Task 5110375
| Name | ParityMachine-1619583502-9475-0_0 |
| Workunit | 3068053 |
| Created | 28 Apr 2021, 4:18:26 UTC |
| Sent | 5 May 2021, 4:25:37 UTC |
| Report deadline | 13 May 2021, 4:25:37 UTC |
| Received | 5 May 2021, 13:35:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 10 min 11 sec |
| CPU time | 1 hours 10 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 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 | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1538 | loss: 0.0309576 | val_loss: 0.0313121 | Time: 2071.85 ms [2021-05-05 09:18:10 main:581] : INFO : Epoch 1539 | loss: 0.0309604 | val_loss: 0.0313472 | Time: 1950.97 ms [2021-05-05 09:18:12 main:581] : INFO : Epoch 1540 | loss: 0.0309589 | val_loss: 0.0313414 | Time: 2049.39 ms [2021-05-05 09:18:14 main:581] : INFO : Epoch 1541 | loss: 0.0309534 | val_loss: 0.0313258 | Time: 2050.94 ms [2021-05-05 09:18:16 main:581] : INFO : Epoch 1542 | loss: 0.0309521 | val_loss: 0.031346 | Time: 2080.81 ms [2021-05-05 09:18:18 main:581] : INFO : Epoch 1543 | loss: 0.0309529 | val_loss: 0.0313531 | Time: 2015.89 ms [2021-05-05 09:18:20 main:581] : INFO : Epoch 1544 | loss: 0.030961 | val_loss: 0.0313354 | Time: 2028.58 ms [2021-05-05 09:18:22 main:581] : INFO : Epoch 1545 | loss: 0.0309593 | val_loss: 0.0313551 | Time: 2049.4 ms [2021-05-05 09:18:24 main:581] : INFO : Epoch 1546 | loss: 0.0309572 | val_loss: 0.0313333 | Time: 1998.84 ms [2021-05-05 09:18:26 main:581] : INFO : Epoch 1547 | loss: 0.0309549 | val_loss: 0.0313663 | Time: 2011.71 ms [2021-05-05 09:18:28 main:581] : INFO : Epoch 1548 | loss: 0.0309652 | val_loss: 0.0312859 | Time: 2105.54 ms [2021-05-05 09:18:31 main:581] : INFO : Epoch 1549 | loss: 0.0309676 | val_loss: 0.0313611 | Time: 2208.72 ms [2021-05-05 09:18:33 main:581] : INFO : Epoch 1550 | loss: 0.0309659 | val_loss: 0.0313293 | Time: 2078.76 ms [2021-05-05 09:18:35 main:581] : INFO : Epoch 1551 | loss: 0.0309577 | val_loss: 0.0313593 | Time: 2102.46 ms [2021-05-05 09:18:37 main:581] : INFO : Epoch 1552 | loss: 0.0309589 | val_loss: 0.0313078 | Time: 2062.37 ms [2021-05-05 09:18:39 main:581] : INFO : Epoch 1553 | loss: 0.0309664 | val_loss: 0.0313287 | Time: 2227.36 ms [2021-05-05 09:18:41 main:581] : INFO : Epoch 1554 | loss: 0.0309631 | val_loss: 0.0313432 | Time: 2065.56 ms [2021-05-05 09:18:43 main:581] : INFO : Epoch 1555 | loss: 0.0309595 | val_loss: 0.0313431 | Time: 2123.41 ms [2021-05-05 09:18:45 main:581] : INFO : Epoch 1556 | loss: 0.0309572 | val_loss: 0.0313042 | Time: 2099.3 ms [2021-05-05 09:18:47 main:581] : INFO : Epoch 1557 | loss: 0.030962 | val_loss: 0.0313543 | Time: 2065.46 ms [2021-05-05 09:18:50 main:581] : INFO : Epoch 1558 | loss: 0.0309607 | val_loss: 0.0312938 | Time: 2285.71 ms [2021-05-05 09:18:52 main:581] : INFO : Epoch 1559 | loss: 0.0309596 | val_loss: 0.031346 | Time: 2220.57 ms [2021-05-05 09:18:54 main:581] : INFO : Epoch 1560 | loss: 0.0309657 | val_loss: 0.0313377 | Time: 2041.23 ms [2021-05-05 09:18:56 main:581] : INFO : Epoch 1561 | loss: 0.0309636 | val_loss: 0.0313211 | Time: 2103.17 ms [2021-05-05 09:18:58 