Task 4384267
| Name | ParityMachine-1612383212-21867-5_1 |
| Workunit | 2381066 |
| Created | 12 Mar 2021, 15:50:57 UTC |
| Sent | 12 Mar 2021, 16:59:32 UTC |
| Report deadline | 19 Mar 2021, 16:59:32 UTC |
| Received | 13 Mar 2021, 4:18:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 6 min 57 sec |
| CPU time | 1 hours 6 min 52 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> :13 main:581] : INFO : Epoch 1538 | loss: 0.0312355 | val_loss: 0.0312368 | Time: 1945.34 ms [2021-03-12 22:01:15 main:581] : INFO : Epoch 1539 | loss: 0.0312346 | val_loss: 0.0312371 | Time: 1939.05 ms [2021-03-12 22:01:17 main:581] : INFO : Epoch 1540 | loss: 0.0312357 | val_loss: 0.0312435 | Time: 1905.86 ms [2021-03-12 22:01:19 main:581] : INFO : Epoch 1541 | loss: 0.0312346 | val_loss: 0.031242 | Time: 1810.73 ms [2021-03-12 22:01:21 main:581] : INFO : Epoch 1542 | loss: 0.0312348 | val_loss: 0.0312366 | Time: 1827.65 ms [2021-03-12 22:01:23 main:581] : INFO : Epoch 1543 | loss: 0.0312344 | val_loss: 0.0312375 | Time: 1973.03 ms [2021-03-12 22:01:25 main:581] : INFO : Epoch 1544 | loss: 0.0312352 | val_loss: 0.0312394 | Time: 1952.39 ms [2021-03-12 22:01:27 main:581] : INFO : Epoch 1545 | loss: 0.031235 | val_loss: 0.0312374 | Time: 1975.89 ms [2021-03-12 22:01:29 main:581] : INFO : Epoch 1546 | loss: 0.0312347 | val_loss: 0.031237 | Time: 1894.84 ms [2021-03-12 22:01:31 main:581] : INFO : Epoch 1547 | loss: 0.0312339 | val_loss: 0.0312371 | Time: 1943.2 ms [2021-03-12 22:01:33 main:581] : INFO : Epoch 1548 | loss: 0.0312354 | val_loss: 0.0312392 | Time: 1927.89 ms [2021-03-12 22:01:35 main:581] : INFO : Epoch 1549 | loss: 0.0312339 | val_loss: 0.0312367 | Time: 1990.31 ms [2021-03-12 22:01:37 main:581] : INFO : Epoch 1550 | loss: 0.0312335 | val_loss: 0.0312366 | Time: 1948.42 ms [2021-03-12 22:01:39 main:581] : INFO : Epoch 1551 | loss: 0.0312342 | val_loss: 0.031237 | Time: 2029.6 ms [2021-03-12 22:01:40 main:581] : INFO : Epoch 1552 | loss: 0.0312354 | val_loss: 0.0312389 | Time: 1955.68 ms [2021-03-12 22:01:42 main:581] : INFO : Epoch 1553 | loss: 0.0312356 | val_loss: 0.0312371 | Time: 1985.1 ms [2021-03-12 22:01:44 main:581] : INFO : Epoch 1554 | loss: 0.0312343 | val_loss: 0.0312364 | Time: 1967.75 ms [2021-03-12 22:01:46 main:581] : INFO : Epoch 1555 | loss: 0.031234 | val_loss: 0.0312366 | Time: 1974.42 ms [2021-03-12 22:01:48 main:581] : INFO : Epoch 1556 | loss: 0.0312338 | val_loss: 0.0312365 | Time: 1966.87 ms [2021-03-12 22:01:50 main:581] : INFO : Epoch 1557 | loss: 0.0312351 | val_loss: 0.031243 | Time: 1921.49 ms [2021-03-12 22:01:52 main:581] : INFO : Epoch 1558 | loss: 0.0312351 | val_loss: 0.0312385 | Time: 1919.45 ms [2021-03-12 22:01:54 main:581] : INFO : Epoch 1559 | loss: 0.0312352 | val_loss: 0.0312391 | Time: 1935.11 ms [2021-03-12 22:01:56 main:581] : INFO : Epoch 1560 | loss: 0.0312344 | val_loss: 0.0312377 | Time: 1927.36 ms [2021-03-12 22:01:58 main:581] : INFO : Epoch 1561 | loss: 0.0312352 | val_loss: 0.0312376 | Time: 1957.03 ms [2021-03-12 22:02:00 main:581] : INFO : Epoch 1562 | loss: 0.0312349 | val_loss: 0.0312374 | Time: 1973.97 ms [2021-03-12 22:02:02 main:581] : INFO : Epoch 1563 | loss: 0.0312356 | val_loss: 0.0312371 | Time: 1938.74 ms [2021-03-12 22:02:04 main:581] : INFO : Epoch 1564 | loss: 0.031236 | val_loss: 0.0312397 | Time: 1934.4 ms [2021-03-12 22:02:06 main:581] : INFO : Epoch 1565 | loss: 0.0312397 | val_loss: 0.0312455 | Time: 1993.3 ms [2021-03-12 22:02:08 main:581] : INFO : Epoch 1566 | loss: 0.0312384 | val_loss: 0.0312389 | Time: 2016.13 ms [2021-03-12 22:02:10 main:581] : INFO : Epoch 1567 | loss: 0.0312341 | val_loss: 0.0312365 | Time: 1960.8 ms [2021-03-12 22:02:12 main:581] : INFO : Epoch 1568 | loss: 0.0312345 | val_loss: 0.0312398 | Time: 1978.4 ms [2021-03-12 22:02:14 main:581] : INFO : Epoch 1569 | loss: 0.0312352 | val_loss: 0.0312364 | Time: 1982.28 ms [2021-03-12 22:02:16 main:581] : INFO : Epoch 1570 | loss: 0.0312341 | val_loss: 0.0312371 | Time: 1956.12 ms [2021-03-12 22:02:18 main:581] : INFO : Epoch 1571 | loss: 0.0312352 | val_loss: 0.0312376 | Time: 1966.03 ms [2021-03-12 22:02:20 main:581] : INFO : Epoch 1572 | loss: 0.031234 | val_loss: 0.0312367 | Time: 1947.88 ms [2021-03-12 22:02:22 main:581] : INFO : Epoch 1573 | loss: 0.0312335 | val_loss: 0.031238 | Time: 1939.82 ms [2021-03-12 22:02:24 main:581] : INFO : Epoch 1574 | loss: 0.0312362 | val_loss: 0.0312438 | Time: 1912.32 ms [2021-03-12 22:02:26 main:581] : INFO : Epoch 1575 | loss: 0.0312375 | val_loss: 0.0312388 | Time: 1959.81 ms [2021-03-12 22:02:27 main:581] : INFO : Epoch 1576 | loss: 0.0312342 | val_loss: 0.0312383 | Time: 1987.82 ms [2021-03-12 22:02:29 main:581] : INFO : Epoch 1577 | loss: 0.0312343 | val_loss: 0.0312377 | Time: 1938.27 ms [2021-03-12 22:02:31 main:581] : INFO : Epoch 1578 | loss: 0.0312355 | val_loss: 0.031237 | Time: 1962.87 ms [2021-03-12 22:02:33 main:581] : INFO : Epoch 1579 | loss: 0.0312349 | val_loss: 0.0312365 | Time: 2015.53 ms [2021-03-12 22:02:35 main:581] : INFO : Epoch 1580 | loss: 0.0312344 | val_loss: 0.0312404 | Time: 1942.36 ms [2021-03-12 22:02:37 main:581] : INFO : Epoch 1581 | loss: 0.0312351 | val_loss: 0.0312364 | Time: 2041.97 ms [2021-03-12 22:02:39 main:581] : INFO : Epoch 1582 | loss: 0.0312344 | val_loss: 0.0312395 | Time: 1984.21 ms [2021-03-12 22:02:41 main:581] : INFO : Epoch 1583 | loss: 0.0312354 | val_loss: 0.0312367 | Time: 2011.51 ms [2021-03-12 22:02:43 main:581] : INFO : Epoch 1584 | loss: 0.0312366 | val_loss: 0.0312389 | Time: 2005.99 ms [2021-03-12 22:02:45 main:581] : INFO : Epoch 1585 | loss: 0.0312367 | val_loss: 0.0312372 | Time: 2003.8 ms [2021-03-12 22:02:47 main:581] : INFO : Epoch 1586 | loss: 0.0312354 | val_loss: 0.0312373 | Time: 2021.19 ms [2021-03-12 22:02:50 main:581] : INFO : Epoch 1587 | loss: 0.0312341 | val_loss: 0.0312364 | Time: 2268.42 ms [2021-03-12 22:02:52 main:581] : INFO : Epoch 1588 | loss: 0.0312334 | val_loss: 0.0312382 | Time: 1921.1 ms [2021-03-12 22:02:54 main:581] : INFO : Epoch 1589 | loss: 0.0312333 | val_loss: 0.0312373 | Time: 1981.17 ms [2021-03-12 22:02:56 main:581] : INFO : Epoch 1590 | loss: 0.0312335 | val_loss: 0.0312383 | Time: 1939.58 ms [2021-03-12 22:02:57 main:581] : INFO : Epoch 1591 | loss: 0.0312342 | val_loss: 0.0312365 | Time: 1898.4 ms [2021-03-12 22:02:59 main:581] : INFO : Epoch 1592 | loss: 0.0312339 | val_loss: 0.0312365 | Time: 1966.7 ms [2021-03-12 22:03:01 main:581] : INFO : Epoch 1593 | loss: 0.0312344 | val_loss: 0.0312377 | Time: 1934.39 ms [2021-03-12 22:03:03 main:581] : INFO : Epoch 1594 | loss: 0.0312355 | val_loss: 0.0312397 | Time: 1916.33 ms [2021-03-12 22:03:05 main:581] : INFO : Epoch 1595 | loss: 0.0312355 | val_loss: 0.0312385 | Time: 1982.83 ms [2021-03-12 22:03:07 main:581] : INFO : Epoch 1596 | loss: 0.0312352 | val_loss: 0.0312364 | Time: 1979.36 ms [2021-03-12 22:03:09 main:581] : INFO : Epoch 1597 | loss: 0.0312348 | val_loss: 0.0312395 | Time: 2012.84 ms [2021-03-12 22:03:11 main:581] : INFO : Epoch 1598 | loss: 0.031236 | val_loss: 0.0312376 | Time: 1995.48 ms [2021-03-12 22:03:13 