Task 5239638
| Name | ParityModified-1619234630-7623-2_1 |
| Workunit | 3102660 |
| Created | 26 May 2021, 17:35:00 UTC |
| Sent | 26 May 2021, 20:48:25 UTC |
| Report deadline | 2 Jun 2021, 20:48:25 UTC |
| Received | 27 May 2021, 23:33:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7170 |
| Run time | 1 hours 7 min 24 sec |
| CPU time | 1 hours 7 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,580.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311422 | val_loss: 0.0311523 | Time: 2029.76 ms [2021-05-28 01:16:52 main:574] : INFO : Epoch 1543 | loss: 0.0311405 | val_loss: 0.0311522 | Time: 1978.35 ms [2021-05-28 01:16:54 main:574] : INFO : Epoch 1544 | loss: 0.0311381 | val_loss: 0.0311513 | Time: 1917.43 ms [2021-05-28 01:16:56 main:574] : INFO : Epoch 1545 | loss: 0.031139 | val_loss: 0.0311531 | Time: 1983.97 ms [2021-05-28 01:16:58 main:574] : INFO : Epoch 1546 | loss: 0.0311361 | val_loss: 0.0311546 | Time: 1908.02 ms [2021-05-28 01:17:00 main:574] : INFO : Epoch 1547 | loss: 0.031139 | val_loss: 0.0311564 | Time: 1986.87 ms [2021-05-28 01:17:02 main:574] : INFO : Epoch 1548 | loss: 0.0311392 | val_loss: 0.0311532 | Time: 2057.19 ms [2021-05-28 01:17:04 main:574] : INFO : Epoch 1549 | loss: 0.0311425 | val_loss: 0.0311584 | Time: 2005.72 ms [2021-05-28 01:17:06 main:574] : INFO : Epoch 1550 | loss: 0.0311388 | val_loss: 0.0311516 | Time: 2000.34 ms [2021-05-28 01:17:08 main:574] : INFO : Epoch 1551 | loss: 0.0311401 | val_loss: 0.0311576 | Time: 1955.65 ms [2021-05-28 01:17:10 main:574] : INFO : Epoch 1552 | loss: 0.0311399 | val_loss: 0.0311533 | Time: 1980.17 ms [2021-05-28 01:17:12 main:574] : INFO : Epoch 1553 | loss: 0.0311402 | val_loss: 0.0311566 | Time: 2074.83 ms [2021-05-28 01:17:14 main:574] : INFO : Epoch 1554 | loss: 0.0311391 | val_loss: 0.0311573 | Time: 2023.95 ms [2021-05-28 01:17:16 main:574] : INFO : Epoch 1555 | loss: 0.031138 | val_loss: 0.0311533 | Time: 2016.21 ms [2021-05-28 01:17:18 main:574] : INFO : Epoch 1556 | loss: 0.0311352 | val_loss: 0.0311515 | Time: 2024.55 ms [2021-05-28 01:17:20 main:574] : INFO : Epoch 1557 | loss: 0.0311367 | val_loss: 0.0311533 | Time: 1937.23 ms [2021-05-28 01:17:22 main:574] : INFO : Epoch 1558 | loss: 0.0311344 | val_loss: 0.0311555 | Time: 1954.68 ms [2021-05-28 01:17:24 main:574] : INFO : Epoch 1559 | loss: 0.0311315 | val_loss: 0.0311568 | Time: 1959.51 ms [2021-05-28 01:17:26 main:574] : INFO : Epoch 1560 | loss: 0.0311381 | val_loss: 0.0311634 | Time: 2046.14 ms [2021-05-28 01:17:28 main:574] : INFO : Epoch 1561 | loss: 0.0311423 | val_loss: 0.0311581 | Time: 1975.51 ms [2021-05-28 01:17:30 main:574] : INFO : Epoch 1562 | loss: 0.0311383 | val_loss: 0.0311621 | Time: 1928.46 ms [2021-05-28 01:17:32 main:574] : INFO : Epoch 1563 | loss: 0.0311363 | val_loss: 0.0311604 | Time: 1945.23 ms [2021-05-28 01:17:34 main:574] : INFO : Epoch 1564 | loss: 0.0311359 | val_loss: 0.0311581 | Time: 1969.61 ms [2021-05-28 01:17:36 main:574] : INFO : Epoch 1565 | loss: 0.0311355 | val_loss: 0.0311567 | Time: 1965.94 ms [2021-05-28 01:17:38 main:574] : INFO : Epoch 1566 | loss: 0.0311365 | val_loss: 0.0311534 | Time: 1949.94 ms [2021-05-28 01:17:40 main:574] : INFO : Epoch 1567 | loss: 0.0311351 | val_loss: 0.0311531 | Time: 2008.15 ms [2021-05-28 01:17:42 main:574] : INFO : Epoch 1568 | loss: 0.0311358 | val_loss: 0.0311538 | Time: 1967.38 ms [2021-05-28 01:17:44 main:574] : INFO : Epoch 1569 | loss: 0.0311355 | val_loss: 0.0311504 | Time: 2025.98 ms [2021-05-28 01:17:46 main:574] : INFO : Epoch 1570 | loss: 0.0311368 | val_loss: 0.0311504 | Time: 1965.42 ms [2021-05-28 01:17:48 main:574] : INFO : Epoch 1571 | loss: 0.0311363 | val_loss: 0.0311516 | Time: 2034.95 ms [2021-05-28 01:17:50 main:574] : INFO : Epoch 1572 | loss: 0.0311337 | val_loss: 0.0311513 | Time: 2028.46 ms [2021-05-28 01:17:52 main:574] : INFO : Epoch 1573 | loss: 0.0311318 | val_loss: 0.0311503 | Time: 1985.74 ms [2021-05-28 01:17:54 main:574] : INFO : Epoch 1574 | loss: 0.0311346 | val_loss: 0.0311547 | Time: 2037.84 ms [2021-05-28 01:17:56 main:574] : INFO : Epoch 1575 | loss: 0.0311318 | val_loss: 0.031153 | Time: 1993.35 ms [2021-05-28 01:17:58 main:574] : INFO : Epoch 1576 | loss: 0.0311364 | val_loss: 0.0311524 | Time: 1899.01 ms [2021-05-28 01:18:00 main:574] : INFO : Epoch 1577 | loss: 0.0311349 | val_loss: 0.0311509 | Time: 2032.84 ms [2021-05-28 01:18:02 main:574] : INFO : Epoch 1578 | loss: 0.0311339 | val_loss: 0.0311487 | Time: 2000.23 ms [2021-05-28 01:18:04 main:574] : INFO : Epoch 1579 | loss: 0.0311301 | val_loss: 0.0311505 | Time: 2105.77 ms [2021-05-28 01:18:06 main:574] : INFO : Epoch 1580 | loss: 0.0311291 | val_loss: 0.0311513 | Time: 1994.64 ms [2021-05-28 01:18:08 main:574] : INFO : Epoch 1581 | loss: 0.0311305 | val_loss: 0.0311504 | Time: 1970.38 ms [2021-05-28 01:18:10 main:574] : INFO : Epoch 1582 | loss: 0.0311294 | val_loss: 0.0311556 | Time: 2083.4 ms [2021-05-28 01:18:12 main:574] : INFO : Epoch 1583 | loss: 0.031131 | val_loss: 0.0311562 | Time: 1990.24 ms [2021-05-28 01:18:14 main:574] : INFO : Epoch 1584 | loss: 0.0311307 | val_loss: 0.0311512 | Time: 1973.78 ms [2021-05-28 01:18:16 main:574] : INFO : Epoch 1585 | loss: 0.0311302 | val_loss: 0.0311557 | Time: 2028.38 ms [2021-05-28 01:18:18 main:574] : INFO : Epoch 1586 | loss: 0.0311338 | val_loss: 0.0311614 | Time: 2002.77 ms [2021-05-28 01:18:20 main:574] : INFO : Epoch 1587 | loss: 0.0311336 | val_loss: 0.0311551 | Time: 2082.23 ms [2021-05-28 01:18:22 main:574] : INFO : Epoch 1588 | loss: 0.0311295 | val_loss: 0.0311577 | Time: 1955.83 ms [2021-05-28 01:18:24 main:574] : INFO : Epoch 1589 | loss: 0.0311285 | val_loss: 0.0311522 | Time: 1911.68 ms [2021-05-28 01:18:26 main:574] : INFO : Epoch 1590 | loss: 0.0311304 | val_loss: 0.0311585 | Time: 1977.68 ms [2021-05-28 01:18:28 main:574] : INFO : Epoch 1591 | loss: 0.0311293 | val_loss: 0.0311537 | Time: 2077.89 ms [2021-05-28 01:18:30 main:574] : INFO : Epoch 1592 | loss: 0.0311344 | val_loss: 0.0311574 | Time: 2059.69 ms [2021-05-28 01:18:32 main:574] : INFO : Epoch 1593 | loss: 0.0311365 | val_loss: 0.0311552 | Time: 1899.49 ms [2021-05-28 01:18:34 main:574] : INFO : Epoch 1594 | loss: 0.0311349 | val_loss: 0.0311536 | Time: 1945.46 ms [2021-05-28 01:18:36 main:574] : INFO : Epoch 1595 | loss: 0.0311345 | val_loss: 0.0311553 | Time: 1992.02 ms [2021-05-28 01:18:38 main:574] : INFO : Epoch 1596 | loss: 0.0311356 | val_loss: 0.0311523 | Time: 2022.18 ms [2021-05-28 01:18:40 main:574] : INFO : Epoch 1597 | loss: 0.0311345 | val_loss: 0.0311516 | Time: 1947.67 ms [2021-05-28 01:18:42 main:574] : INFO : Epoch 1598 | loss: 0.0311311 | val_loss: 0.0311532 | Time: 2008.37 ms [2021-05-28 01:18:44 main:574] : INFO : Epoch 1599 | loss: 0.0311303 | val_loss: 0.0311504 | Time: 1986.45 ms [2021-05-28 01:18:46 main:574] : INFO : Epoch 1600 | loss: 0.0311286 | val_loss: 0.0311522 | Time: 1965.64 ms [2021-05-28 01:18:48 main:574] : INFO : Epoch 1601 | loss: 0.0311289 | val_loss: 0.0311567 | Time: 2041.13 ms [2021-05-28 01:18:50 main:574] : INFO : Epoch 1602 | loss: 0.0311337 | val_loss: 0.0311551 | Time: 1963.88 ms [2021-05-28 01:18:52 main:574] : INFO : Epoch 1603 | loss: 0.0311347 | val_loss: 0.031158 | Time: 1916.76 ms [2021-05-28 01:18:54 main:574] : INFO : Epoch 1604 | loss: 0.0311321 | val_loss: 0.0311621 | Time: 1952.21 ms [2021-05-28 01:18:56 main:574] : INFO : Epoch 1605 | loss: 0.0311317 | val_loss: 0.0311613 | Time: 1958.74 ms [2021-05-28 01:18:58 main:574] : INFO : Epoch 1606 | loss: 0.0311304 | val_loss: 0.0311566 | Time: 1949.37 ms [2021-05-28 01:19:00 main:574] : INFO : Epoch 1607 | loss: 0.0311312 | val_loss: 0.0311549 | Time: 1972.66 ms [2021-05-28 01:19:02 main:574] : INFO : Epoch 1608 | loss: 0.03113 | val_loss: 0.031157 | Time: 2011.89 ms [2021-05-28 01:19:04 main:574] : INFO : Epoch 1609 | loss: 0.031129 | val_loss: 0.0311673 | Time: 1960.84 ms [2021-05-28 01:19:06 main:574] : INFO : Epoch 1610 | loss: 0.0311317 | val_loss: 0.0311594 | Time: 2105.65 ms [2021-05-28 01:19:08 main:574] : INFO : Epoch 1611 | loss: 0.0311298 | val_loss: 0.0311539 | Time: 1994.36 ms [2021-05-28 01:19:10 main:574] : INFO : Epoch 1612 | loss: 0.0311314 | val_loss: 0.0311542 | Time: 2011.99 ms [2021-05-28 01:19:12 main:574] : INFO : Epoch 1613 | loss: 0.0311283 | val_loss: 0.0311603 | Time: 2025.7 ms [2021-05-28 01:19:14 main:574] : INFO : Epoch 1614 | loss: 0.0311293 | val_loss: 0.0311574 | Time: 1964.65 ms [2021-05-28 01:19:16 main:574] : INFO : Epoch 1615 | loss: 0.0311306 | val_loss: 0.0311574 | Time: 2007.95 ms [2021-05-28 01:19:18 main:574] : INFO : Epoch 1616 | loss: 0.0311275 | val_loss: 0.0311578 | Time: 2047.56 ms [2021-05-28 01:19:20 main:574] : INFO : Epoch 1617 | loss: 0.0311272 | val_loss: 0.0311546 | Time: 2009.52 ms [2021-05-28 01:19:22 main:574] : INFO : Epoch 1618 | loss: 0.0311272 | val_loss: 0.03116 | Time: 2035.93 ms [2021-05-28 01:19:24 main:574] : INFO : Epoch 1619 | loss: 0.0311277 | val_loss: 0.0311553 | Time: 2028.62 ms [2021-05-28 01:19:26 main:574] : INFO : Epoch 1620 | loss: 0.0311296 | val_loss: 0.0311573 | Time: 1939.38 ms [2021-05-28 01:19:28 main:574] : INFO : Epoch 1621 | loss: 0.0311308 | val_loss: 0.0311572 | Time: 1956.84 ms [2021-05-28 01:19:30 main:574] : INFO : Epoch 1622 | loss: 0.0311333 | val_loss: 0.0311673 | Time: 2068.65 ms [2021-05-28 01:19:32 main:574] : INFO : Epoch 1623 | loss: 0.0311306 | val_loss: 0.0311632 | Time: 1987.29 ms [2021-05-28 01:19:34 main:574] : INFO : Epoch 1624 | loss: 0.0311343 | val_loss: 0.0311571 | Time: 1960.4 ms [2021-05-28 01:19:36 main:574] : INFO : Epoch 1625 | loss: 0.0311339 | val_loss: 0.0311592 | Time: 1848.63 ms [2021-05-28 01:19:38 main:574] : INFO : Epoch 1626 | loss: 0.0311321 | val_loss: 0.0311572 | Time: 1931.93 ms [2021-05-28 01:19:40 main:574] : INFO : Epoch 1627 | loss: 0.0311302 | val_loss: 0.0311544 | Time: 2053.96 ms [2021-05-28 01:19:42 main:574] : INFO : Epoch 1628 | loss: 0.0311306 | val_loss: 0.0311553 | Time: 1970.34 ms [2021-05-28 01:19:44 main:574] : INFO : Epoch 1629 | loss: 0.0311304 | val_loss: 0.0311547 | Time: 2058.67 ms [2021-05-28 01:19:46 main:574] : INFO : Epoch 1630 | loss: 0.0311293 | val_loss: 0.0311535 | Time: 1972.22 ms [2021-05-28 01:19:48 main:574] : INFO : Epoch 1631 | loss: 0.0311305 | val_loss: 0.0311571 | Time: 1938.24 ms [2021-05-28 01:19:50 main:574] : INFO : Epoch 1632 | loss: 0.0311352 | val_loss: 0.0311608 | Time: 1973.57 ms [2021-05-28 01:19:52 main:574] : INFO : Epoch 1633 | loss: 0.031131 | val_loss: 0.0311537 | Time: 1939.88 ms [2021-05-28 01:19:54 main:574] : INFO : Epoch 1634 | loss: 0.0311286 | val_loss: 0.031154 | Time: 1958.72 ms [2021-05-28 01:19:56 main:574] : INFO : Epoch 1635 | loss: 0.031128 | val_loss: 0.0311561 | Time: 2009.5 ms [2021-05-28 01:19:58 main:574] : INFO : Epoch 1636 | loss: 0.0311269 | val_loss: 0.0311543 | Time: 1978.17 ms [2021-05-28 01:20:00 main:574] : INFO : Epoch 1637 | loss: 0.0311269 | val_loss: 0.0311664 | Time: 1875.15 ms [2021-05-28 01:20:02 main:574] : INFO : Epoch 1638 | loss: 0.0311307 | val_loss: 0.0311569 | Time: 1994.88 ms [2021-05-28 01:20:04 main:574] : INFO : Epoch 1639 | loss: 0.0311306 | val_loss: 0.0311583 | Time: 2015.92 ms [2021-05-28 01:20:06 main:574] : INFO : Epoch 1640 | loss: 0.0311315 | val_loss: 0.0311584 | Time: 1985.24 ms [2021-05-28 01:20:08 main:574] : INFO : Epoch 1641 | loss: 0.0311296 | val_loss: 0.0311528 | Time: 2039.19 ms [2021-05-28 01:20:10 main:574] : INFO : Epoch 1642 | loss: 0.0311304 | val_loss: 0.0311517 | Time: 1989.02 ms [2021-05-28 01:20:12 main:574] : INFO : Epoch 1643 | loss: 0.0311315 | val_loss: 0.0311544 | Time: 1963.72 ms [2021-05-28 01:20:14 main:574] : INFO : Epoch 1644 | loss: 0.0311418 | val_loss: 0.0311534 | Time: 2049.43 ms [2021-05-28 01:20:16 main:574] : INFO : Epoch 1645 | loss: 0.0311428 | val_loss: 0.0311634 | Time: 1996.37 ms [2021-05-28 01:20:18 main:574] : INFO : Epoch 1646 | loss: 0.0311417 | val_loss: 0.0311577 | Time: 2059.55 ms [2021-05-28 01:20:20 main:574] : INFO : Epoch 1647 | loss: 0.0311365 | val_loss: 0.0311536 | Time: 2061.05 ms [2021-05-28 01:20:22 main:574] : INFO : Epoch 1648 | loss: 0.0311351 | val_loss: 0.0311565 | Time: 1937.97 ms [2021-05-28 01:20:24 main:574] : INFO : Epoch 1649 | loss: 0.0311367 | val_loss: 0.031153 | Time: 1969.54 ms [2021-05-28 01:20:26 main:574] : INFO : Epoch 1650 | loss: 0.0311334 | val_loss: 0.0311531 | Time: 1975.55 ms [2021-05-28 01:20:28 main:574] : INFO : Epoch 1651 | loss: 0.0311324 | val_loss: 0.031152 | Time: 1979.92 ms [2021-05-28 01:20:30 main:574] : INFO : Epoch 1652 | loss: 0.0311348 | val_loss: 0.0311663 | Time: 1980.84 ms [2021-05-28 01:20:32 main:574] : INFO : Epoch 1653 | loss: 0.0311343 | val_loss: 0.03115 | Time: 2020.67 ms [2021-05-28 01:20:34 main:574] : INFO : Epoch 1654 | loss: 0.0311326 | val_loss: 0.0311566 | Time: 2030.82 ms [2021-05-28 01:20:36 main:574] : INFO : Epoch 1655 | loss: 0.0311322 | val_loss: 0.0311511 | Time: 1994.84 ms [2021-05-28 01:20:38 main:574] : INFO : Epoch 1656 | loss: 0.0311301 | val_loss: 0.031153 | Time: 1960.41 ms [2021-05-28 01:20:40 main:574] : INFO : Epoch 1657 | loss: 0.0311321 | val_loss: 0.0311595 | Time: 1919.72 ms [2021-05-28 01:20:42 main:574] : INFO : Epoch 1658 | loss: 0.0311348 | val_loss: 0.0311527 | Time: 1963.71 ms [2021-05-28 01:20:44 main:574] : INFO : Epoch 1659 | loss: 0.0311336 | val_loss: 0.0311536 | Time: 1989.56 ms [2021-05-28 01:20:46 main:574] : INFO : Epoch 1660 | loss: 0.0311304 | val_loss: 0.0311534 | Time: 2028.66 ms [2021-05-28 01:20:48 main:574] : INFO : Epoch 1661 | loss: 0.0311297 | val_loss: 0.0311642 | Time: 1929.88 ms [2021-05-28 01:20:50 main:574] : INFO : Epoch 1662 | loss: 0.0311318 | val_loss: 0.0311502 | Time: 1898 ms [2021-05-28 01:20:52 main:574] : INFO : Epoch 1663 | loss: 0.0311318 | val_loss: 0.0311535 | Time: 1967.49 ms [2021-05-28 01:20:54 main:574] : INFO : Epoch 1664 | loss: 0.031133 | val_loss: 0.0311647 | Time: 2012.37 ms [2021-05-28 01:20:56 main:574] : INFO : Epoch 1665 | loss: 0.0311313 | val_loss: 0.03115 | Time: 2024.13 ms [2021-05-28 01:20:58 main:574] : INFO : Epoch 1666 | loss: 