Task 3747083
| Name | ParityModified-1609265170-11977-5_0 |
| Workunit | 1925659 |
| Created | 21 Jan 2021, 2:45:42 UTC |
| Sent | 21 Jan 2021, 22:16:20 UTC |
| Report deadline | 28 Jan 2021, 22:16:20 UTC |
| Received | 22 Jan 2021, 6:42:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 7 min 26 sec |
| CPU time | 1 hours 4 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,452.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311309 | val_loss: 0.0311468 | Time: 2052.4 ms
[2021-01-21 21:25:48 main:574] : INFO : Epoch 1543 | loss: 0.0311311 | val_loss: 0.0311466 | Time: 2008.42 ms
[2021-01-21 21:25:50 main:574] : INFO : Epoch 1544 | loss: 0.0311311 | val_loss: 0.031148 | Time: 1933.44 ms
[2021-01-21 21:25:52 main:574] : INFO : Epoch 1545 | loss: 0.0311301 | val_loss: 0.0311498 | Time: 1963.11 ms
[2021-01-21 21:25:55 main:574] : INFO : Epoch 1546 | loss: 0.0311304 | val_loss: 0.0311493 | Time: 2111.05 ms
[2021-01-21 21:25:57 main:574] : INFO : Epoch 1547 | loss: 0.031131 | val_loss: 0.0311483 | Time: 2016.16 ms
[2021-01-21 21:25:59 main:574] : INFO : Epoch 1548 | loss: 0.0311323 | val_loss: 0.0311456 | Time: 1955.08 ms
[2021-01-21 21:26:01 main:574] : INFO : Epoch 1549 | loss: 0.0311319 | val_loss: 0.0311447 | Time: 2002.5 ms
[2021-01-21 21:26:03 main:574] : INFO : Epoch 1550 | loss: 0.0311328 | val_loss: 0.0311479 | Time: 1967.44 ms
[2021-01-21 21:26:05 main:574] : INFO : Epoch 1551 | loss: 0.0311335 | val_loss: 0.0311431 | Time: 1957.85 ms
[2021-01-21 21:26:07 main:574] : INFO : Epoch 1552 | loss: 0.031132 | val_loss: 0.0311487 | Time: 2086.7 ms
[2021-01-21 21:26:09 main:574] : INFO : Epoch 1553 | loss: 0.031131 | val_loss: 0.0311471 | Time: 1902.19 ms
[2021-01-21 21:26:10 main:574] : INFO : Epoch 1554 | loss: 0.0311331 | val_loss: 0.0311461 | Time: 1895.87 ms
[2021-01-21 21:26:13 main:574] : INFO : Epoch 1555 | loss: 0.0311317 | val_loss: 0.0311484 | Time: 2115.38 ms
[2021-01-21 21:26:15 main:574] : INFO : Epoch 1556 | loss: 0.0311319 | val_loss: 0.0311455 | Time: 1938.97 ms
[2021-01-21 21:26:17 main:574] : INFO : Epoch 1557 | loss: 0.0311318 | val_loss: 0.0311486 | Time: 1898.26 ms
[2021-01-21 21:26:19 main:574] : INFO : Epoch 1558 | loss: 0.0311327 | val_loss: 0.031144 | Time: 2013.16 ms
[2021-01-21 21:26:21 main:574] : INFO : Epoch 1559 | loss: 0.031135 | val_loss: 0.0311484 | Time: 2057.23 ms
[2021-01-21 21:26:23 main:574] : INFO : Epoch 1560 | loss: 0.031136 | val_loss: 0.0311461 | Time: 1982.36 ms
[2021-01-21 21:26:25 main:574] : INFO : Epoch 1561 | loss: 0.0311345 | val_loss: 0.0311441 | Time: 1940.38 ms
[2021-01-21 21:26:27 main:574] : INFO : Epoch 1562 | loss: 0.031134 | val_loss: 0.0311458 | Time: 2006.98 ms
[2021-01-21 21:26:29 main:574] : INFO : Epoch 1563 | loss: 0.0311327 | val_loss: 0.031145 | Time: 2017.96 ms
[2021-01-21 21:26:31 main:574] : INFO : Epoch 1564 | loss: 0.0311345 | val_loss: 0.0311455 | Time: 2092.17 ms
[2021-01-21 21:26:33 main:574] : INFO : Epoch 1565 | loss: 0.0311361 | val_loss: 0.0311428 | Time: 1981.72 ms
[2021-01-21 21:26:35 main:574] : INFO : Epoch 1566 | loss: 0.0311365 | val_loss: 0.0311455 | Time: 1994.76 ms
[2021-01-21 21:26:37 main:574] : INFO : Epoch 1567 | loss: 0.0311352 | val_loss: 0.031144 | Time: 1879.9 ms
[2021-01-21 21:26:39 main:574] : INFO : Epoch 1568 | loss: 0.0311334 | val_loss: 0.0311412 | Time: 2065.32 ms
[2021-01-21 21:26:41 main:574] : INFO : Epoch 1569 | loss: 0.0311358 | val_loss: 0.0311424 | Time: 1988.59 ms
[2021-01-21 21:26:43 main:574] : INFO : Epoch 1570 | loss: 0.0311342 | val_loss: 0.0311474 | Time: 1929.5 ms
[2021-01-21 21:26:45 main:574] : INFO : Epoch 1571 | loss: 0.0311335 | val_loss: 0.0311448 | Time: 1974.37 ms
[2021-01-21 21:26:47 main:574] : INFO : Epoch 1572 | loss: 0.0311337 | val_loss: 0.0311502 | Time: 1897.89 ms
[2021-01-21 21:26:49 main:574] : INFO : Epoch 1573 | loss: 0.0311328 | val_loss: 0.0311453 | Time: 1934.51 ms
[2021-01-21 21:26:51 main:574] : INFO : Epoch 1574 | loss: 0.0311324 | val_loss: 0.0311424 | Time: 1964.53 ms
[2021-01-21 21:26:53 main:574] : INFO : Epoch 1575 | loss: 0.0311307 | val_loss: 0.0311449 | Time: 1904.56 ms
[2021-01-21 21:26:55 main:574] : INFO : Epoch 1576 | loss: 0.0311333 | val_loss: 0.031149 | Time: 2021.35 ms
[2021-01-21 21:26:57 main:574] : INFO : Epoch 1577 | loss: 0.0311314 | val_loss: 0.0311494 | Time: 2003.1 ms
[2021-01-21 21:26:59 main:574] : INFO : Epoch 1578 | loss: 0.0311297 | val_loss: 0.0311444 | Time: 1995 ms
[2021-01-21 21:27:01 main:574] : INFO : Epoch 1579 | loss: 0.0311295 | val_loss: 0.0311449 | Time: 2034.19 ms
[2021-01-21 21:27:03 main:574] : INFO : Epoch 1580 | loss: 0.031129 | val_loss: 0.0311433 | Time: 2130.58 ms
[2021-01-21 21:27:05 main:574] : INFO : Epoch 1581 | loss: 0.0311284 | val_loss: 0.0311447 | Time: 1918.58 ms
[2021-01-21 21:27:07 main:574] : INFO : Epoch 1582 | loss: 0.0311279 | val_loss: 0.0311456 | Time: 1903.46 ms
[2021-01-21 21:27:09 main:574] : INFO : Epoch 1583 | loss: 0.0311282 | val_loss: 0.0311412 | Time: 2099.18 ms
[2021-01-21 21:27:11 main:574] : INFO : Epoch 1584 | loss: 0.0311292 | val_loss: 0.0311442 | Time: 1900.46 ms
[2021-01-21 21:27:13 main:574] : INFO : Epoch 1585 | loss: 0.031128 | val_loss: 0.031143 | Time: 1940.37 ms
[2021-01-21 21:27:15 main:574] : INFO : Epoch 1586 | loss: 0.0311286 | val_loss: 0.0311437 | Time: 1923.53 ms
[2021-01-21 21:27:17 main:574] : INFO : Epoch 1587 | loss: 0.0311277 | val_loss: 0.0311499 | Time: 1987.87 ms
[2021-01-21 21:27:19 main:574] : INFO : Epoch 1588 | loss: 0.0311266 | val_loss: 0.0311455 | Time: 1909.88 ms
[2021-01-21 21:27:21 main:574] : INFO : Epoch 1589 | loss: 0.0311265 | val_loss: 0.0311476 | Time: 1947.64 ms
[2021-01-21 21:27:23 main:574] : INFO : Epoch 1590 | loss: 0.0311256 | val_loss: 0.0311439 | Time: 1942.77 ms
[2021-01-21 21:27:25 main:574] : INFO : Epoch 1591 | loss: 0.0311261 | val_loss: 0.0311461 | Time: 1916.68 ms
[2021-01-21 21:27:27 main:574] : INFO : Epoch 1592 | loss: 0.0311264 | val_loss: 0.0311444 | Time: 2073.09 ms
[2021-01-21 21:27:29 main:574] : INFO : Epoch 1593 | loss: 0.0311252 | val_loss: 0.0311478 | Time: 2054.6 ms
[2021-01-21 21:27:31 main:574] : INFO : Epoch 1594 | loss: 0.0311262 | val_loss: 0.0311443 | Time: 1952.92 ms
[2021-01-21 21:27:33 main:574] : INFO : Epoch 1595 | loss: 0.0311256 | val_loss: 0.0311445 | Time: 1906.87 ms
[2021-01-21 21:27:35 main:574] : INFO : Epoch 1596 | loss: 0.0311251 | val_loss: 0.0311426 | Time: 1877.31 ms
[2021-01-21 21:27:37 main:574] : INFO : Epoch 1597 | loss: 0.0311251 | val_loss: 0.0311463 | Time: 1944.71 ms
[2021-01-21 21:27:39 main:574] : INFO : Epoch 1598 | loss: 0.0311258 | val_loss: 0.0311448 | Time: 1906.63 ms
[2021-01-21 21:27:41 main:574] : INFO : Epoch 1599 | loss: 0.031125 | val_loss: 0.0311457 | Time: 1923.17 ms
[2021-01-21 21:27:42 main:574] : INFO : Epoch 1600 | loss: 0.0311249 | val_loss: 0.0311472 | Time: 1896.71 ms
[2021-01-21 21:27:44 main:574] : INFO : Epoch 1601 | loss: 0.0311249 | val_loss: 0.0311477 | Time: 1908.23 ms
[2021-01-21 21:27:46 main:574] : INFO : Epoch 1602 | loss: 0.0311264 | val_loss: 0.0311463 | Time: 2021.19 ms
