Task 4133392
| Name | ParityMachine-1612383135-19551-4_0 |
| Workunit | 2244676 |
| Created | 20 Feb 2021, 3:10:01 UTC |
| Sent | 1 Mar 2021, 16:10:41 UTC |
| Report deadline | 8 Mar 2021, 16:10:41 UTC |
| Received | 2 Mar 2021, 5:37:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 5 min 11 sec |
| CPU time | 1 hours 5 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 021-03-01 23:21:28 main:581] : INFO : Epoch 1538 | loss: 0.0311569 | val_loss: 0.0311658 | Time: 1870.51 ms [2021-03-01 23:21:30 main:581] : INFO : Epoch 1539 | loss: 0.0311568 | val_loss: 0.0311658 | Time: 1934.77 ms [2021-03-01 23:21:32 main:581] : INFO : Epoch 1540 | loss: 0.0311563 | val_loss: 0.0311675 | Time: 1766.96 ms [2021-03-01 23:21:34 main:581] : INFO : Epoch 1541 | loss: 0.0311557 | val_loss: 0.0311673 | Time: 1801.18 ms [2021-03-01 23:21:36 main:581] : INFO : Epoch 1542 | loss: 0.0311564 | val_loss: 0.031167 | Time: 2109.29 ms [2021-03-01 23:21:38 main:581] : INFO : Epoch 1543 | loss: 0.0311547 | val_loss: 0.0311689 | Time: 1970.2 ms [2021-03-01 23:21:39 main:581] : INFO : Epoch 1544 | loss: 0.0311549 | val_loss: 0.0311671 | Time: 1797.41 ms [2021-03-01 23:21:41 main:581] : INFO : Epoch 1545 | loss: 0.0311556 | val_loss: 0.0311702 | Time: 2007.07 ms [2021-03-01 23:21:43 main:581] : INFO : Epoch 1546 | loss: 0.0311629 | val_loss: 0.0311765 | Time: 1946.68 ms [2021-03-01 23:21:45 main:581] : INFO : Epoch 1547 | loss: 0.0311606 | val_loss: 0.0311768 | Time: 1875.67 ms [2021-03-01 23:21:47 main:581] : INFO : Epoch 1548 | loss: 0.0340275 | val_loss: 0.067431 | Time: 2005.69 ms [2021-03-01 23:21:49 main:581] : INFO : Epoch 1549 | loss: 0.0474059 | val_loss: 0.0411203 | Time: 2024.47 ms [2021-03-01 23:21:51 main:581] : INFO : Epoch 1550 | loss: 0.0375496 | val_loss: 0.0359442 | Time: 1868.03 ms [2021-03-01 23:21:53 main:581] : INFO : Epoch 1551 | loss: 0.034073 | val_loss: 0.0316501 | Time: 1831.83 ms [2021-03-01 23:21:55 main:581] : INFO : Epoch 1552 | loss: 0.0321177 | val_loss: 0.0315014 | Time: 1879.94 ms [2021-03-01 23:21:57 main:581] : INFO : Epoch 1553 | loss: 0.031384 | val_loss: 0.031337 | Time: 1901.44 ms [2021-03-01 23:21:59 main:581] : INFO : Epoch 1554 | loss: 0.031275 | val_loss: 0.0312545 | Time: 2058.69 ms [2021-03-01 23:22:01 main:581] : INFO : Epoch 1555 | loss: 0.0312561 | val_loss: 0.0312518 | Time: 1886.46 ms [2021-03-01 23:22:03 main:581] : INFO : Epoch 1556 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 1885.52 ms [2021-03-01 23:22:04 main:581] : INFO : Epoch 1557 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1898.69 ms [2021-03-01 23:22:06 main:581] : INFO : Epoch 1558 | loss: 0.0312505 | val_loss: 0.0312494 | Time: 1902.56 ms [2021-03-01 23:22:08 main:581] : INFO : Epoch 1559 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1815.99 ms [2021-03-01 23:22:10 main:581] : INFO : Epoch 1560 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 2056.46 ms [2021-03-01 23:22:12 main:581] : INFO : Epoch 1561 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1901.89 ms [2021-03-01 23:22:14 main:581] : INFO : Epoch 1562 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1805.42 ms [2021-03-01 23:22:16 main:581] : INFO : Epoch 1563 | loss: 0.031249 | val_loss: 0.0312484 | Time: 2121.54 ms [2021-03-01 23:22:18 main:581] : INFO : Epoch 1564 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1894.59 ms [2021-03-01 23:22:20 main:581] : INFO : Epoch 1565 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 1896.28 ms [2021-03-01 23:22:22 main:581] : INFO : Epoch 1566 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 1959.27 ms [2021-03-01 23:22:24 main:581] : INFO : Epoch 1567 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 1855.3 ms [2021-03-01 23:22:26 main:581] : INFO : Epoch 1568 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1868.53 ms [2021-03-01 23:22:27 main:581] : INFO : Epoch 1569 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1891.28 ms [2021-03-01 23:22:29 main:581] : INFO : Epoch 1570 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 1996.82 ms [2021-03-01 23:22:31 main:581] : INFO : Epoch 1571 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1856.02 ms [2021-03-01 23:22:33 main:581] : INFO : Epoch 1572 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 2056.94 ms [2021-03-01 23:22:35 main:581] : INFO : Epoch 1573 | loss: 0.0312479 | val_loss: 0.0312509 | Time: 1938.4 ms [2021-03-01 23:22:37 main:581] : INFO : Epoch 1574 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1910.82 ms [2021-03-01 23:22:39 main:581] : INFO : Epoch 1575 | loss: 0.031248 | val_loss: 0.0312467 | Time: 1790.34 ms [2021-03-01 23:22:41 main:581] : INFO : Epoch 1576 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1808.77 ms [2021-03-01 23:22:43 main:581] : INFO : Epoch 1577 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 1732.05 ms [2021-03-01 23:22:44 main:581] : INFO : Epoch 1578 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 1743.17 ms [2021-03-01 23:22:46 main:581] : INFO : Epoch 1579 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 1920.94 ms [2021-03-01 23:22:48 main:581] : INFO : Epoch 1580 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 1861.97 ms [2021-03-01 23:22:50 main:581] : INFO : Epoch 1581 | loss: 0.0312455 | val_loss: 0.0312463 | Time: 1888.5 ms [2021-03-01 23:22:52 main:581] : INFO : Epoch 1582 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 2000.78 ms [2021-03-01 23:22:54 main:581] : INFO : Epoch 1583 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 2027.63 ms [2021-03-01 23:22:56 main:581] : INFO : Epoch 1584 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 1787.24 ms [2021-03-01 23:22:58 main:581] : INFO : Epoch 1585 | loss: 0.031243 | val_loss: 0.0312418 | Time: 1822.64 ms [2021-03-01 23:22:59 main:581] : INFO : Epoch 1586 | loss: 0.0312422 | val_loss: 0.0312415 | Time: 1844.65 ms [2021-03-01 23:23:01 main:581] : INFO : Epoch 1587 | loss: 0.0312413 | val_loss: 0.0312409 | Time: 1904.28 ms [2021-03-01 23:23:03 main:581] : INFO : Epoch 1588 | loss: 0.0312412 | val_loss: 0.0312422 | Time: 2004.06 ms [2021-03-01 23:23:05 main:581] : INFO : Epoch 1589 | loss: 0.0312413 | val_loss: 0.0312406 | Time: 1929.54 ms [2021-03-01 23:23:07 main:581] : INFO : Epoch 1590 | loss: 0.0312401 | val_loss: 0.0312393 | Time: 1880.6 ms [2021-03-01 23:23:09 main:581] : INFO : Epoch 1591 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 2035.92 ms [2021-03-01 23:23:11 main:581] : INFO : Epoch 1592 | loss: 0.0312396 | val_loss: 0.0312385 | Time: 1835.64 ms [2021-03-01 23:23:13 main:581] : INFO : Epoch 1593 | loss: 0.0312386 | val_loss: 0.0312389 | Time: 1902.32 ms [2021-03-01 23:23:15 main:581] : INFO : Epoch 1594 | loss: 0.0312395 | val_loss: 0.0312409 | Time: 1845.23 ms [2021-03-01 23:23:17 main:581] : INFO : Epoch 1595 | loss: 0.0312395 | val_loss: 0.0312377 | Time: 2040.89 ms [2021-03-01 23:23:19 main:581] : INFO : Epoch 1596 | loss: 0.0312383 | val_loss: 0.0312369 | Time: 1895.34 ms [2021-03-01 23:23:21 main:581] : INFO : Epoch 1597 | loss: 0.0312374 | val_loss: 0.0312363 | Time: 1902.27 ms [2021-03-01 23:23:23 main:581] : INFO : Epoch 1598 | loss: 0.0312366 | val_loss: 0.0312376 | Time: 1935.07 ms [2021-03-01 23:23:24 main:581] : INFO : Epoch 1599 | loss: 0.031237 | val_loss: 0.0312371 | Time: 1923.04 ms [2021-03-01 23:23:26 main:581] : INFO : Epoch 1600 | loss: 0.0312369 | val_loss: 0.0312356 | Time: 1967.24 ms [2021-03-01 23:23:29 main:581] : INFO : Epoch 1601 | loss: 0.0312378 | val_loss: 0.0312463 | Time: 2070.26 ms [2021-03-01 23:23:30 main:581] : INFO : Epoch 1602 | loss: 0.0312416 | val_loss: 0.0312365 | Time: 1935.55 ms [2021-03-01 23:23:32 main:581] : INFO : Epoch 1603 | loss: 0.0312398 | val_loss: 0.0312352 | Time: 1996.58 ms [2021-03-01 23:23:35 main:581] : INFO : Epoch 1604 | loss: 0.0312363 | val_loss: 0.0312393 | Time: 2097.5 ms [2021-03-01 23:23:36 main:581] : INFO : Epoch 1605 | loss: 0.0312362 | val_loss: 0.0312349 | Time: 1900.51 ms [2021-03-01 23:23:38 main:581] : INFO : Epoch 1606 | loss: 0.0312371 | val_loss: 0.0312367 | Time: 1990.78 ms [2021-03-01 23:23:40 main:581] : INFO : Epoch 1607 | loss: 0.0312351 | val_loss: 0.0312331 | Time: 1994.91 ms [2021-03-01 23:23:42 main:581] : INFO : Epoch 1608 | loss: 0.0312344 | val_loss: 0.0312331 | Time: 1897.5 ms [2021-03-01 23:23:44 main:581] : INFO : Epoch 1609 | loss: 0.0312336 | val_loss: 0.0312325 | Time: 1948.13 ms [2021-03-01 23:23:46 main:581] : INFO : Epoch 1610 | loss: 0.0312342 | val_loss: 0.0312332 | Time: 1958.51 ms [2021-03-01 23:23:48 main:581] : INFO : Epoch 1611 | loss: 0.0312332 | val_loss: 0.0312327 | Time: 1775.21 ms [2021-03-01 23:23:50 main:581] : INFO : Epoch 1612 | loss: 0.0312361 | val_loss: 0.0312322 | Time: 1835.9 ms [2021-03-01 23:23:52 main:581] : INFO : Epoch 1613 | loss: 0.0312388 | val_loss: 0.0312343 | Time: 1895.42 ms [2021-03-01 23:23:53 main:581] : INFO : Epoch 1614 | loss: 0.0312338 | val_loss: 0.0312316 | Time: 1738.94 ms [2021-03-01 23:23:55 main:581] : INFO : Epoch 1615 | loss: 0.031234 | val_loss: 0.0312333 | Time: 1880 ms [2021-03-01 23:23:57 main:581] : INFO : Epoch 1616 | loss: 0.031235 | val_loss: 0.0312457 | Time: 2040.24 ms [2021-03-01 23:23:59 main:581] : INFO : Epoch 1617 | loss: 0.0312431 | val_loss: 0.0312402 | Time: 1915.84 ms [2021-03-01 23:24:01 main:581] : INFO : Epoch 1618 | loss: 0.0312339 | val_loss: 0.0312317 | Time: 1903.13 ms [2021-03-01 23:24:03 main:581] : INFO : Epoch 1619 | loss: 0.0312329 | val_loss: 0.0312313 | Time: 1999.57 ms [2021-03-01 23:24:05 main:581] : INFO : Epoch 1620 | loss: 0.0312348 | val_loss: 0.0312443 | Time: 1998.49 ms [2021-03-01 23:24:07 main:581] : INFO : Epoch 1621 | loss: 0.0312397 | val_loss: 0.0312372 | Time: 1948.6 ms [2021-03-01 23:24:09 main:581] : INFO : Epoch 1622 | loss: 0.0312333 | val_loss: 0.0312315 | Time: 1955.63 ms [2021-03-01 23:24:11 main:581] : INFO : Epoch 1623 | loss: 0.0312342 | val_loss: 0.0312382 | Time: 1885.9 ms [2021-03-01 23:24:13 main:581] : INFO : Epoch 1624 | loss: 0.0312371 | val_loss: 0.0312349 | Time: 1858.82 ms [2021-03-01 23:24:15 main:581] : INFO : Epoch 1625 | loss: 0.0312375 | val_loss: 0.0312318 | Time: 1899.78 ms [2021-03-01 23:24:17 main:581] : INFO : Epoch 1626 | loss: 0.0312315 | val_loss: 0.0312362 | Time: 1972.94 ms [2021-03-01 23:24:19 main:581] : INFO : Epoch 1627 | loss: 0.031232 | val_loss: 0.0312308 | Time: 1785.48 ms [2021-03-01 23:24:20 main:581] : INFO : Epoch 1628 | loss: 0.0312326 | val_loss: 0.0312355 | Time: 1919.29 ms [2021-03-01 23:24:22 main:581] : INFO : Epoch 1629 | loss: 0.031233 | val_loss: 0.0312304 | Time: 1934.78 ms [2021-03-01 23:24:24 main:581] : INFO : Epoch 1630 | loss: 0.031234 | val_loss: 0.0312391 | Time: 1724.79 ms [2021-03-01 23:24:26 main:581] : INFO : Epoch 1631 | loss: 0.0312397 | val_loss: 0.0312348 | Time: 1874.24 ms [2021-03-01 23:24:28 main:581] : INFO : Epoch 1632 | loss: 0.0312349 | val_loss: 0.0312377 | Time: 1755.74 ms [2021-03-01 23:24:30 main:581] : INFO : Epoch 1633 | loss: 0.0312354 | val_loss: 0.0312442 | Time: 1777.9 ms [2021-03-01 23:24:31 main:581] : INFO : Epoch 1634 | loss: 0.0312355 | val_loss: 0.0312334 | Time: 1967.2 ms [2021-03-01 23:24:34 main:581] : INFO : Epoch 1635 | loss: 0.0312327 | val_loss: 0.0312351 | Time: 2018.5 ms [2021-03-01 23:24:35 main:581] : INFO : Epoch 1636 | loss: 0.0312331 | val_loss: 0.0312334 | Time: 1767.13 ms [2021-03-01 23:24:37 main:581] : INFO : Epoch 1637 | loss: 0.0312313 | val_loss: 0.0312387 | Time: 2108.26 ms [2021-03-01 23:24:39 main:581] : INFO : Epoch 1638 | loss: 0.0312321 | val_loss: 0.0312318 | Time: 1954.04 ms [2021-03-01 23:24:41 main:581] : INFO : Epoch 1639 | loss: 0.0312311 | val_loss: 0.0312307 | Time: 1810.17 ms [2021-03-01 23:24:43 main:581] : INFO : Epoch 1640 | loss: 0.0312332 | val_loss: 0.0312306 | Time: 1993.99 ms [2021-03-01 23:24:45 main:581] : INFO : Epoch 1641 | loss: 0.0312349 | val_loss: 0.0312421 | Time: 1979.03 ms [2021-03-01 23:24:47 main:581] : INFO : Epoch 1642 | loss: 0.0312329 | val_loss: 0.03123 | Time: 1981.5 ms [2021-03-01 23:24:49 main:581] : INFO : Epoch 1643 | loss: 0.0312328 | val_loss: 0.0312321 | Time: 2031.06 ms [2021-03-01 23:24:51 main:581] : INFO : Epoch 1644 | loss: 0.0312361 | val_loss: 0.03123 | Time: 1897.76 ms [2021-03-01 23:24:53 main:581] : INFO : Epoch 1645 | loss: 0.0312343 | val_loss: 0.0312315 | Time: 1768.78 ms [2021-03-01 23:24:55 main:581] : INFO : Epoch 1646 | loss: 0.0312306 | val_loss: 0.0312304 | Time: 2108.53 ms [2021-03-01 23:24:57 main:581] : INFO : Epoch 1647 | loss: 0.0312329 | val_loss: 0.0312335 | Time: 1993.42 ms [2021-03-01 23:24:59 main:581] : INFO : Epoch 1648 | loss: 0.0312327 | val_loss: 0.0312388 | Time: 1820.71 ms [2021-03-01 23:25:01 main:581] : INFO : Epoch 1649 | loss: 0.0312374 | val_loss: 0.0312371 | Time: 1892.56 ms [2021-03-01 23:25:03 main:581] : INFO : Epoch 1650 | loss: 0.0312324 | val_loss: 0.0312342 | Time: 1944.6 ms [2021-03-01 23:25:05 main:581] : INFO : Epoch 1651 | loss: 0.0312328 | val_loss: 0.0312357 | Time: 2064.79 ms [2021-03-01 23:25:07 main:581] : INFO : Epoch 1652 | loss: 0.0312314 | val_loss: 0.0312297 | Time: 2001.35 ms [2021-03-01 23:25:09 main:581] : INFO : Epoch 1653 | loss: 0.0312309 | val_loss: 0.0312329 | Time: 1940.09 ms [2021-03-01 23:25:11 main:581] : INFO : Epoch 1654 | loss: 0.0312364 | val_loss: 0.0312327 | Time: 1953.46 ms [2021-03-01 23:25:13 main:581] : INFO : Epoch 1655 | loss: 0.0312327 | val_loss: 0.0312304 | Time: 1976.92 ms [2021-03-01 23:25:15 main:581] : INFO : Epoch 1656 | loss: 0.03123 | val_loss: 0.0312297 | Time: 2007.59 ms [2021-03-01 23:25:16 main:581] : INFO : Epoch 1657 | loss: 0.031231 | val_loss: 0.0312292 | Time: 1754.71 ms [2021-03-01 23:25:18 main:581] : INFO : Epoch 1658 | loss: 0.0312305 | val_loss: 0.0312293 | Time: 1899.84 ms [2021-03-01 23:25:20 main:581] : INFO : Epoch 1659 | loss: 0.0312304 | val_loss: 0.0312317 | Time: 1942.91 ms [2021-03-01 23:25:22 main:581] : INFO : Epoch 1660 | loss: 0.0312304 | val_loss: 0.0312339 | Time: 1875.03 ms [2021-03-01 23:25:24 main:581] : INFO : Epoch 1661 | loss: 0.031231 | val_loss: 0.0312292 | Time: 1913.91 ms [2021-03-01 23:25:26 main:581] : INFO : Epoch 1662 | loss: 0.0312321 | val_loss: 0.031229 | Time: 1873.76 ms [2021-03-01 23:25:28 main:581] : INFO : Epoch 1663 | loss: 0.031232 | val_loss: 0.031232 | Time: 1834.7 ms [2021-03-01 23:25:30 main:581] : INFO : Epoch 1664 | loss: 0.03123 | val_loss: 0.0312341 | Time: 1939.3 ms [2021-03-01 23:25:32 main:581] : INFO : Epoch 1665 | loss: 0.0312351 | val_loss: 0.0312364 | Time: 1948.9 ms [2021-03-01 23:25:33 main:581] : INFO : Epoch 1666 | loss: 0.031231 | val_loss: 0.031232 | Time: 1910.7 ms [2021-03-01 23:25:35 main:581] : INFO : Epoch 1667 | loss: 0.031231 | val_loss: 0.0312301 | Time: 1978.53 ms [2021-03-01 23:25:37 main:581] : INFO : Epoch 1668 | loss: 0.031232 | val_loss: 0.031235 | Time: 1908.31 ms [2021-03-01 23:25:39 main:581] : INFO : Epoch 1669 | loss: 0.0312373 | val_loss: 0.0312292 | Time: 1839.31 ms [2021-03-01 23:25:41 main:581] : INFO : Epoch 1670 | loss: 0.0312342 | val_loss: 0.0312349 | Time: 1991.54 ms [2021-03-01 23:25:43 main:581] : INFO : Epoch 1671 | loss: 0.0312312 | val_loss: 0.0312302 | Time: 1949.2 ms [2021-03-01 23:25:45 main:581] : INFO : Epoch 1672 | loss: 0.0312307 | val_loss: 0.0312297 | Time: 1940.05 ms [2021-03-01 23:25:47 main:581] : INFO : Epoch 1673 | loss: 0.0312331 | val_loss: 0.0312291 | Time: 1899.93 ms [2021-03-01 23:25:49 main:581] : INFO : Epoch 1674 | loss: 0.0312353 | val_loss: 0.0312362 | Time: 1680.28 ms [2021-03-01 23:25:50 main:581] : INFO : Epoch 1675 | loss: 0.0312305 | val_loss: 0.0312291 | Time: 1687.94 ms [2021-03-01 23:25:52 main:581] : INFO : Epoch 1676 | loss: 0.0312287 | val_loss: 0.0312278 | Time: 1878.28 ms [2021-03-01 23:25:54 main:581] : INFO : Epoch 1677 | loss: 0.0312281 | val_loss: 0.0312346 | Time: 1877.18 ms [2021-03-01 23:25:56 main:581] : INFO : Epoch 1678 | loss: 0.031229 | val_loss: 0.0312268 | Time: 1889.91 ms [2021-03-01 23:25:58 main:581] : INFO : Epoch 1679 | loss: 0.031228 | val_loss: 0.0312388 | Time: 1929.51 ms [2021-03-01 23:26:00 main:581] : INFO : Epoch 1680 | loss: 0.0312333 | val_loss: 0.031229 | Time: 1822.87 ms [2021-03-01 23:26:02 main:581] : INFO : Epoch 1681 | loss: 0.0312271 | val_loss: 0.0312279 | Time: 1874.62 ms [2021-03-01 23:26:04 main:581] : INFO : Epoch 1682 | loss: 0.0312262 | val_loss: 0.0312258 | Time: 1981.16 ms [2021-03-01 23:26:05 main:581] : INFO : Epoch 1683 | loss: 0.0312269 | val_loss: 0.0312271 | Time: 1881.61 ms [2021-03-01 23:26:07 main:581] : INFO : Epoch 1684 | loss: 0.0312273 | val_loss: 0.0312323 | Time: 1801.36 ms [2021-03-01 23:26:09 main:581] : INFO : Epoch 1685 | loss: 0.0312304 | val_loss: 0.0312273 | Time: 1899.87 ms [2021-03-01 23:26:11 main:581] : INFO : Epoch 1686 | loss: 0.0312265 | val_loss: 0.0312255 | Time: 1941.83 ms [2021-03-01 23:26:13 main:581] : INFO : Epoch 1687 | loss: 0.0312275 | val_loss: 0.0312327 | Time: 2100.4 ms [2021-03-01 23:26:15 main:581] : INFO : Epoch 1688 | loss: 0.0312322 | val_loss: 0.0312262 | Time: 1933.13 ms [2021-03-01 23:26:17 main:581] : INFO : Epoch 1689 | loss: 0.0312327 | val_loss: 0.031247 | Time: 1871.96 ms [2021-03-01 23:26:19 main:581] : INFO : Epoch 1690 | loss: 0.0312327 | val_loss: 0.0312379 | Time: 1987.74 ms [2021-03-01 23:26:21 main:581] : INFO : Epoch 1691 | loss: 0.0312275 | val_loss: 0.0312263 | Time: 1852.31 ms [2021-03-01 23:26:23 main:581] : INFO : Epoch 1692 | loss: 0.0312266 | val_loss: 0.0312282 | Time: 1906.53 ms [2021-03-01 23:26:25 main:581] : INFO : Epoch 1693 | loss: 0.0312259 | val_loss: 0.0312276 | Time: 1803.76 ms [2021-03-01 23:26:26 main:581] : INFO : Epoch 1694 | loss: 0.0312285 | val_loss: 0.0312279 | Time: 1912.26 ms [2021-03-01 23:26:28 main:581] : INFO : Epoch 1695 | loss: 0.0312283 | val_loss: 0.0312251 | Time: 1943.36 ms [2021-03-01 23:26:30 main:581] : INFO : Epoch 1696 | loss: 0.0312283 | val_loss: 0.0312253 | Time: 1935.65 ms [2021-03-01 23:26:32 main:581] : INFO : Epoch 1697 | loss: 0.0312283 | val_loss: 0.0312254 | Time: 1999.56 ms [2021-03-01 23:26:34 main:581] : INFO : Epoch 1698 | loss: 0.0312285 | val_loss: 0.0312385 | Time: 1873.11 ms [2021-03-01 23:26:36 main:581] : INFO : Epoch 1699 | loss: 0.0312288 | val_loss: 0.0312263 | Time: 1837.95 ms [2021-03-01 23:26:38 main:581] : INFO : Epoch 1700 | loss: 0.0312257 | val_loss: 0.0312256 | Time: 1928.78 ms [2021-03-01 23:26:40 main:581] : INFO : Epoch 1701 | loss: 0.0312285 | val_loss: 0.0312284 | Time: 1940.32 ms [2021-03-01 23:26:42 main:581] : INFO : Epoch 1702 | loss: 0.0312273 | val_loss: 0.0312262 | Time: 1992.45 ms [2021-03-01 23:26:44 main:581] : INFO : Epoch 1703 | loss: 0.0312281 | val_loss: 0.0312281 | Time: 1775.15 ms [2021-03-01 23:26:46 main:581] : INFO : Epoch 1704 | loss: 0.031227 | val_loss: 0.031229 | Time: 1955.3 ms [2021-03-01 23:26:48 main:581] : INFO : Epoch 1705 | loss: 0.0312278 | val_loss: 0.0312299 | Time: 1943.66 ms [2021-03-01 23:26:50 main:581] : INFO : Epoch 1706 | loss: 0.0312261 | val_loss: 0.0312248 | Time: 2045.65 ms [2021-03-01 23:26:51 main:581] : INFO : Epoch 1707 | loss: 0.0312282 | val_loss: 0.0312252 | Time: 1878.53 ms [2021-03-01 23:26:53 main:581] : INFO : Epoch 1708 | loss: 0.0312253 | val_loss: 0.0312254 | Time: 1887.71 ms [2021-03-01 23:26:55 main:581] : INFO : Epoch 1709 | loss: 0.0312251 | val_loss: 0.0312328 | Time: 2088.31 ms [2021-03-01 23:26:57 main:581] : INFO : Epoch 1710 | loss: 0.0312299 | val_loss: 0.0312242 | Time: 1868.01 ms [2021-03-01 23:26:59 main:581] : INFO : Epoch 1711 | loss: 0.0312301 | val_loss: 0.0312336 | Time: 2025.3 ms [2021-03-01 23:27:01 main:581] : INFO : Epoch 1712 | loss: 0.0312292 | val_loss: 0.0312252 | Time: 1886.27 ms [2021-03-01 23:27:03 main:581] : INFO : Epoch 1713 | loss: 0.0312271 | val_loss: 0.0312281 | Time: 2003.14 ms [2021-03-01 23:27:05 main:581] : INFO : Epoch 1714 | loss: 0.0312275 | val_loss: 0.0312267 | Time: 2093.79 ms [2021-03-01 23:27:07 main:581] : INFO : Epoch 1715 | loss: 0.0312253 | val_loss: 0.0312249 | Time: 2099.62 ms [2021-03-01 23:27:09 main:581] : INFO : Epoch 1716 | loss: 0.0312241 | val_loss: 0.0312269 | Time: 1945.18 ms [2021-03-01 23:27:11 main:581] : INFO : Epoch 1717 | loss: 0.0312245 | val_loss: 0.0312262 | Time: 1980.22 ms [2021-03-01 23:27:13 main:581] : INFO : Epoch 1718 | loss: 0.0312262 | val_loss: 0.0312259 | Time: 1967.2 ms [2021-03-01 23:27:15 main:581] : INFO : Epoch 1719 | loss: 0.0312244 | val_loss: 0.0312241 | Time: 1840.25 ms [2021-03-01 23:27:17 main:581] : INFO : Epoch 1720 | loss: 0.0312235 | val_loss: 0.0312236 | Time: 1953.23 ms [2021-03-01 23:27:19 main:581] : INFO : Epoch 1721 | loss: 0.0312264 | val_loss: 0.0312265 | Time: 1758.66 ms [2021-03-01 23:27:21 main:581] : INFO : Epoch 1722 | loss: 0.0312255 | val_loss: 0.0312253 | Time: 1846.14 ms [2021-03-01 23:27:23 main:581] : INFO : Epoch 1723 | loss: 0.0312251 | val_loss: 0.031226 | Time: 1924.95 ms [2021-03-01 23:27:24 main:581] : INFO : Epoch 1724 | loss: 0.0312308 | val_loss: 0.0312316 | Time: 1830.39 ms [2021-03-01 23:27:26 main:581] : INFO : Epoch 1725 | loss: 0.031227 | val_loss: 0.0312263 | Time: 1877.66 ms [2021-03-01 23:27:28 main:581] : INFO : Epoch 1726 | loss: 0.0312247 | val_loss: 0.0312245 | Time: 1937.64 ms [2021-03-01 23:27:30 main:581] : INFO : Epoch 1727 | loss: 0.0312241 | val_loss: 0.0312236 | Time: 1842.22 ms [2021-03-01 23:27:32 main:581] : INFO : Epoch 1728 | loss: 0.0312234 | val_loss: 0.0312264 | Time: 1924.27 ms [2021-03-01 23:27:34 main:581] : INFO : Epoch 1729 | loss: 0.0312239 | val_loss: 0.0312247 | Time: 1864.53 ms [2021-03-01 23:27:36 main:581] : INFO : Epoch 1730 | loss: 0.0312252 | val_loss: 0.0312274 | Time: 1840.48 ms [2021-03-01 23:27:38 main:581] : INFO : Epoch 1731 | loss: 0.0312258 | val_loss: 0.0312238 | Time: 2020.95 ms [2021-03-01 23:27:40 main:581] : INFO : Epoch 1732 | loss: 0.0312239 | val_loss: 0.0312265 | Time: 1950.04 ms [2021-03-01 23:27:42 main:581] : INFO : Epoch 1733 | loss: 0.0312239 | val_loss: 0.0312278 | Time: 1824.26 ms [2021-03-01 23:27:43 main:581] : INFO : Epoch 1734 | loss: 0.0312252 | val_loss: 0.0312272 | Time: 1744.64 ms [2021-03-01 23:27:45 main:581] : INFO : Epoch 1735 | loss: 0.0312244 | val_loss: 0.0312244 | Time: 1795.81 ms [2021-03-01 23:27:47 main:581] : INFO : Epoch 1736 | loss: 0.0312261 | val_loss: 0.0312242 | Time: 1855.91 ms [2021-03-01 23:27:49 main:581] : INFO : Epoch 1737 | loss: 0.0312259 | val_loss: 0.0312237 | Time: 1691.96 ms [2021-03-01 23:27:50 main:581] : INFO : Epoch 1738 | loss: 0.0312289 | val_loss: 0.0312276 | Time: 1784.85 ms [2021-03-01 23:27:52 main:581] : INFO : Epoch 1739 | loss: 0.0312267 | val_loss: 0.031228 | Time: 1872.33 ms [2021-03-01 23:27:54 main:581] : INFO : Epoch 1740 | loss: 0.0312254 | val_loss: 0.0312283 | Time: 1920.13 ms [2021-03-01 23:27:56 main:581] : INFO : Epoch 1741 | loss: 0.0312261 | val_loss: 0.0312236 | Time: 1907.72 ms [2021-03-01 23:27:58 main:581] : INFO : Epoch 1742 | loss: 0.0312252 | val_loss: 0.0312243 | Time: 1770.76 ms [2021-03-01 23:28:00 main:581] : INFO : Epoch 1743 | loss: 0.0312261 | val_loss: 0.0312241 | Time: 1662.5 ms [2021-03-01 23:28:01 main:581] : INFO : Epoch 1744 | loss: 0.0312258 | val_loss: 0.0312273 | Time: 1824.9 ms [2021-03-01 23:28:03 main:581] : INFO : Epoch 1745 | loss: 0.0312246 | val_loss: 0.0312245 | Time: 1773.54 ms [2021-03-01 23:28:05 main:581] : INFO : Epoch 1746 | loss: 0.0312249 | val_loss: 0.0312233 | Time: 1920.91 ms [2021-03-01 23:28:07 main:581] : INFO : Epoch 1747 | loss: 0.0312269 | val_loss: 0.0312245 | Time: 1822.67 ms [2021-03-01 23:28:09 main:581] : INFO : Epoch 1748 | loss: 0.0312267 | val_loss: 0.0312281 | Time: 1842.71 ms [2021-03-01 23:28:11 main:581] : INFO : Epoch 1749 | loss: 0.0312242 | val_loss: 0.0312231 | Time: 1832 ms [2021-03-01 23:28:12 main:581] : INFO : Epoch 1750 | loss: 0.031224 | val_loss: 0.0312236 | Time: 1752.09 ms [2021-03-01 23:28:14 main:581] : INFO : Epoch 1751 | loss: 0.0312239 | val_loss: 0.0312286 | Time: 1703.75 ms [2021-03-01 23:28:16 main:581] : INFO : Epoch 1752 | loss: 0.0312244 | val_loss: 0.0312254 | Time: 1936.03 ms [2021-03-01 23:28:18 main:581] : INFO : Epoch 1753 | loss: 0.0312245 | val_loss: 0.0312233 | Time: 1799.14 ms [2021-03-01 23:28:20 main:581] : INFO : Epoch 1754 | loss: 0.0312258 | val_loss: 0.0312239 | Time: 1851.21 ms [2021-03-01 23:28:21 main:581] : INFO : Epoch 1755 | loss: 0.0312239 | val_loss: 0.0312233 | Time: 1841 ms [2021-03-01 23:28:23 main:581] : INFO : Epoch 1756 | loss: 0.0312245 | val_loss: 0.0312257 | Time: 1940.5 ms [2021-03-01 23:28:25 main:581] : INFO : Epoch 1757 | loss: 0.0312238 | val_loss: 0.0312259 | Time: 2015.71 ms [2021-03-01 23:28:27 main:581] : INFO : Epoch 1758 | loss: 0.0312259 | val_loss: 0.031224 | Time: 1886.31 ms [2021-03-01 23:28:29 main:581] : INFO : Epoch 1759 | loss: 0.0312238 | val_loss: 0.0312312 | Time: 1947.45 ms [2021-03-01 23:28:31 main:581] : INFO : Epoch 1760 | loss: 0.0312283 | val_loss: 0.03123 | Time: 2117.72 ms [2021-03-01 23:28:33 main:581] : INFO : Epoch 1761 | loss: 0.0312261 | val_loss: 0.0312227 | Time: 1817.19 ms [2021-03-01 23:28:35 main:581] : INFO : Epoch 1762 | loss: 0.0312237 | val_loss: 0.0312236 | Time: 1834.53 ms [2021-03-01 23:28:37 main:581] : INFO : Epoch 1763 | loss: 0.0312242 | val_loss: 0.0312361 | Time: 1979.98 ms [2021-03-01 23:28:39 main:581] : INFO : Epoch 1764 | loss: 0.0312247 | val_loss: 0.031226 | Time: 1912.45 ms [2021-03-01 23:28:41 main:581] : INFO : Epoch 1765 | loss: 0.0312262 | val_loss: 0.031231 | Time: 1843.55 ms [2021-03-01 23:28:43 main:581] : INFO : Epoch 1766 | loss: 0.0312254 | val_loss: 0.031226 | Time: 1942.25 ms [2021-03-01 23:28:45 main:581] : INFO : Epoch 1767 | loss: 0.0312291 | val_loss: 0.0312343 | Time: 1903.5 ms [2021-03-01 23:28:47 main:581] : INFO : Epoch 1768 | loss: 0.0312256 | val_loss: 0.0312261 | Time: 1969.93 ms [2021-03-01 23:28:49 main:581] : INFO : Epoch 1769 | loss: 0.031223 | val_loss: 0.0312227 | Time: 1960.52 ms [2021-03-01 23:28:51 main:581] : INFO : Epoch 1770 | loss: 0.031222 | val_loss: 0.031223 | Time: 2058.4 ms [2021-03-01 23:28:53 main:581] : INFO : Epoch 1771 | loss: 0.031223 | val_loss: 0.0312284 | Time: 1888.11 ms [2021-03-01 23:28:54 main:581] : INFO : Epoch 1772 | loss: 0.0312232 | val_loss: 0.0312228 | Time: 1867.04 ms [2021-03-01 23:28:56 main:581] : INFO : Epoch 1773 | loss: 0.0312243 | val_loss: 0.0312318 | Time: 1900.59 ms [2021-03-01 23:28:58 main:581] : INFO : Epoch 1774 | loss: 0.031229 | val_loss: 0.0312344 | Time: 1989.34 ms [2021-03-01 23:29:00 main:581] : INFO : Epoch 1775 | loss: 0.0312282 | val_loss: 0.0312256 | Time: 2000.99 ms [2021-03-01 23:29:02 main:581] : INFO : Epoch 1776 | loss: 0.0312252 | val_loss: 0.0312233 | Time: 1990.77 ms [2021-03-01 23:29:04 main:581] : INFO : Epoch 1777 | loss: 0.031224 | val_loss: 0.0312223 | Time: 1798.91 ms [2021-03-01 23:29:06 main:581] : INFO : Epoch 1778 | loss: 0.0312231 | val_loss: 0.0312229 | Time: 1821.29 ms [2021-03-01 23:29:08 main:581] : INFO : Epoch 1779 | loss: 0.0312226 | val_loss: 0.0312221 | Time: 2010.78 ms [2021-03-01 23:29:10 main:581] : INFO : Epoch 1780 | loss: 0.0312283 | val_loss: 0.0312254 | Time: 1851.9 ms [2021-03-01 23:29:12 main:581] : INFO : Epoch 1781 | loss: 0.031228 | val_loss: 0.0312244 | Time: 1820.6 ms [2021-03-01 23:29:13 main:581] : INFO : Epoch 1782 | loss: 0.0312259 | val_loss: 0.0312238 | Time: 1870.66 ms [2021-03-01 23:29:15 main:581] : INFO : Epoch 1783 | loss: 0.0312256 | val_loss: 0.0312258 | Time: 2011.03 ms [2021-03-01 23:29:17 main:581] : INFO : Epoch 1784 | loss: 0.031225 | val_loss: 0.0312243 | Time: 1878.19 ms [2021-03-01 23:29:19 main:581] : INFO : Epoch 1785 | loss: 0.0312248 | val_loss: 0.0312281 | Time: 1910.79 ms [2021-03-01 23:29:21 main:581] : INFO : Epoch 1786 | loss: 0.031225 | val_loss: 0.031222 | Time: 2036.35 ms [2021-03-01 23:29:23 main:581] : INFO : Epoch 1787 | loss: 0.0312233 | val_loss: 0.0312257 | Time: 1810.1 ms [2021-03-01 23:29:25 main:581] : INFO : Epoch 1788 | loss: 0.0312231 | val_loss: 0.031222 | Time: 1905.21 ms [2021-03-01 23:29:27 main:581] : INFO : Epoch 1789 | loss: 0.0312238 | val_loss: 0.0312228 | Time: 1835.71 ms [2021-03-01 23:29:29 main:581] : INFO : Epoch 1790 | loss: 0.0312244 | val_loss: 0.0312299 | Time: 1886.45 ms [2021-03-01 23:29:30 main:581] : INFO : Epoch 1791 | loss: 0.0312242 | val_loss: 0.031227 | Time: 1781.58 ms [2021-03-01 23:29:32 main:581] : INFO : Epoch 1792 | loss: 