:05:42 main:581] : INFO : Epoch 1630 | loss: 0.0311129 | val_loss: 0.031157 | Time: 2051.46 ms [2021-03-05 12:05:44 main:581] : INFO : Epoch 1631 | loss: 0.0311115 | val_loss: 0.0311524 | Time: 1921 ms [2021-03-05 12:05:46 main:581] : INFO : Epoch 1632 | loss: 0.0311125 | val_loss: 0.0311513 | Time: 1988.11 ms [2021-03-05 12:05:48 main:581] : INFO : Epoch 1633 | loss: 0.0311098 | val_loss: 0.0311522 | Time: 1967.96 ms [2021-03-05 12:05:50 main:581] : INFO : Epoch 1634 | loss: 0.0311084 | val_loss: 0.031155 | Time: 1978.94 ms [2021-03-05 12:05:52 main:581] : INFO : Epoch 1635 | loss: 0.0311129 | val_loss: 0.0311526 | Time: 1941.85 ms [2021-03-05 12:05:54 main:581] : INFO : Epoch 1636 | loss: 0.0311159 | val_loss: 0.0311505 | Time: 1983.34 ms [2021-03-05 12:05:56 main:581] : INFO : Epoch 1637 | loss: 0.0311146 | val_loss: 0.0311501 | Time: 1951.38 ms [2021-03-05 12:05:58 main:581] : INFO : Epoch 1638 | loss: 0.0311175 | val_loss: 0.0311555 | Time: 1952.83 ms [2021-03-05 12:06:00 main:581] : INFO : Epoch 1639 | loss: 0.0311139 | val_loss: 0.0311525 | Time: 1908.23 ms [2021-03-05 12:06:02 main:581] : INFO : Epoch 1640 | loss: 0.0311114 | val_loss: 0.0311556 | Time: 1919.75 ms [2021-03-05 12:06:04 main:581] : INFO : Epoch 1641 | loss: 0.0311106 | val_loss: 0.0311549 | Time: 2036.18 ms [2021-03-05 12:06:06 main:581] : INFO : Epoch 1642 | loss: 0.0311107 | val_loss: 0.0311517 | Time: 2002.1 ms [2021-03-05 12:06:08 main:581] : INFO : Epoch 1643 | loss: 0.0311112 | val_loss: 0.0311508 | Time: 1932.18 ms [2021-03-05 12:06:10 main:581] : INFO : Epoch 1644 | loss: 0.0311132 | val_loss: 0.0311757 | Time: 1943.51 ms [2021-03-05 12:06:12 main:581] : INFO : Epoch 1645 | loss: 0.0311153 | val_loss: 0.0311487 | Time: 1979.93 ms [2021-03-05 12:06:14 main:581] : INFO : Epoch 1646 | loss: 0.0311097 | val_loss: 0.0311493 | Time: 1975.39 ms [2021-03-05 12:06:16 main:581] : INFO : Epoch 1647 | loss: 0.0311082 | val_loss: 0.0311479 | Time: 1978.04 ms [2021-03-05 12:06:18 main:581] : INFO : Epoch 1648 | loss: 0.0311075 | val_loss: 0.0311475 | Time: 1957.75 ms [2021-03-05 12:06:20 main:581] : INFO : Epoch 1649 | loss: 0.0311107 | val_loss: 0.0311545 | Time: 2066.65 ms [2021-03-05 12:06:22 main:581] : INFO : Epoch 1650 | loss: 0.0311104 | val_loss: 0.0311505 | Time: 2246.98 ms [2021-03-05 12:06:24 main:581] : INFO : Epoch 1651 | loss: 0.0311074 | val_loss: 0.031159 | Time: 2295.43 ms [2021-03-05 12:06:26 main:581] : INFO : Epoch 1652 | loss: 0.031106 | val_loss: 0.0311615 | Time: 2171.02 ms [2021-03-05 12:06:28 main:581] : INFO : Epoch 1653 | loss: 0.0311108 | val_loss: 0.0311527 | Time: 2024.39 ms [2021-03-05 12:06:30 main:581] : INFO : Epoch 1654 | loss: 0.0311185 | val_loss: 0.0311572 | Time: 2000.88 ms [2021-03-05 12:06:32 main:581] : INFO : Epoch 1655 | loss: 0.0311152 | val_loss: 0.0311522 | Time: 2011.56 ms [2021-03-05 12:06:34 main:581] : INFO : Epoch 1656 | loss: 0.0311191 | val_loss: 0.0311547 | Time: 1989.96 ms [2021-03-05 12:06:37 main:581] : INFO : Epoch 1657 | loss: 0.0311149 | val_loss: 0.0311506 | Time: 2103.05 ms [2021-03-05 12:06:39 main:581] : INFO : Epoch 1658 | loss: 0.0311162 | val_loss: 0.0311575 | Time: 2005.66 ms [2021-03-05 12:06:40 main:581] : INFO : Epoch 1659 | loss: 0.0311103 | val_loss: 0.0311565 | Time: 1915.26 ms [2021-03-05 12:06:42 main:581] : INFO : Epoch 1660 | loss: 0.0311148 | val_loss: 0.0311669 | Time: 2003.43 ms [2021-03-05 12:06:44 main:581] : INFO : Epoch 1661 | loss: 0.0311101 | val_loss: 0.031164 | Time: 2064.95 ms [2021-03-05 12:06:47 main:581] : INFO : Epoch 1662 | loss: 0.0311098 | val_loss: 0.0311602 | Time: 2288.3 ms [2021-03-05 12:06:49 main:581] : INFO : Epoch 1663 | loss: 0.0311088 | val_loss: 0.0311596 | Time: 2314 ms [2021-03-05 12:06:51 main:581] : INFO : Epoch 1664 | loss: 0.0311069 | val_loss: 0.0311572 | Time: 2314.96 ms [2021-03-05 12:06:53 main:581] : INFO : Epoch 1665 | loss: 0.0311085 | val_loss: 0.0311602 | Time: 2054.78 ms [2021-03-05 12:06:55 main:581] : INFO : Epoch 1666 | loss: 0.031107 | val_loss: 0.0311593 | Time: 1965.71 ms [2021-03-05 12:06:57 main:581] : INFO : Epoch 1667 | loss: 0.0311057 | val_loss: 0.0311573 | Time: 1971.53 ms [2021-03-05 12:06:59 main:581] : INFO : Epoch 1668 | loss: 0.0311049 | val_loss: 0.0311596 | Time: 1999.91 ms [2021-03-05 12:07:01 main:581] : INFO : Epoch 1669 | loss: 0.0311043 | val_loss: 0.0311635 | Time: 1925.32 ms [2021-03-05 12:07:03 main:581] : INFO : Epoch 1670 | loss: 0.0311074 | val_loss: 0.0311662 | Time: 1992.54 ms [2021-03-05 12:07:05 main:581] : INFO : Epoch 1671 | loss: 0.0311096 | val_loss: 0.0311558 | Time: 1981.75 ms [2021-03-05 12:07:07 main:581] : INFO : Epoch 1672 | loss: 0.0311079 | val_loss: 0.0311592 | Time: 2013.66 ms [2021-03-05 12:07:09 main:581] : INFO : Epoch 1673 | loss: 0.0311071 | val_loss: 0.0311616 | Time: 2101.56 ms [2021-03-05 12:07:11 main:581] : INFO : Epoch 1674 | loss: 0.0311085 | val_loss: 0.0311569 | Time: 2028.83 ms [2021-03-05 12:07:13 main:581] : INFO : Epoch 1675 | loss: 0.0311098 | val_loss: 0.0311564 | Time: 1968.06 ms [2021-03-05 12:07:15 main:581] : INFO : Epoch 1676 | loss: 0.0311067 | val_loss: 0.0311582 | Time: 1993.09 ms [2021-03-05 12:07:17 main:581] : INFO : Epoch 1677 | loss: 0.0311071 | val_loss: 0.0311565 | Time: 1995.89 ms [2021-03-05 12:07:19 main:581] : INFO : Epoch 1678 | loss: 0.0311076 | val_loss: 0.0311609 | Time: 1943.63 ms [2021-03-05 12:07:21 main:581] : INFO : Epoch 1679 | loss: 0.0311069 | val_loss: 0.0311603 | Time: 1987.02 ms [2021-03-05 12:07:23 main:581] : INFO : Epoch 1680 | loss: 0.0311045 | val_loss: 0.0311641 | Time: 1972.27 ms [2021-03-05 12:07:25 main:581] : INFO : Epoch 1681 | loss: 0.0311047 | val_loss: 0.031158 | Time: 1968.28 ms [2021-03-05 12:07:27 main:581] : INFO : Epoch 1682 | loss: 0.0311057 | val_loss: 