[2021-01-21 21:27:48 main:574] : INFO : Epoch 1603 | loss: 0.0311291 | val_loss: 0.0311473 | Time: 1881.74 ms
[2021-01-21 21:27:50 main:574] : INFO : Epoch 1604 | loss: 0.0311282 | val_loss: 0.0311468 | Time: 1935.43 ms
[2021-01-21 21:27:52 main:574] : INFO : Epoch 1605 | loss: 0.0311292 | val_loss: 0.0311459 | Time: 2114.45 ms
[2021-01-21 21:27:54 main:574] : INFO : Epoch 1606 | loss: 0.0311287 | val_loss: 0.0311456 | Time: 1903.81 ms
[2021-01-21 21:27:56 main:574] : INFO : Epoch 1607 | loss: 0.0311262 | val_loss: 0.0311439 | Time: 1906.8 ms
[2021-01-21 21:27:58 main:574] : INFO : Epoch 1608 | loss: 0.0311257 | val_loss: 0.031143 | Time: 2038.37 ms
[2021-01-21 21:28:00 main:574] : INFO : Epoch 1609 | loss: 0.031126 | val_loss: 0.0311489 | Time: 1944.16 ms
[2021-01-21 21:28:02 main:574] : INFO : Epoch 1610 | loss: 0.0311276 | val_loss: 0.0311441 | Time: 2065.95 ms
[2021-01-21 21:28:04 main:574] : INFO : Epoch 1611 | loss: 0.0311286 | val_loss: 0.0311516 | Time: 1976.45 ms
[2021-01-21 21:28:06 main:574] : INFO : Epoch 1612 | loss: 0.0311305 | val_loss: 0.0311445 | Time: 2023.18 ms
[2021-01-21 21:28:09 main:574] : INFO : Epoch 1613 | loss: 0.0311264 | val_loss: 0.0311513 | Time: 2034.18 ms
[2021-01-21 21:28:11 main:574] : INFO : Epoch 1614 | loss: 0.031126 | val_loss: 0.0311501 | Time: 1988.1 ms
[2021-01-21 21:28:13 main:574] : INFO : Epoch 1615 | loss: 0.0311259 | val_loss: 0.0311453 | Time: 2055.65 ms
[2021-01-21 21:28:15 main:574] : INFO : Epoch 1616 | loss: 0.0311266 | val_loss: 0.0311478 | Time: 1934.24 ms
[2021-01-21 21:28:17 main:574] : INFO : Epoch 1617 | loss: 0.0311287 | val_loss: 0.0311516 | Time: 1900.64 ms
[2021-01-21 21:28:19 main:574] : INFO : Epoch 1618 | loss: 0.0311321 | val_loss: 0.0311481 | Time: 1981.37 ms
[2021-01-21 21:28:21 main:574] : INFO : Epoch 1619 | loss: 0.0311303 | val_loss: 0.0311464 | Time: 1974.46 ms
[2021-01-21 21:28:23 main:574] : INFO : Epoch 1620 | loss: 0.0311299 | val_loss: 0.0311519 | Time: 2037.16 ms
[2021-01-21 21:28:25 main:574] : INFO : Epoch 1621 | loss: 0.0311302 | val_loss: 0.0311477 | Time: 1968.73 ms
[2021-01-21 21:28:27 main:574] : INFO : Epoch 1622 | loss: 0.0311302 | val_loss: 0.031147 | Time: 1985.31 ms
[2021-01-21 21:28:29 main:574] : INFO : Epoch 1623 | loss: 0.0311295 | val_loss: 0.031146 | Time: 1964.77 ms
[2021-01-21 21:28:31 main:574] : INFO : Epoch 1624 | loss: 0.0311295 | val_loss: 0.0311513 | Time: 2053.62 ms
[2021-01-21 21:28:33 main:574] : INFO : Epoch 1625 | loss: 0.0311305 | val_loss: 0.0311445 | Time: 1963.25 ms
[2021-01-21 21:28:35 main:574] : INFO : Epoch 1626 | loss: 0.0311316 | val_loss: 0.0311478 | Time: 1919.41 ms
[2021-01-21 21:28:37 main:574] : INFO : Epoch 1627 | loss: 0.0311317 | val_loss: 0.03115 | Time: 2071.59 ms
[2021-01-21 21:28:39 main:574] : INFO : Epoch 1628 | loss: 0.0311295 | val_loss: 0.0311467 | Time: 2031.95 ms
[2021-01-21 21:28:41 main:574] : INFO : Epoch 1629 | loss: 0.0311305 | val_loss: 0.0311466 | Time: 1919.66 ms
[2021-01-21 21:28:43 main:574] : INFO : Epoch 1630 | loss: 0.0311287 | val_loss: 0.0311507 | Time: 2112.85 ms
[2021-01-21 21:28:45 main:574] : INFO : Epoch 1631 | loss: 0.0311287 | val_loss: 0.0311473 | Time: 1966.97 ms
[2021-01-21 21:28:47 main:574] : INFO : Epoch 1632 | loss: 0.0311279 | val_loss: 0.0311502 | Time: 1958.04 ms
[2021-01-21 21:28:49 main:574] : INFO : Epoch 1633 | loss: 0.0311283 | val_loss: 0.0311454 | Time: 1927.18 ms
[2021-01-21 21:28:51 main:574] : INFO : Epoch 1634 | loss: 0.031127 | val_loss: 0.0311492 | Time: 1908.43 ms
[2021-01-21 21:28:53 main:574] : INFO : Epoch 1635 | loss: 0.031128 | val_loss: 0.0311474 | Time: 1921.15 ms
[2021-01-21 21:28:55 main:574] : INFO : Epoch 1636 | loss: 0.0311271 | val_loss: 0.031148 | Time: 2017.06 ms
[2021-01-21 21:28:57 main:574] : INFO : Epoch 1637 | loss: 0.0311275 | val_loss: 0.0311499 | Time: 1975.49 ms
[2021-01-21 21:28:59 main:574] : INFO : Epoch 1638 | loss: 0.0311289 | val_loss: 0.031148 | Time: 1968.14 ms
[2021-01-21 21:29:01 main:574] : INFO : Epoch 1639 | loss: 0.0311279 | val_loss: 0.0311489 | Time: 1990.41 ms
[2021-01-21 21:29:03 main:574] : INFO : Epoch 1640 | loss: 0.0311286 | val_loss: 0.0311499 | Time: 2111.67 ms
[2021-01-21 21:29:05 main:574] : INFO : Epoch 1641 | loss: 0.0311309 | val_loss: 0.031145 | Time: 1990.32 ms
[2021-01-21 21:29:07 main:574] : INFO : Epoch 1642 | loss: 0.0311311 | val_loss: 0.0311462 | Time: 1920.87 ms
[2021-01-21 21:29:09 main:574] : INFO : Epoch 1643 | loss: 0.0311309 | val_loss: 0.0311433 | Time: 2133.33 ms
[2021-01-21 21:29:11 main:574] : INFO : Epoch 1644 | loss: 0.0311297 | val_loss: 0.0311535 | Time: 1883.5 ms
[2021-01-21 21:29:13 main:574] : INFO : Epoch 1645 | loss: 0.0311302 | val_loss: 0.0311445 | Time: 1958.23 ms
[2021-01-21 21:29:15 main:574] : INFO : Epoch 1646 | loss: 0.0311283 | val_loss: 0.0311449 | Time: 1970.06 ms
[2021-01-21 21:29:17 main:574] : INFO : Epoch 1647 | loss: 0.031129 | val_loss: 0.0311459 | Time: 2005.16 ms
[2021-01-21 21:29:19 main:574] : INFO : Epoch 1648 | loss: 0.031132 | val_loss: 0.0311457 | Time: 1926.01 ms
[2021-01-21 21:29:21 main:574] : INFO : Epoch 1649 | loss: 0.0311342 | val_loss: 0.0311493 | Time: 2073.41 ms
[2021-01-21 21:29:23 main:574] : INFO : Epoch 1650 | loss: 0.0311341 | val_loss: 0.0311453 | Time: 2012.56 ms
[2021-01-21 21:29:25 main:574] : INFO : Epoch 1651 | loss: 0.0311363 | val_loss: 0.0311425 | Time: 1898.85 ms
[2021-01-21 21:29:27 main:574] : INFO : Epoch 1652 | loss: 0.0311302 | val_loss: 0.031141 | Time: 2072.33 ms
[2021-01-21 21:29:29 main:574] : INFO : Epoch 1653 | loss: 0.0311314 | val_loss: 0.0311405 | Time: 1914.8 ms
[2021-01-21 21:29:31 main:574] : INFO : Epoch 1654 | loss: 0.0311336 | val_loss: 0.0311451 | Time: 1943.87 ms
[2021-01-21 21:29:33 main:574] : INFO : Epoch 1655 | loss: 0.0311376 | val_loss: 0.0311461 | Time: 2033.42 ms
[2021-01-21 21:29:35 main:574] : INFO : Epoch 1656 | loss: 0.0311409 | val_loss: 0.0311456 | Time: 1987.3 ms
[2021-01-21 21:29:37 main:574] : INFO : Epoch 1657 | loss: 0.0311379 | val_loss: 0.0311462 | Time: 2057.72 ms
[2021-01-21 21:29:39 main:574] : INFO : Epoch 1658 | loss: 0.0311363 | val_loss: 0.0311423 | Time: 2015.13 ms
[2021-01-21 21:29:41 main:574] : INFO : Epoch 1659 | loss: 0.0311327 | val_loss: 0.031145 | Time: 2054.43 ms
[2021-01-21 21:29:43 main:574] : INFO : Epoch 1660 | loss: 0.031134 | val_loss: 0.031142 | Time: 1875.6 ms
[2021-01-21 21:29:45 main:574] : INFO : Epoch 1661 | loss: 0.0311315 | val_loss: 0.0311435 | Time: 2108.3 ms
[2021-01-21 21:29:47 main:574] : INFO : Epoch 1662 | loss: 0.0311315 | val_loss: 0.0311463 | Time: 1932.33 ms
[2021-01-21 21:29:49 main:574] : INFO : Epoch 1663 | loss: 0.0311313 | val_loss: 0.0311454 | Time: 1888.14 ms
[2021-01-21 21:29:51 main:574] : INFO : Epoch 1664 | loss: 0.0311295 | val_loss: 0.0311412 | Time: 2096.4 ms
[2021-01-21 21:29:53 main:574] : INFO : Epoch 1665 | loss: 0.0311287 | val_loss: 0.0311449 | Time: 2013.15 ms
[2021-01-21 21:29:55 main:574] : INFO : Epoch 1666 | loss: 0.0311277 | val_loss: 0.0311418 | Time: 1908.41 ms