main:581] : INFO : Epoch 1599 | loss: 0.0312342 | val_loss: 0.0312366 | Time: 1953.41 ms [2021-03-12 22:03:15 main:581] : INFO : Epoch 1600 | loss: 0.0312342 | val_loss: 0.0312367 | Time: 2053.97 ms [2021-03-12 22:03:17 main:581] : INFO : Epoch 1601 | loss: 0.0312343 | val_loss: 0.0312374 | Time: 1983.6 ms [2021-03-12 22:03:19 main:581] : INFO : Epoch 1602 | loss: 0.0312376 | val_loss: 0.0312368 | Time: 2007.62 ms [2021-03-12 22:03:21 main:581] : INFO : Epoch 1603 | loss: 0.0312352 | val_loss: 0.0312364 | Time: 1966.14 ms [2021-03-12 22:03:23 main:581] : INFO : Epoch 1604 | loss: 0.0312336 | val_loss: 0.0312389 | Time: 2073.64 ms [2021-03-12 22:03:25 main:581] : INFO : Epoch 1605 | loss: 0.0312354 | val_loss: 0.0312422 | Time: 1961.53 ms [2021-03-12 22:03:27 main:581] : INFO : Epoch 1606 | loss: 0.0312365 | val_loss: 0.0312369 | Time: 1951.35 ms [2021-03-12 22:03:29 main:581] : INFO : Epoch 1607 | loss: 0.0312352 | val_loss: 0.0312368 | Time: 1916.15 ms [2021-03-12 22:03:31 main:581] : INFO : Epoch 1608 | loss: 0.031236 | val_loss: 0.0312373 | Time: 2169 ms [2021-03-12 22:03:33 main:581] : INFO : Epoch 1609 | loss: 0.0312349 | val_loss: 0.0312364 | Time: 2060.58 ms [2021-03-12 22:03:35 main:581] : INFO : Epoch 1610 | loss: 0.0312359 | val_loss: 0.0312377 | Time: 2112.51 ms [2021-03-12 22:03:37 main:581] : INFO : Epoch 1611 | loss: 0.0312347 | val_loss: 0.0312368 | Time: 1998.07 ms [2021-03-12 22:03:39 main:581] : INFO : Epoch 1612 | loss: 0.0312333 | val_loss: 0.0312364 | Time: 1978.3 ms [2021-03-12 22:03:41 main:581] : INFO : Epoch 1613 | loss: 0.0312334 | val_loss: 0.031237 | Time: 1997.22 ms [2021-03-12 22:03:43 main:581] : INFO : Epoch 1614 | loss: 0.0312343 | val_loss: 0.0312366 | Time: 1955.5 ms [2021-03-12 22:03:45 main:581] : INFO : Epoch 1615 | loss: 0.031234 | val_loss: 0.0312363 | Time: 2002.75 ms [2021-03-12 22:03:47 main:581] : INFO : Epoch 1616 | loss: 0.0312345 | val_loss: 0.0312388 | Time: 1975.5 ms [2021-03-12 22:03:49 main:581] : INFO : Epoch 1617 | loss: 0.0312336 | val_loss: 0.0312381 | Time: 1956.04 ms [2021-03-12 22:03:51 main:581] : INFO : Epoch 1618 | loss: 0.031235 | val_loss: 0.0312389 | Time: 1935.35 ms [2021-03-12 22:03:53 main:581] : INFO : Epoch 1619 | loss: 0.0312352 | val_loss: 0.0312369 | Time: 1982.17 ms [2021-03-12 22:03:55 main:581] : INFO : Epoch 1620 | loss: 0.0312344 | val_loss: 0.031237 | Time: 1889.71 ms [2021-03-12 22:03:57 main:581] : INFO : Epoch 1621 | loss: 0.0312338 | val_loss: 0.0312419 | Time: 1907.78 ms [2021-03-12 22:03:59 main:581] : INFO : Epoch 1622 | loss: 0.0312349 | val_loss: 0.0312364 | Time: 1955.2 ms [2021-03-12 22:04:01 main:581] : INFO : Epoch 1623 | loss: 0.0312339 | val_loss: 0.0312369 | Time: 2004.93 ms [2021-03-12 22:04:03 main:581] : INFO : Epoch 1624 | loss: 0.031234 | val_loss: 0.0312392 | Time: 2102.95 ms [2021-03-12 22:04:05 main:581] : INFO : Epoch 1625 | loss: 0.0312364 | val_loss: 0.0312393 | Time: 1954.93 ms [2021-03-12 22:04:07 main:581] : INFO : Epoch 1626 | loss: 0.0312359 | val_loss: 0.0312372 | Time: 1939.41 ms [2021-03-12 22:04:09 main:581] : INFO : Epoch 1627 | loss: 0.0312341 | val_loss: 0.031241 | Time: 1994.01 ms [2021-03-12 22:04:11 main:581] : INFO : Epoch 1628 | loss: 0.0312364 | val_loss: 0.0312369 | Time: 1981.19 ms [2021-03-12 22:04:13 main:581] : INFO : Epoch 1629 | loss: 0.0312341 | val_loss: 0.0312381 | Time: 1927.61 ms [2021-03-12 22:04:15 main:581] : INFO : Epoch 1630 | loss: 0.0312346 | val_loss: 0.0312368 | Time: 1933.89 ms [2021-03-12 22:04:17 main:581] : INFO : Epoch 1631 | loss: 0.0312337 | val_loss: 0.0312372 | Time: 1974.55 ms [2021-03-12 22:04:19 main:581] : INFO : Epoch 1632 | loss: 0.0312346 | val_loss: 0.0312369 | Time: 1983.15 ms [2021-03-12 22:04:21 main:581] : INFO : Epoch 1633 | loss: 0.0312338 | val_loss: 0.0312383 | Time: 1961.08 ms [2021-03-12 22:04:23 main:581] : INFO : Epoch 1634 | loss: 0.031234 | val_loss: 0.0312369 | Time: 1914.75 ms [2021-03-12 22:04:25 main:581] : INFO : Epoch 1635 | loss: 0.0312347 | val_loss: 0.0312372 | Time: 2222.79 ms [2021-03-12 22:04:27 main:581] : INFO : Epoch 1636 | loss: 0.0312355 | val_loss: 0.0312382 | Time: 2185.08 ms [2021-03-12 22:04:29 main:581] : INFO : Epoch 1637 | loss: 0.031235 | val_loss: 0.0312369 | Time: 2208.96 ms [2021-03-12 22:04:31 main:581] : INFO : Epoch 1638 | loss: 0.0312344 | val_loss: 0.0312367 | Time: 2215.34 ms [2021-03-12 22:04:34 main:581] : INFO : Epoch 1639 | loss: 0.0312332 | val_loss: 0.0312364 | Time: 2034.44 ms [2021-03-12 22:04:36 main:581] : INFO : Epoch 1640 | loss: 0.031234 | val_loss: 0.0312365 | Time: 1993.3 ms [2021-03-12 22:04:37 main:581] : INFO : Epoch 1641 | loss: 0.0312364 | val_loss: 0.0312408 | Time: 1824.32 ms [2021-03-12 22:04:39 main:581] : INFO : Epoch 1642 | loss: 0.031237 | val_loss: 0.0312406 | Time: 1862.83 ms [2021-03-12 22:04:41 main:581] : INFO : Epoch 1643 | loss: 0.0312415 | val_loss: 0.0312396 | Time: 1881.96 ms [2021-03-12 22:04:43 main:581] : INFO : Epoch 1644 | loss: 0.0312934 | val_loss: 0.0315912 | Time: 1949.24 ms [2021-03-12 22:04:45 main:581] : INFO : Epoch 1645 | loss: 0.0581548 | val_loss: 0.0513381 | Time: 1935.98 ms [2021-03-12 22:04:47 main:581] : INFO : Epoch 1646 | loss: 0.0377976 | val_loss: 0.0343738 | Time: 1938.6 ms [2021-03-12 22:04:49 main:581] : INFO : Epoch 1647 | loss: 0.0320906 | val_loss: 0.0315997 | Time: 1966.55 ms [2021-03-12 22:04:51 main:581] : INFO : Epoch 1648 | loss: 0.0313878 | val_loss: 0.0313215 | Time: 1996.13 ms [2021-03-12 22:04:53 main:581] : INFO : Epoch 1649 | loss: 0.0312977 | val_loss: 0.0312821 | Time: 1947.32 ms [2021-03-12 22:04:55 main:581] : INFO : Epoch 1650 | loss: 0.0312734 | val_loss: 0.0312698 | Time: 1905.22 ms [2021-03-12 22:04:57 main:581] : INFO : Epoch 1651 | loss: 0.0312658 | val_loss: 0.0312639 | Time: 1936.31 ms [2021-03-12 22:04:59 main:581] : INFO : Epoch 1652 | loss: 0.0312605 | val_loss: 0.0312602 | Time: 1912.59 ms [2021-03-12 22:05:01 main:581] : INFO : Epoch 1653 | loss: 0.0312571 | val_loss: 0.0312579 | Time: 1995.31 ms [2021-03-12 22:05:02 main:581] : INFO : Epoch 1654 | loss: 0.0312544 | val_loss: 0.0312546 | Time: 1929.99 ms [2021-03-12 22:05:04 main:581] : INFO : Epoch 1655 | loss: 0.0312519 | val_loss: 0.0312525 | Time: 1910.66 ms [2021-03-12 22:05:07 main:581] : INFO : Epoch 1656 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2218.34 ms [2021-03-12 22:05:09 main:581] : INFO : Epoch 1657 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 2011.3 ms [2021-03-12 22:05:11 main:581] : INFO : Epoch 1658 | loss: 0.031247 | val_loss: 0.0312484 | Time: 1966.08 ms [2021-03-12 22:05:13 main:581] : INFO : Epoch 1659 | loss: 0.0312456 | val_loss: 0.0312476 | Time: 2031.11 ms [2021-03-12 22:05:15 main:581] : INFO : Epoch 1660 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 1923.85 ms [2021-03-12 22:05:17 main:581] : INFO : Epoch 1661 | loss: 0.0312439 | val_loss: 0.0312455 | Time: 2010.39 ms [2021-03-12 22:05:18 main:581] : INFO : Epoch 1662 | loss: 0.0312432 | val_loss: 0.0312455 | Time: 1898.64 ms [2021-03-12 22:05:20 main:581] : INFO : Epoch 1663 | loss: 0.0312428 | val_loss: 