0.0311274 | val_loss: 0.0311516 | Time: 2036.13 ms [2021-05-28 01:21:00 main:574] : INFO : Epoch 1667 | loss: 0.0311277 | val_loss: 0.0311503 | Time: 1936.73 ms [2021-05-28 01:21:02 main:574] : INFO : Epoch 1668 | loss: 0.0311298 | val_loss: 0.0311606 | Time: 1939.08 ms [2021-05-28 01:21:04 main:574] : INFO : Epoch 1669 | loss: 0.0311308 | val_loss: 0.0311553 | Time: 2008.29 ms [2021-05-28 01:21:06 main:574] : INFO : Epoch 1670 | loss: 0.0311259 | val_loss: 0.031152 | Time: 2025.34 ms [2021-05-28 01:21:08 main:574] : INFO : Epoch 1671 | loss: 0.0311255 | val_loss: 0.0311522 | Time: 1963.44 ms [2021-05-28 01:21:10 main:574] : INFO : Epoch 1672 | loss: 0.0311273 | val_loss: 0.031154 | Time: 2056.62 ms [2021-05-28 01:21:12 main:574] : INFO : Epoch 1673 | loss: 0.0311264 | val_loss: 0.0311513 | Time: 2010.49 ms [2021-05-28 01:21:14 main:574] : INFO : Epoch 1674 | loss: 0.0311248 | val_loss: 0.0311533 | Time: 1953.05 ms [2021-05-28 01:21:16 main:574] : INFO : Epoch 1675 | loss: 0.0311241 | val_loss: 0.0311511 | Time: 1987.8 ms [2021-05-28 01:21:18 main:574] : INFO : Epoch 1676 | loss: 0.0311235 | val_loss: 0.0311532 | Time: 2017.19 ms [2021-05-28 01:21:20 main:574] : INFO : Epoch 1677 | loss: 0.0311248 | val_loss: 0.0311634 | Time: 2040.47 ms [2021-05-28 01:21:22 main:574] : INFO : Epoch 1678 | loss: 0.0311349 | val_loss: 0.031165 | Time: 1964.6 ms [2021-05-28 01:21:24 main:574] : INFO : Epoch 1679 | loss: 0.0311298 | val_loss: 0.0311644 | Time: 1997.9 ms [2021-05-28 01:21:26 main:574] : INFO : Epoch 1680 | loss: 0.031123 | val_loss: 0.0311519 | Time: 2023.26 ms [2021-05-28 01:21:28 main:574] : INFO : Epoch 1681 | loss: 0.0311231 | val_loss: 0.0311524 | Time: 2020.99 ms [2021-05-28 01:21:30 main:574] : INFO : Epoch 1682 | loss: 0.0311252 | val_loss: 0.0311621 | Time: 1991.1 ms [2021-05-28 01:21:32 main:574] : INFO : Epoch 1683 | loss: 0.0311269 | val_loss: 0.0311598 | Time: 1958.28 ms [2021-05-28 01:21:34 main:574] : INFO : Epoch 1684 | loss: 0.0311236 | val_loss: 0.0311529 | Time: 1931.71 ms [2021-05-28 01:21:36 main:574] : INFO : Epoch 1685 | loss: 0.0311241 | val_loss: 0.0311563 | Time: 1940.91 ms [2021-05-28 01:21:38 main:574] : INFO : Epoch 1686 | loss: 0.0311255 | val_loss: 0.0311524 | Time: 1973.91 ms [2021-05-28 01:21:40 main:574] : INFO : Epoch 1687 | loss: 0.0311259 | val_loss: 0.0311605 | Time: 2039.18 ms [2021-05-28 01:21:42 main:574] : INFO : Epoch 1688 | loss: 0.0311253 | val_loss: 0.0311538 | Time: 1977.58 ms [2021-05-28 01:21:44 main:574] : INFO : Epoch 1689 | loss: 0.0311224 | val_loss: 0.0311533 | Time: 1903.38 ms [2021-05-28 01:21:46 main:574] : INFO : Epoch 1690 | loss: 0.0311234 | val_loss: 0.0311617 | Time: 1896.39 ms [2021-05-28 01:21:48 main:574] : INFO : Epoch 1691 | loss: 0.031127 | val_loss: 0.0311662 | Time: 1903.75 ms [2021-05-28 01:21:50 main:574] : INFO : Epoch 1692 | loss: 0.0311258 | val_loss: 0.0311571 | Time: 1874.61 ms [2021-05-28 01:21:51 main:574] : INFO : Epoch 1693 | loss: 0.0311241 | val_loss: 0.0311552 | Time: 1836.35 ms [2021-05-28 01:21:53 main:574] : INFO : Epoch 1694 | loss: 0.0311229 | val_loss: 0.0311535 | Time: 1966.25 ms [2021-05-28 01:21:55 main:574] : INFO : Epoch 1695 | loss: 0.0311248 | val_loss: 0.0311536 | Time: 1995.65 ms [2021-05-28 01:21:57 main:574] : INFO : Epoch 1696 | loss: 0.0311255 | val_loss: 0.0311539 | Time: 1992.28 ms [2021-05-28 01:21:59 main:574] : INFO : Epoch 1697 | loss: 0.0311216 | val_loss: 0.0311516 | Time: 1998.41 ms [2021-05-28 01:22:01 main:574] : INFO : Epoch 1698 | loss: 0.0311224 | val_loss: 0.0311607 | Time: 1908.72 ms [2021-05-28 01:22:03 main:574] : INFO : Epoch 1699 | loss: 0.0311239 | val_loss: 0.0311621 | Time: 1877.6 ms [2021-05-28 01:22:05 main:574] : INFO : Epoch 1700 | loss: 0.031127 | val_loss: 0.0311497 | Time: 1988.63 ms [2021-05-28 01:22:07 main:574] : INFO : Epoch 1701 | loss: 0.0311231 | val_loss: 0.0311518 | Time: 1989.18 ms [2021-05-28 01:22:09 main:574] : INFO : Epoch 1702 | loss: 0.031126 | val_loss: 0.0311499 | Time: 1980.51 ms [2021-05-28 01:22:11 main:574] : INFO : Epoch 1703 | loss: 0.0311241 | val_loss: 0.0311549 | Time: 1972.99 ms [2021-05-28 01:22:13 main:574] : INFO : Epoch 1704 | loss: 0.0311302 | val_loss: 0.0311572 | Time: 1931.6 ms [2021-05-28 01:22:15 main:574] : INFO : Epoch 1705 | loss: 0.0311297 | val_loss: 0.0311548 | Time: 2019.41 ms [2021-05-28 01:22:17 main:574] : INFO : Epoch 1706 | loss: 0.031126 | val_loss: 0.0311604 | Time: 1976.56 ms [2021-05-28 01:22:19 main:574] : INFO : Epoch 1707 | loss: 0.0311311 | val_loss: 0.0311596 | Time: 2050.83 ms [2021-05-28 01:22:21 main:574] : INFO : Epoch 1708 | loss: 0.0311297 | val_loss: 0.0311573 | Time: 2016.75 ms [2021-05-28 01:22:23 main:574] : INFO : Epoch 1709 | loss: 0.0311251 | val_loss: 0.0311524 | Time: 1964.11 ms [2021-05-28 01:22:25 main:574] : INFO : Epoch 1710 | loss: 0.0311263 | val_loss: 0.0311536 | Time: 2031.04 ms [2021-05-28 01:22:27 main:574] : INFO : Epoch 1711 | loss: 0.031126 | val_loss: 0.0311554 | Time: 1988.13 ms [2021-05-28 01:22:29 main:574] : INFO : Epoch 1712 | loss: 0.0311262 | val_loss: 0.0311534 | Time: 2060.18 ms [2021-05-28 01:22:31 main:574] : INFO : Epoch 1713 | loss: 0.0311257 | val_loss: 0.0311574 | Time: 2009.78 ms [2021-05-28 01:22:33 main:574] : INFO : Epoch 1714 | loss: 0.0311233 | val_loss: 0.0311551 | Time: 2012.87 ms [2021-05-28 01:22:35 main:574] : INFO : Epoch 1715 | loss: 0.0311235 | val_loss: 0.0311551 | Time: 2060.74 ms [2021-05-28 01:22:37 main:574] : INFO : Epoch 1716 | loss: 0.0311244 | val_loss: 0.0311542 | Time: 1955.13 ms [2021-05-28 01:22:39 main:574] : INFO : Epoch 1717 | loss: 0.0311254 | val_loss: 0.031157 | Time: 2048.27 ms [2021-05-28 01:22:41 main:574] : INFO : Epoch 1718 | loss: 0.0311256 | val_loss: 0.0311591 | Time: 1943.51 ms [2021-05-28 01:22:43 main:574] : INFO : Epoch 1719 | loss: 0.0311202 | val_loss: 0.0311616 | Time: 2020.27 ms [2021-05-28 01:22:45 main:574] : INFO : Epoch 1720 | loss: 0.0311204 | val_loss: 0.0311566 | Time: 2006.78 ms [2021-05-28 01:22:47 main:574] : INFO : Epoch 1721 | loss: 0.0311191 | val_loss: 0.0311573 | Time: 1996.01 ms [2021-05-28 01:22:49 main:574] : INFO : Epoch 1722 | loss: 0.0311181 | val_loss: 0.0311564 | Time: 2001.04 ms [2021-05-28 01:22:51 main:574] : INFO : Epoch 1723 | loss: 0.0311171 | val_loss: 0.0311553 | Time: 1920.18 ms [2021-05-28 01:22:53 main:574] : INFO : Epoch 1724 | loss: 0.031116 | val_loss: 0.0311602 | Time: 1982.8 ms [2021-05-28 01:22:55 main:574] : INFO : Epoch 1725 | loss: 0.031119 | val_loss: 0.0311569 | Time: 2001.23 ms [2021-05-28 01:22:57 main:574] : INFO : Epoch 1726 | loss: 0.0311208 | val_loss: 0.0311581 | Time: 1934.18 ms [2021-05-28 01:22:59 main:574] : INFO : Epoch 1727 | loss: 0.0311194 | val_loss: 0.031156 | Time: 1981.6 ms [2021-05-28 01:23:01 main:574] : INFO : Epoch 1728 | loss: 0.0311236 | val_loss: 0.0311606 | Time: 2026.67 ms [2021-05-28 01:23:03 main:574] : INFO : Epoch 1729 | loss: 0.0311273 | val_loss: 0.0311582 | Time: 1925.65 ms [2021-05-28 01:23:05 main:574] : INFO : Epoch 1730 | loss: 0.0311239 | val_loss: 