[2021-01-21 21:29:57 main:574] : INFO : Epoch 1667 | loss: 0.0311277 | val_loss: 0.0311414 | Time: 1903.73 ms
[2021-01-21 21:29:59 main:574] : INFO : Epoch 1668 | loss: 0.031131 | val_loss: 0.0311418 | Time: 1990.34 ms
[2021-01-21 21:30:01 main:574] : INFO : Epoch 1669 | loss: 0.0311299 | val_loss: 0.031144 | Time: 2134.71 ms
[2021-01-21 21:30:04 main:574] : INFO : Epoch 1670 | loss: 0.0311311 | val_loss: 0.031143 | Time: 2066.24 ms
[2021-01-21 21:30:05 main:574] : INFO : Epoch 1671 | loss: 0.0311298 | val_loss: 0.0311423 | Time: 1889.69 ms
[2021-01-21 21:30:08 main:574] : INFO : Epoch 1672 | loss: 0.0311278 | val_loss: 0.0311426 | Time: 2050.61 ms
[2021-01-21 21:30:10 main:574] : INFO : Epoch 1673 | loss: 0.0311284 | val_loss: 0.0311475 | Time: 2080.5 ms
[2021-01-21 21:30:12 main:574] : INFO : Epoch 1674 | loss: 0.0311299 | val_loss: 0.0311453 | Time: 1933.12 ms
[2021-01-21 21:30:14 main:574] : INFO : Epoch 1675 | loss: 0.0311276 | val_loss: 0.0311474 | Time: 1899.06 ms
[2021-01-21 21:30:15 main:574] : INFO : Epoch 1676 | loss: 0.0311289 | val_loss: 0.031148 | Time: 1909.3 ms
[2021-01-21 21:30:17 main:574] : INFO : Epoch 1677 | loss: 0.0311303 | val_loss: 0.0311431 | Time: 1914.39 ms
[2021-01-21 21:30:19 main:574] : INFO : Epoch 1678 | loss: 0.0311297 | val_loss: 0.0311421 | Time: 2041.57 ms
[2021-01-21 21:30:22 main:574] : INFO : Epoch 1679 | loss: 0.0311295 | val_loss: 0.031145 | Time: 2009.17 ms
[2021-01-21 21:30:24 main:574] : INFO : Epoch 1680 | loss: 0.0311291 | val_loss: 0.0311451 | Time: 1980.93 ms
[2021-01-21 21:30:26 main:574] : INFO : Epoch 1681 | loss: 0.031128 | val_loss: 0.0311439 | Time: 1935.71 ms
[2021-01-21 21:30:27 main:574] : INFO : Epoch 1682 | loss: 0.0311275 | val_loss: 0.0311437 | Time: 1903.5 ms
[2021-01-21 21:30:29 main:574] : INFO : Epoch 1683 | loss: 0.0311263 | val_loss: 0.0311438 | Time: 1897.16 ms
[2021-01-21 21:30:31 main:574] : INFO : Epoch 1684 | loss: 0.0311272 | val_loss: 0.031142 | Time: 2027.64 ms
[2021-01-21 21:30:33 main:574] : INFO : Epoch 1685 | loss: 0.0311278 | val_loss: 0.0311442 | Time: 1943.56 ms
[2021-01-21 21:30:35 main:574] : INFO : Epoch 1686 | loss: 0.0311269 | val_loss: 0.0311423 | Time: 1940.59 ms
[2021-01-21 21:30:37 main:574] : INFO : Epoch 1687 | loss: 0.0311265 | val_loss: 0.0311456 | Time: 1928.28 ms
[2021-01-21 21:30:39 main:574] : INFO : Epoch 1688 | loss: 0.0311267 | val_loss: 0.0311442 | Time: 1918.95 ms
[2021-01-21 21:30:41 main:574] : INFO : Epoch 1689 | loss: 0.0311273 | val_loss: 0.0311473 | Time: 1985.78 ms
[2021-01-21 21:30:43 main:574] : INFO : Epoch 1690 | loss: 0.0311276 | val_loss: 0.0311477 | Time: 1898.84 ms
[2021-01-21 21:30:45 main:574] : INFO : Epoch 1691 | loss: 0.0311303 | val_loss: 0.0311486 | Time: 1989.32 ms
[2021-01-21 21:30:47 main:574] : INFO : Epoch 1692 | loss: 0.0311366 | val_loss: 0.0311467 | Time: 1928 ms
[2021-01-21 21:30:49 main:574] : INFO : Epoch 1693 | loss: 0.0311338 | val_loss: 0.0311441 | Time: 2009.31 ms
[2021-01-21 21:30:51 main:574] : INFO : Epoch 1694 | loss: 0.0311337 | val_loss: 0.0311495 | Time: 2003.31 ms
[2021-01-21 21:30:53 main:574] : INFO : Epoch 1695 | loss: 0.0311346 | val_loss: 0.0311451 | Time: 2052.01 ms
[2021-01-21 21:30:55 main:574] : INFO : Epoch 1696 | loss: 0.0311317 | val_loss: 0.0311471 | Time: 1985.35 ms
[2021-01-21 21:30:57 main:574] : INFO : Epoch 1697 | loss: 0.0311299 | val_loss: 0.0311461 | Time: 2027.62 ms
[2021-01-21 21:30:59 main:574] : INFO : Epoch 1698 | loss: 0.0311305 | val_loss: 0.0311465 | Time: 1880.35 ms
[2021-01-21 21:31:01 main:574] : INFO : Epoch 1699 | loss: 0.03113 | val_loss: 0.0311454 | Time: 1975.06 ms
[2021-01-21 21:31:03 main:574] : INFO : Epoch 1700 | loss: 0.0311324 | val_loss: 0.0311507 | Time: 1899.82 ms
[2021-01-21 21:31:05 main:574] : INFO : Epoch 1701 | loss: 0.0311342 | val_loss: 0.0311489 | Time: 1898.66 ms
[2021-01-21 21:31:07 main:574] : INFO : Epoch 1702 | loss: 0.0311438 | val_loss: 0.0311462 | Time: 1943.02 ms
[2021-01-21 21:31:09 main:574] : INFO : Epoch 1703 | loss: 0.0311382 | val_loss: 0.0311514 | Time: 1918 ms
[2021-01-21 21:31:11 main:574] : INFO : Epoch 1704 | loss: 0.0311347 | val_loss: 0.0311462 | Time: 1968.39 ms
[2021-01-21 21:31:13 main:574] : INFO : Epoch 1705 | loss: 0.0311328 | val_loss: 0.0311472 | Time: 1965.34 ms
[2021-01-21 21:31:15 main:574] : INFO : Epoch 1706 | loss: 0.0311316 | val_loss: 0.0311454 | Time: 2031.15 ms
[2021-01-21 21:31:17 main:574] : INFO : Epoch 1707 | loss: 0.0311306 | val_loss: 0.031147 | Time: 1922.12 ms
[2021-01-21 21:31:19 main:574] : INFO : Epoch 1708 | loss: 0.0311303 | val_loss: 0.031144 | Time: 1942.79 ms
[2021-01-21 21:31:21 main:574] : INFO : Epoch 1709 | loss: 0.0311313 | val_loss: 0.0311518 | Time: 1913.2 ms
[2021-01-21 21:31:22 main:574] : INFO : Epoch 1710 | loss: 0.0311323 | val_loss: 0.0311501 | Time: 1945.53 ms
[2021-01-21 21:31:24 main:574] : INFO : Epoch 1711 | loss: 0.0311319 | val_loss: 0.031147 | Time: 1955.13 ms
[2021-01-21 21:31:26 main:574] : INFO : Epoch 1712 | loss: 0.03113 | val_loss: 0.0311486 | Time: 1910.73 ms
[2021-01-21 21:31:28 main:574] : INFO : Epoch 1713 | loss: 0.0311293 | val_loss: 0.0311448 | Time: 1942.46 ms
[2021-01-21 21:31:30 main:574] : INFO : Epoch 1714 | loss: 0.0311288 | val_loss: 0.0311467 | Time: 2005.09 ms
[2021-01-21 21:31:32 main:574] : INFO : Epoch 1715 | loss: 0.0311286 | val_loss: 0.0311455 | Time: 1911.83 ms
[2021-01-21 21:31:34 main:574] : INFO : Epoch 1716 | loss: 0.0311291 | val_loss: 0.0311437 | Time: 1901.97 ms
[2021-01-21 21:31:36 main:574] : INFO : Epoch 1717 | loss: 0.0311272 | val_loss: 0.0311453 | Time: 2032.54 ms
[2021-01-21 21:31:38 main:574] : INFO : Epoch 1718 | loss: 0.0311292 | val_loss: 0.0311469 | Time: 1896.94 ms
[2021-01-21 21:31:40 main:574] : INFO : Epoch 1719 | loss: 0.0311297 | val_loss: 0.0311505 | Time: 1919.53 ms
[2021-01-21 21:31:42 main:574] : INFO : Epoch 1720 | loss: 0.0311323 | val_loss: 0.0311482 | Time: 1926.21 ms
[2021-01-21 21:31:44 main:574] : INFO : Epoch 1721 | loss: 0.0311305 | val_loss: 0.0311452 | Time: 1926.4 ms
[2021-01-21 21:31:46 main:574] : INFO : Epoch 1722 | loss: 0.0311313 | val_loss: 0.0311449 | Time: 1904.07 ms
[2021-01-21 21:31:48 main:574] : INFO : Epoch 1723 | loss: 0.0311329 | val_loss: 0.0311452 | Time: 2003.93 ms
[2021-01-21 21:31:50 main:574] : INFO : Epoch 1724 | loss: 0.0311379 | val_loss: 0.0311448 | Time: 2074.01 ms
[2021-01-21 21:31:52 main:574] : INFO : Epoch 1725 | loss: 0.0311379 | val_loss: 0.0311413 | Time: 1895.02 ms
[2021-01-21 21:31:54 main:574] : INFO : Epoch 1726 | loss: 0.0311307 | val_loss: 0.0311413 | Time: 1922.41 ms
[2021-01-21 21:31:56 main:574] : INFO : Epoch 1727 | loss: 0.0311288 | val_loss: 0.0311446 | Time: 1987.33 ms
[2021-01-21 21:31:58 main:574] : INFO : Epoch 1728 | loss: 0.0311296 | val_loss: 0.0311423 | Time: 1928.09 ms
[2021-01-21 21:32:00 main:574] : INFO : Epoch 1729 | loss: 0.0311277 | val_loss: 0.031141 | Time: 1976.81 ms
[2021-01-21 21:32:02 main:574] : INFO : Epoch 1730 | loss: 0.0311279 | val_loss: 0.0311434 | Time: 2019.44 ms
