Task 12958067
| Name | ParityModified-1647042737-15876-0_0 |
| Workunit | 10090318 |
| Created | 11 Mar 2022, 23:52:22 UTC |
| Sent | 13 Mar 2022, 15:20:13 UTC |
| Report deadline | 21 Mar 2022, 15:20:13 UTC |
| Received | 13 Mar 2022, 17:45:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10254 |
| Run time | 1 hours 8 min 26 sec |
| CPU time | 1 hours 7 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,017.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 1982.18 ms
[2022-03-13 18:27:29 main:574] : INFO : Epoch 1543 | loss: 0.0312454 | val_loss: 0.0312463 | Time: 1954.89 ms
[2022-03-13 18:27:31 main:574] : INFO : Epoch 1544 | loss: 0.0312474 | val_loss: 0.0312457 | Time: 1987.26 ms
[2022-03-13 18:27:33 main:574] : INFO : Epoch 1545 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1990.33 ms
[2022-03-13 18:27:35 main:574] : INFO : Epoch 1546 | loss: 0.0312457 | val_loss: 0.0312439 | Time: 1959.63 ms
[2022-03-13 18:27:37 main:574] : INFO : Epoch 1547 | loss: 0.0312457 | val_loss: 0.0312448 | Time: 1968.98 ms
[2022-03-13 18:27:39 main:574] : INFO : Epoch 1548 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 1998.39 ms
[2022-03-13 18:27:41 main:574] : INFO : Epoch 1549 | loss: 0.0312469 | val_loss: 0.0312482 | Time: 1938.12 ms
[2022-03-13 18:27:43 main:574] : INFO : Epoch 1550 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1931.5 ms
[2022-03-13 18:27:45 main:574] : INFO : Epoch 1551 | loss: 0.0312484 | val_loss: 0.0312463 | Time: 2028.38 ms
[2022-03-13 18:27:47 main:574] : INFO : Epoch 1552 | loss: 0.031247 | val_loss: 0.0312445 | Time: 2072.88 ms
[2022-03-13 18:27:49 main:574] : INFO : Epoch 1553 | loss: 0.0312476 | val_loss: 0.0312447 | Time: 1934.15 ms
[2022-03-13 18:27:51 main:574] : INFO : Epoch 1554 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 2010.73 ms
[2022-03-13 18:27:53 main:574] : INFO : Epoch 1555 | loss: 0.0312476 | val_loss: 0.0312449 | Time: 2014.33 ms
[2022-03-13 18:27:55 main:574] : INFO : Epoch 1556 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 2042.55 ms
[2022-03-13 18:27:57 main:574] : INFO : Epoch 1557 | loss: 0.0312465 | val_loss: 0.0312446 | Time: 1977.77 ms
[2022-03-13 18:27:59 main:574] : INFO : Epoch 1558 | loss: 0.031247 | val_loss: 0.0312454 | Time: 1941.78 ms
[2022-03-13 18:28:01 main:574] : INFO : Epoch 1559 | loss: 0.0312472 | val_loss: 0.0312457 | Time: 1994.79 ms
[2022-03-13 18:28:03 main:574] : INFO : Epoch 1560 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 2014.01 ms
[2022-03-13 18:28:05 main:574] : INFO : Epoch 1561 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 2072.8 ms
[2022-03-13 18:28:07 main:574] : INFO : Epoch 1562 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 1995.09 ms
[2022-03-13 18:28:09 main:574] : INFO : Epoch 1563 | loss: 0.0312477 | val_loss: 0.0312457 | Time: 1998.56 ms
[2022-03-13 18:28:11 main:574] : INFO : Epoch 1564 | loss: 0.0312472 | val_loss: 0.0312451 | Time: 1991.34 ms
[2022-03-13 18:28:13 main:574] : INFO : Epoch 1565 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 1986.18 ms
[2022-03-13 18:28:15 main:574] : INFO : Epoch 1566 | loss: 0.0312452 | val_loss: 0.031244 | Time: 1969.87 ms
[2022-03-13 18:28:17 main:574] : INFO : Epoch 1567 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 1990.39 ms
[2022-03-13 18:28:19 main:574] : INFO : Epoch 1568 | loss: 0.0312458 | val_loss: 0.0312439 | Time: 1974.85 ms
[2022-03-13 18:28:21 main:574] : INFO : Epoch 1569 | loss: 0.0312451 | val_loss: 0.0312444 | Time: 1952.81 ms
[2022-03-13 18:28:23 main:574] : INFO : Epoch 1570 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 2045.41 ms
[2022-03-13 18:28:25 main:574] : INFO : Epoch 1571 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 1937.23 ms
[2022-03-13 18:28:27 main:574] : INFO : Epoch 1572 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 1992.33 ms
[2022-03-13 18:28:29 main:574] : INFO : Epoch 1573 | loss: 0.0312469 | val_loss: 0.0312451 | Time: 1995.79 ms
[2022-03-13 18:28:31 main:574] : INFO : Epoch 1574 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 2018.79 ms
[2022-03-13 18:28:33 main:574] : INFO : Epoch 1575 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 1966.7 ms
[2022-03-13 18:28:35 main:574] : INFO : Epoch 1576 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 2005.56 ms
[2022-03-13 18:28:37 main:574] : INFO : Epoch 1577 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 1996.73 ms
[2022-03-13 18:28:39 main:574] : INFO : Epoch 1578 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 1958.8 ms
[2022-03-13 18:28:41 main:574] : INFO : Epoch 1579 | loss: 0.031247 | val_loss: 0.0312485 | Time: 2006.73 ms
[2022-03-13 18:28:43 main:574] : INFO : Epoch 1580 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1995.58 ms
[2022-03-13 18:28:45 main:574] : INFO : Epoch 1581 | loss: 0.0312522 | val_loss: 0.0312529 | Time: 1988.09 ms
[2022-03-13 18:28:47 main:574] : INFO : Epoch 1582 | loss: 0.0312501 | val_loss: 0.0312486 | Time: 1997.5 ms
[2022-03-13 18:28:49 main:574] : INFO : Epoch 1583 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 1969 ms
[2022-03-13 18:28:51 main:574] : INFO : Epoch 1584 | loss: 0.0312455 | val_loss: 0.031244 | Time: 1990.75 ms
[2022-03-13 18:28:53 main:574] : INFO : Epoch 1585 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2050.64 ms
[2022-03-13 18:28:55 main:574] : INFO : Epoch 1586 | loss: 0.031246 | val_loss: 0.0312467 | Time: 2001.14 ms
[2022-03-13 18:28:57 main:574] : INFO : Epoch 1587 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 1994.43 ms
[2022-03-13 18:28:59 main:574] : INFO : Epoch 1588 | loss: 0.0312461 | val_loss: 0.0312443 | Time: 2004.96 ms
[2022-03-13 18:29:01 main:574] : INFO : Epoch 1589 | loss: 0.0312457 | val_loss: 0.0312439 | Time: 2112.25 ms
[2022-03-13 18:29:03 main:574] : INFO : Epoch 1590 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 2016.03 ms
[2022-03-13 18:29:05 main:574] : INFO : Epoch 1591 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 1966.86 ms
[2022-03-13 18:29:07 main:574] : INFO : Epoch 1592 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2013.37 ms
[2022-03-13 18:29:09 main:574] : INFO : Epoch 1593 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 1967.57 ms
[2022-03-13 18:29:11 main:574] : INFO : Epoch 1594 | loss: 0.0312471 | val_loss: 0.0312455 | Time: 1963.05 ms
[2022-03-13 18:29:13 main:574] : INFO : Epoch 1595 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 1989.83 ms
[2022-03-13 18:29:15 main:574] : INFO : Epoch 1596 | loss: 0.0312456 | val_loss: 0.0312443 | Time: 2044.54 ms
[2022-03-13 18:29:17 main:574] : INFO : Epoch 1597 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 1965.31 ms
[2022-03-13 18:29:19 main:574] : INFO : Epoch 1598 | loss: 0.0312453 | val_loss: 0.0312439 | Time: 2124.36 ms
[2022-03-13 18:29:21 main:574] : INFO : Epoch 1599 | loss: 0.0312454 | val_loss: 0.0312438 | Time: 2058.02 ms
[2022-03-13 18:29:23 main:574] : INFO : Epoch 1600 | loss: 0.0312458 | val_loss: 0.0312442 | Time: 1963.28 ms
[2022-03-13 18:29:25 main:574] : INFO : Epoch 1601 | loss: 0.031247 | val_loss: 0.031245 | Time: 1961.93 ms
[2022-03-13 18:29:27 main:574] : INFO : Epoch 1602 | loss: 0.0312463 | val_loss: 0.0312447 | Time: 1992.53 ms