0.0312446 | Time: 2004.64 ms [2021-03-12 22:05:22 main:581] : INFO : Epoch 1664 | loss: 0.0312418 | val_loss: 0.0312439 | Time: 1960.17 ms [2021-03-12 22:05:24 main:581] : INFO : Epoch 1665 | loss: 0.0312414 | val_loss: 0.0312434 | Time: 1937.14 ms [2021-03-12 22:05:26 main:581] : INFO : Epoch 1666 | loss: 0.0312411 | val_loss: 0.0312434 | Time: 1996.46 ms [2021-03-12 22:05:28 main:581] : INFO : Epoch 1667 | loss: 0.031241 | val_loss: 0.0312431 | Time: 1964.14 ms [2021-03-12 22:05:30 main:581] : INFO : Epoch 1668 | loss: 0.0312405 | val_loss: 0.0312422 | Time: 1969.8 ms [2021-03-12 22:05:32 main:581] : INFO : Epoch 1669 | loss: 0.03124 | val_loss: 0.0312423 | Time: 1992.82 ms [2021-03-12 22:05:34 main:581] : INFO : Epoch 1670 | loss: 0.03124 | val_loss: 0.031242 | Time: 2017.06 ms [2021-03-12 22:05:36 main:581] : INFO : Epoch 1671 | loss: 0.0312396 | val_loss: 0.0312419 | Time: 1914.18 ms [2021-03-12 22:05:38 main:581] : INFO : Epoch 1672 | loss: 0.0312395 | val_loss: 0.0312416 | Time: 1983.36 ms [2021-03-12 22:05:40 main:581] : INFO : Epoch 1673 | loss: 0.0312393 | val_loss: 0.031243 | Time: 1961.87 ms [2021-03-12 22:05:42 main:581] : INFO : Epoch 1674 | loss: 0.0312395 | val_loss: 0.0312434 | Time: 1943.2 ms [2021-03-12 22:05:44 main:581] : INFO : Epoch 1675 | loss: 0.0312398 | val_loss: 0.0312415 | Time: 1945.26 ms [2021-03-12 22:05:46 main:581] : INFO : Epoch 1676 | loss: 0.0312389 | val_loss: 0.0312406 | Time: 1959.79 ms [2021-03-12 22:05:48 main:581] : INFO : Epoch 1677 | loss: 0.0312382 | val_loss: 0.031241 | Time: 1934.26 ms [2021-03-12 22:05:50 main:581] : INFO : Epoch 1678 | loss: 0.0312386 | val_loss: 0.0312414 | Time: 1934.01 ms [2021-03-12 22:05:52 main:581] : INFO : Epoch 1679 | loss: 0.0312382 | val_loss: 0.0312411 | Time: 1943.88 ms [2021-03-12 22:05:54 main:581] : INFO : Epoch 1680 | loss: 0.0312387 | val_loss: 0.0312435 | Time: 1933.75 ms [2021-03-12 22:05:56 main:581] : INFO : Epoch 1681 | loss: 0.0312392 | val_loss: 0.0312422 | Time: 1967.63 ms [2021-03-12 22:05:58 main:581] : INFO : Epoch 1682 | loss: 0.0312377 | val_loss: 0.0312401 | Time: 1918.23 ms [2021-03-12 22:06:00 main:581] : INFO : Epoch 1683 | loss: 0.0312383 | val_loss: 0.0312398 | Time: 1968.24 ms [2021-03-12 22:06:02 main:581] : INFO : Epoch 1684 | loss: 0.0312373 | val_loss: 0.03124 | Time: 1969.4 ms [2021-03-12 22:06:04 main:581] : INFO : Epoch 1685 | loss: 0.0312374 | val_loss: 0.0312396 | Time: 1953.87 ms [2021-03-12 22:06:05 main:581] : INFO : Epoch 1686 | loss: 0.0312373 | val_loss: 0.0312396 | Time: 1896.84 ms [2021-03-12 22:06:08 main:581] : INFO : Epoch 1687 | loss: 0.0312374 | val_loss: 0.0312397 | Time: 2099.99 ms [2021-03-12 22:06:10 main:581] : INFO : Epoch 1688 | loss: 0.0312377 | val_loss: 0.031241 | Time: 1995.95 ms [2021-03-12 22:06:11 main:581] : INFO : Epoch 1689 | loss: 0.0312371 | val_loss: 0.0312395 | Time: 1920.55 ms [2021-03-12 22:06:13 main:581] : INFO : Epoch 1690 | loss: 0.0312371 | val_loss: 0.0312402 | Time: 1949.63 ms [2021-03-12 22:06:15 main:581] : INFO : Epoch 1691 | loss: 0.0312375 | val_loss: 0.0312405 | Time: 1936.88 ms [2021-03-12 22:06:17 main:581] : INFO : Epoch 1692 | loss: 0.0312373 | val_loss: 0.0312395 | Time: 1949.84 ms [2021-03-12 22:06:19 main:581] : INFO : Epoch 1693 | loss: 0.031237 | val_loss: 0.0312397 | Time: 1949.4 ms [2021-03-12 22:06:21 main:581] : INFO : Epoch 1694 | loss: 0.0312372 | val_loss: 0.0312395 | Time: 2003.18 ms [2021-03-12 22:06:23 main:581] : INFO : Epoch 1695 | loss: 0.0312366 | val_loss: 0.0312395 | Time: 1986.32 ms [2021-03-12 22:06:25 main:581] : INFO : Epoch 1696 | loss: 0.0312374 | val_loss: 0.0312389 | Time: 1978.91 ms [2021-03-12 22:06:27 main:581] : INFO : Epoch 1697 | loss: 0.0312369 | val_loss: 0.0312389 | Time: 1896.48 ms [2021-03-12 22:06:29 main:581] : INFO : Epoch 1698 | loss: 0.0312371 | val_loss: 0.0312424 | Time: 1990.97 ms [2021-03-12 22:06:31 main:581] : INFO : Epoch 1699 | loss: 0.0312372 | val_loss: 0.0312394 | Time: 1993.63 ms [2021-03-12 22:06:33 main:581] : INFO : Epoch 1700 | loss: 0.0312368 | val_loss: 0.031239 | Time: 1982.44 ms [2021-03-12 22:06:35 main:581] : INFO : Epoch 1701 | loss: 0.0312367 | val_loss: 0.0312397 | Time: 1981.77 ms [2021-03-12 22:06:37 main:581] : INFO : Epoch 1702 | loss: 0.0312368 | val_loss: 0.0312389 | Time: 2001.31 ms [2021-03-12 22:06:39 main:581] : INFO : Epoch 1703 | loss: 0.0312363 | val_loss: 0.0312397 | Time: 1963.74 ms [2021-03-12 22:06:41 main:581] : INFO : Epoch 1704 | loss: 0.0312368 | val_loss: 0.0312392 | Time: 1958.89 ms [2021-03-12 22:06:43 main:581] : INFO : Epoch 1705 | loss: 0.0312364 | val_loss: 0.0312391 | Time: 1994.78 ms [2021-03-12 22:06:45 main:581] : INFO : Epoch 1706 | loss: 0.0312368 | val_loss: 0.0312417 | Time: 1954.62 ms [2021-03-12 22:06:47 main:581] : INFO : Epoch 1707 | loss: 0.0312379 | val_loss: 0.0312396 | Time: 1900.87 ms [2021-03-12 22:06:49 main:581] : INFO : Epoch 1708 | loss: 0.0312364 | val_loss: 0.0312393 | Time: 2025.09 ms [2021-03-12 22:06:51 main:581] : INFO : Epoch 1709 | loss: 0.031236 | val_loss: 0.0312385 | Time: 1952.16 ms [2021-03-12 22:06:53 main:581] : INFO : Epoch 1710 | loss: 0.0312363 | val_loss: 0.0312383 | Time: 1939.72 ms [2021-03-12 22:06:55 main:581] : INFO : Epoch 1711 | loss: 0.031236 | val_loss: 0.0312388 | Time: 1906.95 ms [2021-03-12 22:06:57 main:581] : INFO : Epoch 1712 | loss: 0.0312363 | val_loss: 0.0312383 | Time: 1967.69 ms [2021-03-12 22:06:59 main:581] : INFO : Epoch 1713 | loss: 0.0312361 | val_loss: 0.0312384 | Time: 1923.8 ms [2021-03-12 22:07:01 main:581] : INFO : Epoch 1714 | loss: 0.0312356 | val_loss: 0.0312382 | Time: 1964.21 ms [2021-03-12 22:07:03 main:581] : INFO : Epoch 1715 | loss: 0.0312357 | val_loss: 0.0312401 | Time: 2041.34 ms [2021-03-12 22:07:05 main:581] : INFO : Epoch 1716 | loss: 0.0312369 | val_loss: 0.0312382 | Time: 1950.5 ms [2021-03-12 22:07:06 main:581] : INFO : Epoch 1717 | loss: 0.031236 | val_loss: 0.0312381 | Time: 1936.6 ms [2021-03-12 22:07:08 main:581] : INFO : Epoch 1718 | loss: 0.0312356 | val_loss: 0.0312389 | Time: 1919.52 ms [2021-03-12 22:07:10 main:581] : INFO : Epoch 1719 | loss: 0.0312365 | val_loss: 0.031238 | Time: 1842.21 ms [2021-03-12 22:07:12 main:581] : INFO : Epoch 1720 | loss: 0.0312356 | val_loss: 0.0312382 | Time: 1909.94 ms [2021-03-12 22:07:14 main:581] : INFO : Epoch 1721 | loss: 0.0312354 | val_loss: 0.0312381 | Time: 1932.99 ms [2021-03-12 22:07:16 main:581] : INFO : Epoch 1722 | loss: 0.0312354 | val_loss: 0.0312381 | Time: 1957.61 ms [2021-03-12 22:07:18 main:581] : INFO : Epoch 1723 | loss: 0.0312358 | val_loss: 0.0312381 | Time: 1945.41 ms [2021-03-12 22:07:20 main:581] : INFO : Epoch 1724 | loss: 0.0312355 | val_loss: 0.0312383 | Time: 1909.24 ms [2021-03-12 22:07:22 main:581] : INFO : Epoch 1725 | loss: 0.0312356 | val_loss: 0.0312379 | Time: 1958.95 ms [2021-03-12 22:07:24 main:581] : INFO : Epoch 1726 | loss: 0.0312374 | val_loss: 0.0312388 | Time: 2002.75 ms [2021-03-12 22:07:26 main:581] : INFO : Epoch 1727 | loss: 0.031237 | val_loss: 0.0312397 | Time: 2117.21 ms [2021-03-12 22:07:28 main:581] : INFO : Epoch 