[2021-01-21 21:32:04 main:574] : INFO : Epoch 1731 | loss: 0.0311281 | val_loss: 0.0311444 | Time: 1912.6 ms
[2021-01-21 21:32:06 main:574] : INFO : Epoch 1732 | loss: 0.0311304 | val_loss: 0.0311478 | Time: 1957.82 ms
[2021-01-21 21:32:08 main:574] : INFO : Epoch 1733 | loss: 0.0311326 | val_loss: 0.0311434 | Time: 1954.46 ms
[2021-01-21 21:32:10 main:574] : INFO : Epoch 1734 | loss: 0.0311286 | val_loss: 0.0311453 | Time: 1928.34 ms
[2021-01-21 21:32:12 main:574] : INFO : Epoch 1735 | loss: 0.0311272 | val_loss: 0.0311432 | Time: 2025.12 ms
[2021-01-21 21:32:14 main:574] : INFO : Epoch 1736 | loss: 0.0311271 | val_loss: 0.0311424 | Time: 1941.02 ms
[2021-01-21 21:32:16 main:574] : INFO : Epoch 1737 | loss: 0.0311274 | val_loss: 0.0311412 | Time: 1972.67 ms
[2021-01-21 21:32:18 main:574] : INFO : Epoch 1738 | loss: 0.0311257 | val_loss: 0.0311403 | Time: 1934.96 ms
[2021-01-21 21:32:19 main:574] : INFO : Epoch 1739 | loss: 0.0311301 | val_loss: 0.0311422 | Time: 1903.9 ms
[2021-01-21 21:32:21 main:574] : INFO : Epoch 1740 | loss: 0.0311296 | val_loss: 0.0311423 | Time: 1897.45 ms
[2021-01-21 21:32:23 main:574] : INFO : Epoch 1741 | loss: 0.0311301 | val_loss: 0.0311426 | Time: 1902.52 ms
[2021-01-21 21:32:25 main:574] : INFO : Epoch 1742 | loss: 0.0311289 | val_loss: 0.0311408 | Time: 1927.94 ms
[2021-01-21 21:32:27 main:574] : INFO : Epoch 1743 | loss: 0.0311288 | val_loss: 0.0311404 | Time: 1933.79 ms
[2021-01-21 21:32:29 main:574] : INFO : Epoch 1744 | loss: 0.031129 | val_loss: 0.0311397 | Time: 2047.15 ms
[2021-01-21 21:32:31 main:574] : INFO : Epoch 1745 | loss: 0.031127 | val_loss: 0.031145 | Time: 1902.95 ms
[2021-01-21 21:32:33 main:574] : INFO : Epoch 1746 | loss: 0.0311289 | val_loss: 0.0311432 | Time: 1912.08 ms
[2021-01-21 21:32:35 main:574] : INFO : Epoch 1747 | loss: 0.0311312 | val_loss: 0.0311441 | Time: 1938.62 ms
[2021-01-21 21:32:37 main:574] : INFO : Epoch 1748 | loss: 0.0311325 | val_loss: 0.0311419 | Time: 1903.98 ms
[2021-01-21 21:32:39 main:574] : INFO : Epoch 1749 | loss: 0.0311302 | val_loss: 0.0311451 | Time: 1956.58 ms
[2021-01-21 21:32:41 main:574] : INFO : Epoch 1750 | loss: 0.0311324 | val_loss: 0.0311452 | Time: 1937.21 ms
[2021-01-21 21:32:43 main:574] : INFO : Epoch 1751 | loss: 0.0311315 | val_loss: 0.0311445 | Time: 2013.89 ms
[2021-01-21 21:32:45 main:574] : INFO : Epoch 1752 | loss: 0.0311325 | val_loss: 0.031144 | Time: 1944.98 ms
[2021-01-21 21:32:47 main:574] : INFO : Epoch 1753 | loss: 0.0311317 | val_loss: 0.0311453 | Time: 1981.01 ms
[2021-01-21 21:32:49 main:574] : INFO : Epoch 1754 | loss: 0.0311331 | val_loss: 0.0311427 | Time: 2117.12 ms
[2021-01-21 21:32:51 main:574] : INFO : Epoch 1755 | loss: 0.0311328 | val_loss: 0.0311375 | Time: 2058.53 ms
[2021-01-21 21:32:53 main:574] : INFO : Epoch 1756 | loss: 0.031131 | val_loss: 0.0311413 | Time: 1899.33 ms
[2021-01-21 21:32:55 main:574] : INFO : Epoch 1757 | loss: 0.0311328 | val_loss: 0.0311406 | Time: 1941.46 ms
[2021-01-21 21:32:57 main:574] : INFO : Epoch 1758 | loss: 0.0311331 | val_loss: 0.0311408 | Time: 1956.01 ms
[2021-01-21 21:32:59 main:574] : INFO : Epoch 1759 | loss: 0.0311312 | val_loss: 0.0311388 | Time: 1968.12 ms
[2021-01-21 21:33:01 main:574] : INFO : Epoch 1760 | loss: 0.0311332 | val_loss: 0.0311409 | Time: 2045.31 ms
[2021-01-21 21:33:03 main:574] : INFO : Epoch 1761 | loss: 0.0311329 | val_loss: 0.031141 | Time: 1956.4 ms
[2021-01-21 21:33:05 main:574] : INFO : Epoch 1762 | loss: 0.0311362 | val_loss: 0.0311471 | Time: 2113.31 ms
[2021-01-21 21:33:07 main:574] : INFO : Epoch 1763 | loss: 0.0311316 | val_loss: 0.0311421 | Time: 1962.86 ms
[2021-01-21 21:33:09 main:574] : INFO : Epoch 1764 | loss: 0.0311323 | val_loss: 0.0311412 | Time: 1965.6 ms
[2021-01-21 21:33:11 main:574] : INFO : Epoch 1765 | loss: 0.0311324 | val_loss: 0.0311409 | Time: 1911.85 ms
[2021-01-21 21:33:13 main:574] : INFO : Epoch 1766 | loss: 0.0311323 | val_loss: 0.0311418 | Time: 2086.47 ms
[2021-01-21 21:33:15 main:574] : INFO : Epoch 1767 | loss: 0.0311318 | val_loss: 0.0311412 | Time: 2025.34 ms
[2021-01-21 21:33:17 main:574] : INFO : Epoch 1768 | loss: 0.0311313 | val_loss: 0.0311427 | Time: 1974.01 ms
[2021-01-21 21:33:19 main:574] : INFO : Epoch 1769 | loss: 0.0311314 | val_loss: 0.0311408 | Time: 1943.51 ms
[2021-01-21 21:33:21 main:574] : INFO : Epoch 1770 | loss: 0.0311296 | val_loss: 0.0311477 | Time: 1990.41 ms
[2021-01-21 21:33:23 main:574] : INFO : Epoch 1771 | loss: 0.031129 | val_loss: 0.0311412 | Time: 1918.09 ms
[2021-01-21 21:33:25 main:574] : INFO : Epoch 1772 | loss: 0.0311301 | val_loss: 0.0311437 | Time: 1884.76 ms
[2021-01-21 21:33:27 main:574] : INFO : Epoch 1773 | loss: 0.0311284 | val_loss: 0.031143 | Time: 1909.7 ms
[2021-01-21 21:33:29 main:574] : INFO : Epoch 1774 | loss: 0.0311275 | val_loss: 0.0311413 | Time: 1929.35 ms
[2021-01-21 21:33:31 main:574] : INFO : Epoch 1775 | loss: 0.0311295 | val_loss: 0.0311427 | Time: 1949.1 ms
[2021-01-21 21:33:33 main:574] : INFO : Epoch 1776 | loss: 0.0311281 | val_loss: 0.0311428 | Time: 1925.35 ms
[2021-01-21 21:33:34 main:574] : INFO : Epoch 1777 | loss: 0.0311294 | val_loss: 0.0311431 | Time: 1900.66 ms
[2021-01-21 21:33:36 main:574] : INFO : Epoch 1778 | loss: 0.0311275 | val_loss: 0.0311424 | Time: 1906.07 ms
[2021-01-21 21:33:38 main:574] : INFO : Epoch 1779 | loss: 0.0311284 | val_loss: 0.0311436 | Time: 1955.1 ms
[2021-01-21 21:33:40 main:574] : INFO : Epoch 1780 | loss: 0.0311292 | val_loss: 0.0311423 | Time: 1930.57 ms
[2021-01-21 21:33:42 main:574] : INFO : Epoch 1781 | loss: 0.0311266 | val_loss: 0.0311408 | Time: 1934.08 ms
[2021-01-21 21:33:44 main:574] : INFO : Epoch 1782 | loss: 0.0311284 | val_loss: 0.0311448 | Time: 1900.17 ms
[2021-01-21 21:33:46 main:574] : INFO : Epoch 1783 | loss: 0.0311279 | val_loss: 0.0311479 | Time: 1974.24 ms
[2021-01-21 21:33:48 main:574] : INFO : Epoch 1784 | loss: 0.0311287 | val_loss: 0.0311516 | Time: 1882.39 ms
[2021-01-21 21:33:50 main:574] : INFO : Epoch 1785 | loss: 0.0311317 | val_loss: 0.0311463 | Time: 1992.35 ms
[2021-01-21 21:33:52 main:574] : INFO : Epoch 1786 | loss: 0.0311314 | val_loss: 0.0311492 | Time: 1887.95 ms
[2021-01-21 21:33:54 main:574] : INFO : Epoch 1787 | loss: 0.0311326 | val_loss: 0.0311459 | Time: 1905.64 ms
[2021-01-21 21:33:56 main:574] : INFO : Epoch 1788 | loss: 0.0311334 | val_loss: 0.0311498 | Time: 1947.32 ms
[2021-01-21 21:33:58 main:574] : INFO : Epoch 1789 | loss: 0.0311326 | val_loss: 0.0311485 | Time: 1909.01 ms
[2021-01-21 21:34:00 main:574] : INFO : Epoch 1790 | loss: 0.031135 | val_loss: 0.0311518 | Time: 1951.01 ms
[2021-01-21 21:34:02 main:574] : INFO : Epoch 1791 | loss: 0.031135 | val_loss: 0.03115 | Time: 1942.53 ms
[2021-01-21 21:34:04 main:574] : INFO : Epoch 1792 | loss: 0.0311337 | val_loss: 0.031151 | Time: 1990.37 ms
[2021-01-21 21:34:06 main:574] : INFO : Epoch 1793 | loss: 0.0311326 | val_loss: 0.0311512 | Time: 1923.73 ms
[2021-01-21 21:34:08 main:574] : INFO : Epoch 1794 | loss: 0.0311347 | val_loss: 0.0311508 | Time: 1950.32 ms