main:581] : INFO : Epoch 1562 | loss: 0.0309646 | val_loss: 0.0313272 | Time: 2032.56 ms [2021-05-05 09:19:00 main:581] : INFO : Epoch 1563 | loss: 0.0309573 | val_loss: 0.0313442 | Time: 1896.84 ms [2021-05-05 09:19:02 main:581] : INFO : Epoch 1564 | loss: 0.0309592 | val_loss: 0.0313312 | Time: 2000.91 ms [2021-05-05 09:19:04 main:581] : INFO : Epoch 1565 | loss: 0.0309591 | val_loss: 0.0313204 | Time: 2072.46 ms [2021-05-05 09:19:07 main:581] : INFO : Epoch 1566 | loss: 0.0309673 | val_loss: 0.0313152 | Time: 2361.82 ms [2021-05-05 09:19:09 main:581] : INFO : Epoch 1567 | loss: 0.0310277 | val_loss: 0.031298 | Time: 2087.57 ms [2021-05-05 09:19:11 main:581] : INFO : Epoch 1568 | loss: 0.0309976 | val_loss: 0.0313272 | Time: 2010.75 ms [2021-05-05 09:19:13 main:581] : INFO : Epoch 1569 | loss: 0.0309668 | val_loss: 0.0313385 | Time: 2185.06 ms [2021-05-05 09:19:15 main:581] : INFO : Epoch 1570 | loss: 0.0309548 | val_loss: 0.0313507 | Time: 2097.38 ms [2021-05-05 09:19:17 main:581] : INFO : Epoch 1571 | loss: 0.0309621 | val_loss: 0.0313054 | Time: 2107.95 ms [2021-05-05 09:19:19 main:581] : INFO : Epoch 1572 | loss: 0.0309564 | val_loss: 0.0313416 | Time: 2063.55 ms [2021-05-05 09:19:21 main:581] : INFO : Epoch 1573 | loss: 0.0309544 | val_loss: 0.0313237 | Time: 2026.22 ms [2021-05-05 09:19:23 main:581] : INFO : Epoch 1574 | loss: 0.0309591 | val_loss: 0.0313957 | Time: 1988.28 ms [2021-05-05 09:19:25 main:581] : INFO : Epoch 1575 | loss: 0.0309607 | val_loss: 0.0313378 | Time: 1990.32 ms [2021-05-05 09:19:27 main:581] : INFO : Epoch 1576 | loss: 0.0309546 | val_loss: 0.0313272 | Time: 2045.39 ms [2021-05-05 09:19:29 main:581] : INFO : Epoch 1577 | loss: 0.0309575 | val_loss: 0.0313289 | Time: 2065.05 ms [2021-05-05 09:19:31 main:581] : INFO : Epoch 1578 | loss: 0.0309584 | val_loss: 0.0312865 | Time: 2049.92 ms [2021-05-05 09:19:33 main:581] : INFO : Epoch 1579 | loss: 0.0309607 | val_loss: 0.031312 | Time: 2042.91 ms [2021-05-05 09:19:35 main:581] : INFO : Epoch 1580 | loss: 0.0309625 | val_loss: 0.0313492 | Time: 2076.5 ms [2021-05-05 09:19:37 main:581] : INFO : Epoch 1581 | loss: 0.0309692 | val_loss: 0.0313501 | Time: 1990.9 ms [2021-05-05 09:19:39 main:581] : INFO : Epoch 1582 | loss: 0.0309591 | val_loss: 0.031342 | Time: 2125.18 ms [2021-05-05 09:19:42 main:581] : INFO : Epoch 1583 | loss: 0.0309477 | val_loss: 0.0313481 | Time: 2092.32 ms [2021-05-05 09:19:44 main:581] : INFO : Epoch 1584 | loss: 0.0309544 | val_loss: 0.0313304 | Time: 2259.27 ms [2021-05-05 09:19:46 main:581] : INFO : Epoch 1585 | loss: 0.0310118 | val_loss: 0.0312521 | Time: 1916.37 ms [2021-05-05 09:19:48 main:581] : INFO : Epoch 1586 | loss: 0.0310443 | val_loss: 0.0312931 | Time: 1994.33 ms [2021-05-05 09:19:50 main:581] : INFO : Epoch 1587 | loss: 0.0309971 | val_loss: 0.0313016 | Time: 2026.83 ms [2021-05-05 09:19:52 main:581] : INFO : Epoch 1588 | loss: 0.0309623 | val_loss: 0.0313257 | Time: 2057.2 ms [2021-05-05 09:19:54 main:581] : INFO : Epoch 1589 | loss: 0.0309593 | val_loss: 0.0313024 | Time: 2052.93 ms [2021-05-05 09:19:56 main:581] : INFO : Epoch 