[2022-03-13 18:29:29 main:574] : INFO : Epoch 1603 | loss: 0.0312481 | val_loss: 0.0312455 | Time: 2020.6 ms
[2022-03-13 18:29:31 main:574] : INFO : Epoch 1604 | loss: 0.0312475 | val_loss: 0.0312479 | Time: 1986.71 ms
[2022-03-13 18:29:33 main:574] : INFO : Epoch 1605 | loss: 0.031246 | val_loss: 0.0312446 | Time: 2039.29 ms
[2022-03-13 18:29:35 main:574] : INFO : Epoch 1606 | loss: 0.0312453 | val_loss: 0.031244 | Time: 1997.97 ms
[2022-03-13 18:29:37 main:574] : INFO : Epoch 1607 | loss: 0.031246 | val_loss: 0.031244 | Time: 1983.17 ms
[2022-03-13 18:29:39 main:574] : INFO : Epoch 1608 | loss: 0.0312456 | val_loss: 0.0312446 | Time: 1978.56 ms
[2022-03-13 18:29:41 main:574] : INFO : Epoch 1609 | loss: 0.0312462 | val_loss: 0.0312441 | Time: 1940.83 ms
[2022-03-13 18:29:43 main:574] : INFO : Epoch 1610 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 1949.73 ms
[2022-03-13 18:29:45 main:574] : INFO : Epoch 1611 | loss: 0.0312463 | val_loss: 0.0312443 | Time: 2010.32 ms
[2022-03-13 18:29:47 main:574] : INFO : Epoch 1612 | loss: 0.0312455 | val_loss: 0.031248 | Time: 1953.1 ms
[2022-03-13 18:29:49 main:574] : INFO : Epoch 1613 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 1923.11 ms
[2022-03-13 18:29:51 main:574] : INFO : Epoch 1614 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 1924.77 ms
[2022-03-13 18:29:53 main:574] : INFO : Epoch 1615 | loss: 0.0312458 | val_loss: 0.031244 | Time: 1950.37 ms
[2022-03-13 18:29:55 main:574] : INFO : Epoch 1616 | loss: 0.031247 | val_loss: 0.0312447 | Time: 1937.86 ms
[2022-03-13 18:29:57 main:574] : INFO : Epoch 1617 | loss: 0.031246 | val_loss: 0.0312468 | Time: 1943.59 ms
[2022-03-13 18:29:59 main:574] : INFO : Epoch 1618 | loss: 0.0312473 | val_loss: 0.0312448 | Time: 1949.32 ms
[2022-03-13 18:30:01 main:574] : INFO : Epoch 1619 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 1964.26 ms
[2022-03-13 18:30:03 main:574] : INFO : Epoch 1620 | loss: 0.0312459 | val_loss: 0.0312443 | Time: 1994.21 ms
[2022-03-13 18:30:05 main:574] : INFO : Epoch 1621 | loss: 0.0312453 | val_loss: 0.0312438 | Time: 2132.07 ms
[2022-03-13 18:30:07 main:574] : INFO : Epoch 1622 | loss: 0.031245 | val_loss: 0.0312438 | Time: 2139.03 ms
[2022-03-13 18:30:09 main:574] : INFO : Epoch 1623 | loss: 0.0312453 | val_loss: 0.0312438 | Time: 1971.36 ms
[2022-03-13 18:30:11 main:574] : INFO : Epoch 1624 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 1987.79 ms
[2022-03-13 18:30:13 main:574] : INFO : Epoch 1625 | loss: 0.0312453 | val_loss: 0.0312443 | Time: 2051.74 ms
[2022-03-13 18:30:15 main:574] : INFO : Epoch 1626 | loss: 0.0312452 | val_loss: 0.0312438 | Time: 1998.39 ms
[2022-03-13 18:30:17 main:574] : INFO : Epoch 1627 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 1984.23 ms
[2022-03-13 18:30:19 main:574] : INFO : Epoch 1628 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 1985.46 ms
[2022-03-13 18:30:21 main:574] : INFO : Epoch 1629 | loss: 0.0312467 | val_loss: 0.0312479 | Time: 2008.59 ms
[2022-03-13 18:30:23 main:574] : INFO : Epoch 1630 | loss: 0.0312477 | val_loss: 0.0312459 | Time: 2020.36 ms
[2022-03-13 18:30:25 main:574] : INFO : Epoch 1631 | loss: 0.0312455 | val_loss: 0.031244 | Time: 2018 ms
[2022-03-13 18:30:27 main:574] : INFO : Epoch 1632 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 2028.8 ms
[2022-03-13 18:30:29 main:574] : INFO : Epoch 1633 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 1995.23 ms
[2022-03-13 18:30:31 main:574] : INFO : Epoch 1634 | loss: 0.0312449 | val_loss: 0.0312436 | Time: 1993.48 ms
[2022-03-13 18:30:33 main:574] : INFO : Epoch 1635 | loss: 0.0312454 | val_loss: 0.0312502 | Time: 2011.75 ms
[2022-03-13 18:30:35 main:574] : INFO : Epoch 1636 | loss: 0.0312472 | val_loss: 0.0312457 | Time: 1951.35 ms
[2022-03-13 18:30:37 main:574] : INFO : Epoch 1637 | loss: 0.0312458 | val_loss: 0.031244 | Time: 1940.02 ms
[2022-03-13 18:30:39 main:574] : INFO : Epoch 1638 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 1910.11 ms
[2022-03-13 18:30:41 main:574] : INFO : Epoch 1639 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 1921.79 ms
[2022-03-13 18:30:43 main:574] : INFO : Epoch 1640 | loss: 0.0312471 | val_loss: 0.0312453 | Time: 2000.89 ms
[2022-03-13 18:30:45 main:574] : INFO : Epoch 1641 | loss: 0.0312461 | val_loss: 0.0312484 | Time: 1981.66 ms
[2022-03-13 18:30:47 main:574] : INFO : Epoch 1642 | loss: 0.0312505 | val_loss: 0.0312491 | Time: 1999.88 ms
[2022-03-13 18:30:49 main:574] : INFO : Epoch 1643 | loss: 0.0312525 | val_loss: 0.0312493 | Time: 2008.1 ms
[2022-03-13 18:30:51 main:574] : INFO : Epoch 1644 | loss: 0.0312494 | val_loss: 0.0312609 | Time: 1994.17 ms
[2022-03-13 18:30:53 main:574] : INFO : Epoch 1645 | loss: 0.0312494 | val_loss: 0.0312454 | Time: 2039.41 ms
[2022-03-13 18:30:55 main:574] : INFO : Epoch 1646 | loss: 0.0312455 | val_loss: 0.031244 | Time: 1990.36 ms
[2022-03-13 18:30:57 main:574] : INFO : Epoch 1647 | loss: 0.0312457 | val_loss: 0.0312481 | Time: 1960.01 ms
[2022-03-13 18:30:59 main:574] : INFO : Epoch 1648 | loss: 0.0312465 | val_loss: 0.0312476 | Time: 1923.07 ms
[2022-03-13 18:31:01 main:574] : INFO : Epoch 1649 | loss: 0.0312458 | val_loss: 0.0312437 | Time: 2003.1 ms
[2022-03-13 18:31:03 main:574] : INFO : Epoch 1650 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 1927.87 ms
[2022-03-13 18:31:05 main:574] : INFO : Epoch 1651 | loss: 0.0312452 | val_loss: 0.0312448 | Time: 2027.83 ms
[2022-03-13 18:31:07 main:574] : INFO : Epoch 1652 | loss: 0.0312454 | val_loss: 0.0312452 | Time: 1963.46 ms
[2022-03-13 18:31:09 main:574] : INFO : Epoch 1653 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 1999.43 ms
[2022-03-13 18:31:11 main:574] : INFO : Epoch 1654 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 1980.21 ms
[2022-03-13 18:31:13 main:574] : INFO : Epoch 1655 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 2005.48 ms
[2022-03-13 18:31:15 main:574] : INFO : Epoch 1656 | loss: 0.0312458 | val_loss: 0.031245 | Time: 1958.72 ms
[2022-03-13 18:31:17 main:574] : INFO : Epoch 1657 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 1982.14 ms
[2022-03-13 18:31:19 main:574] : INFO : Epoch 1658 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 1972.28 ms
[2022-03-13 18:31:21 main:574] : INFO : Epoch 1659 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 2061.31 ms
[2022-03-13 18:31:23 main:574] : INFO : Epoch 1660 | loss: 0.0312459 | val_loss: 0.031244 | Time: 1999.12 ms
[2022-03-13 18:31:25 main:574] : INFO : Epoch 1661 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 2005.27 ms
[2022-03-13 18:31:27 main:574] : INFO : Epoch 1662 | loss: 0.0312456 | val_loss: 0.0312438 | Time: 2029.2 ms
[2022-03-13 18:31:29 main:574] : INFO : Epoch 1663 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 1986.93 ms
[2022-03-13 18:31:31 main:574] : INFO : Epoch 1664 | loss: 0.0312466 | val_loss: 0.0312446 | Time: 1977.92 ms
[2022-03-13 18:31:33 main:574] : INFO : Epoch 1665 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 1940.16 ms
[2022-03-13 18:31:35 main:574] : INFO : Epoch 1666 | loss: 0.031246 | val_loss: 0.0312447 | Time: 1957.68 ms