0.031222 | val_loss: 0.0312219 | Time: 1890.42 ms [2021-03-01 23:29:34 main:581] : INFO : Epoch 1793 | loss: 0.0312229 | val_loss: 0.0312233 | Time: 1929.84 ms [2021-03-01 23:29:36 main:581] : INFO : Epoch 1794 | loss: 0.0312224 | val_loss: 0.0312219 | Time: 1842.31 ms [2021-03-01 23:29:38 main:581] : INFO : Epoch 1795 | loss: 0.0312229 | val_loss: 0.0312282 | Time: 1952.21 ms [2021-03-01 23:29:40 main:581] : INFO : Epoch 1796 | loss: 0.0312271 | val_loss: 0.0312284 | Time: 1885.71 ms [2021-03-01 23:29:42 main:581] : INFO : Epoch 1797 | loss: 0.0312246 | val_loss: 0.0312292 | Time: 1869.73 ms [2021-03-01 23:29:44 main:581] : INFO : Epoch 1798 | loss: 0.0312223 | val_loss: 0.0312228 | Time: 2000.41 ms [2021-03-01 23:29:46 main:581] : INFO : Epoch 1799 | loss: 0.0312246 | val_loss: 0.0312235 | Time: 2003.87 ms [2021-03-01 23:29:48 main:581] : INFO : Epoch 1800 | loss: 0.031222 | val_loss: 0.0312317 | Time: 1922.21 ms [2021-03-01 23:29:50 main:581] : INFO : Epoch 1801 | loss: 0.031223 | val_loss: 0.0312214 | Time: 2059.16 ms [2021-03-01 23:29:52 main:581] : INFO : Epoch 1802 | loss: 0.0312214 | val_loss: 0.0312215 | Time: 1970.03 ms [2021-03-01 23:29:54 main:581] : INFO : Epoch 1803 | loss: 0.0312218 | val_loss: 0.0312221 | Time: 1986.79 ms [2021-03-01 23:29:56 main:581] : INFO : Epoch 1804 | loss: 0.0312227 | val_loss: 0.0312241 | Time: 2012.18 ms [2021-03-01 23:29:58 main:581] : INFO : Epoch 1805 | loss: 0.0312233 | val_loss: 0.0312285 | Time: 1780.86 ms [2021-03-01 23:29:59 main:581] : INFO : Epoch 1806 | loss: 0.0312219 | val_loss: 0.0312228 | Time: 1873.11 ms [2021-03-01 23:30:01 main:581] : INFO : Epoch 1807 | loss: 0.031224 | val_loss: 0.0312265 | Time: 1948.5 ms [2021-03-01 23:30:03 main:581] : INFO : Epoch 1808 | loss: 0.0312236 | val_loss: 0.0312226 | Time: 1939.14 ms [2021-03-01 23:30:05 main:581] : INFO : Epoch 1809 | loss: 0.0312246 | val_loss: 0.0312371 | Time: 1827.78 ms [2021-03-01 23:30:07 main:581] : INFO : Epoch 1810 | loss: 0.0312249 | val_loss: 0.0312234 | Time: 2123.75 ms [2021-03-01 23:30:09 main:581] : INFO : Epoch 1811 | loss: 0.0312265 | val_loss: 0.0312248 | Time: 2073.79 ms [2021-03-01 23:30:11 main:581] : INFO : Epoch 1812 | loss: 0.0312233 | val_loss: 0.031223 | Time: 1788.6 ms [2021-03-01 23:30:13 main:581] : INFO : Epoch 1813 | loss: 0.0312221 | val_loss: 0.0312213 | Time: 1860.98 ms [2021-03-01 23:30:15 main:581] : INFO : Epoch 1814 | loss: 0.0312234 | val_loss: 0.0312343 | Time: 1840.46 ms [2021-03-01 23:30:17 main:581] : INFO : Epoch 1815 | loss: 0.0312235 | val_loss: 0.0312244 | Time: 1909.01 ms [2021-03-01 23:30:19 main:581] : INFO : Epoch 1816 | loss: 0.0312225 | val_loss: 0.0312247 | Time: 1936.38 ms [2021-03-01 23:30:21 main:581] : INFO : Epoch 1817 | loss: 0.0312254 | val_loss: 0.031222 | Time: 1997.5 ms [2021-03-01 23:30:23 main:581] : INFO : Epoch 1818 | loss: 0.031223 | val_loss: 0.0312253 | Time: 1844.53 ms [2021-03-01 23:30:24 main:581] : INFO : Epoch 1819 | loss: 0.0312236 | val_loss: 0.0312226 | Time: 1901.87 ms [2021-03-01 23:30:26 main:581] : INFO : Epoch 1820 | loss: 0.0312237 | val_loss: 0.0312277 | Time: 1906.78 ms [2021-03-01 23:30:28 main:581] : INFO : Epoch 1821 | loss: 0.0312261 | val_loss: 0.031225 | Time: 1894.43 ms [2021-03-01 23:30:30 main:581] : INFO : Epoch 1822 | loss: 0.0312274 | val_loss: 0.0312305 | Time: 1892.74 ms [2021-03-01 23:30:32 main:581] : INFO : Epoch 1823 | loss: 0.0312241 | val_loss: 0.0312218 | Time: 1883.11 ms [2021-03-01 23:30:34 main:581] : INFO : Epoch 1824 | loss: 0.0312243 | val_loss: 0.0312263 | Time: 1844.15 ms [2021-03-01 23:30:36 main:581] : INFO : Epoch 1825 | loss: 0.0312255 | val_loss: 0.031229 | Time: 1904.58 ms [2021-03-01 23:30:38 main:581] : INFO : Epoch 1826 | loss: 0.0312234 | val_loss: 0.0312239 | Time: 1931.24 ms [2021-03-01 23:30:40 main:581] : INFO : Epoch 1827 | loss: 0.0312219 | val_loss: 0.0312228 | Time: 1954.99 ms [2021-03-01 23:30:42 main:581] : INFO : Epoch 1828 | loss: 0.0312237 | val_loss: 0.0312219 | Time: 2006.77 ms [2021-03-01 23:30:44 main:581] : INFO : Epoch 1829 | loss: 0.031222 | val_loss: 0.0312211 | Time: 1940.75 ms [2021-03-01 23:30:46 main:581] : INFO : Epoch 1830 | loss: 0.0312245 | val_loss: 0.0312278 | Time: 1876.77 ms [2021-03-01 23:30:47 main:581] : INFO : Epoch 1831 | loss: 0.0312221 | val_loss: 0.0312219 | Time: 1850.16 ms [2021-03-01 23:30:49 main:581] : INFO : Epoch 1832 | loss: 0.0312239 | val_loss: 0.0312272 | Time: 2054.74 ms [2021-03-01 23:30:51 main:581] : INFO : Epoch 1833 | loss: 0.0312226 | val_loss: 0.0312213 | Time: 2004.93 ms [2021-03-01 23:30:53 main:581] : INFO : Epoch 1834 | loss: 0.0312215 | val_loss: 0.0312235 | Time: 1927.41 ms [2021-03-01 23:30:55 main:581] : INFO : Epoch 1835 | loss: 0.0312224 | val_loss: 0.0312233 | Time: 1817.89 ms [2021-03-01 23:30:57 main:581] : INFO : Epoch 1836 | loss: 0.0312213 | val_loss: 0.0312252 | Time: 1902.45 ms [2021-03-01 23:30:59 main:581] : INFO : Epoch 1837 | loss: 0.0312227 | val_loss: 0.0312211 | Time: 1967.48 ms [2021-03-01 23:31:01 main:581] : INFO : Epoch 1838 | loss: 0.0312243 | val_loss: 0.0312237 | Time: 1979.21 ms [2021-03-01 23:31:03 main:581] : INFO : Epoch 1839 | loss: 0.0312228 | val_loss: 0.0312218 | Time: 1800.69 ms [2021-03-01 23:31:05 main:581] : INFO : Epoch 1840 | loss: 0.0312228 | val_loss: 0.0312241 | Time: 1820.7 ms [2021-03-01 23:31:06 main:581] : INFO : Epoch 1841 | loss: 0.0312225 | val_loss: 0.0312273 | Time: 1724.39 ms [2021-03-01 23:31:08 main:581] : INFO : Epoch 1842 | loss: 0.0312249 | val_loss: 0.0312232 | Time: 2041.86 ms [2021-03-01 23:31:10 main:581] : INFO : Epoch 1843 | loss: 0.031223 | val_loss: 0.0312216 | Time: 1970.09 ms [2021-03-01 23:31:12 main:581] : INFO : Epoch 1844 | loss: 0.0312217 | val_loss: 0.031222 | Time: 2012.41 ms [2021-03-01 23:31:14 main:581] : INFO : Epoch 1845 | loss: 0.0312248 | val_loss: 0.031224 | Time: 2042.78 ms [2021-03-01 23:31:17 main:581] : INFO : Epoch 1846 | loss: 0.0312219 | val_loss: 0.0312218 | Time: 2159.6 ms [2021-03-01 23:31:19 main:581] : INFO : Epoch 1847 | loss: 0.0312227 | val_loss: 0.0312252 | Time: 1965.85 ms [2021-03-01 23:31:21 main:581] : INFO : Epoch 1848 | loss: 0.0312256 | val_loss: 0.0312415 | Time: 2084.31 ms [2021-03-01 23:31:23 main:581] : INFO : Epoch 1849 | loss: 0.0312322 | val_loss: 0.0312279 | Time: 1936.16 ms [2021-03-01 23:31:24 main:581] : INFO : Epoch 1850 | loss: 0.0312228 | val_loss: 0.0312226 | Time: 1834.5 ms [2021-03-01 23:31:26 main:581] : INFO : Epoch 1851 | loss: 0.0312223 | val_loss: 0.0312232 | Time: 2054.32 ms [2021-03-01 23:31:28 main:581] : INFO : Epoch 1852 | loss: 0.0312214 | val_loss: 0.0312209 | Time: 1933.34 ms [2021-03-01 23:31:30 main:581] : INFO : Epoch 1853 | loss: 0.0312214 | val_loss: 0.031222 | Time: 1885.53 ms [2021-03-01 23:31:32 main:581] : INFO : Epoch 1854 | loss: 0.0312234 | val_loss: 0.0312216 | Time: 1906.39 ms [2021-03-01 23:31:34 main:581] : INFO : Epoch 1855 | loss: 0.0312211 | val_loss: 0.0312223 | Time: 2017.27 ms [2021-03-01 23:31:36 main:581] : INFO : Epoch 1856 | loss: 0.0312203 | val_loss: 0.031222 | Time: 1885.51 ms [2021-03-01 23:31:38 main:581] : INFO : Epoch 1857 | loss: 0.0312228 | val_loss: 0.0312228 | Time: 1933.76 ms [2021-03-01 23:31:40 main:581] : INFO : Epoch 1858 | loss: 0.0312213 | val_loss: 0.0312229 | Time: 1836.42 ms [2021-03-01 23:31:42 main:581] : INFO : Epoch 1859 | loss: 0.031224 | val_loss: 0.0312303 | Time: 1775.91 ms [2021-03-01 23:31:44 main:581] : INFO : Epoch 1860 | loss: 0.031225 | val_loss: 0.0312227 | Time: 1944.19 ms [2021-03-01 23:31:45 main:581] : INFO : Epoch 1861 | loss: 0.0312244 | val_loss: 0.0312357 | Time: 1780.78 ms [2021-03-01 23:31:47 main:581] : INFO : Epoch 1862 | loss: 0.0312251 | val_loss: 0.0312231 | Time: 1882.4 ms [2021-03-01 23:31:49 main:581] : INFO : Epoch 1863 | loss: 0.0312222 | val_loss: 0.0312266 | Time: 2067.27 ms [2021-03-01 23:31:51 main:581] : INFO : Epoch 1864 | loss: 0.0312237 | val_loss: 0.0312232 | Time: 1958.68 ms [2021-03-01 23:31:53 main:581] : INFO : Epoch 1865 | loss: 0.0312318 | val_loss: 0.0312292 | Time: 1777.58 ms [2021-03-01 23:31:55 main:581] : INFO : Epoch 1866 | loss: 0.0312271 | val_loss: 0.0312212 | Time: 1909.3 ms [2021-03-01 23:31:57 main:581] : INFO : Epoch 1867 | loss: 0.0312277 | val_loss: 0.0312408 | Time: 1771.52 ms [2021-03-01 23:31:59 main:581] : INFO : Epoch 1868 | loss: 0.0312293 | val_loss: 0.0312248 | Time: 1776.46 ms [2021-03-01 23:32:00 main:581] : INFO : Epoch 1869 | loss: 0.0312236 | val_loss: 0.0312262 | Time: 1818.37 ms [2021-03-01 23:32:02 main:581] : INFO : Epoch 1870 | loss: 0.0312224 | val_loss: 0.0312229 | Time: 1852.38 ms [2021-03-01 23:32:04 main:581] : INFO : Epoch 1871 | loss: 0.0312257 | val_loss: 0.0312256 | Time: 1827.74 ms [2021-03-01 23:32:06 main:581] : INFO : Epoch 1872 | loss: 0.0312226 | val_loss: 0.0312259 | Time: 1937.52 ms [2021-03-01 23:32:08 main:581] : INFO : Epoch 1873 | loss: 0.0312228 | val_loss: 0.0312211 | Time: 1915.21 ms [2021-03-01 23:32:10 main:581] : INFO : Epoch 1874 | loss: 0.0312219 | val_loss: 0.0312223 | Time: 1879.95 ms [2021-03-01 23:32:12 main:581] : INFO : Epoch 1875 | loss: 0.0312271 | val_loss: 0.0312204 | Time: 1885.45 ms [2021-03-01 23:32:14 main:581] : INFO : Epoch 1876 | loss: 0.0312225 | val_loss: 0.0312202 | Time: 1917 ms [2021-03-01 23:32:15 main:581] : INFO : Epoch 1877 | loss: 0.0312231 | val_loss: 0.0312255 | Time: 1894.65 ms [2021-03-01 23:32:17 main:581] : INFO : Epoch 1878 | loss: 0.0312243 | val_loss: 0.0312227 | Time: 1969.07 ms [2021-03-01 23:32:19 main:581] : INFO : Epoch 1879 | loss: 0.0312214 | val_loss: 0.031222 | Time: 1734.84 ms [2021-03-01 23:32:21 main:581] : INFO : Epoch 1880 | loss: 0.0312232 | val_loss: 0.0312205 | Time: 1867.42 ms [2021-03-01 23:32:23 main:581] : INFO : Epoch 1881 | loss: 0.031223 | val_loss: 0.0312258 | Time: 1959.56 ms [2021-03-01 23:32:25 main:581] : INFO : Epoch 1882 | loss: 0.0312268 | val_loss: 0.0312216 | Time: 2001.61 ms [2021-03-01 23:32:27 main:581] : INFO : Epoch 1883 | loss: 0.0312211 | val_loss: 0.0312206 | Time: 1854.82 ms [2021-03-01 23:32:29 main:581] : INFO : Epoch 1884 | loss: 0.0312204 | val_loss: 0.031221 | Time: 1983.59 ms [2021-03-01 23:32:31 main:581] : INFO : Epoch 1885 | loss: 0.0312203 | val_loss: 0.0312209 | Time: 1903.48 ms [2021-03-01 23:32:33 main:581] : INFO : Epoch 1886 | loss: 0.0312211 | val_loss: 0.0312204 | Time: 1926.19 ms [2021-03-01 23:32:35 main:581] : INFO : Epoch 1887 | loss: 0.0312208 | val_loss: 0.0312311 | Time: 1899.99 ms [2021-03-01 23:32:37 main:581] : INFO : Epoch 1888 | loss: 0.0312221 | val_loss: 0.03122 | Time: 1940.85 ms [2021-03-01 23:32:38 main:581] : INFO : Epoch 1889 | loss: 0.0312198 | val_loss: 0.0312202 | Time: 1961.66 ms [2021-03-01 23:32:40 main:581] : INFO : Epoch 1890 | loss: 0.0312218 | val_loss: 0.031225 | Time: 2021.25 ms [2021-03-01 23:32:42 main:581] : INFO : Epoch 1891 | loss: 0.0312336 | val_loss: 0.0312273 | Time: 1996.52 ms [2021-03-01 23:32:44 main:581] : INFO : Epoch 1892 | loss: 0.0312275 | val_loss: 0.0312287 | Time: 1890.16 ms [2021-03-01 23:32:46 main:581] : INFO : Epoch 1893 | loss: 0.0312251 | val_loss: 0.0312202 | Time: 1949.5 ms [2021-03-01 23:32:48 main:581] : INFO : Epoch 1894 | loss: 0.0312222 | val_loss: 0.0312202 | Time: 1771.3 ms [2021-03-01 23:32:50 main:581] : INFO : Epoch 1895 | loss: 0.0312244 | val_loss: 0.0312251 | Time: 1861.89 ms [2021-03-01 23:32:52 main:581] : INFO : Epoch 1896 | loss: 0.0312221 | val_loss: 0.0312223 | Time: 1948.9 ms [2021-03-01 23:32:54 main:581] : INFO : Epoch 1897 | loss: 0.0312216 | val_loss: 0.0312276 | Time: 1858.74 ms [2021-03-01 23:32:56 main:581] : INFO : Epoch 1898 | loss: 0.0312258 | val_loss: 0.0312201 | Time: 1966.96 ms [2021-03-01 23:32:58 main:581] : INFO : Epoch 1899 | loss: 0.0312241 | val_loss: 0.0312207 | Time: 2073.07 ms [2021-03-01 23:33:00 main:581] : INFO : Epoch 1900 | loss: 0.0312234 | val_loss: 0.0312206 | Time: 1850.26 ms [2021-03-01 23:33:02 main:581] : INFO : Epoch 1901 | loss: 0.0312227 | val_loss: 0.0312198 | Time: 1919.02 ms [2021-03-01 23:33:03 main:581] : INFO : Epoch 1902 | loss: 0.0312225 | val_loss: 0.0312209 | Time: 1803.68 ms [2021-03-01 23:33:05 main:581] : INFO : Epoch 1903 | loss: 0.0312251 | val_loss: 0.0312225 | Time: 1760.03 ms [2021-03-01 23:33:07 main:581] : INFO : Epoch 1904 | loss: 0.0312218 | val_loss: 0.0312199 | Time: 1836.37 ms [2021-03-01 23:33:09 main:581] : INFO : Epoch 1905 | loss: 0.0312212 | val_loss: 0.0312204 | Time: 1832.08 ms [2021-03-01 23:33:11 main:581] : INFO : Epoch 1906 | loss: 0.0312217 | val_loss: 0.031228 | Time: 1877.23 ms [2021-03-01 23:33:13 main:581] : INFO : Epoch 1907 | loss: 0.0312261 | val_loss: 0.0312231 | Time: 2083.78 ms [2021-03-01 23:33:15 main:581] : INFO : Epoch 1908 | loss: 0.0312224 | val_loss: 0.0312291 | Time: 2096.63 ms [2021-03-01 23:33:17 main:581] : INFO : Epoch 1909 | loss: 0.0312242 | val_loss: 0.0312202 | Time: 1985.43 ms [2021-03-01 23:33:19 main:581] : INFO : Epoch 1910 | loss: 0.0312276 | val_loss: 0.0312233 | Time: 1931.95 ms [2021-03-01 23:33:21 main:581] : INFO : Epoch 1911 | loss: 0.0312229 | val_loss: 0.0312291 | Time: 1895.84 ms [2021-03-01 23:33:22 main:581] : INFO : Epoch 1912 | loss: 0.031226 | val_loss: 0.0312264 | Time: 1814.81 ms [2021-03-01 23:33:24 main:581] : INFO : Epoch 1913 | loss: 0.0312221 | val_loss: 0.0312195 | Time: 1705.4 ms [2021-03-01 23:33:26 main:581] : INFO : Epoch 1914 | loss: 0.0312215 | val_loss: 0.0312213 | Time: 1885.86 ms [2021-03-01 23:33:28 main:581] : INFO : Epoch 1915 | loss: 0.031221 | val_loss: 0.0312194 | Time: 1928.56 ms [2021-03-01 23:33:30 main:581] : INFO : Epoch 1916 | loss: 0.0312214 | val_loss: 0.031224 | Time: 1879.25 ms [2021-03-01 23:33:32 main:581] : INFO : Epoch 1917 | loss: 0.0312236 | val_loss: 0.0312219 | Time: 1966.58 ms [2021-03-01 23:33:34 main:581] : INFO : Epoch 1918 | loss: 0.0312233 | val_loss: 0.031224 | Time: 1962.97 ms [2021-03-01 23:33:36 main:581] : INFO : Epoch 1919 | loss: 0.0312238 | val_loss: 0.0312335 | Time: 1887.22 ms [2021-03-01 23:33:38 main:581] : INFO : Epoch 1920 | loss: 0.0312289 | val_loss: 0.0312204 | Time: 1947.07 ms [2021-03-01 23:33:40 main:581] : INFO : Epoch 1921 | loss: 0.031228 | val_loss: 0.0312568 | Time: 2004.05 ms [2021-03-01 