1590 | loss: 0.0309575 | val_loss: 0.0313448 | Time: 2036.34 ms [2021-05-05 09:19:58 main:581] : INFO : Epoch 1591 | loss: 0.0309621 | val_loss: 0.031308 | Time: 2107.29 ms [2021-05-05 09:20:00 main:581] : INFO : Epoch 1592 | loss: 0.0309602 | val_loss: 0.031323 | Time: 2150.74 ms [2021-05-05 09:20:02 main:581] : INFO : Epoch 1593 | loss: 0.03096 | val_loss: 0.0313176 | Time: 2013.76 ms [2021-05-05 09:20:04 main:581] : INFO : Epoch 1594 | loss: 0.0309626 | val_loss: 0.0313411 | Time: 2042.89 ms [2021-05-05 09:20:06 main:581] : INFO : Epoch 1595 | loss: 0.0309592 | val_loss: 0.0312875 | Time: 2145.54 ms [2021-05-05 09:20:09 main:581] : INFO : Epoch 1596 | loss: 0.0309719 | val_loss: 0.0313396 | Time: 2228.97 ms [2021-05-05 09:20:11 main:581] : INFO : Epoch 1597 | loss: 0.0309703 | val_loss: 0.0313446 | Time: 2422.12 ms [2021-05-05 09:20:13 main:581] : INFO : Epoch 1598 | loss: 0.0309627 | val_loss: 0.0313084 | Time: 2041.71 ms [2021-05-05 09:20:15 main:581] : INFO : Epoch 1599 | loss: 0.0309653 | val_loss: 0.0313321 | Time: 2262.62 ms [2021-05-05 09:20:18 main:581] : INFO : Epoch 1600 | loss: 0.0309577 | val_loss: 0.0313232 | Time: 2601.06 ms [2021-05-05 09:20:20 main:581] : INFO : Epoch 1601 | loss: 0.0309619 | val_loss: 0.0313164 | Time: 2306.47 ms [2021-05-05 09:20:22 main:581] : INFO : Epoch 1602 | loss: 0.0309615 | val_loss: 0.0313247 | Time: 2160.59 ms [2021-05-05 09:20:25 main:581] : INFO : Epoch 1603 | loss: 0.0309599 | val_loss: 0.0313348 | Time: 2311.5 ms [2021-05-05 09:20:27 main:581] : INFO : Epoch 1604 | loss: 0.0309628 | val_loss: 0.0312878 | Time: 2566.98 ms [2021-05-05 09:20:30 main:581] : INFO : Epoch 1605 | loss: 0.0309824 | val_loss: 0.0312819 | Time: 2572.67 ms [2021-05-05 09:20:32 main:581] : INFO : Epoch 1606 | loss: 0.0309808 | val_loss: 0.0313069 | Time: 2485.26 ms [2021-05-05 09:20:35 main:581] : INFO : Epoch 1607 | loss: 0.0309672 | val_loss: 0.0313352 | Time: 2511.31 ms [2021-05-05 09:20:37 main:581] : INFO : Epoch 1608 | loss: 0.0309596 | val_loss: 0.0313225 | Time: 2218.87 ms [2021-05-05 09:20:39 main:581] : INFO : Epoch 1609 | loss: 0.030952 | val_loss: 0.0313302 | Time: 2270.7 ms [2021-05-05 09:20:41 main:581] : INFO : Epoch 1610 | loss: 0.0309495 | val_loss: 0.0313274 | Time: 1988.39 ms [2021-05-05 09:20:43 main:581] : INFO : Epoch 1611 | loss: 0.0309495 | val_loss: 0.0313334 | Time: 2013.84 ms [2021-05-05 09:20:45 main:581] : INFO : Epoch 1612 | loss: 0.0309584 | val_loss: 0.0313668 | Time: 2163.29 ms [2021-05-05 09:20:48 main:581] : INFO : Epoch 1613 | loss: 0.0309605 | val_loss: 0.0313136 | Time: 2082.87 ms [2021-05-05 09:20:50 main:581] : INFO : Epoch 1614 | loss: 0.0309707 | val_loss: 0.0313278 | Time: 2080.33 ms [2021-05-05 09:20:52 main:581] : INFO : Epoch 1615 | loss: 0.0309643 | val_loss: 0.0312927 | Time: 2049.08 ms [2021-05-05 09:20:54 main:581] : INFO : Epoch 1616 | loss: 0.0309707 | val_loss: 0.03134 | Time: 2104.21 ms [2021-05-05 09:20:56 main:581] : INFO : Epoch 1617 | loss: 0.0309571 | val_loss: 0.0313378 | Time: 1984.33 ms [2021-05-05 09:20:58 main:581] : INFO : Epoch 1618 | loss: 0.0309567 | val_loss: 