0.0311617 | Time: 1978.76 ms [2021-03-05 12:07:29 main:581] : INFO : Epoch 1683 | loss: 0.0311054 | val_loss: 0.0311586 | Time: 1977.88 ms [2021-03-05 12:07:31 main:581] : INFO : Epoch 1684 | loss: 0.0311049 | val_loss: 0.0311607 | Time: 1982.04 ms [2021-03-05 12:07:33 main:581] : INFO : Epoch 1685 | loss: 0.0311021 | val_loss: 0.0311657 | Time: 1980.48 ms [2021-03-05 12:07:35 main:581] : INFO : Epoch 1686 | loss: 0.0311228 | val_loss: 0.0311609 | Time: 1999.89 ms [2021-03-05 12:07:37 main:581] : INFO : Epoch 1687 | loss: 0.0311225 | val_loss: 0.0311585 | Time: 2008.21 ms [2021-03-05 12:07:39 main:581] : INFO : Epoch 1688 | loss: 0.0311177 | val_loss: 0.0311565 | Time: 1997.14 ms [2021-03-05 12:07:41 main:581] : INFO : Epoch 1689 | loss: 0.0311188 | val_loss: 0.031157 | Time: 1992.17 ms [2021-03-05 12:07:43 main:581] : INFO : Epoch 1690 | loss: 0.0311189 | val_loss: 0.0311591 | Time: 1993.7 ms [2021-03-05 12:07:45 main:581] : INFO : Epoch 1691 | loss: 0.0311121 | val_loss: 0.0311538 | Time: 1978.69 ms [2021-03-05 12:07:47 main:581] : INFO : Epoch 1692 | loss: 0.0311082 | val_loss: 0.0311539 | Time: 1972.91 ms [2021-03-05 12:07:49 main:581] : INFO : Epoch 1693 | loss: 0.0311101 | val_loss: 0.0311596 | Time: 1980.98 ms [2021-03-05 12:07:51 main:581] : INFO : Epoch 1694 | loss: 0.0311095 | val_loss: 0.0311563 | Time: 2089.63 ms [2021-03-05 12:07:54 main:581] : INFO : Epoch 1695 | loss: 0.0311095 | val_loss: 0.0311508 | Time: 2328.31 ms [2021-03-05 12:07:56 main:581] : INFO : Epoch 1696 | loss: 0.031108 | val_loss: 0.0311504 | Time: 2346.14 ms [2021-03-05 12:07:58 main:581] : INFO : Epoch 1697 | loss: 0.0311137 | val_loss: 0.031149 | Time: 2293.37 ms [2021-03-05 12:08:00 main:581] : INFO : Epoch 1698 | loss: 0.0311134 | val_loss: 0.031149 | Time: 2137.16 ms [2021-03-05 12:08:02 main:581] : INFO : Epoch 1699 | loss: 0.0311139 | val_loss: 0.0311514 | Time: 1980.96 ms [2021-03-05 12:08:04 main:581] : INFO : Epoch 1700 | loss: 0.0311163 | val_loss: 0.0311548 | Time: 2009.76 ms [2021-03-05 12:08:06 main:581] : INFO : Epoch 1701 | loss: 0.0311137 | val_loss: 0.031158 | Time: 2168.07 ms [2021-03-05 12:08:09 main:581] : INFO : Epoch 1702 | loss: 0.0311093 | val_loss: 0.0311528 | Time: 2204.28 ms [2021-03-05 12:08:11 main:581] : INFO : Epoch 1703 | loss: 0.0311118 | val_loss: 0.0311547 | Time: 2090.93 ms [2021-03-05 12:08:13 main:581] : INFO : Epoch 1704 | loss: 0.0311097 | val_loss: 0.0311541 | Time: 2014.84 ms [2021-03-05 12:08:15 main:581] : INFO : Epoch 1705 | loss: 0.0311122 | val_loss: 0.0311538 | Time: 1984.7 ms [2021-03-05 12:08:17 main:581] : INFO : Epoch 1706 | loss: 0.0311108 | val_loss: 0.0311508 | Time: 1970.21 ms [2021-03-05 12:08:19 main:581] : INFO : Epoch 1707 | loss: 0.0311167 | val_loss: 0.0311525 | Time: 1954.63 ms [2021-03-05 12:08:21 main:581] : INFO : Epoch 1708 | loss: 0.0311133 | val_loss: 0.0311537 | Time: 1971.33 ms [2021-03-05 12:08:23 main:581] : INFO : Epoch 1709 | loss: 0.0311094 | val_loss: 0.0311543 | Time: 1956.98 ms [2021-03-05 12:08:25 main:581] : INFO : Epoch 1710 | loss: 0.0311052 | val_loss: 0.0311535 | Time: 1975.45 ms [2021-03-05 12:08:27 main:581] : INFO : Epoch 1711 | loss: 0.0311074 | val_loss: 0.0311574 | Time: 2274.36 ms [2021-03-05 12:08:29 main:581] : INFO : Epoch 1712 | loss: 0.0311069 | val_loss: 0.0311551 | Time: 2316.15 ms [2021-03-05 12:08:31 main:581] : INFO : Epoch 1713 | loss: 0.0311073 | val_loss: 0.0311588 | Time: 2025.07 ms [2021-03-05 12:08:33 main:581] : INFO : Epoch 1714 | loss: 0.0311096 | val_loss: 0.0311635 | Time: 1983.49 ms [2021-03-05 12:08:35 main:581] : INFO : Epoch 1715 | loss: 0.0311079 | val_loss: 0.0311521 | Time: 1954.06 ms [2021-03-05 12:08:37 main:581] : INFO : Epoch 1716 | loss: 0.0311081 | val_loss: 0.0311499 | Time: 1962 ms [2021-03-05 12:08:39 main:581] : INFO : Epoch 1717 | loss: 0.0311076 | val_loss: 0.0311492 | Time: 1950.14 ms [2021-03-05 12:08:41 main:581] : INFO : Epoch 1718 | loss: 0.031109 | val_loss: 0.0311726 | Time: 1985.05 ms [2021-03-05 12:08:43 main:581] : INFO : Epoch 1719 | loss: 0.0311105 | val_loss: 0.0311535 | Time: 2282.57 ms [2021-03-05 12:08:46 main:581] : INFO : Epoch 1720 | loss: 0.0311076 | val_loss: 0.031157 | Time: 2284.03 ms [2021-03-05 12:08:48 main:581] : INFO : Epoch 1721 | loss: 0.0311078 | val_loss: 0.0311533 | Time: 2199.39 ms [2021-03-05 12:08:50 main:581] : INFO : Epoch 1722 | loss: 0.0311078 | val_loss: 0.0311521 | Time: 1946.42 ms [2021-03-05 12:08:52 main:581] : INFO : Epoch 1723 | loss: 0.0311067 | val_loss: 0.0311546 | Time: 1991.43 ms [2021-03-05 12:08:54 main:581] : INFO : Epoch 1724 | loss: 0.031112 | val_loss: 0.0311586 | Time: 2011.85 ms [2021-03-05 12:08:56 main:581] : INFO : Epoch 1725 | loss: 0.0311104 | val_loss: 0.0311512 | Time: 2005.14 ms [2021-03-05 12:08:58 main:581] : INFO : Epoch 1726 | loss: 0.0311075 | val_loss: 0.031152 | Time: 1991.86 ms [2021-03-05 12:09:00 main:581] : INFO : Epoch 1727 | loss: 0.0311079 | val_loss: 0.0311574 | Time: 1971.49 ms [2021-03-05 12:09:02 main:581] : INFO : Epoch 1728 | loss: 0.031109 | val_loss: 0.0311597 | Time: 1955.91 ms [2021-03-05 12:09:04 main:581] : INFO : Epoch 1729 | loss: 0.0311092 | val_loss: 0.0311582 | Time: 2261.01 ms [2021-03-05 12:09:06 main:581] : INFO : Epoch 1730 | loss: 0.0311083 | val_loss: 0.0311584 | Time: 2153.18 ms [2021-03-05 12:09:08 main:581] : INFO : Epoch 1731 | loss: 0.0311097 | val_loss: 0.0311641 | Time: 1942.21 ms [2021-03-05 12:09:10 main:581] : INFO : Epoch 1732 | loss: 0.0311097 | val_loss: 0.0311537 | Time: 1975.71 ms [2021-03-05 12:09:12 main:581] : INFO : Epoch 1733 | loss: 0.0311082 | val_loss: 0.0311582 | Time: 1930.95 ms [2021-03-05 12:09:14 main:581] : INFO : Epoch 1734 | loss: 0.0311072 | val_loss: 0.0311619 | Time: 1930.49 ms [2021-03-05 12:09:16 main:581] : INFO : Epoch 