0.0311644 | Time: 1946.77 ms [2021-05-28 01:23:07 main:574] : INFO : Epoch 1731 | loss: 0.0311221 | val_loss: 0.0311546 | Time: 2033.23 ms [2021-05-28 01:23:09 main:574] : INFO : Epoch 1732 | loss: 0.0311252 | val_loss: 0.0311529 | Time: 1991.83 ms [2021-05-28 01:23:11 main:574] : INFO : Epoch 1733 | loss: 0.0311272 | val_loss: 0.0311578 | Time: 2026.4 ms [2021-05-28 01:23:13 main:574] : INFO : Epoch 1734 | loss: 0.0311245 | val_loss: 0.0311569 | Time: 1983.73 ms [2021-05-28 01:23:15 main:574] : INFO : Epoch 1735 | loss: 0.031124 | val_loss: 0.031154 | Time: 2052.07 ms [2021-05-28 01:23:17 main:574] : INFO : Epoch 1736 | loss: 0.0311226 | val_loss: 0.0311587 | Time: 1965.32 ms [2021-05-28 01:23:19 main:574] : INFO : Epoch 1737 | loss: 0.0311275 | val_loss: 0.031154 | Time: 2001.96 ms [2021-05-28 01:23:21 main:574] : INFO : Epoch 1738 | loss: 0.0311238 | val_loss: 0.0311552 | Time: 1969.62 ms [2021-05-28 01:23:23 main:574] : INFO : Epoch 1739 | loss: 0.031121 | val_loss: 0.031159 | Time: 1974.88 ms [2021-05-28 01:23:25 main:574] : INFO : Epoch 1740 | loss: 0.0311216 | val_loss: 0.0311599 | Time: 2048.55 ms [2021-05-28 01:23:27 main:574] : INFO : Epoch 1741 | loss: 0.0311267 | val_loss: 0.0311609 | Time: 1944.29 ms [2021-05-28 01:23:29 main:574] : INFO : Epoch 1742 | loss: 0.0311246 | val_loss: 0.0311537 | Time: 2017.27 ms [2021-05-28 01:23:31 main:574] : INFO : Epoch 1743 | loss: 0.0311242 | val_loss: 0.0311536 | Time: 1977.28 ms [2021-05-28 01:23:33 main:574] : INFO : Epoch 1744 | loss: 0.0311215 | val_loss: 0.0311511 | Time: 2080.43 ms [2021-05-28 01:23:35 main:574] : INFO : Epoch 1745 | loss: 0.0311226 | val_loss: 0.0311557 | Time: 1955.52 ms [2021-05-28 01:23:37 main:574] : INFO : Epoch 1746 | loss: 0.0311231 | val_loss: 0.0311572 | Time: 1984.42 ms [2021-05-28 01:23:39 main:574] : INFO : Epoch 1747 | loss: 0.0311238 | val_loss: 0.0311529 | Time: 1977.94 ms [2021-05-28 01:23:41 main:574] : INFO : Epoch 1748 | loss: 0.0311212 | val_loss: 0.0311515 | Time: 2011.04 ms [2021-05-28 01:23:43 main:574] : INFO : Epoch 1749 | loss: 0.0311261 | val_loss: 0.0311546 | Time: 1959.63 ms [2021-05-28 01:23:45 main:574] : INFO : Epoch 1750 | loss: 0.0311243 | val_loss: 0.0311563 | Time: 2027.06 ms [2021-05-28 01:23:47 main:574] : INFO : Epoch 1751 | loss: 0.0311206 | val_loss: 0.0311562 | Time: 1989.61 ms [2021-05-28 01:23:49 main:574] : INFO : Epoch 1752 | loss: 0.0311226 | val_loss: 0.0311488 | Time: 2022.45 ms [2021-05-28 01:23:51 main:574] : INFO : Epoch 1753 | loss: 0.0311248 | val_loss: 0.0311578 | Time: 1982.58 ms [2021-05-28 01:23:53 main:574] : INFO : Epoch 1754 | loss: 0.0311348 | val_loss: 0.0311504 | Time: 1952.56 ms [2021-05-28 01:23:55 main:574] : INFO : Epoch 1755 | loss: 0.0311244 | val_loss: 0.0311569 | Time: 2012.55 ms [2021-05-28 01:23:57 main:574] : INFO : Epoch 1756 | loss: 0.0311285 | val_loss: 0.0311566 | Time: 2001.35 ms [2021-05-28 01:23:59 main:574] : INFO : Epoch 1757 | loss: 0.0311247 | val_loss: 0.0311591 | Time: 2084.15 ms [2021-05-28 01:24:01 main:574] : INFO : Epoch 1758 | loss: 0.0311231 | val_loss: 0.0311546 | Time: 1971.02 ms [2021-05-28 01:24:03 main:574] : INFO : Epoch 1759 | loss: 0.03112 | val_loss: 0.0311513 | Time: 1897.49 ms [2021-05-28 01:24:05 main:574] : INFO : Epoch 1760 | loss: 0.031119 | val_loss: 0.0311534 | Time: 1911.32 ms [2021-05-28 01:24:07 main:574] : INFO : Epoch 1761 | loss: 0.0311191 | val_loss: 0.0311488 | Time: 1995.43 ms [2021-05-28 01:24:09 main:574] : INFO : Epoch 1762 | loss: 0.0311186 | val_loss: 0.0311519 | Time: 2003.01 ms [2021-05-28 01:24:11 main:574] : INFO : Epoch 1763 | loss: 0.0311184 | val_loss: 0.0311553 | Time: 1947.16 ms [2021-05-28 01:24:13 main:574] : INFO : Epoch 1764 | loss: 0.0311187 | val_loss: 0.0311547 | Time: 2047.85 ms [2021-05-28 01:24:15 main:574] : INFO : Epoch 1765 | loss: 0.0311238 | val_loss: 0.0311612 | Time: 1996.2 ms [2021-05-28 01:24:17 main:574] : INFO : Epoch 1766 | loss: 0.0311203 | val_loss: 0.0311536 | Time: 2066.45 ms [2021-05-28 01:24:19 main:574] : INFO : Epoch 1767 | loss: 0.0311222 | val_loss: 0.0311514 | Time: 2005.41 ms [2021-05-28 01:24:21 main:574] : INFO : Epoch 1768 | loss: 0.0311182 | val_loss: 0.0311531 | Time: 1985.82 ms [2021-05-28 01:24:23 main:574] : INFO : Epoch 1769 | loss: 0.0311179 | val_loss: 0.0311554 | Time: 2020.66 ms [2021-05-28 01:24:25 main:574] : INFO : Epoch 1770 | loss: 0.0311176 | val_loss: 0.0311558 | Time: 2006.79 ms [2021-05-28 01:24:27 main:574] : INFO : Epoch 1771 | loss: 0.0311162 | val_loss: 0.0311509 | Time: 2012.84 ms [2021-05-28 01:24:29 main:574] : INFO : Epoch 1772 | loss: 0.031119 | val_loss: 0.0311527 | Time: 1985.03 ms [2021-05-28 01:24:31 main:574] : INFO : Epoch 1773 | loss: 0.0311189 | val_loss: 0.0311489 | Time: 1927.65 ms [2021-05-28 01:24:33 main:574] : INFO : Epoch 1774 | loss: 0.0311182 | val_loss: 0.0311564 | Time: 1965.09 ms [2021-05-28 01:24:35 main:574] : INFO : Epoch 1775 | loss: 0.031118 | val_loss: 0.0311556 | Time: 1969.73 ms [2021-05-28 01:24:37 main:574] : INFO : Epoch 1776 | loss: 0.0311184 | val_loss: 0.0311556 | Time: 1994.18 ms [2021-05-28 01:24:39 main:574] : INFO : Epoch 1777 | loss: 0.0311162 | val_loss: 0.0311548 | Time: 2039.36 ms [2021-05-28 01:24:41 main:574] : INFO : Epoch 1778 | loss: 0.0311158 | val_loss: 0.031163 | Time: 2040 ms [2021-05-28 01:24:43 main:574] : INFO : Epoch 1779 | loss: 0.031117 | val_loss: 0.0311584 | Time: 1985.46 ms [2021-05-28 01:24:45 main:574] : INFO : Epoch 1780 | loss: 0.0311153 | val_loss: 0.0311558 | Time: 1943.78 ms [2021-05-28 01:24:47 main:574] : INFO : Epoch 1781 | loss: 0.0311189 | val_loss: 0.0311688 | Time: 1995.58 ms [2021-05-28 01:24:49 main:574] : INFO : Epoch 1782 | loss: 0.0311211 | val_loss: 0.0311556 | Time: 1950.51 ms [2021-05-28 01:24:51 main:574] : INFO : Epoch 1783 | loss: 0.031117 | val_loss: 0.0311572 | Time: 1965.79 ms [2021-05-28 01:24:53 main:574] : INFO : Epoch 1784 | loss: 0.0311182 | val_loss: 0.0311573 | Time: 1902.62 ms [2021-05-28 01:24:55 main:574] : INFO : Epoch 1785 | loss: 0.031115 | val_loss: 0.0311594 | Time: 2021.48 ms [2021-05-28 01:24:57 main:574] : INFO : Epoch 1786 | loss: 0.0311172 | val_loss: 0.031152 | Time: 2016.62 ms [2021-05-28 01:24:59 main:574] : INFO : Epoch 1787 | loss: 0.0311173 | val_loss: 0.0311524 | Time: 2044.25 ms [2021-05-28 01:25:01 main:574] : INFO : Epoch 1788 | loss: 0.0311157 | val_loss: 0.0311561 | Time: 2063.39 ms [2021-05-28 01:25:03 main:574] : INFO : Epoch 1789 | loss: 0.0311176 | val_loss: 0.0311694 | Time: 1943.36 ms [2021-05-28 01:25:05 main:574] : INFO : Epoch 1790 | loss: 0.0311231 | val_loss: 0.0311702 | Time: 1831.42 ms [2021-05-28 01:25:07 main:574] : INFO : Epoch 1791 | loss: 0.0311214 | val_loss: 0.0311568 | Time: 2010.71 ms [2021-05-28 01:25:09 main:574] : INFO : Epoch 1792 | loss: 0.0311196 | val_loss: 0.0311529 | Time: 2004.86 ms [2021-05-28 01:25:11 main:574] : INFO : Epoch 1793 | loss: 0.0311197 | val_loss: 0.0311564 | Time: 1993.21 ms [2021-05-28 01:25:13 main:574] : INFO : Epoch 1794 | loss: 0.0311156 | val_loss: 0.0311585 | Time: 