[2021-01-21 21:34:10 main:574] : INFO : Epoch 1795 | loss: 0.0311368 | val_loss: 0.0311552 | Time: 1916.68 ms
[2021-01-21 21:34:11 main:574] : INFO : Epoch 1796 | loss: 0.0311351 | val_loss: 0.0311523 | Time: 1941.79 ms
[2021-01-21 21:34:13 main:574] : INFO : Epoch 1797 | loss: 0.0311334 | val_loss: 0.0311491 | Time: 1909.93 ms
[2021-01-21 21:34:15 main:574] : INFO : Epoch 1798 | loss: 0.031132 | val_loss: 0.0311504 | Time: 2057.92 ms
[2021-01-21 21:34:17 main:574] : INFO : Epoch 1799 | loss: 0.0311323 | val_loss: 0.0311484 | Time: 1927.27 ms
[2021-01-21 21:34:20 main:574] : INFO : Epoch 1800 | loss: 0.0311326 | val_loss: 0.0311496 | Time: 2108.93 ms
[2021-01-21 21:34:21 main:574] : INFO : Epoch 1801 | loss: 0.031136 | val_loss: 0.0311534 | Time: 1902.77 ms
[2021-01-21 21:34:23 main:574] : INFO : Epoch 1802 | loss: 0.0311377 | val_loss: 0.0311497 | Time: 1910.31 ms
[2021-01-21 21:34:25 main:574] : INFO : Epoch 1803 | loss: 0.0311336 | val_loss: 0.0311496 | Time: 1893.59 ms
[2021-01-21 21:34:27 main:574] : INFO : Epoch 1804 | loss: 0.0311336 | val_loss: 0.031149 | Time: 1911.86 ms
[2021-01-21 21:34:29 main:574] : INFO : Epoch 1805 | loss: 0.0311333 | val_loss: 0.0311507 | Time: 1893.55 ms
[2021-01-21 21:34:31 main:574] : INFO : Epoch 1806 | loss: 0.0311337 | val_loss: 0.031154 | Time: 2031.72 ms
[2021-01-21 21:34:33 main:574] : INFO : Epoch 1807 | loss: 0.0311389 | val_loss: 0.0311525 | Time: 2003.39 ms
[2021-01-21 21:34:35 main:574] : INFO : Epoch 1808 | loss: 0.0311413 | val_loss: 0.0311524 | Time: 1933.59 ms
[2021-01-21 21:34:37 main:574] : INFO : Epoch 1809 | loss: 0.0311406 | val_loss: 0.0311517 | Time: 1921.85 ms
[2021-01-21 21:34:39 main:574] : INFO : Epoch 1810 | loss: 0.0311401 | val_loss: 0.0311541 | Time: 1918.51 ms
[2021-01-21 21:34:41 main:574] : INFO : Epoch 1811 | loss: 0.0311394 | val_loss: 0.0311509 | Time: 1941.45 ms
[2021-01-21 21:34:43 main:574] : INFO : Epoch 1812 | loss: 0.0311405 | val_loss: 0.031157 | Time: 1903.94 ms
[2021-01-21 21:34:45 main:574] : INFO : Epoch 1813 | loss: 0.0311416 | val_loss: 0.0311518 | Time: 1914.29 ms
[2021-01-21 21:34:47 main:574] : INFO : Epoch 1814 | loss: 0.0311383 | val_loss: 0.0311538 | Time: 1891.3 ms
[2021-01-21 21:34:49 main:574] : INFO : Epoch 1815 | loss: 0.0311409 | val_loss: 0.031156 | Time: 1986.69 ms
[2021-01-21 21:34:51 main:574] : INFO : Epoch 1816 | loss: 0.0311432 | val_loss: 0.0311529 | Time: 2088.45 ms
[2021-01-21 21:34:53 main:574] : INFO : Epoch 1817 | loss: 0.031139 | val_loss: 0.0311538 | Time: 2008.95 ms
[2021-01-21 21:34:55 main:574] : INFO : Epoch 1818 | loss: 0.0311393 | val_loss: 0.0311532 | Time: 2009.76 ms
[2021-01-21 21:34:57 main:574] : INFO : Epoch 1819 | loss: 0.0311364 | val_loss: 0.0311537 | Time: 2039.7 ms
[2021-01-21 21:34:59 main:574] : INFO : Epoch 1820 | loss: 0.0311356 | val_loss: 0.0311513 | Time: 1924.34 ms
[2021-01-21 21:35:01 main:574] : INFO : Epoch 1821 | loss: 0.031138 | val_loss: 0.0311515 | Time: 1956.04 ms
[2021-01-21 21:35:03 main:574] : INFO : Epoch 1822 | loss: 0.0311371 | val_loss: 0.031152 | Time: 1916.57 ms
[2021-01-21 21:35:05 main:574] : INFO : Epoch 1823 | loss: 0.0311371 | val_loss: 0.0311528 | Time: 1966.95 ms
[2021-01-21 21:35:07 main:574] : INFO : Epoch 1824 | loss: 0.0311364 | val_loss: 0.0311488 | Time: 2167.73 ms
[2021-01-21 21:35:09 main:574] : INFO : Epoch 1825 | loss: 0.0311358 | val_loss: 0.0311512 | Time: 1920.26 ms
[2021-01-21 21:35:11 main:574] : INFO : Epoch 1826 | loss: 0.031138 | val_loss: 0.0311554 | Time: 1968.65 ms
[2021-01-21 21:35:13 main:574] : INFO : Epoch 1827 | loss: 0.0311386 | val_loss: 0.0311527 | Time: 1959.45 ms
[2021-01-21 21:35:15 main:574] : INFO : Epoch 1828 | loss: 0.0311366 | val_loss: 0.0311554 | Time: 1925.98 ms
[2021-01-21 21:35:17 main:574] : INFO : Epoch 1829 | loss: 0.0311349 | val_loss: 0.0311517 | Time: 2039.29 ms
[2021-01-21 21:35:19 main:574] : INFO : Epoch 1830 | loss: 0.0311338 | val_loss: 0.0311541 | Time: 1957.17 ms
[2021-01-21 21:35:21 main:574] : INFO : Epoch 1831 | loss: 0.031134 | val_loss: 0.031154 | Time: 2072.17 ms
[2021-01-21 21:35:23 main:574] : INFO : Epoch 1832 | loss: 0.0311331 | val_loss: 0.0311551 | Time: 1897.54 ms
[2021-01-21 21:35:25 main:574] : INFO : Epoch 1833 | loss: 0.0311343 | val_loss: 0.0311522 | Time: 1905.66 ms
[2021-01-21 21:35:27 main:574] : INFO : Epoch 1834 | loss: 0.0311328 | val_loss: 0.031152 | Time: 1901.52 ms
[2021-01-21 21:35:28 main:574] : INFO : Epoch 1835 | loss: 0.0311337 | val_loss: 0.0311508 | Time: 1897.69 ms
[2021-01-21 21:35:30 main:574] : INFO : Epoch 1836 | loss: 0.0311326 | val_loss: 0.0311514 | Time: 1888.24 ms
[2021-01-21 21:35:32 main:574] : INFO : Epoch 1837 | loss: 0.0311354 | val_loss: 0.0311537 | Time: 1891.92 ms
[2021-01-21 21:35:34 main:574] : INFO : Epoch 1838 | loss: 0.0311345 | val_loss: 0.0311512 | Time: 1896.06 ms
[2021-01-21 21:35:36 main:574] : INFO : Epoch 1839 | loss: 0.0311347 | val_loss: 0.0311506 | Time: 1932.83 ms
[2021-01-21 21:35:38 main:574] : INFO : Epoch 1840 | loss: 0.0311345 | val_loss: 0.0311507 | Time: 2086.71 ms
[2021-01-21 21:35:40 main:574] : INFO : Epoch 1841 | loss: 0.031134 | val_loss: 0.0311488 | Time: 2077.39 ms
[2021-01-21 21:35:42 main:574] : INFO : Epoch 1842 | loss: 0.0311324 | val_loss: 0.0311492 | Time: 1962.9 ms
[2021-01-21 21:35:44 main:574] : INFO : Epoch 1843 | loss: 0.0311324 | val_loss: 0.0311497 | Time: 1938.71 ms
[2021-01-21 21:35:46 main:574] : INFO : Epoch 1844 | loss: 0.0311315 | val_loss: 0.0311534 | Time: 1907.65 ms
[2021-01-21 21:35:48 main:574] : INFO : Epoch 1845 | loss: 0.0311312 | val_loss: 0.0311506 | Time: 1950.82 ms
[2021-01-21 21:35:50 main:574] : INFO : Epoch 1846 | loss: 0.0311303 | val_loss: 0.0311513 | Time: 1975.17 ms
[2021-01-21 21:35:52 main:574] : INFO : Epoch 1847 | loss: 0.0311301 | val_loss: 0.0311505 | Time: 2028.78 ms
[2021-01-21 21:35:54 main:574] : INFO : Epoch 1848 | loss: 0.0311314 | val_loss: 0.0311531 | Time: 1944.91 ms
[2021-01-21 21:35:56 main:574] : INFO : Epoch 1849 | loss: 0.031132 | val_loss: 0.0311502 | Time: 1900.09 ms
[2021-01-21 21:35:58 main:574] : INFO : Epoch 1850 | loss: 0.03113 | val_loss: 0.0311498 | Time: 2046.43 ms
[2021-01-21 21:36:00 main:574] : INFO : Epoch 1851 | loss: 0.0311314 | val_loss: 0.0311498 | Time: 1895.74 ms
[2021-01-21 21:36:02 main:574] : INFO : Epoch 1852 | loss: 0.0311308 | val_loss: 0.0311507 | Time: 1889 ms
[2021-01-21 21:36:04 main:574] : INFO : Epoch 1853 | loss: 0.0311309 | val_loss: 0.031147 | Time: 2104.91 ms
[2021-01-21 21:36:06 main:574] : INFO : Epoch 1854 | loss: 0.0311298 | val_loss: 0.0311511 | Time: 2028.65 ms
[2021-01-21 21:36:08 main:574] : INFO : Epoch 1855 | loss: 0.0311308 | val_loss: 0.0311538 | Time: 1992.63 ms
[2021-01-21 21:36:10 main:574] : INFO : Epoch 1856 | loss: 0.0311305 | val_loss: 0.031153 | Time: 2037.09 ms
[2021-01-21 21:36:12 main:574] : INFO : Epoch 1857 | loss: 0.0311307 | val_loss: 0.0311511 | Time: 1926.05 ms
[2021-01-21 21:36:14 main:574] : INFO : Epoch 1858 | loss: 0.0311316 | val_loss: 0.031151 | Time: 1986.35 ms