1735 | loss: 0.0311067 | val_loss: 0.03116 | Time: 1928.22 ms [2021-03-05 12:09:18 main:581] : INFO : Epoch 1736 | loss: 0.0311074 | val_loss: 0.0311535 | Time: 1944.42 ms [2021-03-05 12:09:20 main:581] : INFO : Epoch 1737 | loss: 0.0311184 | val_loss: 0.0311541 | Time: 1969.43 ms [2021-03-05 12:09:22 main:581] : INFO : Epoch 1738 | loss: 0.0311185 | val_loss: 0.0311519 | Time: 1989.54 ms [2021-03-05 12:09:24 main:581] : INFO : Epoch 1739 | loss: 0.0311174 | val_loss: 0.031162 | Time: 1990.73 ms [2021-03-05 12:09:26 main:581] : INFO : Epoch 1740 | loss: 0.0311153 | val_loss: 0.0311561 | Time: 2086.01 ms [2021-03-05 12:09:28 main:581] : INFO : Epoch 1741 | loss: 0.0311131 | val_loss: 0.0311571 | Time: 1932.08 ms [2021-03-05 12:09:30 main:581] : INFO : Epoch 1742 | loss: 0.0311148 | val_loss: 0.0311594 | Time: 1944.87 ms [2021-03-05 12:09:32 main:581] : INFO : Epoch 1743 | loss: 0.0311139 | val_loss: 0.031157 | Time: 2000.25 ms [2021-03-05 12:09:34 main:581] : INFO : Epoch 1744 | loss: 0.0311114 | val_loss: 0.0311477 | Time: 2119.24 ms [2021-03-05 12:09:36 main:581] : INFO : Epoch 1745 | loss: 0.0311079 | val_loss: 0.0311534 | Time: 2122.37 ms [2021-03-05 12:09:38 main:581] : INFO : Epoch 1746 | loss: 0.0311113 | val_loss: 0.0311531 | Time: 2287.84 ms [2021-03-05 12:09:41 main:581] : INFO : Epoch 1747 | loss: 0.0311148 | val_loss: 0.0311516 | Time: 2382.27 ms [2021-03-05 12:09:43 main:581] : INFO : Epoch 1748 | loss: 0.0311155 | val_loss: 0.0311508 | Time: 2342.05 ms [2021-03-05 12:09:45 main:581] : INFO : Epoch 1749 | loss: 0.0311179 | val_loss: 0.031145 | Time: 2269.79 ms [2021-03-05 12:09:47 main:581] : INFO : Epoch 1750 | loss: 0.0311176 | val_loss: 0.0311538 | Time: 2012.14 ms [2021-03-05 12:09:50 main:581] : INFO : Epoch 1751 | loss: 0.0311153 | val_loss: 0.0311514 | Time: 2292.65 ms [2021-03-05 12:09:52 main:581] : INFO : Epoch 1752 | loss: 0.031112 | val_loss: 0.0311679 | Time: 2139.1 ms [2021-03-05 12:09:54 main:581] : INFO : Epoch 1753 | loss: 0.0311144 | val_loss: 0.0311531 | Time: 2014.59 ms [2021-03-05 12:09:56 main:581] : INFO : Epoch 1754 | loss: 0.0311102 | val_loss: 0.0311498 | Time: 1952.02 ms [2021-03-05 12:09:58 main:581] : INFO : Epoch 1755 | loss: 0.031113 | val_loss: 0.0311542 | Time: 1983.42 ms [2021-03-05 12:10:00 main:581] : INFO : Epoch 1756 | loss: 0.0311119 | val_loss: 0.0311525 | Time: 1981.01 ms [2021-03-05 12:10:02 main:581] : INFO : Epoch 1757 | loss: 0.03111 | val_loss: 0.0311482 | Time: 1955.31 ms [2021-03-05 12:10:04 main:581] : INFO : Epoch 1758 | loss: 0.0311088 | val_loss: 0.0311546 | Time: 1992.25 ms [2021-03-05 12:10:06 main:581] : INFO : Epoch 1759 | loss: 0.0311088 | val_loss: 0.0311538 | Time: 1989.85 ms [2021-03-05 12:10:07 main:581] : INFO : Epoch 1760 | loss: 0.0311078 | val_loss: 0.0311539 | Time: 1955.28 ms [2021-03-05 12:10:09 main:581] : INFO : Epoch 1761 | loss: 0.0311099 | val_loss: 0.0311528 | Time: 1974.59 ms [2021-03-05 12:10:11 main:581] : INFO : Epoch 1762 | loss: 0.031109 | val_loss: 0.0311513 | Time: 1937.51 ms [2021-03-05 12:10:13 main:581] : INFO : Epoch 1763 | loss: 0.0311125 | val_loss: 0.0311581 | Time: 1964.87 ms [2021-03-05 12:10:15 main:581] : INFO : Epoch 1764 | loss: 0.0311367 | val_loss: 0.0311605 | Time: 1990.09 ms [2021-03-05 12:10:17 main:581] : INFO : Epoch 1765 | loss: 0.0311332 | val_loss: 0.0311592 | Time: 1983.88 ms [2021-03-05 12:10:19 main:581] : INFO : Epoch 1766 | loss: 0.0311278 | val_loss: 0.0311553 | Time: 1968.89 ms [2021-03-05 12:10:21 main:581] : INFO : Epoch 1767 | loss: 0.0311222 | val_loss: 0.0311542 | Time: 1985.78 ms [2021-03-05 12:10:23 main:581] : INFO : Epoch 1768 | loss: 0.031123 | val_loss: 0.0311553 | Time: 1987.42 ms [2021-03-05 12:10:25 main:581] : INFO : Epoch 1769 | loss: 0.0311247 | val_loss: 0.0311547 | Time: 1965.58 ms [2021-03-05 12:10:27 main:581] : INFO : Epoch 1770 | loss: 0.0311233 | val_loss: 0.0311526 | Time: 1949.26 ms [2021-03-05 12:10:29 main:581] : INFO : Epoch 1771 | loss: 0.0311211 | val_loss: 0.0311547 | Time: 1987.8 ms [2021-03-05 12:10:31 main:581] : INFO : Epoch 1772 | loss: 0.0311185 | val_loss: 0.0311581 | Time: 1969.27 ms [2021-03-05 12:10:33 main:581] : INFO : Epoch 1773 | loss: 0.0311206 | val_loss: 0.0311522 | Time: 1988.1 ms [2021-03-05 12:10:35 main:581] : INFO : Epoch 1774 | loss: 0.0311169 | val_loss: 0.0311538 | Time: 1978.86 ms [2021-03-05 12:10:37 main:581] : INFO : Epoch 1775 | loss: 0.0311168 | val_loss: 0.0311517 | Time: 1965.27 ms [2021-03-05 12:10:39 main:581] : INFO : Epoch 1776 | loss: 0.0311139 | val_loss: 0.0311555 | Time: 1965.46 ms [2021-03-05 12:10:41 main:581] : INFO : Epoch 1777 | loss: 0.031117 | val_loss: 0.0311616 | Time: 1953.88 ms [2021-03-05 12:10:43 main:581] : INFO : Epoch 1778 | loss: 0.0311209 | val_loss: 0.0311524 | Time: 1931.98 ms [2021-03-05 12:10:45 main:581] : INFO : Epoch 1779 | loss: 0.0311177 | val_loss: 0.0311532 | Time: 1943.03 ms [2021-03-05 12:10:47 main:581] : INFO : Epoch 1780 | loss: 0.0311115 | val_loss: 0.0311519 | Time: 1938.49 ms [2021-03-05 12:10:49 main:581] : INFO : Epoch 1781 | loss: 0.0311105 | val_loss: 0.0311677 | Time: 1994.2 ms [2021-03-05 12:10:51 main:581] : INFO : Epoch 1782 | loss: 0.0311133 | val_loss: 0.031155 | Time: 1933 ms [2021-03-05 12:10:53 main:581] : INFO : Epoch 1783 | loss: 0.0311119 | val_loss: 0.0311548 | Time: 2091.27 ms [2021-03-05 12:10:55 main:581] : INFO : Epoch 1784 | loss: 0.0311094 | val_loss: 0.0311567 | Time: 1946.02 ms [2021-03-05 12:10:57 main:581] : INFO : Epoch 1785 | loss: 0.031112 | val_loss: 0.0311584 | Time: 1922.59 ms [2021-03-05 12:10:59 main:581] : INFO : Epoch 1786 | loss: 0.0311096 | val_loss: 0.0311527 | Time: 2057.09 ms [2021-03-05 12:11:01 main:581] : INFO : Epoch 1787 | loss: 0.0311066 | val_loss: 0.0311523 | Time: 2271.46 ms [2021-03-05 