1728 | loss: 0.0312366 | val_loss: 0.031238 | Time: 2103.73 ms [2021-03-12 22:07:30 main:581] : INFO : Epoch 1729 | loss: 0.0312355 | val_loss: 0.0312378 | Time: 1989.07 ms [2021-03-12 22:07:32 main:581] : INFO : Epoch 1730 | loss: 0.0312355 | val_loss: 0.0312385 | Time: 1989.5 ms [2021-03-12 22:07:34 main:581] : INFO : Epoch 1731 | loss: 0.0312355 | val_loss: 0.0312382 | Time: 1950.4 ms [2021-03-12 22:07:36 main:581] : INFO : Epoch 1732 | loss: 0.0312353 | val_loss: 0.0312379 | Time: 1975.82 ms [2021-03-12 22:07:38 main:581] : INFO : Epoch 1733 | loss: 0.0312351 | val_loss: 0.0312379 | Time: 1927.15 ms [2021-03-12 22:07:40 main:581] : INFO : Epoch 1734 | loss: 0.0312351 | val_loss: 0.0312378 | Time: 1959.31 ms [2021-03-12 22:07:42 main:581] : INFO : Epoch 1735 | loss: 0.0312357 | val_loss: 0.0312397 | Time: 1960 ms [2021-03-12 22:07:44 main:581] : INFO : Epoch 1736 | loss: 0.0312354 | val_loss: 0.0312379 | Time: 2059.96 ms [2021-03-12 22:07:46 main:581] : INFO : Epoch 1737 | loss: 0.0312352 | val_loss: 0.031238 | Time: 1997.6 ms [2021-03-12 22:07:48 main:581] : INFO : Epoch 1738 | loss: 0.0312356 | val_loss: 0.0312384 | Time: 1894.87 ms [2021-03-12 22:07:50 main:581] : INFO : Epoch 1739 | loss: 0.0312355 | val_loss: 0.0312379 | Time: 1928.77 ms [2021-03-12 22:07:52 main:581] : INFO : Epoch 1740 | loss: 0.031235 | val_loss: 0.0312378 | Time: 1888.88 ms [2021-03-12 22:07:53 main:581] : INFO : Epoch 1741 | loss: 0.0312349 | val_loss: 0.0312375 | Time: 1916.78 ms [2021-03-12 22:07:55 main:581] : INFO : Epoch 1742 | loss: 0.0312347 | val_loss: 0.0312379 | Time: 1950.23 ms [2021-03-12 22:07:57 main:581] : INFO : Epoch 1743 | loss: 0.0312348 | val_loss: 0.0312375 | Time: 1980.61 ms [2021-03-12 22:07:59 main:581] : INFO : Epoch 1744 | loss: 0.031235 | val_loss: 0.0312377 | Time: 1981.2 ms [2021-03-12 22:08:01 main:581] : INFO : Epoch 1745 | loss: 0.031235 | val_loss: 0.0312379 | Time: 1889.32 ms [2021-03-12 22:08:03 main:581] : INFO : Epoch 1746 | loss: 0.0312349 | val_loss: 0.0312376 | Time: 1968.46 ms [2021-03-12 22:08:05 main:581] : INFO : Epoch 1747 | loss: 0.0312352 | val_loss: 0.0312375 | Time: 2038.97 ms [2021-03-12 22:08:07 main:581] : INFO : Epoch 1748 | loss: 0.0312351 | val_loss: 0.0312387 | Time: 1937.11 ms [2021-03-12 22:08:09 main:581] : INFO : Epoch 1749 | loss: 0.0312353 | val_loss: 0.0312377 | Time: 1880.17 ms [2021-03-12 22:08:11 main:581] : INFO : Epoch 1750 | loss: 0.0312353 | val_loss: 0.0312373 | Time: 1969.62 ms [2021-03-12 22:08:13 main:581] : INFO : Epoch 1751 | loss: 0.0312352 | val_loss: 0.0312391 | Time: 1860.96 ms [2021-03-12 22:08:15 main:581] : INFO : Epoch 1752 | loss: 0.0312358 | val_loss: 0.0312373 | Time: 1895.51 ms [2021-03-12 22:08:17 main:581] : INFO : Epoch 1753 | loss: 0.0312353 | val_loss: 0.0312396 | Time: 1968.55 ms [2021-03-12 22:08:19 main:581] : INFO : Epoch 1754 | loss: 0.031236 | val_loss: 0.0312408 | Time: 2013.73 ms [2021-03-12 22:08:21 main:581] : INFO : Epoch 1755 | loss: 0.0312367 | val_loss: 0.0312385 | Time: 2015.17 ms [2021-03-12 22:08:23 main:581] : INFO : Epoch 1756 | loss: 0.0312349 | val_loss: 0.0312376 | Time: 2024.97 ms [2021-03-12 22:08:25 main:581] : INFO : Epoch 1757 | loss: 0.0312345 | val_loss: 0.0312373 | Time: 1967.3 ms [2021-03-12 22:08:27 main:581] : INFO : Epoch 1758 | loss: 0.0312351 | val_loss: 0.0312392 | Time: 2164.04 ms [2021-03-12 22:08:29 main:581] : INFO : Epoch 1759 | loss: 0.031235 | val_loss: 0.0312387 | Time: 1999.09 ms [2021-03-12 22:08:31 main:581] : INFO : Epoch 1760 | loss: 0.0312355 | val_loss: 0.0312379 | Time: 2026.94 ms [2021-03-12 22:08:33 main:581] : INFO : Epoch 1761 | loss: 0.0312354 | val_loss: 0.0312378 | Time: 2065.62 ms [2021-03-12 22:08:35 main:581] : INFO : Epoch 1762 | loss: 0.0312357 | val_loss: 0.0312375 | Time: 1978.75 ms [2021-03-12 22:08:37 main:581] : INFO : Epoch 1763 | loss: 0.0312344 | val_loss: 0.0312378 | Time: 2037.37 ms [2021-03-12 22:08:39 main:581] : INFO : Epoch 1764 | loss: 0.0312341 | val_loss: 0.0312371 | Time: 2033.38 ms [2021-03-12 22:08:41 main:581] : INFO : Epoch 1765 | loss: 0.0312347 | val_loss: 0.0312381 | Time: 2007.52 ms [2021-03-12 22:08:43 main:581] : INFO : Epoch 1766 | loss: 0.0312368 | val_loss: 0.0312391 | Time: 1953.03 ms [2021-03-12 22:08:45 main:581] : INFO : Epoch 1767 | loss: 0.0312361 | val_loss: 0.0312396 | Time: 1985.2 ms [2021-03-12 22:08:47 main:581] : INFO : Epoch 1768 | loss: 0.0312353 | val_loss: 0.0312392 | Time: 2008.78 ms [2021-03-12 22:08:49 main:581] : INFO : Epoch 1769 | loss: 0.0312352 | val_loss: 0.0312372 | Time: 1965.24 ms [2021-03-12 22:08:51 main:581] : INFO : Epoch 1770 | loss: 0.0312343 | val_loss: 0.0312373 | Time: 1953.16 ms [2021-03-12 22:08:53 main:581] : INFO : Epoch 1771 | loss: 0.0312349 | val_loss: 0.0312378 | Time: 1941.24 ms [2021-03-12 22:08:55 main:581] : INFO : Epoch 1772 | loss: 0.0312352 | val_loss: 0.0312393 | Time: 2062.52 ms [2021-03-12 22:08:57 main:581] : INFO : Epoch 1773 | loss: 0.0312359 | val_loss: 0.031238 | Time: 2018.03 ms [2021-03-12 22:08:59 main:581] : INFO : Epoch 1774 | loss: 0.0312349 | val_loss: 0.0312372 | Time: 2065.91 ms [2021-03-12 22:09:01 main:581] : INFO : Epoch 1775 | loss: 0.0312344 | val_loss: 0.0312393 | Time: 1917.95 ms [2021-03-12 22:09:03 main:581] : INFO : Epoch 1776 | loss: 0.0312348 | val_loss: 0.0312374 | Time: 1983.81 ms [2021-03-12 22:09:05 main:581] : INFO : Epoch 1777 | loss: 0.0312354 | val_loss: 0.0312372 | Time: 1986.55 ms [2021-03-12 22:09:07 main:581] : INFO : Epoch 1778 | loss: 0.0312345 | val_loss: 0.0312376 | Time: 1923.63 ms [2021-03-12 22:09:09 main:581] : INFO : Epoch 1779 | loss: 0.0312352 | val_loss: 0.0312406 | Time: 1946.4 ms [2021-03-12 22:09:11 main:581] : INFO : Epoch 1780 | loss: 0.0312352 | val_loss: 0.0312377 | Time: 1924.6 ms [2021-03-12 22:09:13 main:581] : INFO : Epoch 1781 | loss: 0.0312357 | val_loss: 0.0312394 | Time: 1951.95 ms [2021-03-12 22:09:15 main:581] : INFO : Epoch 1782 | loss: 0.0312344 | val_loss: 0.0312379 | Time: 1967.32 ms [2021-03-12 22:09:17 main:581] : INFO : Epoch 1783 | loss: 0.0312345 | val_loss: 0.0312389 | Time: 1842.72 ms [2021-03-12 22:09:18 main:581] : INFO : Epoch 1784 | loss: 0.0312357 | val_loss: 0.031237 | Time: 1836.5 ms [2021-03-12 22:09:20 main:581] : INFO : Epoch 1785 | loss: 0.0312349 | val_loss: 0.0312377 | Time: 1986.27 ms [2021-03-12 22:09:22 main:581] : INFO : Epoch 1786 | loss: 0.0312347 | val_loss: 0.0312378 | Time: 1818.82 ms [2021-03-12 22:09:24 main:581] : INFO : Epoch 1787 | loss: 0.0312352 | val_loss: 0.0312409 | Time: 1500.13 ms [2021-03-12 22:09:25 main:581] : INFO : Epoch 1788 | loss: 0.0312362 | val_loss: 0.0312398 | Time: 1691.18 ms [2021-03-12 22:09:27 main:581] : INFO : Epoch 1789 | loss: 0.0312362 | val_loss: 0.0312374 | Time: 1837.8 ms [2021-03-12 22:09:29 main:581] : INFO : Epoch 1790 | loss: 0.0312348 | val_loss: 0.0312388 | Time: 1951.76 ms [2021-03-12 22:09:31 main:581] : INFO : Epoch 1791 | loss: 0.0312343 | val_loss: 0.0312372 | Time: 1918.9 ms [2021-03-12 22:09:33 main:581] : INFO : Epoch 1792 | loss: 0.0312342 | val_loss: 0.0312374 | Time: 1939.09 ms [2021-03-12 22:09:35 main:581] : INFO : Epoch 1793 | loss: 0.0312349 | val_loss: 0.0312371 | Time: 1988.26 ms [2021-03-12 22:09:37 main:581] : INFO : Epoch 1794 | loss: 0.0312344 | val_loss: 0.0312387 | Time: 1954.31 ms [2021-03-12 22:09:39 main:581] : INFO : Epoch 1795 | loss: 0.031235 | val_loss: 0.0312369 | Time: 1961.21 ms [2021-03-12 22:09:41 main:581] : INFO : Epoch 1796 | loss: 0.0312338 | val_loss: 0.0312388 | Time: 2038.67 ms [2021-03-12 22:09:43 main:581] : INFO : Epoch 1797 | loss: 0.0312344 | val_loss: 0.0312371 | Time: 1983.6 ms [2021-03-12 22:09:45 main:581] : INFO : Epoch 1798 | loss: 0.0312344 | val_loss: 0.0312388 | Time: 1899.21 ms [2021-03-12 22:09:47 main:581] : INFO : Epoch 1799 | loss: 0.0312342 | val_loss: 0.0312411 | Time: 1933 ms [2021-03-12 22:09:49 main:581] : INFO : Epoch 1800 | loss: 0.0312361 | val_loss: 0.0312384 | Time: 1985.29 ms [2021-03-12 22:09:51 main:581] : INFO : Epoch 1801 | loss: 0.0312345 | val_loss: 0.0312373 | Time: 1958.06 ms [2021-03-12 22:09:53 main:581] : INFO : Epoch 1802 | loss: 0.0312347 | val_loss: 0.0312371 | Time: 1908.92 ms [2021-03-12 22:09:55 main:581] : INFO : Epoch 1803 | loss: 0.0312346 | val_loss: 0.0312386 | Time: 2004.83 ms [2021-03-12 22:09:57 main:581] : INFO : Epoch 1804 | loss: 0.031235 | val_loss: 0.0312437 | Time: 1981.08 ms [2021-03-12 22:09:59 main:581] : INFO : Epoch 1805 | loss: 0.0312354 | val_loss: 0.031237 | Time: 1975.46 ms [2021-03-12 22:10:01 main:581] : INFO : Epoch 1806 | loss: 0.0312335 | val_loss: 0.0312379 | Time: 2051.82 ms [2021-03-12 22:10:03 main:581] : INFO : Epoch 1807 | loss: 0.0312347 | val_loss: 0.0312378 | Time: 1998.91 ms [2021-03-12 22:10:05 main:581] : INFO : Epoch 1808 | loss: 0.0312341 | val_loss: 0.0312375 | Time: 1983.18 ms [2021-03-12 22:10:07 main:581] : INFO : Epoch 1809 | loss: 0.0312345 | val_loss: 0.0312381 | Time: 1968.59 ms [2021-03-12 22:10:09 main:581] : INFO : Epoch 1810 | loss: 0.0312341 | val_loss: 0.0312372 | Time: 1975.78 ms [2021-03-12 22:10:10 main:581] : INFO : Epoch 1811 | loss: 0.0312345 | val_loss: 0.0312396 | Time: 1899.45 ms [2021-03-12 22:10:12 main:581] : INFO : Epoch 1812 | loss: 0.0312364 | val_loss: 0.0312369 | Time: 1978.84 ms [2021-03-12 22:10:14 main:581] : INFO : Epoch 1813 | loss: 0.0312345 | val_loss: 0.031241 | Time: 1858.24 ms [2021-03-12 22:10:16 main:581] : INFO : Epoch 1814 | loss: 0.0312354 | val_loss: 0.0312385 | Time: 1940.39 ms [2021-03-12 22:10:18 main:581] : INFO : Epoch 1815 | loss: 0.0312358 | val_loss: 0.0312402 | Time: 1990.97 ms [2021-03-12 22:10:20 main:581] : INFO : Epoch 1816 | loss: 0.0312351 | val_loss: 0.0312435 | Time: 1983.46 ms [2021-03-12 22:10:22 main:581] : INFO : Epoch 1817 | loss: 0.0312353 | val_loss: 0.0312408 | Time: 2066.21 ms [2021-03-12 22:10:24 main:581] : INFO : Epoch 1818 | loss: 0.0312361 | val_loss: 0.0312378 | Time: 2076.91 ms [2021-03-12 22:10:26 main:581] : INFO : Epoch 1819 | loss: 0.0312347 | val_loss: 0.0312375 | Time: 1946.16 ms [2021-03-12 22:10:28 main:581] : INFO : Epoch 1820 | loss: 0.0312347 | val_loss: 0.0312382 | Time: 1966.43 ms [2021-03-12 22:10:30 main:581] : INFO : Epoch 1821 | loss: 0.0312351 | val_loss: 0.0312404 | Time: 1943.2 ms [2021-03-12 22:10:32 main:581] : INFO : Epoch 1822 | loss: 0.0312345 | val_loss: 0.031238 | Time: 1943.55 ms [2021-03-12 22:10:34 main:581] : INFO : Epoch 1823 | loss: 0.0312348 | val_loss: 0.031238 | Time: 1882.54 ms [2021-03-12 22:10:36 main:581] : INFO : Epoch 1824 | loss: 0.031234 | val_loss: 0.0312405 | Time: 1916.91 ms [2021-03-12 22:10:38 main:581] : INFO : Epoch 1825 | loss: 0.0312353 | val_loss: 0.0312368 | Time: 1996.66 ms [2021-03-12 22:10:40 main:581] : INFO : Epoch 1826 | loss: 0.0312343 | val_loss: 0.031237 | Time: 1949.17 ms [2021-03-12 22:10:42 main:581] : INFO : Epoch 1827 | loss: 0.0312343 | val_loss: 0.0312371 | Time: 2006.21 ms [2021-03-12 22:10:44 main:581] : INFO : Epoch 1828 | loss: 0.0312337 | val_loss: 0.031237 | Time: 1940.11 ms [2021-03-12 22:10:46 main:581] : INFO : Epoch 1829 | loss: 0.0312335 | val_loss: 0.0312371 | Time: 1912.91 ms [2021-03-12 22:10:48 main:581] : INFO : Epoch 1830 | loss: 0.0312338 | val_loss: 0.0312377 | Time: 1987.83 ms [2021-03-12 22:10:50 main:581] : INFO : Epoch 1831 | loss: 0.0312348 | val_loss: 0.0312376 | Time: 1964.62 ms [2021-03-12 22:10:52 main:581] : INFO : Epoch 1832 | loss: 0.0312351 | val_loss: 0.0312377 | Time: 1856.44 ms [2021-03-12 22:10:53 main:581] : INFO : Epoch 1833 | loss: 0.0312338 | val_loss: 0.0312376 | Time: 1890.16 ms [2021-03-12 22:10:55 main:581] : INFO : Epoch 1834 | loss: 0.0312342 | val_loss: 0.0312397 | Time: 1981.79 ms [2021-03-12 22:10:57 main:581] : INFO : Epoch 1835 | loss: 0.0312338 | val_loss: 0.031237 | Time: 1996.09 ms [2021-03-12 22:10:59 main:581] : INFO : Epoch 1836 | loss: 0.0312336 | val_loss: 0.0312375 | Time: 1922.65 ms [2021-03-12 22:11:01 main:581] : INFO : Epoch 1837 | loss: 0.0312345 | val_loss: 0.0312375 | Time: 2031.9 ms [2021-03-12 22:11:03 main:581] : INFO : Epoch 1838 | loss: 0.0312337 | val_loss: 0.0312368 | Time: 1987.43 ms [2021-03-12 22:11:05 main:581] : INFO : Epoch 1839 | loss: 0.0312352 | val_loss: 0.0312377 | Time: 1969.16 ms [2021-03-12 22:11:07 main:581] : INFO : Epoch 1840 | loss: 0.0312354 | val_loss: 0.0312378 | Time: 1911.67 ms [2021-03-12 22:11:09 main:581] : INFO : Epoch 1841 | loss: 0.0312348 | val_loss: 0.0312385 | Time: 2060.07 ms [2021-03-12 22:11:11 main:581] : INFO : Epoch 1842 | loss: 0.0312364 | val_loss: 0.0312424 | Time: 2075.05 ms [2021-03-12 22:11:13 main:581] : INFO : Epoch 1843 | loss: 0.0312375 | val_loss: 0.0312463 | Time: 1972.77 ms [2021-03-12 22:11:15 main:581] : INFO : Epoch 1844 | loss: 0.0312376 | val_loss: 0.0312407 | Time: 1981.19 ms [2021-03-12 22:11:17 main:581] : INFO : Epoch 1845 | loss: 0.0312362 | val_loss: 0.0312407 | Time: 1949.57 ms [2021-03-12 22:11:19 main:581] : INFO : Epoch 1846 | loss: 0.0312361 | val_loss: 0.0312374 | Time: 1974.96 ms [2021-03-12 22:11:21 main:581] : INFO : Epoch 1847 | loss: 0.0312347 | val_loss: 0.0312393 | Time: 2014.93 ms [2021-03-12 22:11:23 main:581] : INFO : Epoch 1848 | loss: 0.0312359 | val_loss: 0.0312387 | Time: 1919.63 ms [2021-03-12 22:11:25 main:581] : INFO : Epoch 1849 | loss: 0.0312341 | val_loss: 0.031237 | Time: 1964 ms [2021-03-12 22:11:27 main:581] : INFO : Epoch 1850 | loss: 0.0312341 | val_loss: 0.0312372 | Time: 1979.29 ms [2021-03-12 22:11:29 main:581] : INFO : Epoch 1851 | loss: 0.0312356 | val_loss: 0.0312387 | Time: 1924.51 ms [2021-03-12 22:11:31 main:581] : INFO : Epoch 1852 | loss: 0.0312349 | val_loss: 0.0312379 | Time: 1988.67 ms [2021-03-12 22:11:33 main:581] : INFO : Epoch 1853 | loss: 0.0312351 | val_loss: 0.0312393 | Time: 1970.15 ms [2021-03-12 22:11:35 main:581] : INFO : Epoch 1854 | loss: 0.0312338 | val_loss: 0.031237 | Time: 1983.95 ms [2021-03-12 22:11:37 main:581] : INFO : Epoch 1855 | loss: 0.0312336 | val_loss: 0.0312379 | Time: 2004.87 ms [2021-03-12 22:11:39 main:581] : INFO : Epoch 1856 | loss: 0.0312345 | val_loss: 0.0312487 | Time: 1906.57 ms [2021-03-12 22:11:41 main:581] : INFO : Epoch 1857 | loss: 0.031237 | val_loss: 