[2022-03-13 18:31:37 main:574] : INFO : Epoch 1667 | loss: 0.0312455 | val_loss: 0.0312441 | Time: 2004.46 ms
[2022-03-13 18:31:39 main:574] : INFO : Epoch 1668 | loss: 0.0312456 | val_loss: 0.0312436 | Time: 1929.69 ms
[2022-03-13 18:31:41 main:574] : INFO : Epoch 1669 | loss: 0.0312457 | val_loss: 0.031244 | Time: 1994.27 ms
[2022-03-13 18:31:43 main:574] : INFO : Epoch 1670 | loss: 0.0312451 | val_loss: 0.0312438 | Time: 1979.77 ms
[2022-03-13 18:31:45 main:574] : INFO : Epoch 1671 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 1969.43 ms
[2022-03-13 18:31:47 main:574] : INFO : Epoch 1672 | loss: 0.0312464 | val_loss: 0.031244 | Time: 2049.75 ms
[2022-03-13 18:31:49 main:574] : INFO : Epoch 1673 | loss: 0.0312457 | val_loss: 0.0312466 | Time: 2093.5 ms
[2022-03-13 18:31:51 main:574] : INFO : Epoch 1674 | loss: 0.031246 | val_loss: 0.0312444 | Time: 1942.03 ms
[2022-03-13 18:31:53 main:574] : INFO : Epoch 1675 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 2020.93 ms
[2022-03-13 18:31:55 main:574] : INFO : Epoch 1676 | loss: 0.0312453 | val_loss: 0.0312437 | Time: 2030.28 ms
[2022-03-13 18:31:57 main:574] : INFO : Epoch 1677 | loss: 0.0312457 | val_loss: 0.0312448 | Time: 1982.67 ms
[2022-03-13 18:31:59 main:574] : INFO : Epoch 1678 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 2014.24 ms
[2022-03-13 18:32:01 main:574] : INFO : Epoch 1679 | loss: 0.0312461 | val_loss: 0.0312446 | Time: 1981.61 ms
[2022-03-13 18:32:03 main:574] : INFO : Epoch 1680 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 2028.48 ms
[2022-03-13 18:32:05 main:574] : INFO : Epoch 1681 | loss: 0.031245 | val_loss: 0.0312436 | Time: 2019.92 ms
[2022-03-13 18:32:07 main:574] : INFO : Epoch 1682 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 1988.63 ms
[2022-03-13 18:32:09 main:574] : INFO : Epoch 1683 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 2009.35 ms
[2022-03-13 18:32:11 main:574] : INFO : Epoch 1684 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 2011.18 ms
[2022-03-13 18:32:13 main:574] : INFO : Epoch 1685 | loss: 0.0312476 | val_loss: 0.0312445 | Time: 1951.98 ms
[2022-03-13 18:32:15 main:574] : INFO : Epoch 1686 | loss: 0.0312485 | val_loss: 0.0312451 | Time: 1970.49 ms
[2022-03-13 18:32:17 main:574] : INFO : Epoch 1687 | loss: 0.0312474 | val_loss: 0.0312453 | Time: 1999.92 ms
[2022-03-13 18:32:19 main:574] : INFO : Epoch 1688 | loss: 0.0312476 | val_loss: 0.0312486 | Time: 1994.25 ms
[2022-03-13 18:32:21 main:574] : INFO : Epoch 1689 | loss: 0.0312485 | val_loss: 0.0312462 | Time: 1972.36 ms
[2022-03-13 18:32:23 main:574] : INFO : Epoch 1690 | loss: 0.0312464 | val_loss: 0.0312446 | Time: 2018.87 ms
[2022-03-13 18:32:25 main:574] : INFO : Epoch 1691 | loss: 0.0312455 | val_loss: 0.0312438 | Time: 2180.06 ms
[2022-03-13 18:32:27 main:574] : INFO : Epoch 1692 | loss: 0.031247 | val_loss: 0.0312461 | Time: 2434.44 ms
[2022-03-13 18:32:30 main:574] : INFO : Epoch 1693 | loss: 0.0312466 | val_loss: 0.0312477 | Time: 2042.13 ms
[2022-03-13 18:32:32 main:574] : INFO : Epoch 1694 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 2003.83 ms
[2022-03-13 18:32:34 main:574] : INFO : Epoch 1695 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 2274.56 ms
[2022-03-13 18:32:36 main:574] : INFO : Epoch 1696 | loss: 0.031246 | val_loss: 0.0312438 | Time: 2076.33 ms
[2022-03-13 18:32:38 main:574] : INFO : Epoch 1697 | loss: 0.031246 | val_loss: 0.0312448 | Time: 2009.33 ms
[2022-03-13 18:32:40 main:574] : INFO : Epoch 1698 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 1999.95 ms
[2022-03-13 18:32:42 main:574] : INFO : Epoch 1699 | loss: 0.0312463 | val_loss: 0.0312447 | Time: 1939.5 ms
[2022-03-13 18:32:44 main:574] : INFO : Epoch 1700 | loss: 0.0312451 | val_loss: 0.0312439 | Time: 1986.76 ms
[2022-03-13 18:32:46 main:574] : INFO : Epoch 1701 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1965.91 ms
[2022-03-13 18:32:48 main:574] : INFO : Epoch 1702 | loss: 0.0312464 | val_loss: 0.0312445 | Time: 1942.37 ms
[2022-03-13 18:32:50 main:574] : INFO : Epoch 1703 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 2002.52 ms
[2022-03-13 18:32:52 main:574] : INFO : Epoch 1704 | loss: 0.0312455 | val_loss: 0.0312449 | Time: 1978.81 ms
[2022-03-13 18:32:54 main:574] : INFO : Epoch 1705 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 1970.19 ms
[2022-03-13 18:32:56 main:574] : INFO : Epoch 1706 | loss: 0.0312463 | val_loss: 0.0312437 | Time: 1941.56 ms
[2022-03-13 18:32:58 main:574] : INFO : Epoch 1707 | loss: 0.031246 | val_loss: 0.031245 | Time: 1993.37 ms
[2022-03-13 18:33:00 main:574] : INFO : Epoch 1708 | loss: 0.0312456 | val_loss: 0.0312439 | Time: 2002.01 ms
[2022-03-13 18:33:02 main:574] : INFO : Epoch 1709 | loss: 0.0312452 | val_loss: 0.0312436 | Time: 1965.17 ms
[2022-03-13 18:33:04 main:574] : INFO : Epoch 1710 | loss: 0.0312453 | val_loss: 0.031244 | Time: 2015.16 ms
[2022-03-13 18:33:06 main:574] : INFO : Epoch 1711 | loss: 0.0312465 | val_loss: 0.0312444 | Time: 2013.3 ms
[2022-03-13 18:33:08 main:574] : INFO : Epoch 1712 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 1932.45 ms
[2022-03-13 18:33:10 main:574] : INFO : Epoch 1713 | loss: 0.0312467 | val_loss: 0.0312443 | Time: 1975.26 ms
[2022-03-13 18:33:12 main:574] : INFO : Epoch 1714 | loss: 0.0312462 | val_loss: 0.0312445 | Time: 1963.94 ms
[2022-03-13 18:33:14 main:574] : INFO : Epoch 1715 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 2031.47 ms
[2022-03-13 18:33:16 main:574] : INFO : Epoch 1716 | loss: 0.0312454 | val_loss: 0.0312438 | Time: 1953.69 ms
[2022-03-13 18:33:18 main:574] : INFO : Epoch 1717 | loss: 0.0312454 | val_loss: 0.0312436 | Time: 1991.95 ms
[2022-03-13 18:33:20 main:574] : INFO : Epoch 1718 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 2063.31 ms
[2022-03-13 18:33:22 main:574] : INFO : Epoch 1719 | loss: 0.0312463 | val_loss: 0.0312447 | Time: 1963.84 ms
[2022-03-13 18:33:24 main:574] : INFO : Epoch 1720 | loss: 0.0312455 | val_loss: 0.0312439 | Time: 1969.96 ms
[2022-03-13 18:33:26 main:574] : INFO : Epoch 1721 | loss: 0.0312454 | val_loss: 0.0312448 | Time: 1980.07 ms
[2022-03-13 18:33:28 main:574] : INFO : Epoch 1722 | loss: 0.0312464 | val_loss: 0.031245 | Time: 1996.85 ms
[2022-03-13 18:33:30 main:574] : INFO : Epoch 1723 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 1975.45 ms
[2022-03-13 18:33:32 main:574] : INFO : Epoch 1724 | loss: 0.0312467 | val_loss: 0.0312446 | Time: 1936.51 ms
[2022-03-13 18:33:33 main:574] : INFO : Epoch 1725 | loss: 0.0312453 | val_loss: 0.0312438 | Time: 1938.92 ms
[2022-03-13 18:33:35 main:574] : INFO : Epoch 1726 | loss: 0.0312454 | val_loss: 0.0312435 | Time: 1981.82 ms
[2022-03-13 18:33:37 main:574] : INFO : Epoch 1727 | loss: 0.0312455 | val_loss: 0.0312438 | Time: 2029.08 ms
[2022-03-13 18:33:40 main:574] : INFO : Epoch 1728 | loss: 0.0312456 | val_loss: 0.0312439 | Time: 2081.85 ms
[2022-03-13 18:33:42 main:574] : INFO : Epoch 1729 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 1992.59 ms
[2022-03-13 18:33:44 main:574] : INFO : Epoch 1730 | loss: 0.0312468 | val_loss: 0.0312483 | Time: 2031.83 ms