12:11:03 main:581] : INFO : Epoch 1788 | loss: 0.0311065 | val_loss: 0.0311567 | Time: 2129.01 ms [2021-03-05 12:11:05 main:581] : INFO : Epoch 1789 | loss: 0.0311056 | val_loss: 0.0311575 | Time: 1983.31 ms [2021-03-05 12:11:07 main:581] : INFO : Epoch 1790 | loss: 0.0311058 | val_loss: 0.0311548 | Time: 1948.88 ms [2021-03-05 12:11:09 main:581] : INFO : Epoch 1791 | loss: 0.0311068 | val_loss: 0.0311519 | Time: 1982.61 ms [2021-03-05 12:11:11 main:581] : INFO : Epoch 1792 | loss: 0.0311099 | val_loss: 0.031156 | Time: 1951.84 ms [2021-03-05 12:11:13 main:581] : INFO : Epoch 1793 | loss: 0.0311104 | val_loss: 0.0311534 | Time: 1975.8 ms [2021-03-05 12:11:15 main:581] : INFO : Epoch 1794 | loss: 0.0311126 | val_loss: 0.0311549 | Time: 1993.32 ms [2021-03-05 12:11:17 main:581] : INFO : Epoch 1795 | loss: 0.031111 | val_loss: 0.0311557 | Time: 2002.35 ms [2021-03-05 12:11:19 main:581] : INFO : Epoch 1796 | loss: 0.0311058 | val_loss: 0.0311592 | Time: 1962.44 ms [2021-03-05 12:11:21 main:581] : INFO : Epoch 1797 | loss: 0.0311043 | val_loss: 0.0311545 | Time: 1999.55 ms [2021-03-05 12:11:23 main:581] : INFO : Epoch 1798 | loss: 0.0311055 | val_loss: 0.0311584 | Time: 1963.3 ms [2021-03-05 12:11:25 main:581] : INFO : Epoch 1799 | loss: 0.031106 | val_loss: 0.0311563 | Time: 1978.64 ms [2021-03-05 12:11:27 main:581] : INFO : Epoch 1800 | loss: 0.0311038 | val_loss: 0.0311593 | Time: 1914.8 ms [2021-03-05 12:11:29 main:581] : INFO : Epoch 1801 | loss: 0.0311041 | val_loss: 0.0311528 | Time: 1931.09 ms [2021-03-05 12:11:31 main:581] : INFO : Epoch 1802 | loss: 0.0311055 | val_loss: 0.031155 | Time: 1951.24 ms [2021-03-05 12:11:33 main:581] : INFO : Epoch 1803 | loss: 0.0311034 | val_loss: 0.0311567 | Time: 1980.91 ms [2021-03-05 12:11:35 main:581] : INFO : Epoch 1804 | loss: 0.0311025 | val_loss: 0.0311589 | Time: 2205.21 ms [2021-03-05 12:11:37 main:581] : INFO : Epoch 1805 | loss: 0.0311023 | val_loss: 0.0311558 | Time: 2320.38 ms [2021-03-05 12:11:40 main:581] : INFO : Epoch 1806 | loss: 0.0311004 | val_loss: 0.0311588 | Time: 2331.13 ms [2021-03-05 12:11:42 main:581] : INFO : Epoch 1807 | loss: 0.031102 | val_loss: 0.0311568 | Time: 2089.94 ms [2021-03-05 12:11:44 main:581] : INFO : Epoch 1808 | loss: 0.0311026 | val_loss: 0.0311607 | Time: 1987.07 ms [2021-03-05 12:11:46 main:581] : INFO : Epoch 1809 | loss: 0.0311063 | val_loss: 0.0311663 | Time: 1967.39 ms [2021-03-05 12:11:47 main:581] : INFO : Epoch 1810 | loss: 0.0311102 | val_loss: 0.0311628 | Time: 1914.6 ms [2021-03-05 12:11:49 main:581] : INFO : Epoch 1811 | loss: 0.0311108 | val_loss: 0.0311538 | Time: 1928.03 ms [2021-03-05 12:11:51 main:581] : INFO : Epoch 1812 | loss: 0.0311184 | val_loss: 0.0311549 | Time: 2011.36 ms [2021-03-05 12:11:53 main:581] : INFO : Epoch 1813 | loss: 0.0311128 | val_loss: 0.0311512 | Time: 2050.26 ms [2021-03-05 12:11:55 main:581] : INFO : Epoch 1814 | loss: 0.0311097 | val_loss: 0.0311568 | Time: 1967.67 ms [2021-03-05 12:11:58 main:581] : INFO : Epoch 1815 | loss: 0.031108 | val_loss: 0.0311504 | Time: 2097.84 ms [2021-03-05 12:12:00 main:581] : INFO : Epoch 1816 | loss: 0.031107 | val_loss: 0.0311541 | Time: 2012.42 ms [2021-03-05 12:12:01 main:581] : INFO : Epoch 1817 | loss: 0.0311099 | val_loss: 0.0311581 | Time: 1938.69 ms [2021-03-05 12:12:03 main:581] : INFO : Epoch 1818 | loss: 0.0311179 | val_loss: 0.0311604 | Time: 1955.59 ms [2021-03-05 12:12:05 main:581] : INFO : Epoch 1819 | loss: 0.0311186 | val_loss: 0.0311521 | Time: 1932.45 ms [2021-03-05 12:12:07 main:581] : INFO : Epoch 1820 | loss: 0.0311165 | val_loss: 0.0311508 | Time: 1910.22 ms [2021-03-05 12:12:09 main:581] : INFO : Epoch 1821 | loss: 0.0311144 | val_loss: 0.031151 | Time: 1964.97 ms [2021-03-05 12:12:11 main:581] : INFO : Epoch 1822 | loss: 0.0311235 | val_loss: 0.0311475 | Time: 1965.29 ms [2021-03-05 12:12:13 main:581] : INFO : Epoch 1823 | loss: 0.0311187 | val_loss: 0.0311486 | Time: 1961.45 ms [2021-03-05 12:12:15 main:581] : INFO : Epoch 1824 | loss: 0.0311158 | val_loss: 0.0311529 | Time: 1966.37 ms [2021-03-05 12:12:17 main:581] : INFO : Epoch 1825 | loss: 0.0311166 | val_loss: 0.0311498 | Time: 1988.99 ms [2021-03-05 12:12:19 main:581] : INFO : Epoch 1826 | loss: 0.0311159 | val_loss: 0.0311537 | Time: 1953.31 ms [2021-03-05 12:12:21 main:581] : INFO : Epoch 1827 | loss: 0.0311154 | val_loss: 0.0311542 | Time: 1934.16 ms [2021-03-05 12:12:23 main:581] : INFO : Epoch 1828 | loss: 0.0311138 | val_loss: 0.0311507 | Time: 1933.45 ms [2021-03-05 12:12:25 main:581] : INFO : Epoch 1829 | loss: 0.0311111 | val_loss: 0.0311513 | Time: 1965.14 ms [2021-03-05 12:12:27 main:581] : INFO : Epoch 1830 | loss: 0.031113 | val_loss: 0.0311524 | Time: 2045.86 ms [2021-03-05 12:12:29 main:581] : INFO : Epoch 1831 | loss: 0.0311122 | val_loss: 0.0311521 | Time: 2211.66 ms [2021-03-05 12:12:31 main:581] : INFO : Epoch 1832 | loss: 0.031112 | val_loss: 0.0311603 | Time: 2043.74 ms [2021-03-05 12:12:33 main:581] : INFO : Epoch 1833 | loss: 0.031113 | val_loss: 0.0311485 | Time: 2129.99 ms [2021-03-05 12:12:35 main:581] : INFO : Epoch 1834 | loss: 0.0311135 | val_loss: 0.0311485 | Time: 2006.54 ms [2021-03-05 12:12:37 main:581] : INFO : Epoch 1835 | loss: 0.0311107 | val_loss: 0.0311578 | Time: 2009.97 ms [2021-03-05 12:12:39 main:581] : INFO : Epoch 1836 | loss: 0.031109 | val_loss: 0.0311499 | Time: 2077.47 ms [2021-03-05 12:12:42 main:581] : INFO : Epoch 1837 | loss: 0.0311093 | val_loss: 0.0311548 | Time: 2265.1 ms [2021-03-05 12:12:44 main:581] : INFO : Epoch 1838 | loss: 0.031108 | val_loss: 0.0311548 | Time: 2008.87 ms [2021-03-05 12:12:46 main:581] : INFO : Epoch 1839 | loss: 0.031108 | val_loss: 0.0311503 | Time: 2273.51 ms [2021-03-05 12:12:48 main:581] : INFO : Epoch 1840 | loss: 0.0311066 | val_loss: 0.0311568 | Time: 2086.63 ms [2021-03-05 12:12:50 main:581] : INFO : Epoch 1841 | loss: 0.0311107 | val_loss: 0.031156 | Time: 1966.41 ms [2021-03-05 12:12:52 main:581] : INFO : Epoch 1842 | loss: 0.031116 | val_loss: 0.0311488 | Time: 1968.42 ms [2021-03-05 12:12:54 main:581] : INFO : Epoch 1843 | loss: 0.0311142 | val_loss: 0.0311493 | Time: 1957.29 ms [2021-03-05 12:12:56 main:581] : INFO : Epoch 1844 | loss: 0.0311088 | val_loss: 0.0311522 | Time: 2067.52 ms [2021-03-05 12:12:58 main:581] : INFO : Epoch 1845 | loss: 0.0311082 | val_loss: 0.0311551 | Time: 2046.7 ms [2021-03-05 12:13:00 main:581] : INFO : Epoch 1846 | loss: 0.0311073 | val_loss: 0.0311544 | Time: 2075.03 ms [2021-03-05 12:13:02 main:581] : INFO : Epoch 1847 | loss: 0.0311074 | val_loss: 0.0311565 | Time: 1982.2 ms [2021-03-05 12:13:04 main:581] : INFO : Epoch 1848 | loss: 0.0311064 | val_loss: 0.0311591 | Time: 2021.56 ms [2021-03-05 12:13:06 main:581] : INFO : Epoch 1849 | loss: 0.03111 | val_loss: 0.0311527 | Time: 1999.81 ms [2021-03-05 12:13:08 main:581] : INFO : Epoch 1850 | loss: 0.0311082 | val_loss: 0.03115 | Time: 1971.53 ms [2021-03-05 12:13:10 main:581] : INFO : Epoch 1851 | loss: 0.0311065 | val_loss: 0.0311542 | Time: 1937.6 ms [2021-03-05 12:13:12 main:581] : INFO : Epoch 1852 | loss: 0.0311057 | val_loss: 0.0311522 | Time: 1917.93 ms [2021-03-05 12:13:14 main:581] : INFO : Epoch 1853 | loss: 0.0311041 | val_loss: 0.0311504 | Time: 1945.17 ms [2021-03-05 12:13:16 main:581] : INFO : Epoch 1854 | loss: 0.031105 | val_loss: 0.031155 | Time: 1979.19 ms [2021-03-05 12:13:18 main:581] : INFO : Epoch 1855 | loss: 0.0311049 | val_loss: 0.0311536 | Time: 1984.11 ms [2021-03-05 12:13:20 main:581] : INFO : Epoch 1856 | loss: 0.0311021 | val_loss: 0.0311539 | Time: 1971 ms [2021-03-05 12:13:22 main:581] : INFO : Epoch 1857 | loss: 0.0311042 | val_loss: 0.0311521 | Time: 1970.12 ms [2021-03-05 12:13:24 main:581] : INFO : Epoch 1858 | loss: 0.0311033 | val_loss: 0.0311523 | Time: 1991.34 ms [2021-03-05 12:13:26 main:581] : INFO : Epoch 1859 | loss: 0.0311086 | val_loss: 0.0311796 | Time: 1970.5 ms [2021-03-05 12:13:28 main:581] : INFO : Epoch 1860 | loss: 0.0415612 | val_loss: 0.0507456 | Time: 1986.87 ms [2021-03-05 12:13:30 main:581] : INFO : Epoch 1861 | loss: 0.0366305 | val_loss: 0.0318812 | Time: 1976.7 ms [2021-03-05 12:13:32 main:581] : INFO : Epoch 1862 | loss: 0.031565 | val_loss: 0.0312683 | Time: 1968.17 ms [2021-03-05 12:13:34 main:581] : INFO : Epoch 1863 | loss: 0.0312266 | val_loss: 0.0311862 | Time: 1985.59 ms [2021-03-05 12:13:36 main:581] : INFO : Epoch 1864 | loss: 0.0311611 | val_loss: 0.0311575 | Time: 1914.47 ms [2021-03-05 12:13:38 main:581] : INFO : Epoch 1865 | loss: 0.0311389 | val_loss: 0.0311528 | Time: 1981.82 ms [2021-03-05 12:13:40 main:581] : INFO : Epoch 1866 | loss: 0.0311323 | val_loss: 0.0311506 | Time: 1961.98 ms [2021-03-05 12:13:42 main:581] : INFO : Epoch 1867 | loss: 0.0311319 | val_loss: 0.0311504 | Time: 1927.43 ms [2021-03-05 12:13:43 main:581] : INFO : Epoch 1868 | loss: 0.0311321 | val_loss: 0.031147 | Time: 1924.19 ms [2021-03-05 12:13:45 main:581] : INFO : Epoch 1869 | loss: 0.0311298 | val_loss: 0.031147 | Time: 1966.03 ms [2021-03-05 12:13:47 main:581] : INFO : Epoch 1870 | loss: 0.0311292 | val_loss: 0.0311469 | Time: 2000.56 ms [2021-03-05 12:13:49 main:581] : INFO : Epoch 1871 | loss: 0.0311266 | val_loss: 0.0311503 | Time: 2019.1 ms [2021-03-05 12:13:51 main:581] : INFO : Epoch 1872 | loss: 0.0311259 | val_loss: 0.0311528 | Time: 1980.59 ms [2021-03-05 12:13:53 main:581] : INFO : Epoch 1873 | loss: 0.0311273 | val_loss: 0.0311512 | Time: 1940.16 ms [2021-03-05 12:13:55 main:581] : INFO : Epoch 1874 | loss: 0.0311246 | val_loss: 0.0311514 | Time: 1908.93 ms [2021-03-05 12:13:57 main:581] : INFO : Epoch 1875 | loss: 0.0311232 | val_loss: 0.0311527 | Time: 1917.2 ms [2021-03-05 12:13:59 main:581] : INFO : Epoch 1876 | loss: 0.0311222 | val_loss: 0.0311565 | Time: 1964.31 ms [2021-03-05 12:14:01 main:581] : INFO : Epoch 1877 | loss: 0.0311207 | val_loss: 0.0311511 | Time: 1983.61 ms [2021-03-05 12:14:03 main:581] : INFO : Epoch 1878 | loss: 0.0311195 | val_loss: 0.0311513 | Time: 1953.05 ms [2021-03-05 12:14:05 main:581] : INFO : Epoch 1879 | loss: 0.0311187 | val_loss: 0.0311512 | Time: 1954.81 ms [2021-03-05 12:14:07 main:581] : INFO : Epoch 1880 | loss: 0.0311185 | val_loss: 0.0311484 | Time: 1961.28 ms [2021-03-05 12:14:09 main:581] : INFO : Epoch 1881 | loss: 0.0311224 | val_loss: 0.0311506 | Time: 2000.06 ms [2021-03-05 12:14:11 main:581] : INFO : Epoch 1882 | loss: 0.0311226 | val_loss: 0.0311454 | Time: 1998.78 ms [2021-03-05 12:14:13 main:581] : INFO : Epoch 1883 | loss: 0.0311187 | val_loss: 0.0311469 | Time: 1990.13 ms [2021-03-05 12:14:15 main:581] : INFO : Epoch 1884 | loss: 0.0311176 | val_loss: 0.0311452 | Time: 1977.51 ms [2021-03-05 12:14:17 main:581] : INFO : Epoch 1885 | loss: 0.0311163 | val_loss: 0.0311464 | Time: 2009.35 ms [2021-03-05 12:14:19 main:581] : INFO : Epoch 1886 | loss: 0.0311157 | val_loss: 0.0311499 | Time: 2355.13 ms [2021-03-05 12:14:22 main:581] : INFO : Epoch 1887 | loss: 0.0311165 | val_loss: 0.0311496 | Time: 2307.78 ms [2021-03-05 12:14:24 main:581] : INFO : Epoch 1888 | loss: 0.0311161 | val_loss: 0.0311492 | Time: 2229.89 ms [2021-03-05 12:14:26 main:581] : INFO : Epoch 1889 | loss: 0.0311191 | val_loss: 0.0311501 | Time: 1953.66 ms [2021-03-05 12:14:28 main:581] : INFO : Epoch 1890 | loss: 0.0311175 | val_loss: 0.0311502 | Time: 1929.35 ms [2021-03-05 12:14:30 main:581] : INFO : Epoch 1891 | loss: 0.0311173 | val_loss: 0.031152 | Time: 1931.57 ms [2021-03-05 12:14:32 main:581] : INFO : Epoch 1892 | loss: 0.0311179 | val_loss: 0.0311514 | Time: 1967.9 ms [2021-03-05 12:14:34 main:581] : INFO : Epoch 1893 | loss: 