[2021-01-21 21:36:16 main:574] : INFO : Epoch 1859 | loss: 0.0311314 | val_loss: 0.0311504 | Time: 1997.94 ms
[2021-01-21 21:36:18 main:574] : INFO : Epoch 1860 | loss: 0.0311303 | val_loss: 0.0311554 | Time: 1970.35 ms
[2021-01-21 21:36:20 main:574] : INFO : Epoch 1861 | loss: 0.031131 | val_loss: 0.0311518 | Time: 1988.36 ms
[2021-01-21 21:36:22 main:574] : INFO : Epoch 1862 | loss: 0.0311306 | val_loss: 0.0311526 | Time: 1975.76 ms
[2021-01-21 21:36:24 main:574] : INFO : Epoch 1863 | loss: 0.0311313 | val_loss: 0.0311554 | Time: 1892.34 ms
[2021-01-21 21:36:26 main:574] : INFO : Epoch 1864 | loss: 0.0311316 | val_loss: 0.0311533 | Time: 1953.35 ms
[2021-01-21 21:36:28 main:574] : INFO : Epoch 1865 | loss: 0.0311332 | val_loss: 0.0311498 | Time: 1943.46 ms
[2021-01-21 21:36:30 main:574] : INFO : Epoch 1866 | loss: 0.0311322 | val_loss: 0.0311505 | Time: 1890.15 ms
[2021-01-21 21:36:32 main:574] : INFO : Epoch 1867 | loss: 0.0311346 | val_loss: 0.0311499 | Time: 1894.78 ms
[2021-01-21 21:36:34 main:574] : INFO : Epoch 1868 | loss: 0.0311355 | val_loss: 0.031152 | Time: 1884.81 ms
[2021-01-21 21:36:36 main:574] : INFO : Epoch 1869 | loss: 0.0311342 | val_loss: 0.0311513 | Time: 1989.4 ms
[2021-01-21 21:36:38 main:574] : INFO : Epoch 1870 | loss: 0.0311333 | val_loss: 0.0311512 | Time: 1887.35 ms
[2021-01-21 21:36:40 main:574] : INFO : Epoch 1871 | loss: 0.0311326 | val_loss: 0.031151 | Time: 2006.75 ms
[2021-01-21 21:36:41 main:574] : INFO : Epoch 1872 | loss: 0.0311334 | val_loss: 0.0311474 | Time: 1884.4 ms
[2021-01-21 21:36:43 main:574] : INFO : Epoch 1873 | loss: 0.0311326 | val_loss: 0.0311533 | Time: 1951.74 ms
[2021-01-21 21:36:45 main:574] : INFO : Epoch 1874 | loss: 0.0311318 | val_loss: 0.0311488 | Time: 2094.49 ms
[2021-01-21 21:36:48 main:574] : INFO : Epoch 1875 | loss: 0.0311323 | val_loss: 0.0311495 | Time: 2087.28 ms
[2021-01-21 21:36:50 main:574] : INFO : Epoch 1876 | loss: 0.0311327 | val_loss: 0.0311487 | Time: 1965.83 ms
[2021-01-21 21:36:52 main:574] : INFO : Epoch 1877 | loss: 0.031141 | val_loss: 0.0311639 | Time: 1926.39 ms
[2021-01-21 21:36:54 main:574] : INFO : Epoch 1878 | loss: 0.031145 | val_loss: 0.0311549 | Time: 1999.73 ms
[2021-01-21 21:36:56 main:574] : INFO : Epoch 1879 | loss: 0.0311428 | val_loss: 0.0311533 | Time: 2046.15 ms
[2021-01-21 21:36:58 main:574] : INFO : Epoch 1880 | loss: 0.0311399 | val_loss: 0.0311525 | Time: 2020.46 ms
[2021-01-21 21:37:00 main:574] : INFO : Epoch 1881 | loss: 0.0311368 | val_loss: 0.0311505 | Time: 1981.65 ms
[2021-01-21 21:37:02 main:574] : INFO : Epoch 1882 | loss: 0.0311357 | val_loss: 0.0311488 | Time: 1923.11 ms
[2021-01-21 21:37:04 main:574] : INFO : Epoch 1883 | loss: 0.0311352 | val_loss: 0.0311489 | Time: 1957.57 ms
[2021-01-21 21:37:05 main:574] : INFO : Epoch 1884 | loss: 0.0311361 | val_loss: 0.0311499 | Time: 1909.1 ms
[2021-01-21 21:37:07 main:574] : INFO : Epoch 1885 | loss: 0.0311346 | val_loss: 0.0311502 | Time: 1963.89 ms
[2021-01-21 21:37:09 main:574] : INFO : Epoch 1886 | loss: 0.0311327 | val_loss: 0.0311493 | Time: 1893.93 ms
[2021-01-21 21:37:11 main:574] : INFO : Epoch 1887 | loss: 0.0311334 | val_loss: 0.0311484 | Time: 1898.87 ms
[2021-01-21 21:37:13 main:574] : INFO : Epoch 1888 | loss: 0.0311345 | val_loss: 0.0311529 | Time: 1950.18 ms
[2021-01-21 21:37:15 main:574] : INFO : Epoch 1889 | loss: 0.031138 | val_loss: 0.0311525 | Time: 1912.51 ms
[2021-01-21 21:37:17 main:574] : INFO : Epoch 1890 | loss: 0.0311397 | val_loss: 0.0311511 | Time: 1903.66 ms
[2021-01-21 21:37:19 main:574] : INFO : Epoch 1891 | loss: 0.0311365 | val_loss: 0.0311502 | Time: 2087.32 ms
[2021-01-21 21:37:21 main:574] : INFO : Epoch 1892 | loss: 0.0311357 | val_loss: 0.0311491 | Time: 1947.88 ms
[2021-01-21 21:37:23 main:574] : INFO : Epoch 1893 | loss: 0.0311355 | val_loss: 0.0311496 | Time: 1886.86 ms
[2021-01-21 21:37:25 main:574] : INFO : Epoch 1894 | loss: 0.0311363 | val_loss: 0.0311491 | Time: 2048.12 ms
[2021-01-21 21:37:27 main:574] : INFO : Epoch 1895 | loss: 0.0311344 | val_loss: 0.0311501 | Time: 2037.58 ms
[2021-01-21 21:37:29 main:574] : INFO : Epoch 1896 | loss: 0.0311362 | val_loss: 0.0311497 | Time: 1963.91 ms
[2021-01-21 21:37:31 main:574] : INFO : Epoch 1897 | loss: 0.0311347 | val_loss: 0.0311503 | Time: 1907.19 ms
[2021-01-21 21:37:33 main:574] : INFO : Epoch 1898 | loss: 0.0311326 | val_loss: 0.03115 | Time: 1896.78 ms
[2021-01-21 21:37:35 main:574] : INFO : Epoch 1899 | loss: 0.0311327 | val_loss: 0.031151 | Time: 1915.82 ms
[2021-01-21 21:37:37 main:574] : INFO : Epoch 1900 | loss: 0.0311319 | val_loss: 0.0311504 | Time: 1950.71 ms
[2021-01-21 21:37:39 main:574] : INFO : Epoch 1901 | loss: 0.0311321 | val_loss: 0.0311469 | Time: 1953.34 ms
[2021-01-21 21:37:41 main:574] : INFO : Epoch 1902 | loss: 0.0311364 | val_loss: 0.0311508 | Time: 1950.36 ms
[2021-01-21 21:37:43 main:574] : INFO : Epoch 1903 | loss: 0.0311357 | val_loss: 0.0311495 | Time: 1944.22 ms
[2021-01-21 21:37:45 main:574] : INFO : Epoch 1904 | loss: 0.0311356 | val_loss: 0.0311526 | Time: 2007.53 ms
[2021-01-21 21:37:47 main:574] : INFO : Epoch 1905 | loss: 0.0311365 | val_loss: 0.031152 | Time: 1978.63 ms
[2021-01-21 21:37:49 main:574] : INFO : Epoch 1906 | loss: 0.0311356 | val_loss: 0.031151 | Time: 1943.69 ms
[2021-01-21 21:37:51 main:574] : INFO : Epoch 1907 | loss: 0.0311349 | val_loss: 0.0311526 | Time: 1910.93 ms
[2021-01-21 21:37:52 main:574] : INFO : Epoch 1908 | loss: 0.0311347 | val_loss: 0.0311506 | Time: 1906.62 ms
[2021-01-21 21:37:54 main:574] : INFO : Epoch 1909 | loss: 0.0311342 | val_loss: 0.031152 | Time: 1914.91 ms
[2021-01-21 21:37:56 main:574] : INFO : Epoch 1910 | loss: 0.0311362 | val_loss: 0.0311511 | Time: 1914.73 ms
[2021-01-21 21:37:58 main:574] : INFO : Epoch 1911 | loss: 0.0311343 | val_loss: 0.0311519 | Time: 2066.33 ms
[2021-01-21 21:38:00 main:574] : INFO : Epoch 1912 | loss: 0.0311333 | val_loss: 0.0311507 | Time: 1917.38 ms
[2021-01-21 21:38:02 main:574] : INFO : Epoch 1913 | loss: 0.0311325 | val_loss: 0.0311506 | Time: 1895.54 ms
[2021-01-21 21:38:04 main:574] : INFO : Epoch 1914 | loss: 0.0311326 | val_loss: 0.03115 | Time: 1941.47 ms
[2021-01-21 21:38:06 main:574] : INFO : Epoch 1915 | loss: 0.0311342 | val_loss: 0.0311517 | Time: 1939.43 ms
[2021-01-21 21:38:08 main:574] : INFO : Epoch 1916 | loss: 0.0311328 | val_loss: 0.0311498 | Time: 1910.77 ms
[2021-01-21 21:38:10 main:574] : INFO : Epoch 1917 | loss: 0.0311345 | val_loss: 0.0311492 | Time: 1919.44 ms
[2021-01-21 21:38:12 main:574] : INFO : Epoch 1918 | loss: 0.0311337 | val_loss: 0.0311513 | Time: 1991.64 ms
[2021-01-21 21:38:14 main:574] : INFO : Epoch 1919 | loss: 0.0311335 | val_loss: 0.0311504 | Time: 1959.31 ms
[2021-01-21 21:38:16 main:574] : INFO : Epoch 1920 | loss: 0.031134 | val_loss: 0.03115 | Time: 1931.98 ms
[2021-01-21 21:38:18 main:574] : INFO : Epoch 1921 | loss: 0.0311332 | val_loss: 0.0311501 | Time: 1928.34 ms
[2021-01-21 21:38:20 main:574] : INFO : Epoch 1922 | loss: 0.0311338 | val_loss: 0.0311496 | Time: 2110.02 ms