[2022-03-13 18:33:46 main:574] : INFO : Epoch 1731 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 2047.24 ms
[2022-03-13 18:33:48 main:574] : INFO : Epoch 1732 | loss: 0.0312454 | val_loss: 0.0312466 | Time: 1989.33 ms
[2022-03-13 18:33:50 main:574] : INFO : Epoch 1733 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 1974.47 ms
[2022-03-13 18:33:52 main:574] : INFO : Epoch 1734 | loss: 0.0312456 | val_loss: 0.0312449 | Time: 1965.75 ms
[2022-03-13 18:33:54 main:574] : INFO : Epoch 1735 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 1924.67 ms
[2022-03-13 18:33:56 main:574] : INFO : Epoch 1736 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 1993.35 ms
[2022-03-13 18:33:58 main:574] : INFO : Epoch 1737 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 2076.02 ms
[2022-03-13 18:34:00 main:574] : INFO : Epoch 1738 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 2042.06 ms
[2022-03-13 18:34:02 main:574] : INFO : Epoch 1739 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 1984.81 ms
[2022-03-13 18:34:04 main:574] : INFO : Epoch 1740 | loss: 0.0312453 | val_loss: 0.031244 | Time: 1997.86 ms
[2022-03-13 18:34:06 main:574] : INFO : Epoch 1741 | loss: 0.0312456 | val_loss: 0.0312438 | Time: 1999.86 ms
[2022-03-13 18:34:08 main:574] : INFO : Epoch 1742 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 2002.82 ms
[2022-03-13 18:34:10 main:574] : INFO : Epoch 1743 | loss: 0.0312465 | val_loss: 0.0312444 | Time: 1992.5 ms
[2022-03-13 18:34:12 main:574] : INFO : Epoch 1744 | loss: 0.0312465 | val_loss: 0.031246 | Time: 1983.06 ms
[2022-03-13 18:34:14 main:574] : INFO : Epoch 1745 | loss: 0.0312484 | val_loss: 0.0312533 | Time: 1953.46 ms
[2022-03-13 18:34:16 main:574] : INFO : Epoch 1746 | loss: 0.0312507 | val_loss: 0.0312459 | Time: 2054.42 ms
[2022-03-13 18:34:18 main:574] : INFO : Epoch 1747 | loss: 0.0312469 | val_loss: 0.031247 | Time: 2027.07 ms
[2022-03-13 18:34:20 main:574] : INFO : Epoch 1748 | loss: 0.0312467 | val_loss: 0.0312483 | Time: 2086.29 ms
[2022-03-13 18:34:22 main:574] : INFO : Epoch 1749 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 1985.71 ms
[2022-03-13 18:34:24 main:574] : INFO : Epoch 1750 | loss: 0.0312458 | val_loss: 0.0312438 | Time: 1998.02 ms
[2022-03-13 18:34:26 main:574] : INFO : Epoch 1751 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 2080.9 ms
[2022-03-13 18:34:28 main:574] : INFO : Epoch 1752 | loss: 0.0312474 | val_loss: 0.031248 | Time: 2052.38 ms
[2022-03-13 18:34:30 main:574] : INFO : Epoch 1753 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 2104.44 ms
[2022-03-13 18:34:32 main:574] : INFO : Epoch 1754 | loss: 0.0312464 | val_loss: 0.0312441 | Time: 1934.44 ms
[2022-03-13 18:34:34 main:574] : INFO : Epoch 1755 | loss: 0.031246 | val_loss: 0.0312447 | Time: 2008.65 ms
[2022-03-13 18:34:36 main:574] : INFO : Epoch 1756 | loss: 0.0312454 | val_loss: 0.0312443 | Time: 2001.9 ms
[2022-03-13 18:34:38 main:574] : INFO : Epoch 1757 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 2039.56 ms
[2022-03-13 18:34:40 main:574] : INFO : Epoch 1758 | loss: 0.0312467 | val_loss: 0.0312445 | Time: 2046.49 ms
[2022-03-13 18:34:42 main:574] : INFO : Epoch 1759 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 1964.79 ms
[2022-03-13 18:34:44 main:574] : INFO : Epoch 1760 | loss: 0.0312456 | val_loss: 0.0312481 | Time: 2004.29 ms
[2022-03-13 18:34:46 main:574] : INFO : Epoch 1761 | loss: 0.0312458 | val_loss: 0.031244 | Time: 1999.03 ms
[2022-03-13 18:34:48 main:574] : INFO : Epoch 1762 | loss: 0.031246 | val_loss: 0.0312439 | Time: 1974.08 ms
[2022-03-13 18:34:50 main:574] : INFO : Epoch 1763 | loss: 0.0312452 | val_loss: 0.0312437 | Time: 1996.13 ms
[2022-03-13 18:34:52 main:574] : INFO : Epoch 1764 | loss: 0.031246 | val_loss: 0.0312444 | Time: 2002.99 ms
[2022-03-13 18:34:54 main:574] : INFO : Epoch 1765 | loss: 0.031246 | val_loss: 0.0312462 | Time: 1981.89 ms
[2022-03-13 18:34:56 main:574] : INFO : Epoch 1766 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 1975.36 ms
[2022-03-13 18:34:58 main:574] : INFO : Epoch 1767 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 2038.74 ms
[2022-03-13 18:35:00 main:574] : INFO : Epoch 1768 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1951.1 ms
[2022-03-13 18:35:02 main:574] : INFO : Epoch 1769 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 1999.26 ms
[2022-03-13 18:35:04 main:574] : INFO : Epoch 1770 | loss: 0.0312466 | val_loss: 0.0312442 | Time: 1971.89 ms
[2022-03-13 18:35:06 main:574] : INFO : Epoch 1771 | loss: 0.0312451 | val_loss: 0.0312437 | Time: 2017.76 ms
[2022-03-13 18:35:08 main:574] : INFO : Epoch 1772 | loss: 0.0312452 | val_loss: 0.0312437 | Time: 2034.17 ms
[2022-03-13 18:35:10 main:574] : INFO : Epoch 1773 | loss: 0.0312454 | val_loss: 0.031244 | Time: 1945.9 ms
[2022-03-13 18:35:12 main:574] : INFO : Epoch 1774 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 1992.83 ms
[2022-03-13 18:35:14 main:574] : INFO : Epoch 1775 | loss: 0.031246 | val_loss: 0.031246 | Time: 1921.89 ms
[2022-03-13 18:35:16 main:574] : INFO : Epoch 1776 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 1943.93 ms
[2022-03-13 18:35:18 main:574] : INFO : Epoch 1777 | loss: 0.0312452 | val_loss: 0.0312437 | Time: 2030.49 ms
[2022-03-13 18:35:20 main:574] : INFO : Epoch 1778 | loss: 0.0312454 | val_loss: 0.0312436 | Time: 1933.37 ms
[2022-03-13 18:35:22 main:574] : INFO : Epoch 1779 | loss: 0.0312455 | val_loss: 0.031244 | Time: 1973.15 ms
[2022-03-13 18:35:24 main:574] : INFO : Epoch 1780 | loss: 0.031246 | val_loss: 0.0312447 | Time: 1998.08 ms
[2022-03-13 18:35:26 main:574] : INFO : Epoch 1781 | loss: 0.0312478 | val_loss: 0.0312456 | Time: 1993.93 ms
[2022-03-13 18:35:28 main:574] : INFO : Epoch 1782 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 1946.07 ms
[2022-03-13 18:35:30 main:574] : INFO : Epoch 1783 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 1986.45 ms
[2022-03-13 18:35:32 main:574] : INFO : Epoch 1784 | loss: 0.031246 | val_loss: 0.0312442 | Time: 2033.11 ms
[2022-03-13 18:35:34 main:574] : INFO : Epoch 1785 | loss: 0.0312458 | val_loss: 0.0312483 | Time: 2000.84 ms
[2022-03-13 18:35:36 main:574] : INFO : Epoch 1786 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 2010.04 ms
[2022-03-13 18:35:38 main:574] : INFO : Epoch 1787 | loss: 0.031247 | val_loss: 0.0312451 | Time: 1992.07 ms
[2022-03-13 18:35:40 main:574] : INFO : Epoch 1788 | loss: 0.0312456 | val_loss: 0.0312437 | Time: 1954.54 ms
[2022-03-13 18:35:42 main:574] : INFO : Epoch 1789 | loss: 0.0312452 | val_loss: 0.0312438 | Time: 1928.91 ms
[2022-03-13 18:35:44 main:574] : INFO : Epoch 1790 | loss: 0.0312454 | val_loss: 0.0312435 | Time: 2011.13 ms
[2022-03-13 18:35:46 main:574] : INFO : Epoch 1791 | loss: 0.031245 | val_loss: 0.0312436 | Time: 2013.66 ms
[2022-03-13 18:35:48 main:574] : INFO : Epoch 1792 | loss: 0.031245 | val_loss: 0.0312446 | Time: 1950.02 ms
[2022-03-13 18:35:50 main:574] : INFO : Epoch 1793 | loss: 0.0312455 | val_loss: 0.0312437 | Time: 2019.97 ms
[2022-03-13 18:35:52 main:574] : INFO : Epoch 1794 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 1975.36 ms
[2022-03-13 18:35:54 main:574] : INFO : Epoch 1795 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 1937.2 ms