0.03124 | Time: 1875.36 ms [2021-03-12 22:11:43 main:581] : INFO : Epoch 1858 | loss: 0.0312351 | val_loss: 0.0312386 | Time: 1937.83 ms [2021-03-12 22:11:45 main:581] : INFO : Epoch 1859 | loss: 0.0312348 | val_loss: 0.0312406 | Time: 2075.97 ms [2021-03-12 22:11:47 main:581] : INFO : Epoch 1860 | loss: 0.0312345 | val_loss: 0.0312379 | Time: 1866.07 ms [2021-03-12 22:11:49 main:581] : INFO : Epoch 1861 | loss: 0.0312339 | val_loss: 0.031238 | Time: 1978.45 ms [2021-03-12 22:11:51 main:581] : INFO : Epoch 1862 | loss: 0.0312339 | val_loss: 0.0312373 | Time: 1965.01 ms [2021-03-12 22:11:53 main:581] : INFO : Epoch 1863 | loss: 0.0312347 | val_loss: 0.0312373 | Time: 1850.4 ms [2021-03-12 22:11:54 main:581] : INFO : Epoch 1864 | loss: 0.0312351 | val_loss: 0.0312404 | Time: 1957.33 ms [2021-03-12 22:11:56 main:581] : INFO : Epoch 1865 | loss: 0.0312356 | val_loss: 0.0312401 | Time: 1952.03 ms [2021-03-12 22:11:58 main:581] : INFO : Epoch 1866 | loss: 0.0312356 | val_loss: 0.0312371 | Time: 1917.55 ms [2021-03-12 22:12:00 main:581] : INFO : Epoch 1867 | loss: 0.0312354 | val_loss: 0.031237 | Time: 2006.84 ms [2021-03-12 22:12:02 main:581] : INFO : Epoch 1868 | loss: 0.0312351 | val_loss: 0.0312379 | Time: 1980.91 ms [2021-03-12 22:12:04 main:581] : INFO : Epoch 1869 | loss: 0.0312355 | val_loss: 0.0312406 | Time: 2009.1 ms [2021-03-12 22:12:06 main:581] : INFO : Epoch 1870 | loss: 0.0312352 | val_loss: 0.0312373 | Time: 1994.61 ms [2021-03-12 22:12:08 main:581] : INFO : Epoch 1871 | loss: 0.0312349 | val_loss: 0.0312394 | Time: 2027.28 ms [2021-03-12 22:12:10 main:581] : INFO : Epoch 1872 | loss: 0.0312358 | val_loss: 0.0312422 | Time: 1898.29 ms [2021-03-12 22:12:12 main:581] : INFO : Epoch 1873 | loss: 0.0312361 | val_loss: 0.0312415 | Time: 1782.18 ms [2021-03-12 22:12:14 main:581] : INFO : Epoch 1874 | loss: 0.0312365 | val_loss: 0.0312403 | Time: 1856.19 ms [2021-03-12 22:12:16 main:581] : INFO : Epoch 1875 | loss: 0.0312353 | val_loss: 0.0312381 | Time: 1780.47 ms [2021-03-12 22:12:18 main:581] : INFO : Epoch 1876 | loss: 0.0312344 | val_loss: 0.0312371 | Time: 2004.19 ms [2021-03-12 22:12:20 main:581] : INFO : Epoch 1877 | loss: 0.0312338 | val_loss: 0.0312371 | Time: 1992.71 ms [2021-03-12 22:12:22 main:581] : INFO : Epoch 1878 | loss: 0.0312352 | val_loss: 0.0312375 | Time: 1949.95 ms [2021-03-12 22:12:24 main:581] : INFO : Epoch 1879 | loss: 0.031236 | val_loss: 0.0312369 | Time: 1876.72 ms [2021-03-12 22:12:25 main:581] : INFO : Epoch 1880 | loss: 0.0312352 | val_loss: 0.0312375 | Time: 1916.56 ms [2021-03-12 22:12:27 main:581] : INFO : Epoch 1881 | loss: 0.031234 | val_loss: 0.0312377 | Time: 1941.69 ms [2021-03-12 22:12:29 main:581] : INFO : Epoch 1882 | loss: 0.0312336 | val_loss: 0.0312373 | Time: 1944.91 ms [2021-03-12 22:12:31 main:581] : INFO : Epoch 1883 | loss: 0.0312341 | val_loss: 0.0312378 | Time: 1977.2 ms [2021-03-12 22:12:33 main:581] : INFO : Epoch 1884 | loss: 0.031236 | val_loss: 0.0312377 | Time: 1915.51 ms [2021-03-12 22:12:35 main:581] : INFO : Epoch 1885 | loss: 0.0312355 | val_loss: 0.0312376 | Time: 1972.3 ms [2021-03-12 22:12:37 main:581] : INFO : Epoch 1886 | loss: 0.0312361 | val_loss: 0.0312376 | Time: 1930.41 ms [2021-03-12 22:12:39 main:581] : INFO : Epoch 1887 | loss: 0.0312346 | val_loss: 0.0312371 | Time: 2006.5 ms [2021-03-12 22:12:41 main:581] : INFO : Epoch 1888 | loss: 0.0312342 | val_loss: 0.0312369 | Time: 2019.23 ms [2021-03-12 22:12:43 main:581] : INFO : Epoch 1889 | loss: 0.0312338 | val_loss: 0.0312393 | Time: 1966.51 ms [2021-03-12 22:12:45 main:581] : INFO : Epoch 1890 | loss: 0.0312342 | val_loss: 0.0312367 | Time: 2057.75 ms [2021-03-12 22:12:47 main:581] : INFO : Epoch 1891 | loss: 0.031234 | val_loss: 0.0312377 | Time: 1990.27 ms [2021-03-12 22:12:49 main:581] : INFO : Epoch 1892 | loss: 0.0312344 | val_loss: 0.0312376 | Time: 1942.41 ms [2021-03-12 22:12:51 main:581] : INFO : Epoch 1893 | loss: 0.0312339 | val_loss: 0.0312377 | Time: 1866.05 ms [2021-03-12 22:12:53 main:581] : INFO : Epoch 1894 | loss: 0.031234 | val_loss: 0.0312371 | Time: 1959.89 ms [2021-03-12 22:12:55 main:581] : INFO : Epoch 1895 | loss: 0.0312347 | val_loss: 0.0312385 | Time: 1949.65 ms [2021-03-12 22:12:57 main:581] : INFO : Epoch 1896 | loss: 0.031236 | val_loss: 0.0312371 | Time: 1953.02 ms [2021-03-12 22:12:59 main:581] : INFO : Epoch 1897 | loss: 0.0312366 | val_loss: 0.0312419 | Time: 1983.48 ms [2021-03-12 22:13:01 main:581] : INFO : Epoch 1898 | loss: 0.031234 | val_loss: 0.0312368 | Time: 2003.13 ms [2021-03-12 22:13:03 main:581] : INFO : Epoch 1899 | loss: 0.031234 | val_loss: 0.0312369 | Time: 1887.31 ms [2021-03-12 22:13:05 main:581] : INFO : Epoch 1900 | loss: 0.0312336 | val_loss: 0.0312394 | Time: 1917.82 ms [2021-03-12 22:13:06 main:581] : INFO : Epoch 1901 | loss: 0.0312345 | val_loss: 0.0312377 | Time: 1879.73 ms [2021-03-12 22:13:08 main:581] : INFO : Epoch 1902 | loss: 0.0312362 | val_loss: 0.0312383 | Time: 1984.83 ms [2021-03-12 22:13:10 main:581] : INFO : Epoch 1903 | loss: 0.0312345 | val_loss: 0.0312398 | Time: 2006.44 ms [2021-03-12 22:13:12 main:581] : INFO : Epoch 1904 | loss: 0.031235 | val_loss: 0.0312374 | Time: 1966.88 ms [2021-03-12 22:13:14 main:581] : INFO : Epoch 1905 | loss: 0.0312336 | val_loss: 0.0312373 | Time: 1869.93 ms [2021-03-12 22:13:16 main:581] : INFO : Epoch 1906 | loss: 0.0312337 | val_loss: 0.0312373 | Time: 1910.51 ms [2021-03-12 22:13:18 main:581] : INFO : Epoch 1907 | loss: 0.0312342 | val_loss: 0.031239 | Time: 1996.09 ms [2021-03-12 22:13:20 main:581] : INFO : Epoch 1908 | loss: 0.0312352 | val_loss: 0.0312371 | Time: 1940.67 ms [2021-03-12 22:13:22 main:581] : INFO : Epoch 1909 | loss: 0.0312341 | val_loss: 0.0312382 | Time: 2016.51 ms [2021-03-12 22:13:24 main:581] : INFO : Epoch 1910 | loss: 0.0312346 | val_loss: 0.0312379 | Time: 1968.14 ms [2021-03-12 22:13:26 main:581] : INFO : Epoch 1911 | loss: 0.0312341 | val_loss: 0.0312386 | Time: 1976.89 ms [2021-03-12 22:13:28 main:581] : INFO : Epoch 1912 | loss: 0.0312345 | val_loss: 0.0312378 | Time: 1868.19 ms [2021-03-12 22:13:30 main:581] : INFO : Epoch 1913 | loss: 0.0312343 | val_loss: 0.0312394 | Time: 1932.46 ms [2021-03-12 22:13:32 main:581] : INFO : Epoch 1914 | loss: 0.031234 | val_loss: 0.0312381 | Time: 1956.32 ms [2021-03-12 22:13:34 main:581] : INFO : Epoch 1915 | loss: 0.0312338 | val_loss: 0.0312383 | Time: 2012.53 ms [2021-03-12 22:13:36 main:581] : INFO : Epoch 1916 | loss: 0.0312341 | val_loss: 0.0312379 | Time: 1976.91 ms [2021-03-12 22:13:38 main:581] : INFO : Epoch 1917 | loss: 0.0312356 | val_loss: 0.0312403 | Time: 2030.75 ms [2021-03-12 22:13:40 main:581] : INFO : Epoch 1918 | loss: 0.0312366 | val_loss: 0.0312379 | Time: 1948.49 ms [2021-03-12 22:13:42 main:581] : INFO : Epoch 1919 | loss: 0.0312349 | val_loss: 0.031237 | Time: 2003.59 ms [2021-03-12 22:13:44 main:581] : INFO : Epoch 1920 | loss: 0.0312357 | val_loss: 0.0312373 | Time: 1954.57 ms [2021-03-12 22:13:46 main:581] : INFO : Epoch 1921 | loss: 0.031234 | val_loss: 0.0312375 | Time: 1986.29 ms [2021-03-12 22:13:48 main:581] : INFO : Epoch 1922 | loss: 0.0312368 | val_loss: 0.0312411 | Time: 2057.93 ms [2021-03-12 22:13:50 main:581] : INFO : Epoch 1923 | loss: 0.0312382 | val_loss: 0.0312365 | Time: 1924.56 ms [2021-03-12 22:13:52 main:581] : INFO : Epoch 1924 | loss: 0.031236 | val_loss: 0.0312377 | Time: 1990.54 ms [2021-03-12 22:13:54 main:581] : INFO : Epoch 1925 | loss: 0.0312363 | val_loss: 0.0312467 | Time: 1935.5 ms [2021-03-12 22:13:56 main:581] : INFO : Epoch 1926 | loss: 0.0312378 | val_loss: 0.0312399 | Time: 2008.41 ms [2021-03-12 22:13:58 main:581] : INFO : Epoch 1927 | loss: 0.0312353 | val_loss: 0.0312382 | Time: 2163.97 ms [2021-03-12 22:14:00 main:581] : INFO : Epoch 1928 | loss: 0.0312348 | val_loss: 0.0312375 | Time: 1966.42 ms [2021-03-12 22:14:02 main:581] : INFO : Epoch 1929 | loss: 0.0312336 | val_loss: 0.0312393 | Time: 1963.91 ms [2021-03-12 22:14:04 main:581] : INFO : Epoch 1930 | loss: 0.031235 | val_loss: 0.0312377 | Time: 1955.28 ms [2021-03-12 22:14:06 main:581] : INFO : Epoch 1931 | loss: 0.0312356 | val_loss: 0.0312381 | Time: 1953.03 ms [2021-03-12 22:14:08 main:581] : INFO : Epoch 1932 | loss: 0.0312341 | val_loss: 0.0312373 | Time: 1955.56 ms [2021-03-12 22:14:10 main:581] : INFO : Epoch 1933 | loss: 0.0312336 | val_loss: 0.0312381 | Time: 1983.14 ms [2021-03-12 22:14:12 main:581] : INFO : Epoch 1934 | loss: 0.031235 | val_loss: 0.0312384 | Time: 1980.65 ms [2021-03-12 22:14:14 main:581] : INFO : Epoch 1935 | loss: 0.0312354 | val_loss: 0.0312405 | Time: 1925.62 ms [2021-03-12 22:14:16 main:581] : INFO : Epoch 1936 | loss: 0.0312385 | val_loss: 0.0312463 | Time: 1973.06 ms [2021-03-12 22:14:18 main:581] : INFO : Epoch 1937 | loss: 0.0312366 | val_loss: 0.0312385 | Time: 1954.38 ms [2021-03-12 22:14:19 main:581] : INFO : Epoch 1938 | loss: 0.0312349 | val_loss: 0.0312394 | Time: 1990.63 ms [2021-03-12 22:14:22 main:581] : INFO : Epoch 1939 | loss: 0.0312347 | val_loss: 0.0312384 | Time: 2013.58 ms [2021-03-12 22:14:23 main:581] : INFO : Epoch 1940 | loss: 0.0312338 | val_loss: 0.0312373 | Time: 1942.24 ms [2021-03-12 22:14:25 main:581] : INFO : Epoch 1941 | loss: 0.0312345 | val_loss: 0.0312369 | Time: 2014.12 ms [2021-03-12 22:14:27 main:581] : INFO : Epoch 1942 | loss: 0.0312344 | val_loss: 0.0312365 | Time: 1929.47 ms [2021-03-12 22:14:29 main:581] : INFO : Epoch 1943 | loss: 0.0312344 | val_loss: 0.0312393 | Time: 1984.44 ms [2021-03-12 22:14:31 main:581] : INFO : Epoch 1944 | loss: 0.0312341 | val_loss: 0.0312381 | Time: 1985.3 ms [2021-03-12 22:14:33 main:581] : INFO : Epoch 1945 | loss: 0.0312351 | val_loss: 0.0312404 | Time: 1940.88 ms [2021-03-12 22:14:35 main:581] : INFO : Epoch 1946 | loss: 0.0312346 | val_loss: 0.0312375 | Time: 1976.29 ms [2021-03-12 22:14:37 main:581] : INFO : Epoch 1947 | loss: 0.0312355 | val_loss: 0.0312385 | Time: 1934.92 ms [2021-03-12 22:14:39 main:581] : INFO : Epoch 1948 | loss: 0.0312363 | val_loss: 0.0312413 | Time: 1868.91 ms [2021-03-12 22:14:41 main:581] : INFO : Epoch 1949 | loss: 0.0312364 | val_loss: 0.031237 | Time: 1982.81 ms [2021-03-12 22:14:43 main:581] : INFO : Epoch 1950 | loss: 0.0312345 | val_loss: 0.0312404 | Time: 1905.53 ms [2021-03-12 22:14:45 main:581] : INFO : Epoch 1951 | loss: 0.0312337 | val_loss: 0.0312368 | Time: 1952.59 ms [2021-03-12 22:14:47 main:581] : INFO : Epoch 1952 | loss: 0.0312336 | val_loss: 0.0312375 | Time: 1938.65 ms [2021-03-12 22:14:49 main:581] : INFO : Epoch 1953 | loss: 0.0312374 | val_loss: 0.0312417 | Time: 1901.69 ms [2021-03-12 22:14:51 main:581] : INFO : Epoch 1954 | loss: 0.0312343 | val_loss: 0.0312412 | Time: 1955.42 ms [2021-03-12 22:14:53 main:581] : INFO : Epoch 1955 | loss: 0.0312353 | val_loss: 0.0312404 | Time: 1949.19 ms [2021-03-12 22:14:55 main:581] : INFO : Epoch 1956 | loss: 0.031235 | val_loss: 0.0312373 | Time: 1847.66 ms [2021-03-12 22:14:56 main:581] : INFO : Epoch 1957 | loss: 0.031234 | val_loss: 0.0312392 | Time: 1822.93 ms [2021-03-12 22:14:58 main:581] : INFO : Epoch 1958 | loss: 0.0312359 | val_loss: 0.0312414 | Time: 1902.81 ms [2021-03-12 22:15:00 main:581] : INFO : Epoch 1959 | loss: 0.0312353 | val_loss: 0.031241 | Time: 1957.17 ms [2021-03-12 22:15:02 main:581] : INFO : Epoch 1960 | loss: 0.031236 | val_loss: 0.03124 | Time: 2004.65 ms [2021-03-12 22:15:04 main:581] : INFO : Epoch 1961 | loss: 0.0312374 | val_loss: 0.0312383 | Time: 1975.4 ms [2021-03-12 22:15:06 main:581] : INFO : Epoch 1962 | loss: 0.0312355 | val_loss: 0.0312387 | Time: 2009.72 ms [2021-03-12 22:15:08 main:581] : INFO : Epoch 1963 | loss: 0.0312342 | val_loss: 0.0312371 | Time: 1990.55 ms [2021-03-12 22:15:10 main:581] : INFO : Epoch 1964 | loss: 0.031234 | val_loss: 0.0312398 | Time: 1874.93 ms [2021-03-12 22:15:12 main:581] : INFO : Epoch 1965 | loss: 0.0312337 | val_loss: 0.0312378 | Time: 1980.83 ms [2021-03-12 22:15:14 main:581] : INFO : Epoch 1966 | loss: 0.0312339 | val_loss: 0.031237 | Time: 2001.34 ms [2021-03-12 22:15:16 main:581] : INFO : Epoch 1967 | loss: 0.0312344 | val_loss: 0.0312428 | Time: 1993.72 ms [2021-03-12 22:15:18 main:581] : INFO : Epoch 1968 | loss: 0.0312356 | val_loss: 0.0312399 | Time: 1967.47 ms [2021-03-12 22:15:20 main:581] : INFO : Epoch 1969 | loss: 0.0312347 | val_loss: 0.0312368 | Time: 1971.77 ms [2021-03-12 22:15:22 main:581] : INFO : Epoch 1970 | loss: 0.0312343 | val_loss: 0.0312372 | Time: 1972.29 ms [2021-03-12 22:15:24 main:581] : INFO : Epoch 1971 | loss: 0.0312339 | val_loss: 0.0312386 | Time: 2047.85 ms [2021-03-12 22:15:26 main:581] : INFO : Epoch 1972 | loss: 0.0312341 | val_loss: 0.0312371 | Time: 2021.65 ms [2021-03-12 22:15:28 main:581] : INFO : Epoch 1973 | loss: 0.0312335 | val_loss: 0.0312381 | Time: 1957.56 ms [2021-03-12 22:15:30 main:581] : INFO : Epoch 1974 | loss: 0.0312338 | val_loss: 0.0312367 | Time: 1895.31 ms [2021-03-12 22:15:32 main:581] : INFO : Epoch 1975 | loss: 0.0312336 | val_loss: 0.0312369 | Time: 1967.93 ms [2021-03-12 22:15:34 main:581] : INFO : Epoch 1976 | loss: 0.0312342 | val_loss: 0.0312393 | Time: 1988.77 ms [2021-03-12 22:15:36 main:581] : INFO : Epoch 1977 | loss: 0.031234 | val_loss: 0.0312369 | Time: 2002.48 ms [2021-03-12 22:15:38 main:581] : INFO : Epoch 1978 | loss: 0.0312341 | val_loss: 0.031238 | Time: 1964.06 ms [2021-03-12 22:15:40 main:581] : INFO : Epoch 1979 | loss: 0.0312343 | val_loss: 0.031237 | Time: 1963.43 ms [2021-03-12 22:15:42 main:581] : INFO : Epoch 1980 | loss: 0.0312344 | val_loss: 0.0312371 | Time: 1972.69 ms [2021-03-12 22:15:44 main:581] : INFO : Epoch 1981 | loss: 0.0312339 | val_loss: 0.0312374 | Time: 1926.97 ms [2021-03-12 22:15:46 main:581] : INFO : Epoch 1982 | loss: 0.031234 | val_loss: 0.0312373 | Time: 1961.79 ms [2021-03-12 22:15:48 main:581] : INFO : Epoch 1983 | loss: 0.0312355 | val_loss: 0.0312376 | Time: 1910.71 ms [2021-03-12 22:15:50 main:581] : INFO : Epoch 1984 | loss: 0.031236 | val_loss: 0.0312416 | Time: 2000.89 ms [2021-03-12 22:15:51 main:581] : INFO : Epoch 1985 | loss: 0.0312388 | val_loss: 0.0312453 | Time: 1852.9 ms [2021-03-12 22:15:53 main:581] : INFO : Epoch 1986 | loss: 0.0312391 | val_loss: 0.0312455 | Time: 1899.7 