23:33:42 main:581] : INFO : Epoch 1922 | loss: 0.0312348 | val_loss: 0.0312221 | Time: 1960.07 ms [2021-03-01 23:33:44 main:581] : INFO : Epoch 1923 | loss: 0.0312264 | val_loss: 0.0312254 | Time: 1964.63 ms [2021-03-01 23:33:46 main:581] : INFO : Epoch 1924 | loss: 0.0312269 | val_loss: 0.0312275 | Time: 1948.27 ms [2021-03-01 23:33:48 main:581] : INFO : Epoch 1925 | loss: 0.0312278 | val_loss: 0.0312256 | Time: 2092.85 ms [2021-03-01 23:33:50 main:581] : INFO : Epoch 1926 | loss: 0.0312256 | val_loss: 0.0312206 | Time: 2047.5 ms [2021-03-01 23:33:52 main:581] : INFO : Epoch 1927 | loss: 0.0312211 | val_loss: 0.0312213 | Time: 1897.3 ms [2021-03-01 23:33:54 main:581] : INFO : Epoch 1928 | loss: 0.0312208 | val_loss: 0.0312227 | Time: 1999.36 ms [2021-03-01 23:33:55 main:581] : INFO : Epoch 1929 | loss: 0.0312216 | val_loss: 0.0312197 | Time: 1807.97 ms [2021-03-01 23:33:57 main:581] : INFO : Epoch 1930 | loss: 0.0312203 | val_loss: 0.0312203 | Time: 2025.74 ms [2021-03-01 23:33:59 main:581] : INFO : Epoch 1931 | loss: 0.0312205 | val_loss: 0.0312198 | Time: 1852.14 ms [2021-03-01 23:34:01 main:581] : INFO : Epoch 1932 | loss: 0.0312201 | val_loss: 0.0312198 | Time: 2024.41 ms [2021-03-01 23:34:03 main:581] : INFO : Epoch 1933 | loss: 0.0312226 | val_loss: 0.0312223 | Time: 1987.04 ms [2021-03-01 23:34:05 main:581] : INFO : Epoch 1934 | loss: 0.0312226 | val_loss: 0.031221 | Time: 1865.07 ms [2021-03-01 23:34:07 main:581] : INFO : Epoch 1935 | loss: 0.0312215 | val_loss: 0.0312226 | Time: 1851.69 ms [2021-03-01 23:34:09 main:581] : INFO : Epoch 1936 | loss: 0.0312207 | val_loss: 0.0312221 | Time: 1722.97 ms [2021-03-01 23:34:11 main:581] : INFO : Epoch 1937 | loss: 0.0312214 | val_loss: 0.0312229 | Time: 1817.95 ms [2021-03-01 23:34:12 main:581] : INFO : Epoch 1938 | loss: 0.0312256 | val_loss: 0.0312228 | Time: 1793.6 ms [2021-03-01 23:34:14 main:581] : INFO : Epoch 1939 | loss: 0.0312212 | val_loss: 0.031223 | Time: 1808.2 ms [2021-03-01 23:34:16 main:581] : INFO : Epoch 1940 | loss: 0.0312235 | val_loss: 0.0312245 | Time: 1939.75 ms [2021-03-01 23:34:18 main:581] : INFO : Epoch 1941 | loss: 0.0312295 | val_loss: 0.0312221 | Time: 1956.63 ms [2021-03-01 23:34:20 main:581] : INFO : Epoch 1942 | loss: 0.0312265 | val_loss: 0.0312279 | Time: 1694 ms [2021-03-01 23:34:22 main:581] : INFO : Epoch 1943 | loss: 0.031227 | val_loss: 0.0312242 | Time: 2031.47 ms [2021-03-01 23:34:24 main:581] : INFO : Epoch 1944 | loss: 0.0312215 | val_loss: 0.0312198 | Time: 1988.1 ms [2021-03-01 23:34:26 main:581] : INFO : Epoch 1945 | loss: 0.0312219 | val_loss: 0.0312224 | Time: 1918.86 ms [2021-03-01 23:34:28 main:581] : INFO : Epoch 1946 | loss: 0.0312217 | val_loss: 0.0312212 | Time: 1925.96 ms [2021-03-01 23:34:29 main:581] : INFO : Epoch 1947 | loss: 0.0312197 | val_loss: 0.0312191 | Time: 1873.25 ms [2021-03-01 23:34:31 main:581] : INFO : Epoch 1948 | loss: 0.0312199 | val_loss: 0.0312238 | Time: 1865 ms [2021-03-01 23:34:33 main:581] : INFO : Epoch 1949 | loss: 0.031223 | val_loss: 0.0312196 | Time: 2040.44 ms [2021-03-01 23:34:35 main:581] : INFO : Epoch 1950 | loss: 0.0312259 | val_loss: 0.0312314 | Time: 2049.02 ms [2021-03-01 23:34:37 main:581] : INFO : Epoch 1951 | loss: 0.0312275 | val_loss: 0.0312278 | Time: 1870.61 ms [2021-03-01 23:34:39 main:581] : INFO : Epoch 1952 | loss: 0.0312224 | val_loss: 0.0312199 | Time: 1886.94 ms [2021-03-01 23:34:41 main:581] : INFO : Epoch 1953 | loss: 0.0312199 | val_loss: 0.0312199 | Time: 2101.84 ms [2021-03-01 23:34:43 main:581] : INFO : Epoch 1954 | loss: 0.0312208 | val_loss: 0.0312201 | Time: 1798.59 ms [2021-03-01 23:34:45 main:581] : INFO : Epoch 1955 | loss: 0.0312229 | val_loss: 0.0312241 | Time: 1968.84 ms [2021-03-01 23:34:47 main:581] : INFO : Epoch 1956 | loss: 0.0312233 | val_loss: 0.0312205 | Time: 1981.75 ms [2021-03-01 23:34:49 main:581] : INFO : Epoch 1957 | loss: 0.0312235 | val_loss: 0.0312229 | Time: 1841.11 ms [2021-03-01 23:34:51 main:581] : INFO : Epoch 1958 | loss: 0.0312279 | val_loss: 0.0312286 | Time: 2036.58 ms [2021-03-01 23:34:53 main:581] : INFO : Epoch 1959 | loss: 0.0312245 | val_loss: 0.0312217 | Time: 2053.72 ms [2021-03-01 23:34:55 main:581] : INFO : Epoch 1960 | loss: 0.0312217 | val_loss: 0.0312205 | Time: 1836.54 ms [2021-03-01 23:34:57 main:581] : INFO : Epoch 1961 | loss: 0.031222 | val_loss: 0.0312305 | Time: 1887.7 ms [2021-03-01 23:34:59 main:581] : INFO : Epoch 1962 | loss: 0.0312243 | val_loss: 0.0312199 | Time: 2005.99 ms [2021-03-01 23:35:00 main:581] : INFO : Epoch 1963 | loss: 0.0312229 | val_loss: 0.0312244 | Time: 1725.42 ms [2021-03-01 23:35:02 main:581] : INFO : Epoch 1964 | loss: 0.0312227 | val_loss: 0.0312226 | Time: 1776.36 ms [2021-03-01 23:35:04 main:581] : INFO : Epoch 1965 | loss: 0.0312225 | val_loss: 0.0312193 | Time: 1775.14 ms [2021-03-01 23:35:06 main:581] : INFO : Epoch 1966 | loss: 0.0312218 | val_loss: 0.0312196 | Time: 1832.23 ms [2021-03-01 23:35:08 main:581] : INFO : Epoch 1967 | loss: 0.0312238 | val_loss: 0.0312205 | Time: 2029.47 ms [2021-03-01 23:35:10 main:581] : INFO : Epoch 1968 | loss: 0.0312208 | val_loss: 0.0312213 | Time: 1970.56 ms [2021-03-01 23:35:12 main:581] : INFO : Epoch 1969 | loss: 0.0312206 | val_loss: 0.0312224 | Time: 1914.98 ms [2021-03-01 23:35:14 main:581] : INFO : Epoch 1970 | loss: 0.031221 | val_loss: 0.0312202 | Time: 2017.96 ms [2021-03-01 23:35:16 main:581] : INFO : Epoch 1971 | loss: 0.0312216 | val_loss: 0.031223 | Time: 1797.1 ms [2021-03-01 23:35:17 main:581] : INFO : Epoch 1972 | loss: 0.0312211 | val_loss: 0.0312193 | Time: 1690.04 ms [2021-03-01 23:35:19 main:581] : INFO : Epoch 1973 | loss: 0.0312241 | val_loss: 0.0312303 | Time: 1845.84 ms [2021-03-01 23:35:21 main:581] : INFO : Epoch 1974 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 2005.69 ms [2021-03-01 23:35:23 main:581] : INFO : Epoch 1975 | loss: 0.0312217 | val_loss: 0.0312376 | Time: 1945.09 ms [2021-03-01 23:35:25 main:581] : INFO : Epoch 1976 | loss: 0.0312253 | val_loss: 0.0312199 | Time: 2009.82 ms [2021-03-01 23:35:27 main:581] : INFO : Epoch 1977 | loss: 0.0312226 | val_loss: 0.0312194 | Time: 1873.52 ms [2021-03-01 23:35:29 main:581] : INFO : Epoch 1978 | loss: 0.0312222 | val_loss: 0.0312196 | Time: 1859.46 ms [2021-03-01 23:35:31 main:581] : INFO : Epoch 1979 | loss: 0.0312209 | val_loss: 0.0312199 | Time: 1921.09 ms [2021-03-01 23:35:33 main:581] : INFO : Epoch 1980 | loss: 0.0312207 | val_loss: 0.0312192 | Time: 2079.43 ms [2021-03-01 23:35:35 main:581] : INFO : Epoch 1981 | loss: 0.0312249 | val_loss: 0.0312248 | Time: 1815.58 ms [2021-03-01 23:35:36 main:581] : INFO : Epoch 1982 | loss: 0.0312253 | val_loss: 0.0312201 | Time: 1826.91 ms [2021-03-01 23:35:38 main:581] : INFO : Epoch 1983 | loss: 0.0312227 | val_loss: 0.0312355 | Time: 2005.24 ms [2021-03-01 23:35:40 main:581] : INFO : Epoch 1984 | loss: 0.0312256 | val_loss: 0.0312214 | Time: 1757.54 ms [2021-03-01 23:35:42 main:581] : INFO : Epoch 1985 | loss: 0.0312221 | val_loss: 0.031224 | Time: 1802.25 ms [2021-03-01 23:35:44 main:581] : INFO : Epoch 1986 | loss: 0.0312232 | val_loss: 0.031219 | Time: 2094.59 ms [2021-03-01 23:35:46 main:581] : INFO : Epoch 1987 | loss: 0.0312205 | val_loss: 0.0312205 | Time: 2061.61 ms [2021-03-01 23:35:48 main:581] : INFO : Epoch 1988 | loss: 0.0312222 | val_loss: 0.0312215 | Time: 1989.82 ms [2021-03-01 23:35:50 main:581] : INFO : Epoch 1989 | loss: 0.0312204 | val_loss: 0.0312191 | Time: 1975.83 ms [2021-03-01 23:35:52 main:581] : INFO : Epoch 1990 | loss: 0.0312215 | val_loss: 0.0312202 | Time: 1767.37 ms [2021-03-01 23:35:54 main:581] : INFO : Epoch 1991 | loss: 0.0312218 | val_loss: 0.0312198 | Time: 1905.8 ms [2021-03-01 23:35:56 main:581] : INFO : Epoch 1992 | loss: 0.0312204 | val_loss: 0.0312237 | Time: 1934.79 ms [2021-03-01 23:35:58 main:581] : INFO : Epoch 1993 | loss: 0.0312264 | val_loss: 0.0312248 | Time: 1975.38 ms [2021-03-01 23:36:00 main:581] : INFO : Epoch 1994 | loss: 0.0312215 | val_loss: 0.0312209 | Time: 2013.3 ms [2021-03-01 23:36:02 main:581] : INFO : Epoch 1995 | loss: 0.0312214 | val_loss: 0.0312192 | Time: 1973.45 ms [2021-03-01 23:36:03 main:581] : INFO : Epoch 1996 | loss: 0.0312225 | val_loss: 0.0312209 | Time: 1794.26 ms [2021-03-01 23:36:05 main:581] : INFO : Epoch 1997 | loss: 0.0312239 | val_loss: 0.0312202 | Time: 1782.94 ms [2021-03-01 23:36:07 main:581] : INFO : Epoch 1998 | loss: 0.0312245 | val_loss: 0.0312297 | Time: 1958.07 ms [2021-03-01 23:36:09 main:581] : INFO : Epoch 1999 | loss: 0.0312268 | val_loss: 0.031221 | Time: 1869.79 ms [2021-03-01 23:36:11 main:581] : INFO : Epoch 2000 | loss: 0.0312243 | val_loss: 0.0312301 | Time: 1807.49 ms [2021-03-01 23:36:13 main:581] : INFO : Epoch 2001 | loss: 0.0312249 | val_loss: 0.0312266 | Time: 1813.8 ms [2021-03-01 23:36:15 main:581] : INFO : Epoch 2002 | loss: 0.031224 | val_loss: 0.0312291 | Time: 1859.24 ms [2021-03-01 23:36:17 main:581] : INFO : Epoch 2003 | loss: 0.0312251 | val_loss: 0.0312241 | Time: 1960.46 ms [2021-03-01 23:36:19 main:581] : INFO : Epoch 2004 | loss: 0.0312202 | val_loss: 0.0312193 | Time: 1976 ms [2021-03-01 23:36:20 main:581] : INFO : Epoch 2005 | loss: 0.0312246 | val_loss: 0.0312239 | Time: 1945.43 ms [2021-03-01 23:36:22 main:581] : INFO : Epoch 2006 | loss: 0.0312211 | val_loss: 0.0312223 | Time: 1858.1 ms [2021-03-01 23:36:24 main:581] : INFO : Epoch 2007 | loss: 0.0312229 | val_loss: 0.0312194 | Time: 1811.91 ms [2021-03-01 23:36:26 main:581] : INFO : Epoch 2008 | loss: 0.0312221 | val_loss: 0.0312217 | Time: 1893.39 ms [2021-03-01 23:36:28 main:581] : INFO : Epoch 2009 | loss: 0.0312222 | val_loss: 0.0312237 | Time: 1848.78 ms [2021-03-01 23:36:30 main:581] : INFO : Epoch 2010 | loss: 0.0312224 | val_loss: 0.0312264 | Time: 1758.36 ms [2021-03-01 23:36:31 main:581] : INFO : Epoch 2011 | loss: 0.0312248 | val_loss: 0.0312237 | Time: 1751.68 ms [2021-03-01 23:36:33 main:581] : INFO : Epoch 2012 | loss: 0.0312281 | val_loss: 0.0312254 | Time: 1880.16 ms [2021-03-01 23:36:35 main:581] : INFO : Epoch 2013 | loss: 0.0312238 | val_loss: 0.0312235 | Time: 2017.06 ms [2021-03-01 23:36:37 main:581] : INFO : Epoch 2014 | loss: 0.0312215 | val_loss: 0.0312213 | Time: 1843.35 ms [2021-03-01 23:36:39 main:581] : INFO : Epoch 2015 | loss: 0.0312215 | val_loss: 0.0312198 | Time: 1852.84 ms [2021-03-01 23:36:41 main:581] : INFO : Epoch 2016 | loss: 0.0312235 | val_loss: 0.0312322 | Time: 1882.72 ms [2021-03-01 23:36:43 main:581] : INFO : Epoch 2017 | loss: 0.0312255 | val_loss: 0.0312333 | Time: 1820.65 ms [2021-03-01 23:36:44 main:581] : INFO : Epoch 2018 | loss: 0.0312211 | val_loss: 0.0312203 | Time: 1811.7 ms [2021-03-01 23:36:46 main:581] : INFO : Epoch 2019 | loss: 0.031221 | val_loss: 0.0312202 | Time: 1979.04 ms [2021-03-01 23:36:48 main:581] : INFO : Epoch 2020 | loss: 0.0312211 | val_loss: 0.031219 | Time: 1816.94 ms [2021-03-01 23:36:50 main:581] : INFO : Epoch 2021 | loss: 0.0312193 | val_loss: 0.0312203 | Time: 1985.84 ms [2021-03-01 23:36:52 main:581] : INFO : Epoch 2022 | loss: 0.0312216 | val_loss: 0.0312194 | Time: 2020.55 ms [2021-03-01 23:36:54 main:581] : INFO : Epoch 2023 | loss: 0.0312241 | val_loss: 0.0312245 | Time: 1755.6 ms [2021-03-01 23:36:56 main:581] : INFO : Epoch 2024 | loss: 0.0312238 | val_loss: 0.0312239 | Time: 1875.19 ms [2021-03-01 23:36:58 main:581] : INFO : Epoch 2025 | loss: 0.0312222 | val_loss: 0.0312239 | Time: 1888.89 ms [2021-03-01 23:37:00 main:581] : INFO : Epoch 2026 | loss: 0.0312224 | val_loss: 0.0312219 | Time: 1796.57 ms [2021-03-01 23:37:01 main:581] : INFO : Epoch 2027 | loss: 0.031221 | val_loss: 0.0312199 | Time: 1871.5 ms [2021-03-01 23:37:03 main:581] : INFO : Epoch 2028 | loss: 0.0312208 | val_loss: 0.0312217 | Time: 2007.28 ms [2021-03-01 23:37:05 main:581] : INFO : Epoch 2029 | loss: 0.03122 | val_loss: 0.0312187 | Time: 1810.93 ms [2021-03-01 23:37:07 main:581] : INFO : Epoch 2030 | loss: 0.0312197 | val_loss: 0.0312188 | Time: 1743.19 ms [2021-03-01 23:37:09 main:581] : INFO : Epoch 2031 | loss: 0.0312229 | val_loss: 0.031228 | Time: 1953.52 ms [2021-03-01 23:37:11 main:581] : INFO : Epoch 2032 | loss: 0.0312224 | val_loss: 0.0312218 | Time: 1747.42 ms [2021-03-01 23:37:13 main:581] : INFO : Epoch 2033 | loss: 0.0312216 | val_loss: 0.0312219 | Time: 1894.22 ms [2021-03-01 23:37:14 main:581] : INFO : Epoch 2034 | loss: 0.0312203 | val_loss: 0.0312193 | Time: 1740.87 ms [2021-03-01 23:37:16 main:581] : INFO : Epoch 2035 | loss: 0.0312201 | val_loss: 0.03122 | Time: 1787.89 ms [2021-03-01 23:37:18 main:581] : INFO : Epoch 2036 | loss: 0.0312204 | val_loss: 0.0312264 | Time: 1626.72 ms [2021-03-01 23:37:20 main:581] : INFO : Epoch 2037 | loss: 0.0312215 | val_loss: 0.0312191 | Time: 1967.74 ms [2021-03-01 23:37:21 main:581] : INFO : Epoch 2038 | loss: 0.0312223 | val_loss: 0.0312268 | Time: 1706.86 ms [2021-03-01 23:37:23 main:581] : INFO : Epoch 2039 | loss: 0.0312222 | val_loss: 0.031219 | Time: 1817.17 ms [2021-03-01 23:37:25 main:581] : INFO : Epoch 2040 | loss: 0.0312212 | val_loss: 0.0312191 | Time: 1860.62 ms [2021-03-01 23:37:27 main:581] : INFO : Epoch 2041 | loss: 0.0312219 | val_loss: 0.031222 | Time: 1904.68 ms [2021-03-01 23:37:29 main:581] : INFO : Epoch 2042 | loss: 0.031221 | val_loss: 0.0312217 | Time: 1714.12 ms [2021-03-01 23:37:31 main:581] : INFO : Epoch 2043 | loss: 0.0312207 | val_loss: 0.0312191 | Time: 1810.98 ms [2021-03-01 23:37:32 main:581] : INFO : Epoch 2044 | loss: 0.0312204 | val_loss: 0.0312226 | Time: 1692.23 ms [2021-03-01 23:37:34 main:581] : INFO : Epoch 2045 | loss: 0.0312207 | val_loss: 0.03122 | Time: 1773.71 ms [2021-03-01 23:37:36 main:581] : INFO : Epoch 2046 | loss: 0.0312226 | val_loss: 0.0312211 | Time: 1962.49 ms [2021-03-01 23:37:38 main:581] : INFO : Epoch 2047 | loss: 0.0312229 | val_loss: 0.0312253 | Time: 2039.64 ms [2021-03-01 23:37:40 main:581] : INFO : Epoch 2048 | loss: 0.0312278 | val_loss: 0.0312243 | Time: 2156.24 ms [2021-03-01 23:37:40 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312243 [2021-03-01 23:37:40 main:610] : INFO : Saving end state to config to file [2021-03-01 23:37:40 main:615] : INFO : Success, exiting.. 23:37:40 (2838623): 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)