[2022-03-13 18:35:56 main:574] : INFO : Epoch 1796 | loss: 0.0312456 | val_loss: 0.0312436 | Time: 2021.45 ms
[2022-03-13 18:35:58 main:574] : INFO : Epoch 1797 | loss: 0.0312451 | val_loss: 0.0312439 | Time: 1975.02 ms
[2022-03-13 18:36:00 main:574] : INFO : Epoch 1798 | loss: 0.0312451 | val_loss: 0.0312435 | Time: 1998.2 ms
[2022-03-13 18:36:02 main:574] : INFO : Epoch 1799 | loss: 0.0312456 | val_loss: 0.0312443 | Time: 2009.47 ms
[2022-03-13 18:36:04 main:574] : INFO : Epoch 1800 | loss: 0.0312458 | val_loss: 0.031245 | Time: 1988.22 ms
[2022-03-13 18:36:06 main:574] : INFO : Epoch 1801 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1977.2 ms
[2022-03-13 18:36:08 main:574] : INFO : Epoch 1802 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 1956.81 ms
[2022-03-13 18:36:10 main:574] : INFO : Epoch 1803 | loss: 0.0312466 | val_loss: 0.0312441 | Time: 1963.5 ms
[2022-03-13 18:36:12 main:574] : INFO : Epoch 1804 | loss: 0.0312463 | val_loss: 0.0312442 | Time: 1976.88 ms
[2022-03-13 18:36:14 main:574] : INFO : Epoch 1805 | loss: 0.0312458 | val_loss: 0.0312436 | Time: 1952.85 ms
[2022-03-13 18:36:16 main:574] : INFO : Epoch 1806 | loss: 0.0312457 | val_loss: 0.031245 | Time: 1990.25 ms
[2022-03-13 18:36:18 main:574] : INFO : Epoch 1807 | loss: 0.031246 | val_loss: 0.031245 | Time: 2029.6 ms
[2022-03-13 18:36:20 main:574] : INFO : Epoch 1808 | loss: 0.0312462 | val_loss: 0.031246 | Time: 2041.58 ms
[2022-03-13 18:36:22 main:574] : INFO : Epoch 1809 | loss: 0.0312465 | val_loss: 0.0312438 | Time: 1986.83 ms
[2022-03-13 18:36:24 main:574] : INFO : Epoch 1810 | loss: 0.0312454 | val_loss: 0.0312438 | Time: 2047.21 ms
[2022-03-13 18:36:26 main:574] : INFO : Epoch 1811 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 1999.32 ms
[2022-03-13 18:36:28 main:574] : INFO : Epoch 1812 | loss: 0.0312467 | val_loss: 0.0312477 | Time: 2005.29 ms
[2022-03-13 18:36:30 main:574] : INFO : Epoch 1813 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 2046.38 ms
[2022-03-13 18:36:32 main:574] : INFO : Epoch 1814 | loss: 0.0312464 | val_loss: 0.0312445 | Time: 1956.3 ms
[2022-03-13 18:36:34 main:574] : INFO : Epoch 1815 | loss: 0.0312455 | val_loss: 0.0312449 | Time: 2006.85 ms
[2022-03-13 18:36:36 main:574] : INFO : Epoch 1816 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 2043.75 ms
[2022-03-13 18:36:38 main:574] : INFO : Epoch 1817 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1974.94 ms
[2022-03-13 18:36:40 main:574] : INFO : Epoch 1818 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 1980.51 ms
[2022-03-13 18:36:42 main:574] : INFO : Epoch 1819 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 2012.68 ms
[2022-03-13 18:36:44 main:574] : INFO : Epoch 1820 | loss: 0.0312451 | val_loss: 0.0312477 | Time: 2000.59 ms
[2022-03-13 18:36:46 main:574] : INFO : Epoch 1821 | loss: 0.0312483 | val_loss: 0.03125 | Time: 1943.16 ms
[2022-03-13 18:36:48 main:574] : INFO : Epoch 1822 | loss: 0.0312516 | val_loss: 0.0312469 | Time: 2033.02 ms
[2022-03-13 18:36:50 main:574] : INFO : Epoch 1823 | loss: 0.0312478 | val_loss: 0.0312451 | Time: 2009.48 ms
[2022-03-13 18:36:52 main:574] : INFO : Epoch 1824 | loss: 0.0312453 | val_loss: 0.0312472 | Time: 2054.46 ms
[2022-03-13 18:36:54 main:574] : INFO : Epoch 1825 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 1999.3 ms
[2022-03-13 18:36:56 main:574] : INFO : Epoch 1826 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 1976.9 ms
[2022-03-13 18:36:58 main:574] : INFO : Epoch 1827 | loss: 0.031246 | val_loss: 0.031247 | Time: 1996.49 ms
[2022-03-13 18:37:00 main:574] : INFO : Epoch 1828 | loss: 0.0312475 | val_loss: 0.0312449 | Time: 2014.94 ms
[2022-03-13 18:37:02 main:574] : INFO : Epoch 1829 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 1981.92 ms
[2022-03-13 18:37:04 main:574] : INFO : Epoch 1830 | loss: 0.0312456 | val_loss: 0.0312489 | Time: 1988.63 ms
[2022-03-13 18:37:06 main:574] : INFO : Epoch 1831 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1970.24 ms
[2022-03-13 18:37:08 main:574] : INFO : Epoch 1832 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 1992.39 ms
[2022-03-13 18:37:10 main:574] : INFO : Epoch 1833 | loss: 0.0312478 | val_loss: 0.0312458 | Time: 1991.79 ms
[2022-03-13 18:37:12 main:574] : INFO : Epoch 1834 | loss: 0.0312463 | val_loss: 0.0312446 | Time: 1992.66 ms
[2022-03-13 18:37:14 main:574] : INFO : Epoch 1835 | loss: 0.0312455 | val_loss: 0.031244 | Time: 2042.09 ms
[2022-03-13 18:37:16 main:574] : INFO : Epoch 1836 | loss: 0.0312451 | val_loss: 0.031244 | Time: 2007.2 ms
[2022-03-13 18:37:18 main:574] : INFO : Epoch 1837 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 2049.93 ms
[2022-03-13 18:37:20 main:574] : INFO : Epoch 1838 | loss: 0.0312465 | val_loss: 0.031244 | Time: 1934.9 ms
[2022-03-13 18:37:22 main:574] : INFO : Epoch 1839 | loss: 0.0312461 | val_loss: 0.031244 | Time: 1968.07 ms
[2022-03-13 18:37:24 main:574] : INFO : Epoch 1840 | loss: 0.0312457 | val_loss: 0.0312489 | Time: 1977.53 ms
[2022-03-13 18:37:26 main:574] : INFO : Epoch 1841 | loss: 0.0312468 | val_loss: 0.0312439 | Time: 1973.51 ms
[2022-03-13 18:37:28 main:574] : INFO : Epoch 1842 | loss: 0.0312452 | val_loss: 0.0312451 | Time: 1946.72 ms
[2022-03-13 18:37:30 main:574] : INFO : Epoch 1843 | loss: 0.0312461 | val_loss: 0.0312438 | Time: 1996.62 ms
[2022-03-13 18:37:32 main:574] : INFO : Epoch 1844 | loss: 0.031246 | val_loss: 0.0312471 | Time: 2005.25 ms
[2022-03-13 18:37:34 main:574] : INFO : Epoch 1845 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 1984.84 ms
[2022-03-13 18:37:36 main:574] : INFO : Epoch 1846 | loss: 0.0312463 | val_loss: 0.0312438 | Time: 2009.15 ms
[2022-03-13 18:37:38 main:574] : INFO : Epoch 1847 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 1974.8 ms
[2022-03-13 18:37:40 main:574] : INFO : Epoch 1848 | loss: 0.0312471 | val_loss: 0.0312448 | Time: 1974.18 ms
[2022-03-13 18:37:42 main:574] : INFO : Epoch 1849 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 1969.54 ms
[2022-03-13 18:37:44 main:574] : INFO : Epoch 1850 | loss: 0.0312459 | val_loss: 0.0312443 | Time: 2064.58 ms
[2022-03-13 18:37:46 main:574] : INFO : Epoch 1851 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 1958.09 ms
[2022-03-13 18:37:48 main:574] : INFO : Epoch 1852 | loss: 0.0312458 | val_loss: 0.031246 | Time: 1990.6 ms
[2022-03-13 18:37:50 main:574] : INFO : Epoch 1853 | loss: 0.0312462 | val_loss: 0.0312438 | Time: 1991.76 ms
[2022-03-13 18:37:52 main:574] : INFO : Epoch 1854 | loss: 0.0312454 | val_loss: 0.0312443 | Time: 2005.64 ms
[2022-03-13 18:37:54 main:574] : INFO : Epoch 1855 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 1968.62 ms
[2022-03-13 18:37:56 main:574] : INFO : Epoch 1856 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 1944.44 ms
[2022-03-13 18:37:58 main:574] : INFO : Epoch 1857 | loss: 0.0312449 | val_loss: 0.0312437 | Time: 2017.55 ms
[2022-03-13 18:38:00 main:574] : INFO : Epoch 1858 | loss: 0.0312452 | val_loss: 0.0312441 | Time: 2014.67 ms
[2022-03-13 18:38:02 main:574] : INFO : Epoch 1859 | loss: 0.0312454 | val_loss: 0.0312436 | Time: 1995.63 ms