0.0311162 | val_loss: 0.0311537 | Time: 1971.38 ms [2021-03-05 12:14:36 main:581] : INFO : Epoch 1894 | loss: 0.0311163 | val_loss: 0.0311562 | Time: 1960.24 ms [2021-03-05 12:14:38 main:581] : INFO : Epoch 1895 | loss: 0.0311222 | val_loss: 0.0311532 | Time: 1971.01 ms [2021-03-05 12:14:40 main:581] : INFO : Epoch 1896 | loss: 0.031137 | val_loss: 0.0311485 | Time: 1986.76 ms [2021-03-05 12:14:41 main:581] : INFO : Epoch 1897 | loss: 0.0311342 | val_loss: 0.0311501 | Time: 1952.54 ms [2021-03-05 12:14:43 main:581] : INFO : Epoch 1898 | loss: 0.0311327 | val_loss: 0.0311483 | Time: 1968.3 ms [2021-03-05 12:14:45 main:581] : INFO : Epoch 1899 | loss: 0.0311284 | val_loss: 0.0311469 | Time: 1973.15 ms [2021-03-05 12:14:47 main:581] : INFO : Epoch 1900 | loss: 0.0311259 | val_loss: 0.0311451 | Time: 1931.52 ms [2021-03-05 12:14:49 main:581] : INFO : Epoch 1901 | loss: 0.0311241 | val_loss: 0.031149 | Time: 2009.83 ms [2021-03-05 12:14:51 main:581] : INFO : Epoch 1902 | loss: 0.0311213 | val_loss: 0.0311458 | Time: 2095.85 ms [2021-03-05 12:14:53 main:581] : INFO : Epoch 1903 | loss: 0.0311211 | val_loss: 0.0311478 | Time: 1991.41 ms [2021-03-05 12:14:55 main:581] : INFO : Epoch 1904 | loss: 0.0311213 | val_loss: 0.0311526 | Time: 2029.66 ms [2021-03-05 12:14:57 main:581] : INFO : Epoch 1905 | loss: 0.0311218 | val_loss: 0.031153 | Time: 1987.35 ms [2021-03-05 12:15:00 main:581] : INFO : Epoch 1906 | loss: 0.0311202 | val_loss: 0.0311552 | Time: 2060.48 ms [2021-03-05 12:15:02 main:581] : INFO : Epoch 1907 | loss: 0.0311222 | val_loss: 0.0311477 | Time: 1996.69 ms [2021-03-05 12:15:03 main:581] : INFO : Epoch 1908 | loss: 0.0311222 | val_loss: 0.03115 | Time: 1922.59 ms [2021-03-05 12:15:05 main:581] : INFO : Epoch 1909 | loss: 0.0311189 | val_loss: 0.0311478 | Time: 1939.95 ms [2021-03-05 12:15:07 main:581] : INFO : Epoch 1910 | loss: 0.0311279 | val_loss: 0.0311488 | Time: 1987.76 ms [2021-03-05 12:15:09 main:581] : INFO : Epoch 1911 | loss: 0.0311279 | val_loss: 0.0311485 | Time: 1984.22 ms [2021-03-05 12:15:11 main:581] : INFO : Epoch 1912 | loss: 0.0311263 | val_loss: 0.0311466 | Time: 1971.74 ms [2021-03-05 12:15:13 main:581] : INFO : Epoch 1913 | loss: 0.0311228 | val_loss: 0.0311508 | Time: 2000.55 ms [2021-03-05 12:15:15 main:581] : INFO : Epoch 1914 | loss: 0.0311235 | val_loss: 0.0311481 | Time: 1995.15 ms [2021-03-05 12:15:17 main:581] : INFO : Epoch 1915 | loss: 0.0311233 | val_loss: 0.0311494 | Time: 1941.07 ms [2021-03-05 12:15:19 main:581] : INFO : Epoch 1916 | loss: 0.0311236 | val_loss: 0.0311507 | Time: 1988.12 ms [2021-03-05 12:15:21 main:581] : INFO : Epoch 1917 | loss: 0.031126 | val_loss: 0.0311474 | Time: 1984.47 ms [2021-03-05 12:15:23 main:581] : INFO : Epoch 1918 | loss: 0.0311295 | val_loss: 0.0311483 | Time: 1983.74 ms [2021-03-05 12:15:25 main:581] : INFO : Epoch 1919 | loss: 0.0311333 | val_loss: 0.0311523 | Time: 1930.95 ms [2021-03-05 12:15:27 main:581] : INFO : Epoch 1920 | loss: 0.031135 | val_loss: 0.031153 | Time: 1970.49 ms [2021-03-05 12:15:29 main:581] : INFO : Epoch 1921 | loss: 0.0311322 | val_loss: 0.0311518 | Time: 1983.03 ms [2021-03-05 12:15:31 main:581] : INFO : Epoch 1922 | loss: 0.0311331 | val_loss: 0.0311519 | Time: 1904.43 ms [2021-03-05 12:15:33 main:581] : INFO : Epoch 1923 | loss: 0.0311292 | val_loss: 0.0311499 | Time: 1954.01 ms [2021-03-05 12:15:35 main:581] : INFO : Epoch 1924 | loss: 0.0311291 | val_loss: 0.0311478 | Time: 2006.01 ms [2021-03-05 12:15:37 main:581] : INFO : Epoch 1925 | loss: 0.0311314 | val_loss: 0.0311491 | Time: 1948.52 ms [2021-03-05 12:15:39 main:581] : INFO : Epoch 1926 | loss: 0.0311346 | val_loss: 0.0311462 | Time: 1972.07 ms [2021-03-05 12:15:41 main:581] : INFO : Epoch 1927 | loss: 0.0311342 | val_loss: 0.0311464 | Time: 1975.57 ms [2021-03-05 12:15:43 main:581] : INFO : Epoch 1928 | loss: 0.0311314 | val_loss: 0.0311455 | Time: 1981.64 ms [2021-03-05 12:15:45 main:581] : INFO : Epoch 1929 | loss: 0.0311305 | val_loss: 0.0311462 | Time: 2329.75 ms [2021-03-05 12:15:47 main:581] : INFO : Epoch 1930 | loss: 0.031131 | val_loss: 0.031147 | Time: 2168.42 ms [2021-03-05 12:15:49 main:581] : INFO : Epoch 1931 | loss: 0.0311289 | val_loss: 0.0311491 | Time: 1950.05 ms [2021-03-05 12:15:51 main:581] : INFO : Epoch 1932 | loss: 0.031129 | val_loss: 0.0311487 | Time: 1919.93 ms [2021-03-05 12:15:53 main:581] : INFO : Epoch 1933 | loss: 0.0311376 | val_loss: 0.0311535 | Time: 1953.1 ms [2021-03-05 12:15:55 main:581] : INFO : Epoch 1934 | loss: 0.031134 | val_loss: 0.0311486 | Time: 1994.81 ms [2021-03-05 12:15:57 main:581] : INFO : Epoch 1935 | loss: 0.0311326 | val_loss: 0.0311479 | Time: 2176.05 ms [2021-03-05 12:15:59 main:581] : INFO : Epoch 1936 | loss: 0.0311309 | val_loss: 0.03115 | Time: 1951.38 ms [2021-03-05 12:16:01 main:581] : INFO : Epoch 1937 | loss: 0.0311296 | val_loss: 0.0311486 | Time: 1962.61 ms [2021-03-05 12:16:03 main:581] : INFO : Epoch 1938 | loss: 0.0311289 | val_loss: 0.0311503 | Time: 1978.56 ms [2021-03-05 12:16:05 main:581] : INFO : Epoch 1939 | loss: 0.0311299 | val_loss: 0.0311492 | Time: 1935.49 ms [2021-03-05 12:16:07 main:581] : INFO : Epoch 1940 | loss: 0.0311279 | val_loss: 0.0311477 | Time: 2063.66 ms [2021-03-05 12:16:09 main:581] : INFO : Epoch 1941 | loss: 0.0311263 | val_loss: 0.0311481 | Time: 2038.63 ms [2021-03-05 12:16:11 main:581] : INFO : Epoch 1942 | loss: 0.0311291 | val_loss: 0.0311502 | Time: 1998.18 ms [2021-03-05 12:16:13 main:581] : INFO : Epoch 1943 | loss: 0.0311288 | val_loss: 0.0311472 | Time: 2008.62 ms [2021-03-05 12:16:15 main:581] : INFO : Epoch 1944 | loss: 0.0311271 | val_loss: 0.0311472 | Time: 2108.15 ms [2021-03-05 12:16:17 main:581] : INFO : Epoch 1945 | loss: 0.0311257 | val_loss: 0.0311503 | Time: 1994.63 ms [2021-03-05 12:16:19 