1998.94 ms [2021-05-28 01:25:15 main:574] : INFO : Epoch 1795 | loss: 0.0311168 | val_loss: 0.0311513 | Time: 1954.54 ms [2021-05-28 01:25:17 main:574] : INFO : Epoch 1796 | loss: 0.0311189 | val_loss: 0.0311586 | Time: 1912.89 ms [2021-05-28 01:25:19 main:574] : INFO : Epoch 1797 | loss: 0.031118 | val_loss: 0.0311538 | Time: 1982.12 ms [2021-05-28 01:25:21 main:574] : INFO : Epoch 1798 | loss: 0.0311152 | val_loss: 0.0311518 | Time: 2012.71 ms [2021-05-28 01:25:23 main:574] : INFO : Epoch 1799 | loss: 0.0311185 | val_loss: 0.0311545 | Time: 1976 ms [2021-05-28 01:25:25 main:574] : INFO : Epoch 1800 | loss: 0.0311176 | val_loss: 0.0311567 | Time: 1969.89 ms [2021-05-28 01:25:27 main:574] : INFO : Epoch 1801 | loss: 0.0311154 | val_loss: 0.0311543 | Time: 1928.63 ms [2021-05-28 01:25:29 main:574] : INFO : Epoch 1802 | loss: 0.0311151 | val_loss: 0.0311486 | Time: 1988.86 ms [2021-05-28 01:25:31 main:574] : INFO : Epoch 1803 | loss: 0.0311148 | val_loss: 0.0311551 | Time: 2003.2 ms [2021-05-28 01:25:33 main:574] : INFO : Epoch 1804 | loss: 0.0311193 | val_loss: 0.0311582 | Time: 1997.57 ms [2021-05-28 01:25:35 main:574] : INFO : Epoch 1805 | loss: 0.0311219 | val_loss: 0.0311485 | Time: 2005.94 ms [2021-05-28 01:25:37 main:574] : INFO : Epoch 1806 | loss: 0.0311202 | val_loss: 0.0311503 | Time: 2040.8 ms [2021-05-28 01:25:39 main:574] : INFO : Epoch 1807 | loss: 0.0311211 | val_loss: 0.0311483 | Time: 2010.71 ms [2021-05-28 01:25:41 main:574] : INFO : Epoch 1808 | loss: 0.0311161 | val_loss: 0.0311536 | Time: 2041.8 ms [2021-05-28 01:25:43 main:574] : INFO : Epoch 1809 | loss: 0.0311152 | val_loss: 0.0311581 | Time: 1990.36 ms [2021-05-28 01:25:45 main:574] : INFO : Epoch 1810 | loss: 0.0311132 | val_loss: 0.0311654 | Time: 2007.87 ms [2021-05-28 01:25:47 main:574] : INFO : Epoch 1811 | loss: 0.0311185 | val_loss: 0.0311659 | Time: 2027.45 ms [2021-05-28 01:25:49 main:574] : INFO : Epoch 1812 | loss: 0.0311218 | val_loss: 0.0311556 | Time: 1968.91 ms [2021-05-28 01:25:51 main:574] : INFO : Epoch 1813 | loss: 0.0311162 | val_loss: 0.0311521 | Time: 1993.48 ms [2021-05-28 01:25:53 main:574] : INFO : Epoch 1814 | loss: 0.0311161 | val_loss: 0.0311563 | Time: 2088.13 ms [2021-05-28 01:25:55 main:574] : INFO : Epoch 1815 | loss: 0.0311166 | val_loss: 0.031156 | Time: 1994.95 ms [2021-05-28 01:25:57 main:574] : INFO : Epoch 1816 | loss: 0.0311141 | val_loss: 0.0311545 | Time: 1936.82 ms [2021-05-28 01:25:59 main:574] : INFO : Epoch 1817 | loss: 0.0311124 | val_loss: 0.0311615 | Time: 1958.75 ms [2021-05-28 01:26:01 main:574] : INFO : Epoch 1818 | loss: 0.0311132 | val_loss: 0.031154 | Time: 1958.94 ms [2021-05-28 01:26:03 main:574] : INFO : Epoch 1819 | loss: 0.0311131 | val_loss: 0.0311511 | Time: 1942.63 ms [2021-05-28 01:26:05 main:574] : INFO : Epoch 1820 | loss: 0.0311241 | val_loss: 0.0311531 | Time: 2013.13 ms [2021-05-28 01:26:07 main:574] : INFO : Epoch 1821 | loss: 0.0311204 | val_loss: 0.0311552 | Time: 1885.5 ms [2021-05-28 01:26:09 main:574] : INFO : Epoch 1822 | loss: 0.0311195 | val_loss: 0.0311559 | Time: 2004.93 ms [2021-05-28 01:26:11 main:574] : INFO : Epoch 1823 | loss: 0.0311203 | val_loss: 0.0311595 | Time: 1982.82 ms [2021-05-28 01:26:13 main:574] : INFO : Epoch 1824 | loss: 0.0311223 | val_loss: 0.0311575 | Time: 2012.22 ms [2021-05-28 01:26:15 main:574] : INFO : Epoch 1825 | loss: 0.0311159 | val_loss: 0.0311624 | Time: 1998.6 ms [2021-05-28 01:26:17 main:574] : INFO : Epoch 1826 | loss: 0.0311146 | val_loss: 0.0311564 | Time: 1896.72 ms [2021-05-28 01:26:19 main:574] : INFO : Epoch 1827 | loss: 0.03112 | val_loss: 0.0311562 | Time: 1954.7 ms [2021-05-28 01:26:21 main:574] : INFO : Epoch 1828 | loss: 0.0311206 | val_loss: 0.0311601 | Time: 2032.13 ms [2021-05-28 01:26:23 main:574] : INFO : Epoch 1829 | loss: 0.0311194 | val_loss: 0.0311509 | Time: 1964.67 ms [2021-05-28 01:26:25 main:574] : INFO : Epoch 1830 | loss: 0.0311166 | val_loss: 0.0311556 | Time: 2041.23 ms [2021-05-28 01:26:27 main:574] : INFO : Epoch 1831 | loss: 0.0311156 | val_loss: 0.0311576 | Time: 1979.9 ms [2021-05-28 01:26:29 main:574] : INFO : Epoch 1832 | loss: 0.0311147 | val_loss: 0.0311568 | Time: 1872.39 ms [2021-05-28 01:26:30 main:574] : INFO : Epoch 1833 | loss: 0.0311145 | val_loss: 0.0311589 | Time: 1888.87 ms [2021-05-28 01:26:32 main:574] : INFO : Epoch 1834 | loss: 0.0311146 | val_loss: 0.0311656 | Time: 1975.85 ms [2021-05-28 01:26:34 main:574] : INFO : Epoch 1835 | loss: 0.0311179 | val_loss: 0.0311593 | Time: 1975.12 ms [2021-05-28 01:26:36 main:574] : INFO : Epoch 1836 | loss: 0.0311187 | val_loss: 0.0311631 | Time: 1992.23 ms [2021-05-28 01:26:38 main:574] : INFO : Epoch 1837 | loss: 0.0311155 | val_loss: 0.0311567 | Time: 1961.57 ms [2021-05-28 01:26:40 main:574] : INFO : Epoch 1838 | loss: 0.0311182 | val_loss: 0.0311568 | Time: 1899.65 ms [2021-05-28 01:26:42 main:574] : INFO : Epoch 1839 | loss: 0.0311177 | val_loss: 0.0311516 | Time: 2015.11 ms [2021-05-28 01:26:44 main:574] : INFO : Epoch 1840 | loss: 0.031119 | val_loss: 0.031157 | Time: 2010.17 ms [2021-05-28 01:26:46 main:574] : INFO : Epoch 1841 | loss: 0.0311133 | val_loss: 0.0311553 | Time: 1967.51 ms [2021-05-28 01:26:48 main:574] : INFO : Epoch 1842 | loss: 0.0311125 | val_loss: 0.0311567 | Time: 1908.66 ms [2021-05-28 01:26:50 main:574] : INFO : Epoch 1843 | loss: 0.0311117 | val_loss: 0.0311597 | Time: 1912.06 ms [2021-05-28 01:26:52 main:574] : INFO : Epoch 1844 | loss: 0.0311161 | val_loss: 0.0311573 | Time: 1916.63 ms [2021-05-28 01:26:54 main:574] : INFO : Epoch 1845 | loss: 0.0311172 | val_loss: 0.0311549 | Time: 1866.04 ms [2021-05-28 01:26:56 main:574] : INFO : Epoch 1846 | loss: 0.0311147 | val_loss: 0.0311543 | Time: 1964.61 ms [2021-05-28 01:26:58 main:574] : INFO : Epoch 1847 | loss: 0.0311185 | val_loss: 0.0311582 | Time: 2006.6 ms [2021-05-28 01:27:00 main:574] : INFO : Epoch 1848 | loss: 0.0311236 | val_loss: 0.031155 | Time: 2061.61 ms [2021-05-28 01:27:02 main:574] : INFO : Epoch 1849 | loss: 0.0311219 | val_loss: 0.0311659 | Time: 2000.65 ms [2021-05-28 01:27:04 main:574] : INFO : Epoch 1850 | loss: 0.0311208 | val_loss: 0.0311489 | Time: 1981.14 ms [2021-05-28 01:27:06 main:574] : INFO : Epoch 1851 | loss: 0.0311186 | val_loss: 0.0311499 | Time: 1979.94 ms [2021-05-28 01:27:08 main:574] : INFO : Epoch 1852 | loss: 0.0311197 | val_loss: 0.0311535 | Time: 1868.16 ms [2021-05-28 01:27:10 main:574] : INFO : Epoch 1853 | loss: 0.0311181 | val_loss: 0.031151 | Time: 2038.67 ms [2021-05-28 01:27:12 main:574] : INFO : Epoch 1854 | loss: 0.0311155 | val_loss: 0.0311516 | Time: 1941.88 ms [2021-05-28 01:27:14 main:574] : INFO : Epoch 1855 | loss: 0.0311141 | val_loss: 0.0311513 | Time: 2012.53 ms [2021-05-28 01:27:16 main:574] : INFO : Epoch 1856 | loss: 0.0311143 | val_loss: 0.0311513 | Time: 1924.69 ms [2021-05-28 01:27:18 main:574] : INFO : Epoch 1857 | loss: 0.0311132 | val_loss: 0.0311542 | Time: 1976.07 ms [2021-05-28 01:27:20 main:574] : INFO : Epoch 1858 | loss: 0.0311116 | val_loss: 0.0311574 | Time: 1906.63 ms [2021-05-28 