[2022-03-13 18:38:04 main:574] : INFO : Epoch 1860 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 2058.39 ms
[2022-03-13 18:38:06 main:574] : INFO : Epoch 1861 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 1997.52 ms
[2022-03-13 18:38:08 main:574] : INFO : Epoch 1862 | loss: 0.0312457 | val_loss: 0.0312439 | Time: 1958.42 ms
[2022-03-13 18:38:10 main:574] : INFO : Epoch 1863 | loss: 0.0312448 | val_loss: 0.0312438 | Time: 1968.18 ms
[2022-03-13 18:38:12 main:574] : INFO : Epoch 1864 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 1978.57 ms
[2022-03-13 18:38:14 main:574] : INFO : Epoch 1865 | loss: 0.031246 | val_loss: 0.0312437 | Time: 2003.43 ms
[2022-03-13 18:38:16 main:574] : INFO : Epoch 1866 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2032.58 ms
[2022-03-13 18:38:18 main:574] : INFO : Epoch 1867 | loss: 0.0312458 | val_loss: 0.031247 | Time: 2018.61 ms
[2022-03-13 18:38:20 main:574] : INFO : Epoch 1868 | loss: 0.0312467 | val_loss: 0.0312459 | Time: 1986.15 ms
[2022-03-13 18:38:22 main:574] : INFO : Epoch 1869 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 1935.49 ms
[2022-03-13 18:38:24 main:574] : INFO : Epoch 1870 | loss: 0.0312456 | val_loss: 0.0312437 | Time: 1928.92 ms
[2022-03-13 18:38:26 main:574] : INFO : Epoch 1871 | loss: 0.0312451 | val_loss: 0.0312437 | Time: 1959.28 ms
[2022-03-13 18:38:28 main:574] : INFO : Epoch 1872 | loss: 0.0312449 | val_loss: 0.031245 | Time: 1956.05 ms
[2022-03-13 18:38:30 main:574] : INFO : Epoch 1873 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1932.45 ms
[2022-03-13 18:38:32 main:574] : INFO : Epoch 1874 | loss: 0.031245 | val_loss: 0.0312443 | Time: 2014.96 ms
[2022-03-13 18:38:34 main:574] : INFO : Epoch 1875 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1950.25 ms
[2022-03-13 18:38:36 main:574] : INFO : Epoch 1876 | loss: 0.031245 | val_loss: 0.0312435 | Time: 1962.11 ms
[2022-03-13 18:38:38 main:574] : INFO : Epoch 1877 | loss: 0.0312448 | val_loss: 0.0312438 | Time: 1973.71 ms
[2022-03-13 18:38:40 main:574] : INFO : Epoch 1878 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 1967.43 ms
[2022-03-13 18:38:42 main:574] : INFO : Epoch 1879 | loss: 0.0312464 | val_loss: 0.0312485 | Time: 2074.93 ms
[2022-03-13 18:38:44 main:574] : INFO : Epoch 1880 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 2000.32 ms
[2022-03-13 18:38:46 main:574] : INFO : Epoch 1881 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1996.06 ms
[2022-03-13 18:38:48 main:574] : INFO : Epoch 1882 | loss: 0.0312454 | val_loss: 0.031245 | Time: 2015.8 ms
[2022-03-13 18:38:50 main:574] : INFO : Epoch 1883 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 1984.31 ms
[2022-03-13 18:38:52 main:574] : INFO : Epoch 1884 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 2013.28 ms
[2022-03-13 18:38:54 main:574] : INFO : Epoch 1885 | loss: 0.031246 | val_loss: 0.031244 | Time: 1938.2 ms
[2022-03-13 18:38:56 main:574] : INFO : Epoch 1886 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 1994.01 ms
[2022-03-13 18:38:58 main:574] : INFO : Epoch 1887 | loss: 0.0312459 | val_loss: 0.0312439 | Time: 1981.42 ms
[2022-03-13 18:39:00 main:574] : INFO : Epoch 1888 | loss: 0.0312459 | val_loss: 0.0312441 | Time: 2042.06 ms
[2022-03-13 18:39:02 main:574] : INFO : Epoch 1889 | loss: 0.0312455 | val_loss: 0.0312436 | Time: 2028.73 ms
[2022-03-13 18:39:04 main:574] : INFO : Epoch 1890 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 2002.75 ms
[2022-03-13 18:39:06 main:574] : INFO : Epoch 1891 | loss: 0.0312451 | val_loss: 0.031248 | Time: 1955.51 ms
[2022-03-13 18:39:08 main:574] : INFO : Epoch 1892 | loss: 0.0312459 | val_loss: 0.0312438 | Time: 1975.24 ms
[2022-03-13 18:39:10 main:574] : INFO : Epoch 1893 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 1946.32 ms
[2022-03-13 18:39:12 main:574] : INFO : Epoch 1894 | loss: 0.0312453 | val_loss: 0.031244 | Time: 1992.91 ms
[2022-03-13 18:39:14 main:574] : INFO : Epoch 1895 | loss: 0.031246 | val_loss: 0.031245 | Time: 1952.93 ms
[2022-03-13 18:39:16 main:574] : INFO : Epoch 1896 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 2003.67 ms
[2022-03-13 18:39:18 main:574] : INFO : Epoch 1897 | loss: 0.0312452 | val_loss: 0.0312435 | Time: 2012.94 ms
[2022-03-13 18:39:20 main:574] : INFO : Epoch 1898 | loss: 0.0312452 | val_loss: 0.0312436 | Time: 2013.75 ms
[2022-03-13 18:39:22 main:574] : INFO : Epoch 1899 | loss: 0.0312449 | val_loss: 0.0312445 | Time: 2089.96 ms
[2022-03-13 18:39:24 main:574] : INFO : Epoch 1900 | loss: 0.0312453 | val_loss: 0.0312437 | Time: 1963.84 ms
[2022-03-13 18:39:26 main:574] : INFO : Epoch 1901 | loss: 0.031245 | val_loss: 0.0312448 | Time: 1956.88 ms
[2022-03-13 18:39:28 main:574] : INFO : Epoch 1902 | loss: 0.0312454 | val_loss: 0.0312443 | Time: 2047.44 ms
[2022-03-13 18:39:30 main:574] : INFO : Epoch 1903 | loss: 0.031245 | val_loss: 0.0312435 | Time: 2039.35 ms
[2022-03-13 18:39:32 main:574] : INFO : Epoch 1904 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 1983.1 ms
[2022-03-13 18:39:34 main:574] : INFO : Epoch 1905 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 1987.71 ms
[2022-03-13 18:39:36 main:574] : INFO : Epoch 1906 | loss: 0.031246 | val_loss: 0.0312442 | Time: 2008.27 ms
[2022-03-13 18:39:38 main:574] : INFO : Epoch 1907 | loss: 0.0312454 | val_loss: 0.0312438 | Time: 2001.7 ms
[2022-03-13 18:39:40 main:574] : INFO : Epoch 1908 | loss: 0.0312455 | val_loss: 0.031245 | Time: 2011.24 ms
[2022-03-13 18:39:42 main:574] : INFO : Epoch 1909 | loss: 0.0312454 | val_loss: 0.0312439 | Time: 2002.63 ms
[2022-03-13 18:39:44 main:574] : INFO : Epoch 1910 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 1963.08 ms
[2022-03-13 18:39:46 main:574] : INFO : Epoch 1911 | loss: 0.0312457 | val_loss: 0.0312439 | Time: 1942.18 ms
[2022-03-13 18:39:48 main:574] : INFO : Epoch 1912 | loss: 0.0312454 | val_loss: 0.0312442 | Time: 1960.42 ms
[2022-03-13 18:39:50 main:574] : INFO : Epoch 1913 | loss: 0.0312454 | val_loss: 0.0312436 | Time: 1968.97 ms
[2022-03-13 18:39:52 main:574] : INFO : Epoch 1914 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 1968.49 ms
[2022-03-13 18:39:54 main:574] : INFO : Epoch 1915 | loss: 0.0312452 | val_loss: 0.0312437 | Time: 1945.6 ms
[2022-03-13 18:39:56 main:574] : INFO : Epoch 1916 | loss: 0.0312459 | val_loss: 0.0312443 | Time: 1991.08 ms
[2022-03-13 18:39:58 main:574] : INFO : Epoch 1917 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 1966.03 ms
[2022-03-13 18:40:00 main:574] : INFO : Epoch 1918 | loss: 0.0312454 | val_loss: 0.0312438 | Time: 2001.42 ms
[2022-03-13 18:40:02 main:574] : INFO : Epoch 1919 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 1998.89 ms
[2022-03-13 18:40:04 main:574] : INFO : Epoch 1920 | loss: 0.0312534 | val_loss: 0.031255 | Time: 2001.72 ms
[2022-03-13 18:40:06 main:574] : INFO : Epoch 1921 | loss: 0.0313183 | val_loss: 0.0326204 | Time: 1964.73 ms
[2022-03-13 18:40:08 main:574] : INFO : Epoch 1922 | loss: 0.0780671 | val_loss: 0.0397223 | Time: 1967.8 ms
[2022-03-13 18:40:10 main:574] : INFO : Epoch 1923 | loss: 0.0581074 | val_loss: 0.0340288 | Time: 1943.69 ms