main:581] : INFO : Epoch 1946 | loss: 0.0311262 | val_loss: 0.0311484 | Time: 2000.51 ms [2021-03-05 12:16:21 main:581] : INFO : Epoch 1947 | loss: 0.0311248 | val_loss: 0.0311501 | Time: 1966.83 ms [2021-03-05 12:16:23 main:581] : INFO : Epoch 1948 | loss: 0.0311247 | val_loss: 0.0311522 | Time: 1970.32 ms [2021-03-05 12:16:25 main:581] : INFO : Epoch 1949 | loss: 0.0311234 | val_loss: 0.031148 | Time: 1945.48 ms [2021-03-05 12:16:27 main:581] : INFO : Epoch 1950 | loss: 0.0311233 | val_loss: 0.0311488 | Time: 1926.2 ms [2021-03-05 12:16:29 main:581] : INFO : Epoch 1951 | loss: 0.0311216 | val_loss: 0.0311494 | Time: 1919.55 ms [2021-03-05 12:16:31 main:581] : INFO : Epoch 1952 | loss: 0.0311221 | val_loss: 0.0311549 | Time: 1907.9 ms [2021-03-05 12:16:33 main:581] : INFO : Epoch 1953 | loss: 0.031125 | val_loss: 0.0311518 | Time: 1953.11 ms [2021-03-05 12:16:35 main:581] : INFO : Epoch 1954 | loss: 0.0311257 | val_loss: 0.0311573 | Time: 1925.32 ms [2021-03-05 12:16:37 main:581] : INFO : Epoch 1955 | loss: 0.0311316 | val_loss: 0.031153 | Time: 1905.7 ms [2021-03-05 12:16:39 main:581] : INFO : Epoch 1956 | loss: 0.0311353 | val_loss: 0.031153 | Time: 1997.56 ms [2021-03-05 12:16:41 main:581] : INFO : Epoch 1957 | loss: 0.0311311 | val_loss: 0.0311482 | Time: 2003.83 ms [2021-03-05 12:16:43 main:581] : INFO : Epoch 1958 | loss: 0.0311309 | val_loss: 0.0311467 | Time: 1984.44 ms [2021-03-05 12:16:45 main:581] : INFO : Epoch 1959 | loss: 0.0311307 | val_loss: 0.0311504 | Time: 1988.64 ms [2021-03-05 12:16:47 main:581] : INFO : Epoch 1960 | loss: 0.0311288 | val_loss: 0.0311476 | Time: 1939.17 ms [2021-03-05 12:16:49 main:581] : INFO : Epoch 1961 | loss: 0.0311255 | val_loss: 0.0311476 | Time: 1929.19 ms [2021-03-05 12:16:51 main:581] : INFO : Epoch 1962 | loss: 0.0311239 | val_loss: 0.0311499 | Time: 1943.86 ms [2021-03-05 12:16:53 main:581] : INFO : Epoch 1963 | loss: 0.0311222 | val_loss: 0.031151 | Time: 2012.97 ms [2021-03-05 12:16:55 main:581] : INFO : Epoch 1964 | loss: 0.0311212 | val_loss: 0.0311504 | Time: 2207.3 ms [2021-03-05 12:16:57 main:581] : INFO : Epoch 1965 | loss: 0.03112 | val_loss: 0.031154 | Time: 2298.43 ms [2021-03-05 12:16:59 main:581] : INFO : Epoch 1966 | loss: 0.031121 | val_loss: 0.0311578 | Time: 1977.68 ms [2021-03-05 12:17:01 main:581] : INFO : Epoch 1967 | loss: 0.031119 | val_loss: 0.0311538 | Time: 1975.07 ms [2021-03-05 12:17:03 main:581] : INFO : Epoch 1968 | loss: 0.0311191 | val_loss: 0.0311542 | Time: 1960.12 ms [2021-03-05 12:17:05 main:581] : INFO : Epoch 1969 | loss: 0.0311194 | val_loss: 0.0311557 | Time: 1988.87 ms [2021-03-05 12:17:07 main:581] : INFO : Epoch 1970 | loss: 0.0311192 | val_loss: 0.0311568 | Time: 1982.35 ms [2021-03-05 12:17:09 main:581] : INFO : Epoch 1971 | loss: 0.0311189 | val_loss: 0.0311568 | Time: 1956.69 ms [2021-03-05 12:17:11 main:581] : INFO : Epoch 1972 | loss: 0.0311203 | val_loss: 0.0311569 | Time: 1962.85 ms [2021-03-05 12:17:13 main:581] : INFO : Epoch 1973 | loss: 0.0311205 | val_loss: 0.0311547 | Time: 1991.93 ms [2021-03-05 12:17:15 main:581] : INFO : Epoch 1974 | loss: 0.0311211 | val_loss: 0.0311533 | Time: 1945.72 ms [2021-03-05 12:17:17 main:581] : INFO : Epoch 1975 | loss: 0.0311195 | val_loss: 0.0311576 | Time: 1966.18 ms [2021-03-05 12:17:19 main:581] : INFO : Epoch 1976 | loss: 0.0311232 | val_loss: 0.0311558 | Time: 1973.72 ms [2021-03-05 12:17:21 main:581] : INFO : Epoch 1977 | loss: 0.0311213 | val_loss: 0.0311556 | Time: 1948.46 ms [2021-03-05 12:17:23 main:581] : INFO : Epoch 1978 | loss: 0.0311178 | val_loss: 0.0311562 | Time: 1969.13 ms [2021-03-05 12:17:25 main:581] : INFO : Epoch 1979 | loss: 0.0311169 | val_loss: 0.0311596 | Time: 1965.38 ms [2021-03-05 12:17:27 main:581] : INFO : Epoch 1980 | loss: 0.0311173 | val_loss: 0.0311547 | Time: 1975.2 ms [2021-03-05 12:17:29 main:581] : INFO : Epoch 1981 | loss: 0.0311162 | val_loss: 0.0311576 | Time: 1946.82 ms [2021-03-05 12:17:31 main:581] : INFO : Epoch 1982 | loss: 0.0311165 | val_loss: 0.0311588 | Time: 1959.98 ms [2021-03-05 12:17:33 main:581] : INFO : Epoch 1983 | loss: 0.0311161 | val_loss: 0.0311542 | Time: 1937.6 ms [2021-03-05 12:17:34 main:581] : INFO : Epoch 1984 | loss: 0.0311146 | val_loss: 0.0311584 | Time: 1928.49 ms [2021-03-05 12:17:36 main:581] : INFO : Epoch 1985 | loss: 0.0311149 | val_loss: 0.0311557 | Time: 1910.11 ms [2021-03-05 12:17:38 main:581] : INFO : Epoch 1986 | loss: 0.0311167 | val_loss: 0.0311581 | Time: 1997.8 ms [2021-03-05 12:17:40 main:581] : INFO : Epoch 1987 | loss: 0.0311185 | val_loss: 0.0311563 | Time: 1957.45 ms [2021-03-05 12:17:42 main:581] : INFO : Epoch 1988 | loss: 0.0311171 | val_loss: 0.031155 | Time: 1951.41 ms [2021-03-05 12:17:44 main:581] : INFO : Epoch 1989 | loss: 0.031117 | val_loss: 0.0311549 | Time: 2011.71 ms [2021-03-05 12:17:46 main:581] : INFO : Epoch 1990 | loss: 0.0311173 | val_loss: 0.0311544 | Time: 1950.07 ms [2021-03-05 12:17:48 main:581] : INFO : Epoch 1991 | loss: 0.0311154 | val_loss: 0.0311536 | Time: 2048.17 ms [2021-03-05 12:17:50 main:581] : INFO : Epoch 1992 | loss: 0.0311196 | val_loss: 0.0311526 | Time: 2050.09 ms [2021-03-05 12:17:52 main:581] : INFO : Epoch 1993 | loss: 0.0311203 | val_loss: 0.0311528 | Time: 1956.82 ms [2021-03-05 12:17:54 main:581] : INFO : Epoch 1994 | loss: 0.0311178 | val_loss: 0.031155 | Time: 1930.15 ms [2021-03-05 12:17:56 main:581] : INFO : Epoch 1995 | loss: 0.0311183 | val_loss: 0.0311558 | Time: 1938.02 ms [2021-03-05 12:17:58 main:581] : INFO : Epoch 1996 | loss: 0.031118 | val_loss: 0.0311536 | Time: 1987.88 ms [2021-03-05 12:18:00 main:581] : INFO : Epoch 1997 | loss: 0.0311178 | val_loss: 0.0311546 | Time: 1986.13 ms [2021-03-05 12:18:02 main:581] : INFO : Epoch 1998 | loss: 0.0311152 | val_loss: 0.0311572 | Time: 