01:27:22 main:574] : INFO : Epoch 1859 | loss: 0.031114 | val_loss: 0.0311545 | Time: 1924.02 ms [2021-05-28 01:27:24 main:574] : INFO : Epoch 1860 | loss: 0.0311139 | val_loss: 0.0311608 | Time: 2021.82 ms [2021-05-28 01:27:26 main:574] : INFO : Epoch 1861 | loss: 0.0311141 | val_loss: 0.0311541 | Time: 2022.14 ms [2021-05-28 01:27:28 main:574] : INFO : Epoch 1862 | loss: 0.031113 | val_loss: 0.031153 | Time: 2086.24 ms [2021-05-28 01:27:30 main:574] : INFO : Epoch 1863 | loss: 0.0311121 | val_loss: 0.0311561 | Time: 1876.64 ms [2021-05-28 01:27:31 main:574] : INFO : Epoch 1864 | loss: 0.0311109 | val_loss: 0.0311572 | Time: 1883.96 ms [2021-05-28 01:27:33 main:574] : INFO : Epoch 1865 | loss: 0.0311192 | val_loss: 0.0311691 | Time: 1924.61 ms [2021-05-28 01:27:35 main:574] : INFO : Epoch 1866 | loss: 0.031119 | val_loss: 0.0311512 | Time: 2012.84 ms [2021-05-28 01:27:37 main:574] : INFO : Epoch 1867 | loss: 0.0312813 | val_loss: 0.0327447 | Time: 2029.65 ms [2021-05-28 01:27:39 main:574] : INFO : Epoch 1868 | loss: 0.0323139 | val_loss: 0.0316287 | Time: 1959.68 ms [2021-05-28 01:27:41 main:574] : INFO : Epoch 1869 | loss: 0.0313375 | val_loss: 0.0312188 | Time: 1902.62 ms [2021-05-28 01:27:43 main:574] : INFO : Epoch 1870 | loss: 0.0311545 | val_loss: 0.031165 | Time: 1945.55 ms [2021-05-28 01:27:45 main:574] : INFO : Epoch 1871 | loss: 0.0311263 | val_loss: 0.0311581 | Time: 1977.34 ms [2021-05-28 01:27:47 main:574] : INFO : Epoch 1872 | loss: 0.0311146 | val_loss: 0.0311519 | Time: 1920.41 ms [2021-05-28 01:27:49 main:574] : INFO : Epoch 1873 | loss: 0.0311107 | val_loss: 0.0311545 | Time: 2034.21 ms [2021-05-28 01:27:51 main:574] : INFO : Epoch 1874 | loss: 0.0311114 | val_loss: 0.0311555 | Time: 2006.87 ms [2021-05-28 01:27:53 main:574] : INFO : Epoch 1875 | loss: 0.0311144 | val_loss: 0.0311519 | Time: 2006.17 ms [2021-05-28 01:27:55 main:574] : INFO : Epoch 1876 | loss: 0.0311178 | val_loss: 0.0311529 | Time: 2025.79 ms [2021-05-28 01:27:57 main:574] : INFO : Epoch 1877 | loss: 0.0311192 | val_loss: 0.0311572 | Time: 2000.19 ms [2021-05-28 01:27:59 main:574] : INFO : Epoch 1878 | loss: 0.0311179 | val_loss: 0.0311545 | Time: 1993.35 ms [2021-05-28 01:28:01 main:574] : INFO : Epoch 1879 | loss: 0.0311166 | val_loss: 0.0311589 | Time: 1983.41 ms [2021-05-28 01:28:03 main:574] : INFO : Epoch 1880 | loss: 0.0311142 | val_loss: 0.0311555 | Time: 2008.85 ms [2021-05-28 01:28:05 main:574] : INFO : Epoch 1881 | loss: 0.0311123 | val_loss: 0.0311523 | Time: 1967.91 ms [2021-05-28 01:28:07 main:574] : INFO : Epoch 1882 | loss: 0.0311175 | val_loss: 0.0311524 | Time: 1946.68 ms [2021-05-28 01:28:09 main:574] : INFO : Epoch 1883 | loss: 0.0311137 | val_loss: 0.0311525 | Time: 1955.44 ms [2021-05-28 01:28:11 main:574] : INFO : Epoch 1884 | loss: 0.0311401 | val_loss: 0.0311685 | Time: 2011.03 ms [2021-05-28 01:28:13 main:574] : INFO : Epoch 1885 | loss: 0.0311519 | val_loss: 0.0311526 | Time: 2086.57 ms [2021-05-28 01:28:15 main:574] : INFO : Epoch 1886 | loss: 0.0311423 | val_loss: 0.0311523 | Time: 2030.67 ms [2021-05-28 01:28:18 main:574] : INFO : Epoch 1887 | loss: 0.0311387 | val_loss: 0.0311492 | Time: 2113.02 ms [2021-05-28 01:28:20 main:574] : INFO : Epoch 1888 | loss: 0.0311348 | val_loss: 0.0311545 | Time: 1992.83 ms [2021-05-28 01:28:22 main:574] : INFO : Epoch 1889 | loss: 0.0311332 | val_loss: 0.0311523 | Time: 1976.36 ms [2021-05-28 01:28:23 main:574] : INFO : Epoch 1890 | loss: 0.0311302 | val_loss: 0.0311575 | Time: 1975.68 ms [2021-05-28 01:28:26 main:574] : INFO : Epoch 1891 | loss: 0.0311301 | val_loss: 0.0311512 | Time: 2008.83 ms [2021-05-28 01:28:28 main:574] : INFO : Epoch 1892 | loss: 0.0311266 | val_loss: 0.0311517 | Time: 1998.38 ms [2021-05-28 01:28:30 main:574] : INFO : Epoch 1893 | loss: 0.0311262 | val_loss: 0.0311528 | Time: 2013.99 ms [2021-05-28 01:28:32 main:574] : INFO : Epoch 1894 | loss: 0.0311239 | val_loss: 0.0311504 | Time: 1985.37 ms [2021-05-28 01:28:33 main:574] : INFO : Epoch 1895 | loss: 0.0311232 | val_loss: 0.0311502 | Time: 1894.88 ms [2021-05-28 01:28:35 main:574] : INFO : Epoch 1896 | loss: 0.0311224 | val_loss: 0.0311523 | Time: 1931.62 ms [2021-05-28 01:28:37 main:574] : INFO : Epoch 1897 | loss: 0.0311231 | val_loss: 0.0311526 | Time: 1988.27 ms [2021-05-28 01:28:39 main:574] : INFO : Epoch 1898 | loss: 0.0311232 | val_loss: 0.0311514 | Time: 2045.65 ms [2021-05-28 01:28:41 main:574] : INFO : Epoch 1899 | loss: 0.0311187 | val_loss: 0.0311473 | Time: 1956.91 ms [2021-05-28 01:28:43 main:574] : INFO : Epoch 1900 | loss: 0.0311173 | val_loss: 0.0311495 | Time: 1890.55 ms [2021-05-28 01:28:45 main:574] : INFO : Epoch 1901 | loss: 0.0311201 | val_loss: 0.0311477 | Time: 1880.58 ms [2021-05-28 01:28:47 main:574] : INFO : Epoch 1902 | loss: 0.031119 | val_loss: 0.0311479 | Time: 1974.31 ms [2021-05-28 01:28:49 main:574] : INFO : Epoch 1903 | loss: 0.0311224 | val_loss: 0.0311493 | Time: 2011.68 ms [2021-05-28 01:28:51 main:574] : INFO : Epoch 1904 | loss: 0.0311195 | val_loss: 0.031154 | Time: 2067.02 ms [2021-05-28 01:28:53 main:574] : INFO : Epoch 1905 | loss: 0.0311158 | val_loss: 0.0311571 | Time: 1852.92 ms [2021-05-28 01:28:55 main:574] : INFO : Epoch 1906 | loss: 0.0311167 | val_loss: 0.031155 | Time: 1919.42 ms [2021-05-28 01:28:57 main:574] : INFO : Epoch 1907 | loss: 0.0311136 | val_loss: 0.0311501 | Time: 2028.13 ms [2021-05-28 01:28:59 main:574] : INFO : Epoch 1908 | loss: 0.0311131 | val_loss: 0.0311537 | Time: 1988.96 ms [2021-05-28 01:29:01 main:574] : INFO : Epoch 1909 | loss: 0.0311146 | val_loss: 0.0311503 | Time: 2011.57 ms [2021-05-28 01:29:03 main:574] : INFO : Epoch 1910 | loss: 0.0311155 | val_loss: 0.031146 | Time: 1956.89 ms [2021-05-28 01:29:05 main:574] : INFO : Epoch 1911 | loss: 0.031116 | val_loss: 0.031151 | Time: 1971.91 ms [2021-05-28 01:29:07 main:574] : INFO : Epoch 1912 | loss: 0.0311141 | val_loss: 0.0311495 | Time: 1955.27 ms [2021-05-28 01:29:09 main:574] : INFO : Epoch 1913 | loss: 0.0311141 | val_loss: 0.0311529 | Time: 1847.28 ms [2021-05-28 01:29:11 main:574] : INFO : Epoch 1914 | loss: 0.0311139 | val_loss: 0.0311489 | Time: 2042.05 ms [2021-05-28 01:29:13 main:574] : INFO : Epoch 1915 | loss: 0.031112 | val_loss: 0.0311494 | Time: 2096.19 ms [2021-05-28 01:29:15 main:574] : INFO : Epoch 1916 | loss: 0.0311108 | val_loss: 0.031152 | Time: 2049.87 ms [2021-05-28 01:29:17 main:574] : INFO : Epoch 1917 | loss: 0.0311117 | val_loss: 0.0311515 | Time: 2010.43 ms [2021-05-28 01:29:19 main:574] : INFO : Epoch 1918 | loss: 0.0311113 | val_loss: 0.0311507 | Time: 1990.71 ms [2021-05-28 01:29:21 main:574] : INFO : Epoch 1919 | loss: 0.0311135 | val_loss: 0.0311549 | Time: 1994.41 ms [2021-05-28 01:29:23 main:574] : INFO : Epoch 1920 | loss: 0.0311143 | val_loss: 0.0311495 | Time: 1942.22 ms [2021-05-28 01:29:25 main:574] : INFO : Epoch 1921 | loss: 0.0311164 | val_loss: 0.0311486 | Time: 2004.85 ms [2021-05-28 01:29:27 main:574] : INFO : Epoch 1922 | loss: 0.0311205 | val_loss: 0.0311542 | Time: 2071.02 ms [2021-05-28 01:29:29 