[2022-03-13 18:40:12 main:574] : INFO : Epoch 1924 | loss: 0.0347707 | val_loss: 0.0332786 | Time: 1984.44 ms
[2022-03-13 18:40:14 main:574] : INFO : Epoch 1925 | loss: 0.0322827 | val_loss: 0.0316575 | Time: 2006.14 ms
[2022-03-13 18:40:16 main:574] : INFO : Epoch 1926 | loss: 0.0314812 | val_loss: 0.0313697 | Time: 2007.05 ms
[2022-03-13 18:40:18 main:574] : INFO : Epoch 1927 | loss: 0.0313392 | val_loss: 0.031308 | Time: 2000.89 ms
[2022-03-13 18:40:20 main:574] : INFO : Epoch 1928 | loss: 0.0312982 | val_loss: 0.0312872 | Time: 1978.75 ms
[2022-03-13 18:40:22 main:574] : INFO : Epoch 1929 | loss: 0.031284 | val_loss: 0.0312784 | Time: 2005.52 ms
[2022-03-13 18:40:24 main:574] : INFO : Epoch 1930 | loss: 0.031277 | val_loss: 0.0312729 | Time: 2004.85 ms
[2022-03-13 18:40:26 main:574] : INFO : Epoch 1931 | loss: 0.0312722 | val_loss: 0.0312693 | Time: 2012 ms
[2022-03-13 18:40:28 main:574] : INFO : Epoch 1932 | loss: 0.0312689 | val_loss: 0.0312668 | Time: 1997.73 ms
[2022-03-13 18:40:30 main:574] : INFO : Epoch 1933 | loss: 0.0312664 | val_loss: 0.0312641 | Time: 1952.42 ms
[2022-03-13 18:40:32 main:574] : INFO : Epoch 1934 | loss: 0.0312643 | val_loss: 0.0312624 | Time: 2160.16 ms
[2022-03-13 18:40:34 main:574] : INFO : Epoch 1935 | loss: 0.0312624 | val_loss: 0.0312609 | Time: 1932.15 ms
[2022-03-13 18:40:36 main:574] : INFO : Epoch 1936 | loss: 0.0312609 | val_loss: 0.03126 | Time: 2049.97 ms
[2022-03-13 18:40:38 main:574] : INFO : Epoch 1937 | loss: 0.0312601 | val_loss: 0.0312589 | Time: 2013.92 ms
[2022-03-13 18:40:40 main:574] : INFO : Epoch 1938 | loss: 0.0312589 | val_loss: 0.0312578 | Time: 1962.48 ms
[2022-03-13 18:40:42 main:574] : INFO : Epoch 1939 | loss: 0.031258 | val_loss: 0.0312572 | Time: 1993.03 ms
[2022-03-13 18:40:44 main:574] : INFO : Epoch 1940 | loss: 0.0312576 | val_loss: 0.0312564 | Time: 2024.48 ms
[2022-03-13 18:40:46 main:574] : INFO : Epoch 1941 | loss: 0.0312569 | val_loss: 0.0312568 | Time: 2028.81 ms
[2022-03-13 18:40:48 main:574] : INFO : Epoch 1942 | loss: 0.0312567 | val_loss: 0.0312559 | Time: 1982.64 ms
[2022-03-13 18:40:50 main:574] : INFO : Epoch 1943 | loss: 0.0312557 | val_loss: 0.0312548 | Time: 1986.98 ms
[2022-03-13 18:40:52 main:574] : INFO : Epoch 1944 | loss: 0.0312551 | val_loss: 0.0312552 | Time: 1997.22 ms
[2022-03-13 18:40:54 main:574] : INFO : Epoch 1945 | loss: 0.0312549 | val_loss: 0.0312542 | Time: 1950.54 ms
[2022-03-13 18:40:56 main:574] : INFO : Epoch 1946 | loss: 0.0312543 | val_loss: 0.0312538 | Time: 2005.5 ms
[2022-03-13 18:40:58 main:574] : INFO : Epoch 1947 | loss: 0.031254 | val_loss: 0.0312537 | Time: 1984.54 ms
[2022-03-13 18:41:00 main:574] : INFO : Epoch 1948 | loss: 0.0312538 | val_loss: 0.0312533 | Time: 1965.93 ms
[2022-03-13 18:41:02 main:574] : INFO : Epoch 1949 | loss: 0.0312534 | val_loss: 0.031253 | Time: 1952.22 ms
[2022-03-13 18:41:04 main:574] : INFO : Epoch 1950 | loss: 0.0312532 | val_loss: 0.0312527 | Time: 1969.06 ms
[2022-03-13 18:41:06 main:574] : INFO : Epoch 1951 | loss: 0.031253 | val_loss: 0.0312525 | Time: 2029.35 ms
[2022-03-13 18:41:08 main:574] : INFO : Epoch 1952 | loss: 0.0312529 | val_loss: 0.031253 | Time: 1951.15 ms
[2022-03-13 18:41:10 main:574] : INFO : Epoch 1953 | loss: 0.031253 | val_loss: 0.0312525 | Time: 2030.12 ms
[2022-03-13 18:41:12 main:574] : INFO : Epoch 1954 | loss: 0.0312523 | val_loss: 0.0312525 | Time: 2011.56 ms
[2022-03-13 18:41:14 main:574] : INFO : Epoch 1955 | loss: 0.0312524 | val_loss: 0.0312519 | Time: 2025.75 ms
[2022-03-13 18:41:16 main:574] : INFO : Epoch 1956 | loss: 0.0312522 | val_loss: 0.0312525 | Time: 2007.68 ms
[2022-03-13 18:41:18 main:574] : INFO : Epoch 1957 | loss: 0.0312523 | val_loss: 0.0312516 | Time: 1994.84 ms
[2022-03-13 18:41:20 main:574] : INFO : Epoch 1958 | loss: 0.0312519 | val_loss: 0.0312518 | Time: 2001.22 ms
[2022-03-13 18:41:22 main:574] : INFO : Epoch 1959 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 1982.46 ms
[2022-03-13 18:41:24 main:574] : INFO : Epoch 1960 | loss: 0.031252 | val_loss: 0.0312515 | Time: 1963.18 ms
[2022-03-13 18:41:26 main:574] : INFO : Epoch 1961 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 1991.43 ms
[2022-03-13 18:41:28 main:574] : INFO : Epoch 1962 | loss: 0.0312514 | val_loss: 0.031251 | Time: 1971.8 ms
[2022-03-13 18:41:30 main:574] : INFO : Epoch 1963 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1955.8 ms
[2022-03-13 18:41:32 main:574] : INFO : Epoch 1964 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 2033.52 ms
[2022-03-13 18:41:34 main:574] : INFO : Epoch 1965 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1944.23 ms
[2022-03-13 18:41:36 main:574] : INFO : Epoch 1966 | loss: 0.031251 | val_loss: 0.0312507 | Time: 2104.56 ms
[2022-03-13 18:41:38 main:574] : INFO : Epoch 1967 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1999.51 ms
[2022-03-13 18:41:40 main:574] : INFO : Epoch 1968 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 1967.03 ms
[2022-03-13 18:41:42 main:574] : INFO : Epoch 1969 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2001.66 ms
[2022-03-13 18:41:44 main:574] : INFO : Epoch 1970 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1981.05 ms
[2022-03-13 18:41:46 main:574] : INFO : Epoch 1971 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1978.75 ms
[2022-03-13 18:41:48 main:574] : INFO : Epoch 1972 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1948.88 ms
[2022-03-13 18:41:50 main:574] : INFO : Epoch 1973 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2081.06 ms
[2022-03-13 18:41:52 main:574] : INFO : Epoch 1974 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2060.18 ms
[2022-03-13 18:41:54 main:574] : INFO : Epoch 1975 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1986.63 ms
[2022-03-13 18:41:56 main:574] : INFO : Epoch 1976 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1951.42 ms
[2022-03-13 18:41:58 main:574] : INFO : Epoch 1977 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1944.51 ms
[2022-03-13 18:42:00 main:574] : INFO : Epoch 1978 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2090.69 ms
[2022-03-13 18:42:02 main:574] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2041.46 ms
[2022-03-13 18:42:04 main:574] : INFO : Epoch 1980 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1958.14 ms
[2022-03-13 18:42:06 main:574] : INFO : Epoch 1981 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1930.55 ms
[2022-03-13 18:42:08 main:574] : INFO : Epoch 1982 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1961.98 ms
[2022-03-13 18:42:10 main:574] : INFO : Epoch 1983 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1997.76 ms
[2022-03-13 18:42:12 main:574] : INFO : Epoch 1984 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2010.97 ms
[2022-03-13 18:42:14 main:574] : INFO : Epoch 1985 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2033.81 ms
[2022-03-13 18:42:16 main:574] : INFO : Epoch 1986 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2033.62 ms
[2022-03-13 18:42:18 main:574] : INFO : Epoch 1987 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1992.74 ms
[2022-03-13 18:42:20 main:574] : INFO : Epoch 1988 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1996.54 ms