2018.58 ms [2021-03-05 12:18:04 main:581] : INFO : Epoch 1999 | loss: 0.0311164 | val_loss: 0.0311555 | Time: 1967.6 ms [2021-03-05 12:18:06 main:581] : INFO : Epoch 2000 | loss: 0.0311166 | val_loss: 0.0311543 | Time: 1924.48 ms [2021-03-05 12:18:08 main:581] : INFO : Epoch 2001 | loss: 0.0311182 | val_loss: 0.0311577 | Time: 1947.45 ms [2021-03-05 12:18:10 main:581] : INFO : Epoch 2002 | loss: 0.0311186 | val_loss: 0.0311528 | Time: 1926.21 ms [2021-03-05 12:18:12 main:581] : INFO : Epoch 2003 | loss: 0.0311164 | val_loss: 0.0311537 | Time: 1961.73 ms [2021-03-05 12:18:14 main:581] : INFO : Epoch 2004 | loss: 0.031115 | val_loss: 0.0311539 | Time: 1992.17 ms [2021-03-05 12:18:16 main:581] : INFO : Epoch 2005 | loss: 0.0311147 | val_loss: 0.0311513 | Time: 1947.26 ms [2021-03-05 12:18:18 main:581] : INFO : Epoch 2006 | loss: 0.0311133 | val_loss: 0.0311521 | Time: 1925.72 ms [2021-03-05 12:18:20 main:581] : INFO : Epoch 2007 | loss: 0.0311189 | val_loss: 0.0311528 | Time: 1936.75 ms [2021-03-05 12:18:22 main:581] : INFO : Epoch 2008 | loss: 0.0311183 | val_loss: 0.0311532 | Time: 1916.12 ms [2021-03-05 12:18:24 main:581] : INFO : Epoch 2009 | loss: 0.0311177 | val_loss: 0.031155 | Time: 1932.25 ms [2021-03-05 12:18:25 main:581] : INFO : Epoch 2010 | loss: 0.0311169 | val_loss: 0.031151 | Time: 1939.15 ms [2021-03-05 12:18:27 main:581] : INFO : Epoch 2011 | loss: 0.0311137 | val_loss: 0.0311546 | Time: 1923.41 ms [2021-03-05 12:18:29 main:581] : INFO : Epoch 2012 | loss: 0.0311166 | val_loss: 0.0311498 | Time: 1918.59 ms [2021-03-05 12:18:31 main:581] : INFO : Epoch 2013 | loss: 0.031123 | val_loss: 0.0311503 | Time: 1920.2 ms [2021-03-05 12:18:33 main:581] : INFO : Epoch 2014 | loss: 0.0311201 | val_loss: 0.0311467 | Time: 1931.17 ms [2021-03-05 12:18:35 main:581] : INFO : Epoch 2015 | loss: 0.0311245 | val_loss: 0.0311543 | Time: 1902.62 ms [2021-03-05 12:18:37 main:581] : INFO : Epoch 2016 | loss: 0.0311313 | val_loss: 0.0311548 | Time: 1905 ms [2021-03-05 12:18:39 main:581] : INFO : Epoch 2017 | loss: 0.0311289 | val_loss: 0.0311508 | Time: 1939.05 ms [2021-03-05 12:18:41 main:581] : INFO : Epoch 2018 | loss: 0.0311264 | val_loss: 0.0311517 | Time: 1955.65 ms [2021-03-05 12:18:43 main:581] : INFO : Epoch 2019 | loss: 0.0311233 | val_loss: 0.0311505 | Time: 1973.04 ms [2021-03-05 12:18:45 main:581] : INFO : Epoch 2020 | loss: 0.0311217 | val_loss: 0.031151 | Time: 1992.8 ms [2021-03-05 12:18:47 main:581] : INFO : Epoch 2021 | loss: 0.0311219 | val_loss: 0.0311471 | Time: 1978.61 ms [2021-03-05 12:18:49 main:581] : INFO : Epoch 2022 | loss: 0.0311199 | val_loss: 0.0311447 | Time: 1977.77 ms [2021-03-05 12:18:51 main:581] : INFO : Epoch 2023 | loss: 0.0311182 | val_loss: 0.0311516 | Time: 1995.04 ms [2021-03-05 12:18:53 main:581] : INFO : Epoch 2024 | loss: 0.0311196 | val_loss: 0.0311534 | Time: 1967.27 ms [2021-03-05 12:18:55 main:581] : INFO : Epoch 2025 | loss: 0.0311199 | val_loss: 0.0311498 | Time: 1937.98 ms [2021-03-05 12:18:57 main:581] : INFO : Epoch 2026 | loss: 0.0311188 | val_loss: 0.0311496 | Time: 1970.86 ms [2021-03-05 12:18:59 main:581] : INFO : Epoch 2027 | loss: 0.0311179 | val_loss: 0.0311484 | Time: 1995.75 ms [2021-03-05 12:19:01 main:581] : INFO : Epoch 2028 | loss: 0.0311169 | val_loss: 0.0311506 | Time: 1939.57 ms [2021-03-05 12:19:03 main:581] : INFO : Epoch 2029 | loss: 0.0311161 | val_loss: 0.0311489 | Time: 2086.75 ms [2021-03-05 12:19:05 main:581] : INFO : Epoch 2030 | loss: 0.0311152 | val_loss: 0.0311533 | Time: 2309.96 ms [2021-03-05 12:19:07 main:581] : INFO : Epoch 2031 | loss: 0.0311143 | val_loss: 0.0311558 | Time: 2069.77 ms [2021-03-05 12:19:09 main:581] : INFO : Epoch 2032 | loss: 0.0311147 | val_loss: 0.0311512 | Time: 1935.09 ms [2021-03-05 12:19:11 main:581] : INFO : Epoch 2033 | loss: 0.0311184 | val_loss: 0.0311441 | Time: 1975.24 ms [2021-03-05 12:19:13 main:581] : INFO : Epoch 2034 | loss: 0.0311172 | val_loss: 0.0311488 | Time: 1966.71 ms [2021-03-05 12:19:15 main:581] : INFO : Epoch 2035 | loss: 0.031117 | val_loss: 0.0311487 | Time: 2092.44 ms [2021-03-05 12:19:17 main:581] : INFO : Epoch 2036 | loss: 0.0311216 | val_loss: 0.0311455 | Time: 2341.36 ms [2021-03-05 12:19:20 main:581] : INFO : Epoch 2037 | loss: 0.0311158 | val_loss: 0.0311522 | Time: 2398.27 ms [2021-03-05 12:19:22 main:581] : INFO : Epoch 2038 | loss: 0.0311151 | val_loss: 0.0311491 | Time: 2160.76 ms [2021-03-05 12:19:24 main:581] : INFO : Epoch 2039 | loss: 0.0311173 | val_loss: 0.0311457 | Time: 2367.8 ms [2021-03-05 12:19:27 main:581] : INFO : Epoch 2040 | loss: 0.0311182 | val_loss: 0.03115 | Time: 2339.6 ms [2021-03-05 12:19:29 main:581] : INFO : Epoch 2041 | loss: 0.0311189 | val_loss: 0.0311489 | Time: 2170.61 ms [2021-03-05 12:19:31 main:581] : INFO : Epoch 2042 | loss: 0.0311207 | val_loss: 0.0311479 | Time: 1948.89 ms [2021-03-05 12:19:33 main:581] : INFO : Epoch 2043 | loss: 0.0311209 | val_loss: 0.031147 | Time: 2214.45 ms [2021-03-05 12:19:35 main:581] : INFO : Epoch 2044 | loss: 0.031128 | val_loss: 0.0311535 | Time: 2164.4 ms [2021-03-05 12:19:37 main:581] : INFO : Epoch 2045 | loss: 0.031126 | val_loss: 0.0311485 | Time: 1929.02 ms [2021-03-05 12:19:39 main:581] : INFO : Epoch 2046 | loss: 0.0311248 | val_loss: 0.0311495 | Time: 2001.98 ms [2021-03-05 12:19:41 main:581] : INFO : Epoch 2047 | loss: 0.0311232 | val_loss: 0.0311555 | Time: 1984.34 ms [2021-03-05 12:19:43 main:581] : INFO : Epoch 2048 | loss: 0.031121 | val_loss: 0.0311496 | Time: 2069.18 ms [2021-03-05 12:19:43 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311496 [2021-03-05 12:19:43 main:610] : INFO : Saving end state to config to file [2021-03-05 12:19:43 main:615] : INFO : Success, exiting.. 12:19:43 (464577): 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)