[2021-01-21 21:38:22 main:574] : INFO : Epoch 1923 | loss: 0.031134 | val_loss: 0.0311548 | Time: 1958.3 ms
[2021-01-21 21:38:24 main:574] : INFO : Epoch 1924 | loss: 0.0311316 | val_loss: 0.0311516 | Time: 1958.82 ms
[2021-01-21 21:38:26 main:574] : INFO : Epoch 1925 | loss: 0.0311307 | val_loss: 0.0311497 | Time: 1949.75 ms
[2021-01-21 21:38:28 main:574] : INFO : Epoch 1926 | loss: 0.0311295 | val_loss: 0.0311498 | Time: 1969.57 ms
[2021-01-21 21:38:30 main:574] : INFO : Epoch 1927 | loss: 0.03113 | val_loss: 0.0311484 | Time: 1874.31 ms
[2021-01-21 21:38:32 main:574] : INFO : Epoch 1928 | loss: 0.0311307 | val_loss: 0.0311544 | Time: 1932.29 ms
[2021-01-21 21:38:34 main:574] : INFO : Epoch 1929 | loss: 0.0311302 | val_loss: 0.0311504 | Time: 1919.38 ms
[2021-01-21 21:38:36 main:574] : INFO : Epoch 1930 | loss: 0.0311295 | val_loss: 0.0311505 | Time: 1903.8 ms
[2021-01-21 21:38:37 main:574] : INFO : Epoch 1931 | loss: 0.031128 | val_loss: 0.0311524 | Time: 1907.06 ms
[2021-01-21 21:38:39 main:574] : INFO : Epoch 1932 | loss: 0.0311291 | val_loss: 0.0311504 | Time: 1906.84 ms
[2021-01-21 21:38:41 main:574] : INFO : Epoch 1933 | loss: 0.0311288 | val_loss: 0.031149 | Time: 1943.51 ms
[2021-01-21 21:38:43 main:574] : INFO : Epoch 1934 | loss: 0.0311282 | val_loss: 0.0311477 | Time: 1953.6 ms
[2021-01-21 21:38:45 main:574] : INFO : Epoch 1935 | loss: 0.031133 | val_loss: 0.0311514 | Time: 1957.97 ms
[2021-01-21 21:38:47 main:574] : INFO : Epoch 1936 | loss: 0.0311375 | val_loss: 0.0311546 | Time: 1936.29 ms
[2021-01-21 21:38:49 main:574] : INFO : Epoch 1937 | loss: 0.0311368 | val_loss: 0.0311507 | Time: 1959.89 ms
[2021-01-21 21:38:51 main:574] : INFO : Epoch 1938 | loss: 0.0311399 | val_loss: 0.0311561 | Time: 1954.92 ms
[2021-01-21 21:38:53 main:574] : INFO : Epoch 1939 | loss: 0.0311418 | val_loss: 0.0311561 | Time: 1943.84 ms
[2021-01-21 21:38:55 main:574] : INFO : Epoch 1940 | loss: 0.0311396 | val_loss: 0.0311545 | Time: 1982.54 ms
[2021-01-21 21:38:57 main:574] : INFO : Epoch 1941 | loss: 0.0311399 | val_loss: 0.0311523 | Time: 1946.28 ms
[2021-01-21 21:38:59 main:574] : INFO : Epoch 1942 | loss: 0.0311386 | val_loss: 0.0311508 | Time: 2076.19 ms
[2021-01-21 21:39:01 main:574] : INFO : Epoch 1943 | loss: 0.031138 | val_loss: 0.0311496 | Time: 1972.78 ms
[2021-01-21 21:39:03 main:574] : INFO : Epoch 1944 | loss: 0.0311357 | val_loss: 0.0311506 | Time: 2063.19 ms
[2021-01-21 21:39:05 main:574] : INFO : Epoch 1945 | loss: 0.0311351 | val_loss: 0.0311478 | Time: 1918.36 ms
[2021-01-21 21:39:07 main:574] : INFO : Epoch 1946 | loss: 0.0311338 | val_loss: 0.0311482 | Time: 1924.28 ms
[2021-01-21 21:39:09 main:574] : INFO : Epoch 1947 | loss: 0.0311345 | val_loss: 0.0311496 | Time: 2110.52 ms
[2021-01-21 21:39:11 main:574] : INFO : Epoch 1948 | loss: 0.0311343 | val_loss: 0.0311484 | Time: 2025.4 ms
[2021-01-21 21:39:13 main:574] : INFO : Epoch 1949 | loss: 0.0311333 | val_loss: 0.0311495 | Time: 1981.79 ms
[2021-01-21 21:39:15 main:574] : INFO : Epoch 1950 | loss: 0.031134 | val_loss: 0.0311521 | Time: 2025.08 ms
[2021-01-21 21:39:17 main:574] : INFO : Epoch 1951 | loss: 0.0311346 | val_loss: 0.0311473 | Time: 1923.83 ms
[2021-01-21 21:39:19 main:574] : INFO : Epoch 1952 | loss: 0.0311327 | val_loss: 0.0311465 | Time: 1962.43 ms
[2021-01-21 21:39:21 main:574] : INFO : Epoch 1953 | loss: 0.031135 | val_loss: 0.0311476 | Time: 1931.34 ms
[2021-01-21 21:39:23 main:574] : INFO : Epoch 1954 | loss: 0.0311348 | val_loss: 0.0311472 | Time: 2077.05 ms
[2021-01-21 21:39:25 main:574] : INFO : Epoch 1955 | loss: 0.0311343 | val_loss: 0.0311452 | Time: 1903.47 ms
[2021-01-21 21:39:27 main:574] : INFO : Epoch 1956 | loss: 0.0311331 | val_loss: 0.0311465 | Time: 2030.26 ms
[2021-01-21 21:39:29 main:574] : INFO : Epoch 1957 | loss: 0.0311324 | val_loss: 0.0311485 | Time: 2054.91 ms
[2021-01-21 21:39:31 main:574] : INFO : Epoch 1958 | loss: 0.0311316 | val_loss: 0.031145 | Time: 1909.38 ms
[2021-01-21 21:39:33 main:574] : INFO : Epoch 1959 | loss: 0.0311325 | val_loss: 0.0311458 | Time: 2082.61 ms
[2021-01-21 21:39:35 main:574] : INFO : Epoch 1960 | loss: 0.0311311 | val_loss: 0.0311567 | Time: 1893.64 ms
[2021-01-21 21:39:37 main:574] : INFO : Epoch 1961 | loss: 0.0311344 | val_loss: 0.0311507 | Time: 2069.04 ms
[2021-01-21 21:39:39 main:574] : INFO : Epoch 1962 | loss: 0.0311347 | val_loss: 0.0311454 | Time: 1916.09 ms
[2021-01-21 21:39:41 main:574] : INFO : Epoch 1963 | loss: 0.0311328 | val_loss: 0.0311457 | Time: 1947.84 ms
[2021-01-21 21:39:43 main:574] : INFO : Epoch 1964 | loss: 0.0311313 | val_loss: 0.03115 | Time: 2079.66 ms
[2021-01-21 21:39:45 main:574] : INFO : Epoch 1965 | loss: 0.0311324 | val_loss: 0.0311459 | Time: 2018.04 ms
[2021-01-21 21:39:47 main:574] : INFO : Epoch 1966 | loss: 0.0311396 | val_loss: 0.0311461 | Time: 1949 ms
[2021-01-21 21:39:49 main:574] : INFO : Epoch 1967 | loss: 0.0311406 | val_loss: 0.0311456 | Time: 2086.68 ms
[2021-01-21 21:39:51 main:574] : INFO : Epoch 1968 | loss: 0.0311372 | val_loss: 0.0311459 | Time: 1985.05 ms
[2021-01-21 21:39:53 main:574] : INFO : Epoch 1969 | loss: 0.0311313 | val_loss: 0.0311435 | Time: 2065.69 ms
[2021-01-21 21:39:55 main:574] : INFO : Epoch 1970 | loss: 0.0311313 | val_loss: 0.0311465 | Time: 1951.2 ms
[2021-01-21 21:39:58 main:574] : INFO : Epoch 1971 | loss: 0.031134 | val_loss: 0.0311474 | Time: 2094.06 ms
[2021-01-21 21:40:00 main:574] : INFO : Epoch 1972 | loss: 0.031133 | val_loss: 0.0311473 | Time: 1966.59 ms
[2021-01-21 21:40:02 main:574] : INFO : Epoch 1973 | loss: 0.0311348 | val_loss: 0.0311445 | Time: 1966.92 ms
[2021-01-21 21:40:04 main:574] : INFO : Epoch 1974 | loss: 0.031132 | val_loss: 0.0311441 | Time: 1966.58 ms
[2021-01-21 21:40:06 main:574] : INFO : Epoch 1975 | loss: 0.0311337 | val_loss: 0.0311487 | Time: 1984.85 ms
[2021-01-21 21:40:07 main:574] : INFO : Epoch 1976 | loss: 0.0311358 | val_loss: 0.0311426 | Time: 1944.7 ms
[2021-01-21 21:40:10 main:574] : INFO : Epoch 1977 | loss: 0.0311365 | val_loss: 0.0311471 | Time: 1998.11 ms
[2021-01-21 21:40:12 main:574] : INFO : Epoch 1978 | loss: 0.0311317 | val_loss: 0.0311428 | Time: 2063.36 ms
[2021-01-21 21:40:14 main:574] : INFO : Epoch 1979 | loss: 0.0311302 | val_loss: 0.0311425 | Time: 2086.61 ms
[2021-01-21 21:40:16 main:574] : INFO : Epoch 1980 | loss: 0.0311296 | val_loss: 0.0311438 | Time: 1925.61 ms
[2021-01-21 21:40:18 main:574] : INFO : Epoch 1981 | loss: 0.0311296 | val_loss: 0.0311427 | Time: 1936.73 ms
[2021-01-21 21:40:20 main:574] : INFO : Epoch 1982 | loss: 0.0311298 | val_loss: 0.0311428 | Time: 1928.84 ms
[2021-01-21 21:40:21 main:574] : INFO : Epoch 1983 | loss: 0.0311301 | val_loss: 0.0311446 | Time: 1922.53 ms
[2021-01-21 21:40:23 main:574] : INFO : Epoch 1984 | loss: 0.0311288 | val_loss: 0.0311444 | Time: 1881.37 ms
[2021-01-21 21:40:25 main:574] : INFO : Epoch 1985 | loss: 0.0311292 | val_loss: 0.0311449 | Time: 2032.79 ms
[2021-01-21 21:40:27 main:574] : INFO : Epoch 1986 | loss: 0.0311305 | val_loss: 0.0311443 | Time: 1970.35 ms
[2021-01-21 21:40:29 main:574] : INFO : Epoch 1987 | loss: 0.0311287 | val_loss: 0.0311427 | Time: 1900.43 ms