[2022-03-13 18:42:22 main:574] : INFO : Epoch 1989 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1903.73 ms
[2022-03-13 18:42:24 main:574] : INFO : Epoch 1990 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1985.06 ms
[2022-03-13 18:42:26 main:574] : INFO : Epoch 1991 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1940.67 ms
[2022-03-13 18:42:28 main:574] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1983.88 ms
[2022-03-13 18:42:30 main:574] : INFO : Epoch 1993 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1978.13 ms
[2022-03-13 18:42:32 main:574] : INFO : Epoch 1994 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2015.26 ms
[2022-03-13 18:42:34 main:574] : INFO : Epoch 1995 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1975.85 ms
[2022-03-13 18:42:36 main:574] : INFO : Epoch 1996 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1975.05 ms
[2022-03-13 18:42:38 main:574] : INFO : Epoch 1997 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2016.13 ms
[2022-03-13 18:42:40 main:574] : INFO : Epoch 1998 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2009.3 ms
[2022-03-13 18:42:42 main:574] : INFO : Epoch 1999 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1945.17 ms
[2022-03-13 18:42:44 main:574] : INFO : Epoch 2000 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1992.91 ms
[2022-03-13 18:42:46 main:574] : INFO : Epoch 2001 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 1960.72 ms
[2022-03-13 18:42:48 main:574] : INFO : Epoch 2002 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 1966.32 ms
[2022-03-13 18:42:50 main:574] : INFO : Epoch 2003 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1965.17 ms
[2022-03-13 18:42:52 main:574] : INFO : Epoch 2004 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1968.87 ms
[2022-03-13 18:42:54 main:574] : INFO : Epoch 2005 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 2008.98 ms
[2022-03-13 18:42:56 main:574] : INFO : Epoch 2006 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 1985.25 ms
[2022-03-13 18:42:58 main:574] : INFO : Epoch 2007 | loss: 0.0312499 | val_loss: 0.031249 | Time: 2009.47 ms
[2022-03-13 18:43:00 main:574] : INFO : Epoch 2008 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 2008.63 ms
[2022-03-13 18:43:02 main:574] : INFO : Epoch 2009 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1953.6 ms
[2022-03-13 18:43:04 main:574] : INFO : Epoch 2010 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1976.57 ms
[2022-03-13 18:43:06 main:574] : INFO : Epoch 2011 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1980.63 ms
[2022-03-13 18:43:08 main:574] : INFO : Epoch 2012 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1981.79 ms
[2022-03-13 18:43:10 main:574] : INFO : Epoch 2013 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 2068.66 ms
[2022-03-13 18:43:12 main:574] : INFO : Epoch 2014 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1952.69 ms
[2022-03-13 18:43:14 main:574] : INFO : Epoch 2015 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 2007.87 ms
[2022-03-13 18:43:16 main:574] : INFO : Epoch 2016 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 2020.01 ms
[2022-03-13 18:43:18 main:574] : INFO : Epoch 2017 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1966.93 ms
[2022-03-13 18:43:20 main:574] : INFO : Epoch 2018 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 2019.66 ms
[2022-03-13 18:43:22 main:574] : INFO : Epoch 2019 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1937.53 ms
[2022-03-13 18:43:24 main:574] : INFO : Epoch 2020 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 2025.54 ms
[2022-03-13 18:43:26 main:574] : INFO : Epoch 2021 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1979.23 ms
[2022-03-13 18:43:28 main:574] : INFO : Epoch 2022 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1995.07 ms
[2022-03-13 18:43:30 main:574] : INFO : Epoch 2023 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 2022.82 ms
[2022-03-13 18:43:32 main:574] : INFO : Epoch 2024 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1996.68 ms
[2022-03-13 18:43:34 main:574] : INFO : Epoch 2025 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1970.23 ms
[2022-03-13 18:43:36 main:574] : INFO : Epoch 2026 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 2019.94 ms
[2022-03-13 18:43:38 main:574] : INFO : Epoch 2027 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1977.27 ms
[2022-03-13 18:43:40 main:574] : INFO : Epoch 2028 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 1976.55 ms
[2022-03-13 18:43:42 main:574] : INFO : Epoch 2029 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1967.37 ms
[2022-03-13 18:43:44 main:574] : INFO : Epoch 2030 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 2005.54 ms
[2022-03-13 18:43:46 main:574] : INFO : Epoch 2031 | loss: 0.0312492 | val_loss: 0.031248 | Time: 1980.51 ms
[2022-03-13 18:43:48 main:574] : INFO : Epoch 2032 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 2077.34 ms
[2022-03-13 18:43:50 main:574] : INFO : Epoch 2033 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 2037.02 ms
[2022-03-13 18:43:52 main:574] : INFO : Epoch 2034 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1993.32 ms
[2022-03-13 18:43:54 main:574] : INFO : Epoch 2035 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1958.31 ms
[2022-03-13 18:43:56 main:574] : INFO : Epoch 2036 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1965.39 ms
[2022-03-13 18:43:58 main:574] : INFO : Epoch 2037 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 2047.78 ms
[2022-03-13 18:44:00 main:574] : INFO : Epoch 2038 | loss: 0.0312486 | val_loss: 0.031248 | Time: 2005.74 ms
[2022-03-13 18:44:02 main:574] : INFO : Epoch 2039 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 1989.92 ms
[2022-03-13 18:44:04 main:574] : INFO : Epoch 2040 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2007.27 ms
[2022-03-13 18:44:06 main:574] : INFO : Epoch 2041 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1994.02 ms
[2022-03-13 18:44:08 main:574] : INFO : Epoch 2042 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1944.14 ms
[2022-03-13 18:44:10 main:574] : INFO : Epoch 2043 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1935.35 ms
[2022-03-13 18:44:12 main:574] : INFO : Epoch 2044 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 1918.1 ms
[2022-03-13 18:44:14 main:574] : INFO : Epoch 2045 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 1976.36 ms
[2022-03-13 18:44:16 main:574] : INFO : Epoch 2046 | loss: 0.0312482 | val_loss: 0.031249 | Time: 1907.41 ms
[2022-03-13 18:44:18 main:574] : INFO : Epoch 2047 | loss: 0.0312492 | val_loss: 0.031253 | Time: 1991.37 ms
[2022-03-13 18:44:20 main:574] : INFO : Epoch 2048 | loss: 0.0312497 | val_loss: 0.0312478 | Time: 1987.72 ms
[2022-03-13 18:44:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312478
[2022-03-13 18:44:20 main:603] : INFO : Saving end state to config to file
[2022-03-13 18:44:20 main:608] : INFO : Success, exiting..
18:44:20 (27380): 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)