main:574] : INFO : Epoch 1923 | loss: 0.0311208 | val_loss: 0.0311485 | Time: 2051.12 ms [2021-05-28 01:29:31 main:574] : INFO : Epoch 1924 | loss: 0.0311189 | val_loss: 0.0311519 | Time: 2000.43 ms [2021-05-28 01:29:33 main:574] : INFO : Epoch 1925 | loss: 0.0311184 | val_loss: 0.0311483 | Time: 1948 ms [2021-05-28 01:29:35 main:574] : INFO : Epoch 1926 | loss: 0.0311195 | val_loss: 0.0311529 | Time: 1987.73 ms [2021-05-28 01:29:37 main:574] : INFO : Epoch 1927 | loss: 0.0311199 | val_loss: 0.0311482 | Time: 1898.16 ms [2021-05-28 01:29:39 main:574] : INFO : Epoch 1928 | loss: 0.0311205 | val_loss: 0.0311506 | Time: 2000.44 ms [2021-05-28 01:29:41 main:574] : INFO : Epoch 1929 | loss: 0.0311248 | val_loss: 0.0311497 | Time: 2099.05 ms [2021-05-28 01:29:43 main:574] : INFO : Epoch 1930 | loss: 0.0311189 | val_loss: 0.0311491 | Time: 2018.63 ms [2021-05-28 01:29:45 main:574] : INFO : Epoch 1931 | loss: 0.0311147 | val_loss: 0.0311531 | Time: 1995.97 ms [2021-05-28 01:29:47 main:574] : INFO : Epoch 1932 | loss: 0.031116 | val_loss: 0.0311503 | Time: 1900.71 ms [2021-05-28 01:29:49 main:574] : INFO : Epoch 1933 | loss: 0.0311144 | val_loss: 0.0311433 | Time: 1924.29 ms [2021-05-28 01:29:51 main:574] : INFO : Epoch 1934 | loss: 0.0311223 | val_loss: 0.0311431 | Time: 2005.49 ms [2021-05-28 01:29:53 main:574] : INFO : Epoch 1935 | loss: 0.0311204 | val_loss: 0.031142 | Time: 1949.94 ms [2021-05-28 01:29:55 main:574] : INFO : Epoch 1936 | loss: 0.0311184 | val_loss: 0.0311458 | Time: 1949.7 ms [2021-05-28 01:29:57 main:574] : INFO : Epoch 1937 | loss: 0.0311173 | val_loss: 0.0311467 | Time: 1853.11 ms [2021-05-28 01:29:59 main:574] : INFO : Epoch 1938 | loss: 0.0311135 | val_loss: 0.031148 | Time: 1917.51 ms [2021-05-28 01:30:01 main:574] : INFO : Epoch 1939 | loss: 0.0311136 | val_loss: 0.0311444 | Time: 1959.28 ms [2021-05-28 01:30:03 main:574] : INFO : Epoch 1940 | loss: 0.031113 | val_loss: 0.0311512 | Time: 1996.52 ms [2021-05-28 01:30:05 main:574] : INFO : Epoch 1941 | loss: 0.0311173 | val_loss: 0.0311467 | Time: 2008.67 ms [2021-05-28 01:30:07 main:574] : INFO : Epoch 1942 | loss: 0.0311146 | val_loss: 0.0311484 | Time: 1883.13 ms [2021-05-28 01:30:09 main:574] : INFO : Epoch 1943 | loss: 0.0311141 | val_loss: 0.0311458 | Time: 2036.45 ms [2021-05-28 01:30:11 main:574] : INFO : Epoch 1944 | loss: 0.0311195 | val_loss: 0.0311452 | Time: 1905.74 ms [2021-05-28 01:30:13 main:574] : INFO : Epoch 1945 | loss: 0.0311214 | val_loss: 0.0311441 | Time: 2034.73 ms [2021-05-28 01:30:15 main:574] : INFO : Epoch 1946 | loss: 0.0311179 | val_loss: 0.0311497 | Time: 2053.52 ms [2021-05-28 01:30:17 main:574] : INFO : Epoch 1947 | loss: 0.0311192 | val_loss: 0.0311437 | Time: 2034.69 ms [2021-05-28 01:30:19 main:574] : INFO : Epoch 1948 | loss: 0.0311184 | val_loss: 0.0311478 | Time: 2055.4 ms [2021-05-28 01:30:21 main:574] : INFO : Epoch 1949 | loss: 0.0311168 | val_loss: 0.0311462 | Time: 2032.68 ms [2021-05-28 01:30:23 main:574] : INFO : Epoch 1950 | loss: 0.0311151 | val_loss: 0.0311419 | Time: 1992.29 ms [2021-05-28 01:30:25 main:574] : INFO : Epoch 1951 | loss: 0.0311154 | val_loss: 0.0311452 | Time: 2057.45 ms [2021-05-28 01:30:27 main:574] : INFO : Epoch 1952 | loss: 0.0311128 | val_loss: 0.0311431 | Time: 2003.02 ms [2021-05-28 01:30:29 main:574] : INFO : Epoch 1953 | loss: 0.0311128 | val_loss: 0.0311421 | Time: 1950.15 ms [2021-05-28 01:30:31 main:574] : INFO : Epoch 1954 | loss: 0.0311129 | val_loss: 0.0311435 | Time: 1936.42 ms [2021-05-28 01:30:33 main:574] : INFO : Epoch 1955 | loss: 0.0311156 | val_loss: 0.0311408 | Time: 2032.05 ms [2021-05-28 01:30:35 main:574] : INFO : Epoch 1956 | loss: 0.0311164 | val_loss: 0.0311437 | Time: 2020.91 ms [2021-05-28 01:30:37 main:574] : INFO : Epoch 1957 | loss: 0.0311147 | val_loss: 0.031159 | Time: 2000.93 ms [2021-05-28 01:30:39 main:574] : INFO : Epoch 1958 | loss: 0.0311182 | val_loss: 0.0311462 | Time: 1991.27 ms [2021-05-28 01:30:41 main:574] : INFO : Epoch 1959 | loss: 0.0311132 | val_loss: 0.0311428 | Time: 2108.62 ms [2021-05-28 01:30:43 main:574] : INFO : Epoch 1960 | loss: 0.0311165 | val_loss: 0.0311458 | Time: 1966.7 ms [2021-05-28 01:30:45 main:574] : INFO : Epoch 1961 | loss: 0.0311163 | val_loss: 0.0311453 | Time: 1948.43 ms [2021-05-28 01:30:47 main:574] : INFO : Epoch 1962 | loss: 0.0311152 | val_loss: 0.0311491 | Time: 1990.26 ms [2021-05-28 01:30:49 main:574] : INFO : Epoch 1963 | loss: 0.031116 | val_loss: 0.0311463 | Time: 2034.38 ms [2021-05-28 01:30:51 main:574] : INFO : Epoch 1964 | loss: 0.0311175 | val_loss: 0.0311481 | Time: 1878.78 ms [2021-05-28 01:30:53 main:574] : INFO : Epoch 1965 | loss: 0.0311154 | val_loss: 0.0311463 | Time: 1932.3 ms [2021-05-28 01:30:55 main:574] : INFO : Epoch 1966 | loss: 0.031118 | val_loss: 0.0311453 | Time: 1976.87 ms [2021-05-28 01:30:57 main:574] : INFO : Epoch 1967 | loss: 0.0311179 | val_loss: 0.0311418 | Time: 2015.08 ms [2021-05-28 01:30:59 main:574] : INFO : Epoch 1968 | loss: 0.0311172 | val_loss: 0.0311493 | Time: 1945.26 ms [2021-05-28 01:31:01 main:574] : INFO : Epoch 1969 | loss: 0.0311195 | val_loss: 0.0311482 | Time: 1913.33 ms [2021-05-28 01:31:03 main:574] : INFO : Epoch 1970 | loss: 0.0311241 | val_loss: 0.0311474 | Time: 1967.44 ms [2021-05-28 01:31:05 main:574] : INFO : Epoch 1971 | loss: 0.0311251 | val_loss: 0.0311511 | Time: 2055 ms [2021-05-28 01:31:07 main:574] : INFO : Epoch 1972 | loss: 0.0311176 | val_loss: 0.0311537 | Time: 1961.76 ms [2021-05-28 01:31:09 main:574] : INFO : Epoch 1973 | loss: 0.0311191 | val_loss: 0.0311528 | Time: 1929.41 ms [2021-05-28 01:31:11 main:574] : INFO : Epoch 1974 | loss: 0.0311202 | val_loss: 0.0311467 | Time: 1889.69 ms [2021-05-28 01:31:13 main:574] : INFO : Epoch 1975 | loss: 0.0311189 | val_loss: 0.0311468 | Time: 1987.42 ms [2021-05-28 01:31:15 main:574] : INFO : Epoch 1976 | loss: 0.0311241 | val_loss: 0.0311497 | Time: 2050.48 ms [2021-05-28 01:31:17 main:574] : INFO : Epoch 1977 | loss: 0.0311262 | val_loss: 0.0311491 | Time: 1950.62 ms [2021-05-28 01:31:18 main:574] : INFO : Epoch 1978 | loss: 0.0311236 | val_loss: 0.0311509 | Time: 1940.8 ms [2021-05-28 01:31:20 main:574] : INFO : Epoch 1979 | loss: 0.0311257 | val_loss: 0.0311444 | Time: 2006.8 ms [2021-05-28 01:31:23 main:574] : INFO : Epoch 1980 | loss: 0.0311245 | val_loss: 0.0311422 | Time: 2036.86 ms [2021-05-28 01:31:24 main:574] : INFO : Epoch 1981 | loss: 0.0311219 | val_loss: 0.0311443 | Time: 1930.72 ms [2021-05-28 01:31:26 main:574] : INFO : Epoch 1982 | loss: 0.0311201 | val_loss: 0.0311447 | Time: 2007.85 ms [2021-05-28 01:31:28 main:574] : INFO : Epoch 1983 | loss: 0.0311179 | val_loss: 0.0311525 | Time: 1955.63 ms [2021-05-28 01:31:30 main:574] : INFO : Epoch 1984 | loss: 0.0311237 | val_loss: 0.0311475 | Time: 1930.96 ms [2021-05-28 01:31:32 main:574] : INFO : Epoch 1985 | loss: 0.0311228 | val_loss: 0.0311488 | Time: 1960.49 ms [2021-05-28 01:31:34 main:574] : INFO : Epoch 1986 | loss: 0.0311211 | val_loss: 0.0311444 | Time: 1973.56 ms [2021-05-28 01:31:36 main:574] : INFO : Epoch 1987 | loss: 0.0311205 | val_loss: 0.0311458 | Time: 2044.15 ms [2021-05-28 01:31:38 main:574] : INFO : Epoch 1988 | loss: 0.0311211 | val_loss: 0.0311486 | Time: 1978.85 ms [2021-05-28 01:31:40 main:574] : INFO : Epoch 1989 | loss: 0.0311183 | val_loss: 0.031145 | Time: 1968.23 ms [2021-05-28 01:31:42 main:574] : INFO : Epoch 1990 | loss: 0.0311175 | val_loss: 0.0311482 | Time: 1984.7 ms [2021-05-28 01:31:44 main:574] : INFO : Epoch 1991 | loss: 0.0311169 | val_loss: 0.0311515 | Time: 1989.65 ms [2021-05-28 01:31:46 main:574] : INFO : Epoch 1992 | loss: 0.0311186 | val_loss: 0.0311512 | Time: 2049.85 ms [2021-05-28 01:31:48 main:574] : INFO : Epoch 1993 | loss: 0.0311167 | val_loss: 0.0311466 | Time: 2032.49 ms [2021-05-28 01:31:50 main:574] : INFO : Epoch 1994 | loss: 0.0311145 | val_loss: 0.0311464 | Time: 1927.37 ms [2021-05-28 01:31:52 main:574] : INFO : Epoch 1995 | loss: 0.0311143 | val_loss: 0.0311469 | Time: 1917.73 ms [2021-05-28 01:31:54 main:574] : INFO : Epoch 1996 | loss: 0.0311129 | val_loss: 0.03115 | Time: 1903.91 ms [2021-05-28 01:31:56 main:574] : INFO : Epoch 1997 | loss: 0.0311139 | val_loss: 0.031145 | Time: 1905.05 ms [2021-05-28 01:31:58 main:574] : INFO : Epoch 1998 | loss: 0.031112 | val_loss: 0.03115 | Time: 1829.97 ms [2021-05-28 01:32:00 main:574] : INFO : Epoch 1999 | loss: 0.0311124 | val_loss: 0.0311536 | Time: 2032.77 ms [2021-05-28 01:32:02 main:574] : INFO : Epoch 2000 | loss: 0.0311131 | val_loss: 0.0311513 | Time: 1971.79 ms [2021-05-28 01:32:04 main:574] : INFO : Epoch 2001 | loss: 0.0311146 | val_loss: 0.0311425 | Time: 1975.08 ms [2021-05-28 01:32:06 main:574] : INFO : Epoch 2002 | loss: 0.031118 | val_loss: 0.0311482 | Time: 1996.04 ms [2021-05-28 01:32:08 main:574] : INFO : Epoch 2003 | loss: 0.0311145 | val_loss: 0.0311519 | Time: 1994.66 ms [2021-05-28 01:32:10 main:574] : INFO : Epoch 2004 | loss: 0.0311148 | val_loss: 0.0311456 | Time: 1982.88 ms [2021-05-28 01:32:12 main:574] : INFO : Epoch 2005 | loss: 0.0311157 | val_loss: 0.031145 | Time: 1902.42 ms [2021-05-28 01:32:14 main:574] : INFO : Epoch 2006 | loss: 0.031114 | val_loss: 0.0311488 | Time: 1944.25 ms [2021-05-28 01:32:16 main:574] : INFO : Epoch 2007 | loss: 0.0311175 | val_loss: 0.0311522 | Time: 1982.66 ms [2021-05-28 01:32:18 main:574] : INFO : Epoch 2008 | loss: 0.0311123 | val_loss: 0.0311457 | Time: 1973.88 ms [2021-05-28 01:32:20 main:574] : INFO : Epoch 2009 | loss: 0.0311124 | val_loss: 0.0311437 | Time: 2022.42 ms [2021-05-28 01:32:22 main:574] : INFO : Epoch 2010 | loss: 0.0311103 | val_loss: 0.0311502 | Time: 2014.85 ms [2021-05-28 01:32:24 main:574] : INFO : Epoch 2011 | loss: 0.0311108 | val_loss: 0.0311476 | Time: 1971.42 ms [2021-05-28 01:32:26 main:574] : INFO : Epoch 2012 | loss: 0.0311086 | val_loss: 0.0311473 | Time: 1996.78 ms [2021-05-28 01:32:28 main:574] : INFO : Epoch 2013 | loss: 0.0311081 | val_loss: 0.0311542 | Time: 1981.34 ms [2021-05-28 01:32:30 main:574] : INFO : Epoch 2014 | loss: 0.0311097 | val_loss: 0.031149 | Time: 1961.32 ms [2021-05-28 01:32:32 main:574] : INFO : Epoch 2015 | loss: 0.031107 | val_loss: 0.0311471 | Time: 1985.68 ms [2021-05-28 01:32:34 main:574] : INFO : Epoch 2016 | loss: 0.0311172 | val_loss: 0.031164 | Time: 2038.6 ms [2021-05-28 01:32:36 main:574] : INFO : Epoch 2017 | loss: 0.0311497 | val_loss: 0.0311592 | Time: 1938.08 ms [2021-05-28 01:32:38 main:574] : INFO : Epoch 2018 | loss: 0.031145 | val_loss: 0.0311668 | Time: 2006.79 ms [2021-05-28 01:32:40 main:574] : INFO : Epoch 2019 | loss: 0.0311426 | val_loss: 0.0311597 | Time: 1953.49 ms [2021-05-28 01:32:42 main:574] : INFO : Epoch 2020 | loss: 0.0311351 | val_loss: 0.0311548 | Time: 1988.46 ms [2021-05-28 01:32:44 main:574] : INFO : Epoch 2021 | loss: 0.0311323 | val_loss: 0.0311584 | Time: 2026.32 ms [2021-05-28 01:32:46 main:574] : INFO : Epoch 2022 | loss: 0.0311353 | val_loss: 0.0311601 | Time: 1956.2 ms [2021-05-28 01:32:48 main:574] : INFO : Epoch 2023 | loss: 0.0311315 | val_loss: 0.031156 | Time: 1931.88 ms [2021-05-28 01:32:50 main:574] : INFO : Epoch 2024 | loss: 0.0311285 | val_loss: 0.0311547 | Time: 2049.61 ms [2021-05-28 01:32:52 main:574] : INFO : Epoch 2025 | loss: 0.0311256 | val_loss: 0.0311567 | Time: 1962.75 ms [2021-05-28 01:32:54 main:574] : INFO : Epoch 2026 | loss: 0.031126 | val_loss: 0.0311557 | Time: 2032.38 ms [2021-05-28 01:32:56 main:574] : INFO : Epoch 2027 | loss: 0.0311288 | val_loss: 0.0311556 | Time: 1958.83 ms [2021-05-28 01:32:58 main:574] : INFO : Epoch 2028 | loss: 0.0311253 | val_loss: 0.0311519 | Time: 1949.98 ms [2021-05-28 01:33:00 main:574] : INFO : Epoch 2029 | loss: 0.0311229 | val_loss: 0.0311566 | Time: 2049.17 ms [2021-05-28 01:33:02 main:574] : INFO : Epoch 2030 | loss: 0.0311242 | val_loss: 0.0311506 | Time: 2033.01 ms [2021-05-28 01:33:04 main:574] : INFO : Epoch 2031 | loss: 0.0311229 | val_loss: 0.0311523 | Time: 1960.44 ms [2021-05-28 01:33:06 main:574] : INFO : Epoch 2032 | loss: 0.0311248 | val_loss: 0.0311564 | Time: 2034.71 ms [2021-05-28 01:33:08 main:574] : INFO : Epoch 2033 | loss: 0.031126 | val_loss: 0.0311499 | Time: 2017.46 ms [2021-05-28 01:33:10 main:574] : INFO : Epoch 2034 | loss: 0.0311215 | val_loss: 0.0311517 | Time: 1964.84 ms [2021-05-28 01:33:12 main:574] : INFO : Epoch 2035 | loss: 0.0311205 | val_loss: 0.0311519 | Time: 2033.72 ms [2021-05-28 01:33:14 main:574] : INFO : Epoch 2036 | loss: 0.0311227 | val_loss: 0.0311573 | Time: 1920.87 ms [2021-05-28 01:33:16 main:574] : INFO : Epoch 2037 | loss: 0.0311184 | val_loss: 0.0311545 | Time: 2000.73 ms [2021-05-28 01:33:18 main:574] : INFO : Epoch 2038 | loss: 0.0311197 | val_loss: 0.0311541 | Time: 1949.71 ms [2021-05-28 01:33:20 main:574] : INFO : Epoch 2039 | loss: 0.0311197 | val_loss: 0.0311536 | Time: 1962.07 ms [2021-05-28 01:33:22 main:574] : INFO : Epoch 2040 | loss: 0.0311212 | val_loss: 0.0311538 | Time: 1981.52 ms [2021-05-28 01:33:24 main:574] : INFO : Epoch 2041 | loss: 0.031118 | val_loss: 0.0311535 | Time: 1946.5 ms [2021-05-28 01:33:26 main:574] : INFO : Epoch 2042 | loss: 0.0311192 | val_loss: 0.0311536 | Time: 1970.29 ms [2021-05-28 01:33:28 main:574] : INFO : Epoch 2043 | loss: 0.0311247 | val_loss: 0.0311575 | Time: 2023.18 ms [2021-05-28 01:33:30 main:574] : INFO : Epoch 2044 | loss: 0.0311223 | val_loss: 0.0311524 | Time: 2020.32 ms [2021-05-28 01:33:32 main:574] : INFO : Epoch 2045 | loss: 0.031119 | val_loss: 0.0311546 | Time: 1925.6 ms [2021-05-28 01:33:34 main:574] : INFO : Epoch 2046 | loss: 0.0311227 | val_loss: 0.0311601 | Time: 1982.4 ms [2021-05-28 01:33:36 main:574] : INFO : Epoch 2047 | loss: 0.0311216 | val_loss: 0.0311672 | Time: 2044.69 ms [2021-05-28 01:33:38 main:574] : INFO : Epoch 2048 | loss: 0.0311223 | val_loss: 0.0311532 | Time: 1995.79 ms [2021-05-28 01:33:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311532 [2021-05-28 01:33:38 main:603] : INFO : Saving end state to config to file [2021-05-28 01:33:38 main:608] : INFO : Success, exiting.. 01:33:38 (16652): 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)