[2021-01-21 21:40:31 main:574] : INFO : Epoch 1988 | loss: 0.0311274 | val_loss: 0.0311426 | Time: 2015.19 ms
[2021-01-21 21:40:33 main:574] : INFO : Epoch 1989 | loss: 0.0311306 | val_loss: 0.0311461 | Time: 1884.48 ms
[2021-01-21 21:40:35 main:574] : INFO : Epoch 1990 | loss: 0.0311279 | val_loss: 0.0311436 | Time: 1912.62 ms
[2021-01-21 21:40:37 main:574] : INFO : Epoch 1991 | loss: 0.0311305 | val_loss: 0.031149 | Time: 2062.76 ms
[2021-01-21 21:40:39 main:574] : INFO : Epoch 1992 | loss: 0.0311341 | val_loss: 0.0311451 | Time: 2073.76 ms
[2021-01-21 21:40:41 main:574] : INFO : Epoch 1993 | loss: 0.0311329 | val_loss: 0.0311475 | Time: 1924.21 ms
[2021-01-21 21:40:43 main:574] : INFO : Epoch 1994 | loss: 0.0311332 | val_loss: 0.0311459 | Time: 1900.04 ms
[2021-01-21 21:40:45 main:574] : INFO : Epoch 1995 | loss: 0.0311325 | val_loss: 0.0311481 | Time: 1936.61 ms
[2021-01-21 21:40:47 main:574] : INFO : Epoch 1996 | loss: 0.0311326 | val_loss: 0.0311506 | Time: 1938.98 ms
[2021-01-21 21:40:49 main:574] : INFO : Epoch 1997 | loss: 0.0311321 | val_loss: 0.0311476 | Time: 1930.54 ms
[2021-01-21 21:40:51 main:574] : INFO : Epoch 1998 | loss: 0.0311314 | val_loss: 0.0311454 | Time: 1976.57 ms
[2021-01-21 21:40:53 main:574] : INFO : Epoch 1999 | loss: 0.0311291 | val_loss: 0.0311444 | Time: 1948.45 ms
[2021-01-21 21:40:55 main:574] : INFO : Epoch 2000 | loss: 0.0311286 | val_loss: 0.0311474 | Time: 2122.16 ms
[2021-01-21 21:40:57 main:574] : INFO : Epoch 2001 | loss: 0.0311288 | val_loss: 0.0311448 | Time: 1924.86 ms
[2021-01-21 21:40:59 main:574] : INFO : Epoch 2002 | loss: 0.0311278 | val_loss: 0.0311442 | Time: 1958.53 ms
[2021-01-21 21:41:01 main:574] : INFO : Epoch 2003 | loss: 0.031128 | val_loss: 0.0311456 | Time: 1943.2 ms
[2021-01-21 21:41:03 main:574] : INFO : Epoch 2004 | loss: 0.0311288 | val_loss: 0.0311448 | Time: 1929.26 ms
[2021-01-21 21:41:05 main:574] : INFO : Epoch 2005 | loss: 0.0311295 | val_loss: 0.0311454 | Time: 2047.52 ms
[2021-01-21 21:41:07 main:574] : INFO : Epoch 2006 | loss: 0.0311287 | val_loss: 0.0311452 | Time: 1994.12 ms
[2021-01-21 21:41:09 main:574] : INFO : Epoch 2007 | loss: 0.0311293 | val_loss: 0.0311449 | Time: 1936.44 ms
[2021-01-21 21:41:11 main:574] : INFO : Epoch 2008 | loss: 0.0311301 | val_loss: 0.0311434 | Time: 1934.39 ms
[2021-01-21 21:41:13 main:574] : INFO : Epoch 2009 | loss: 0.0311315 | val_loss: 0.0311442 | Time: 2101.45 ms
[2021-01-21 21:41:15 main:574] : INFO : Epoch 2010 | loss: 0.0311317 | val_loss: 0.0311446 | Time: 1977.62 ms
[2021-01-21 21:41:17 main:574] : INFO : Epoch 2011 | loss: 0.031133 | val_loss: 0.0311459 | Time: 1924.33 ms
[2021-01-21 21:41:19 main:574] : INFO : Epoch 2012 | loss: 0.0311297 | val_loss: 0.0311437 | Time: 1884.37 ms
[2021-01-21 21:41:21 main:574] : INFO : Epoch 2013 | loss: 0.031128 | val_loss: 0.031143 | Time: 1903.48 ms
[2021-01-21 21:41:23 main:574] : INFO : Epoch 2014 | loss: 0.0311269 | val_loss: 0.0311442 | Time: 1901.33 ms
[2021-01-21 21:41:25 main:574] : INFO : Epoch 2015 | loss: 0.0311298 | val_loss: 0.0311444 | Time: 1922.61 ms
[2021-01-21 21:41:26 main:574] : INFO : Epoch 2016 | loss: 0.0311296 | val_loss: 0.0311446 | Time: 1939.03 ms
[2021-01-21 21:41:29 main:574] : INFO : Epoch 2017 | loss: 0.031129 | val_loss: 0.0311457 | Time: 2042.77 ms
[2021-01-21 21:41:31 main:574] : INFO : Epoch 2018 | loss: 0.0311314 | val_loss: 0.0311477 | Time: 2012.96 ms
[2021-01-21 21:41:33 main:574] : INFO : Epoch 2019 | loss: 0.0311283 | val_loss: 0.0311462 | Time: 1956.68 ms
[2021-01-21 21:41:34 main:574] : INFO : Epoch 2020 | loss: 0.0311293 | val_loss: 0.0311448 | Time: 1890.76 ms
[2021-01-21 21:41:36 main:574] : INFO : Epoch 2021 | loss: 0.0311288 | val_loss: 0.0311458 | Time: 1894.61 ms
[2021-01-21 21:41:38 main:574] : INFO : Epoch 2022 | loss: 0.0311293 | val_loss: 0.0311491 | Time: 1972.74 ms
[2021-01-21 21:41:40 main:574] : INFO : Epoch 2023 | loss: 0.0311309 | val_loss: 0.0311449 | Time: 1920.16 ms
[2021-01-21 21:41:42 main:574] : INFO : Epoch 2024 | loss: 0.0311296 | val_loss: 0.031144 | Time: 2064.81 ms
[2021-01-21 21:41:44 main:574] : INFO : Epoch 2025 | loss: 0.0311286 | val_loss: 0.0311444 | Time: 1883.58 ms
[2021-01-21 21:41:46 main:574] : INFO : Epoch 2026 | loss: 0.0311271 | val_loss: 0.0311447 | Time: 2063.4 ms
[2021-01-21 21:41:48 main:574] : INFO : Epoch 2027 | loss: 0.0311271 | val_loss: 0.0311439 | Time: 2003.06 ms
[2021-01-21 21:41:50 main:574] : INFO : Epoch 2028 | loss: 0.0311275 | val_loss: 0.0311454 | Time: 2078.47 ms
[2021-01-21 21:41:52 main:574] : INFO : Epoch 2029 | loss: 0.0311279 | val_loss: 0.0311438 | Time: 1956.43 ms
[2021-01-21 21:41:54 main:574] : INFO : Epoch 2030 | loss: 0.0311296 | val_loss: 0.0311467 | Time: 1952.83 ms
[2021-01-21 21:41:56 main:574] : INFO : Epoch 2031 | loss: 0.0311339 | val_loss: 0.0311485 | Time: 1922.38 ms
[2021-01-21 21:41:58 main:574] : INFO : Epoch 2032 | loss: 0.0311334 | val_loss: 0.031149 | Time: 1914.08 ms
[2021-01-21 21:42:00 main:574] : INFO : Epoch 2033 | loss: 0.0311332 | val_loss: 0.0311459 | Time: 1925.96 ms
[2021-01-21 21:42:02 main:574] : INFO : Epoch 2034 | loss: 0.0311328 | val_loss: 0.0311491 | Time: 2057.45 ms
[2021-01-21 21:42:04 main:574] : INFO : Epoch 2035 | loss: 0.031132 | val_loss: 0.0311505 | Time: 1959.26 ms
[2021-01-21 21:42:06 main:574] : INFO : Epoch 2036 | loss: 0.0311318 | val_loss: 0.0311494 | Time: 2123.69 ms
[2021-01-21 21:42:08 main:574] : INFO : Epoch 2037 | loss: 0.0311314 | val_loss: 0.0311474 | Time: 2030.06 ms
[2021-01-21 21:42:10 main:574] : INFO : Epoch 2038 | loss: 0.0311301 | val_loss: 0.0311472 | Time: 1979.76 ms
[2021-01-21 21:42:12 main:574] : INFO : Epoch 2039 | loss: 0.0311293 | val_loss: 0.0311473 | Time: 2061.27 ms
[2021-01-21 21:42:14 main:574] : INFO : Epoch 2040 | loss: 0.0311287 | val_loss: 0.0311478 | Time: 1971.45 ms
[2021-01-21 21:42:16 main:574] : INFO : Epoch 2041 | loss: 0.0311286 | val_loss: 0.0311464 | Time: 1973.43 ms
[2021-01-21 21:42:19 main:574] : INFO : Epoch 2042 | loss: 0.031129 | val_loss: 0.0311496 | Time: 2091.71 ms
[2021-01-21 21:42:20 main:574] : INFO : Epoch 2043 | loss: 0.0311308 | val_loss: 0.0311555 | Time: 1898.96 ms
[2021-01-21 21:42:22 main:574] : INFO : Epoch 2044 | loss: 0.031133 | val_loss: 0.0311492 | Time: 2012.59 ms
[2021-01-21 21:42:24 main:574] : INFO : Epoch 2045 | loss: 0.0311282 | val_loss: 0.0311472 | Time: 1933.88 ms
[2021-01-21 21:42:26 main:574] : INFO : Epoch 2046 | loss: 0.0311272 | val_loss: 0.0311494 | Time: 1956.46 ms
[2021-01-21 21:42:28 main:574] : INFO : Epoch 2047 | loss: 0.0311275 | val_loss: 0.0311464 | Time: 2039.77 ms
[2021-01-21 21:42:31 main:574] : INFO : Epoch 2048 | loss: 0.0311272 | val_loss: 0.0311525 | Time: 2101.68 ms
[2021-01-21 21:42:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311525
[2021-01-21 21:42:31 main:603] : INFO : Saving end state to config to file
[2021-01-21 21:42:31 main:608] : INFO : Success, exiting..
21:42:31 (5008): 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)