ms [2021-03-12 22:15:55 main:581] : INFO : Epoch 1987 | loss: 0.0312377 | val_loss: 0.031237 | Time: 1846.37 ms [2021-03-12 22:15:57 main:581] : INFO : Epoch 1988 | loss: 0.0312341 | val_loss: 0.0312375 | Time: 1857.14 ms [2021-03-12 22:15:59 main:581] : INFO : Epoch 1989 | loss: 0.0312343 | val_loss: 0.0312401 | Time: 1990.14 ms [2021-03-12 22:16:01 main:581] : INFO : Epoch 1990 | loss: 0.0312354 | val_loss: 0.0312411 | Time: 1923.13 ms [2021-03-12 22:16:03 main:581] : INFO : Epoch 1991 | loss: 0.0312354 | val_loss: 0.0312378 | Time: 1927.02 ms [2021-03-12 22:16:05 main:581] : INFO : Epoch 1992 | loss: 0.0312342 | val_loss: 0.0312378 | Time: 1789.17 ms [2021-03-12 22:16:07 main:581] : INFO : Epoch 1993 | loss: 0.0312339 | val_loss: 0.0312364 | Time: 1929.91 ms [2021-03-12 22:16:08 main:581] : INFO : Epoch 1994 | loss: 0.0312343 | val_loss: 0.0312374 | Time: 1913.13 ms [2021-03-12 22:16:10 main:581] : INFO : Epoch 1995 | loss: 0.0312334 | val_loss: 0.0312374 | Time: 2013.26 ms [2021-03-12 22:16:12 main:581] : INFO : Epoch 1996 | loss: 0.0312371 | val_loss: 0.0312428 | Time: 1979.12 ms [2021-03-12 22:16:14 main:581] : INFO : Epoch 1997 | loss: 0.0312364 | val_loss: 0.031244 | Time: 1958.39 ms [2021-03-12 22:16:16 main:581] : INFO : Epoch 1998 | loss: 0.0312341 | val_loss: 0.0312382 | Time: 1980.66 ms [2021-03-12 22:16:18 main:581] : INFO : Epoch 1999 | loss: 0.0312336 | val_loss: 0.0312362 | Time: 1980.13 ms [2021-03-12 22:16:20 main:581] : INFO : Epoch 2000 | loss: 0.0312335 | val_loss: 0.0312368 | Time: 1943.78 ms [2021-03-12 22:16:22 main:581] : INFO : Epoch 2001 | loss: 0.0312351 | val_loss: 0.0312377 | Time: 2012.73 ms [2021-03-12 22:16:24 main:581] : INFO : Epoch 2002 | loss: 0.0312341 | val_loss: 0.0312365 | Time: 1975.87 ms [2021-03-12 22:16:26 main:581] : INFO : Epoch 2003 | loss: 0.0312345 | val_loss: 0.0312398 | Time: 2176.81 ms [2021-03-12 22:16:28 main:581] : INFO : Epoch 2004 | loss: 0.0312351 | val_loss: 0.031238 | Time: 1988.04 ms [2021-03-12 22:16:31 main:581] : INFO : Epoch 2005 | loss: 0.0312345 | val_loss: 0.0312376 | Time: 2110.73 ms [2021-03-12 22:16:33 main:581] : INFO : Epoch 2006 | loss: 0.0312355 | val_loss: 0.0312383 | Time: 1969.14 ms [2021-03-12 22:16:34 main:581] : INFO : Epoch 2007 | loss: 0.031235 | val_loss: 0.0312397 | Time: 1925.41 ms [2021-03-12 22:16:36 main:581] : INFO : Epoch 2008 | loss: 0.0312355 | val_loss: 0.0312384 | Time: 1814.76 ms [2021-03-12 22:16:38 main:581] : INFO : Epoch 2009 | loss: 0.0312353 | val_loss: 0.0312391 | Time: 1969.11 ms [2021-03-12 22:16:40 main:581] : INFO : Epoch 2010 | loss: 0.031236 | val_loss: 0.0312388 | Time: 1948.95 ms [2021-03-12 22:16:42 main:581] : INFO : Epoch 2011 | loss: 0.0312354 | val_loss: 0.0312423 | Time: 1946.34 ms [2021-03-12 22:16:44 main:581] : INFO : Epoch 2012 | loss: 0.0312355 | val_loss: 0.0312363 | Time: 1998.27 ms [2021-03-12 22:16:46 main:581] : INFO : Epoch 2013 | loss: 0.0312339 | val_loss: 0.0312373 | Time: 1943.43 ms [2021-03-12 22:16:48 main:581] : INFO : Epoch 2014 | loss: 0.0312331 | val_loss: 0.0312368 | Time: 1987.16 ms [2021-03-12 22:16:50 main:581] : INFO : Epoch 2015 | loss: 0.031233 | val_loss: 0.0312365 | Time: 2002.68 ms [2021-03-12 22:16:52 main:581] : INFO : Epoch 2016 | loss: 0.0312333 | val_loss: 0.0312368 | Time: 1979.2 ms [2021-03-12 22:16:54 main:581] : INFO : Epoch 2017 | loss: 0.0312334 | val_loss: 0.0312397 | Time: 1991.59 ms [2021-03-12 22:16:56 main:581] : INFO : Epoch 2018 | loss: 0.0312336 | val_loss: 0.0312379 | Time: 1820.25 ms [2021-03-12 22:16:58 main:581] : INFO : Epoch 2019 | loss: 0.0312341 | val_loss: 0.0312374 | Time: 1838.6 ms [2021-03-12 22:17:00 main:581] : INFO : Epoch 2020 | loss: 0.0312338 | val_loss: 0.0312364 | Time: 1979.36 ms [2021-03-12 22:17:02 main:581] : INFO : Epoch 2021 | loss: 0.031235 | val_loss: 0.0312366 | Time: 1899 ms [2021-03-12 22:17:04 main:581] : INFO : Epoch 2022 | loss: 0.0312359 | val_loss: 0.0312421 | Time: 1934.39 ms [2021-03-12 22:17:06 main:581] : INFO : Epoch 2023 | loss: 0.0312345 | val_loss: 0.0312365 | Time: 1989.13 ms [2021-03-12 22:17:07 main:581] : INFO : Epoch 2024 | loss: 0.031234 | val_loss: 0.0312395 | Time: 1946.17 ms [2021-03-12 22:17:09 main:581] : INFO : Epoch 2025 | loss: 0.031235 | val_loss: 0.0312378 | Time: 1976.49 ms [2021-03-12 22:17:11 main:581] : INFO : Epoch 2026 | loss: 0.0312366 | val_loss: 0.0312364 | Time: 1941.83 ms [2021-03-12 22:17:13 main:581] : INFO : Epoch 2027 | loss: 0.0312339 | val_loss: 0.031238 | Time: 1890.7 ms [2021-03-12 22:17:15 main:581] : INFO : Epoch 2028 | loss: 0.0312339 | val_loss: 0.0312372 | Time: 1965.41 ms [2021-03-12 22:17:17 main:581] : INFO : Epoch 2029 | loss: 0.0312341 | val_loss: 0.0312406 | Time: 1958.25 ms [2021-03-12 22:17:19 main:581] : INFO : Epoch 2030 | loss: 0.0312333 | val_loss: 0.0312388 | Time: 1949.92 ms [2021-03-12 22:17:21 main:581] : INFO : Epoch 2031 | loss: 0.0312371 | val_loss: 0.0312392 | Time: 1906.48 ms [2021-03-12 22:17:23 main:581] : INFO : Epoch 2032 | loss: 0.0312382 | val_loss: 0.0312375 | Time: 1996.6 ms [2021-03-12 22:17:25 main:581] : INFO : Epoch 2033 | loss: 0.0312358 | val_loss: 0.0312365 | Time: 1981.88 ms [2021-03-12 22:17:27 main:581] : INFO : Epoch 2034 | loss: 0.0312351 | val_loss: 0.0312391 | Time: 1986.07 ms [2021-03-12 22:17:29 main:581] : INFO : Epoch 2035 | loss: 0.0312328 | val_loss: 0.0312365 | Time: 1975.09 ms [2021-03-12 22:17:31 main:581] : INFO : Epoch 2036 | loss: 0.0312347 | val_loss: 0.0312362 | Time: 1984.6 ms [2021-03-12 22:17:33 main:581] : INFO : Epoch 2037 | loss: 0.0312364 | val_loss: 0.0312392 | Time: 1987.56 ms [2021-03-12 22:17:35 main:581] : INFO : Epoch 2038 | loss: 0.031234 | val_loss: 0.0312372 | Time: 1897.64 ms [2021-03-12 22:17:37 main:581] : INFO : Epoch 2039 | loss: 0.0312333 | val_loss: 0.0312372 | Time: 1905.8 ms [2021-03-12 22:17:39 main:581] : INFO : Epoch 2040 | loss: 0.0312339 | val_loss: 0.0312391 | Time: 1984.17 ms [2021-03-12 22:17:41 main:581] : INFO : Epoch 2041 | loss: 0.0312339 | val_loss: 0.0312384 | Time: 1989.18 ms [2021-03-12 22:17:43 main:581] : INFO : Epoch 2042 | loss: 0.0312367 | val_loss: 0.0312369 | Time: 1973.5 ms [2021-03-12 22:17:45 main:581] : INFO : Epoch 2043 | loss: 0.0312351 | val_loss: 0.0312372 | Time: 1941.51 ms [2021-03-12 22:17:47 main:581] : INFO : Epoch 2044 | loss: 0.0312384 | val_loss: 0.0312371 | Time: 1982.1 ms [2021-03-12 22:17:49 main:581] : INFO : Epoch 2045 | loss: 0.0312357 | val_loss: 0.0312412 | Time: 2007.61 ms [2021-03-12 22:17:51 main:581] : INFO : Epoch 2046 | loss: 0.0312367 | val_loss: 0.0312371 | Time: 1985.34 ms [2021-03-12 22:17:53 main:581] : INFO : Epoch 2047 | loss: 0.0312331 | val_loss: 0.0312364 | Time: 1955.82 ms [2021-03-12 22:17:54 main:581] : INFO : Epoch 2048 | loss: 0.0312333 | val_loss: 0.0312365 | Time: 1873.08 ms [2021-03-12 22:17:54 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312365 [2021-03-12 22:17:54 main:610] : INFO : Saving end state to config to file [2021-03-12 22:17:54 main:615] : INFO : Success, exiting.. 22:17:54 (3146368): 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)