0.031337 | Time: 2084.44 ms [2021-05-05 09:21:00 main:581] : INFO : Epoch 1619 | loss: 0.0309594 | val_loss: 0.0313346 | Time: 2036.47 ms [2021-05-05 09:21:02 main:581] : INFO : Epoch 1620 | loss: 0.0309581 | val_loss: 0.0313615 | Time: 2108.74 ms [2021-05-05 09:21:04 main:581] : INFO : Epoch 1621 | loss: 0.0309558 | val_loss: 0.0313425 | Time: 2128.48 ms [2021-05-05 09:21:06 main:581] : INFO : Epoch 1622 | loss: 0.0309527 | val_loss: 0.0313295 | Time: 2130.95 ms [2021-05-05 09:21:08 main:581] : INFO : Epoch 1623 | loss: 0.0309599 | val_loss: 0.0313395 | Time: 2138.22 ms [2021-05-05 09:21:10 main:581] : INFO : Epoch 1624 | loss: 0.0309651 | val_loss: 0.0313252 | Time: 2063.93 ms [2021-05-05 09:21:13 main:581] : INFO : Epoch 1625 | loss: 0.0309643 | val_loss: 0.0313426 | Time: 2038.45 ms [2021-05-05 09:21:15 main:581] : INFO : Epoch 1626 | loss: 0.0309788 | val_loss: 0.0313109 | Time: 2086.91 ms [2021-05-05 09:21:17 main:581] : INFO : Epoch 1627 | loss: 0.0309665 | val_loss: 0.0313281 | Time: 2290.79 ms [2021-05-05 09:21:19 main:581] : INFO : Epoch 1628 | loss: 0.0309576 | val_loss: 0.0313596 | Time: 2180.35 ms [2021-05-05 09:21:21 main:581] : INFO : Epoch 1629 | loss: 0.0309585 | val_loss: 0.0313783 | Time: 2162.54 ms [2021-05-05 09:21:23 main:581] : INFO : Epoch 1630 | loss: 0.0309561 | val_loss: 0.0313122 | Time: 2209.6 ms [2021-05-05 09:21:26 main:581] : INFO : Epoch 1631 | loss: 0.0309489 | val_loss: 0.0313406 | Time: 2278.82 ms [2021-05-05 09:21:28 main:581] : INFO : Epoch 1632 | loss: 0.0309534 | val_loss: 0.0313518 | Time: 2136.72 ms [2021-05-05 09:21:30 main:581] : INFO : Epoch 1633 | loss: 0.0309579 | val_loss: 0.03134 | Time: 2150.32 ms [2021-05-05 09:21:32 main:581] : INFO : Epoch 1634 | loss: 0.0309569 | val_loss: 0.031371 | Time: 1999.99 ms [2021-05-05 09:21:34 main:581] : INFO : Epoch 1635 | loss: 0.0309559 | val_loss: 0.0313459 | Time: 2059.71 ms [2021-05-05 09:21:36 main:581] : INFO : Epoch 1636 | loss: 0.0309525 | val_loss: 0.0313454 | Time: 2065.76 ms [2021-05-05 09:21:38 main:581] : INFO : Epoch 1637 | loss: 0.0309551 | val_loss: 0.0313123 | Time: 2093.91 ms [2021-05-05 09:21:41 main:581] : INFO : Epoch 1638 | loss: 0.0309601 | val_loss: 0.0313826 | Time: 2270.12 ms [2021-05-05 09:21:43 main:581] : INFO : Epoch 1639 | loss: 0.0309609 | val_loss: 0.0313364 | Time: 2074.06 ms [2021-05-05 09:21:45 main:581] : INFO : Epoch 1640 | loss: 0.030962 | val_loss: 0.0313374 | Time: 2010.07 ms [2021-05-05 09:21:47 main:581] : INFO : Epoch 1641 | loss: 0.0309623 | val_loss: 0.0313956 | Time: 2045.3 ms [2021-05-05 09:21:49 main:581] : INFO : Epoch 1642 | loss: 0.0309637 | val_loss: 0.0313683 | Time: 2047.12 ms [2021-05-05 09:21:51 main:581] : INFO : Epoch 1643 | loss: 0.0309592 | val_loss: 0.0313123 | Time: 2000.35 ms [2021-05-05 09:21:53 main:581] : INFO : Epoch 1644 | loss: 0.0309598 | val_loss: 0.0313272 | Time: 2056.96 ms [2021-05-05 09:21:55 main:581] : INFO : Epoch 1645 | loss: 0.0309651 | val_loss: 0.0313326 | Time: 2029.78 ms [2021-05-05 09:21:57 main:581] : INFO : Epoch 1646 | loss: 0.0309729 | val_loss: 0.031331 | Time: 2091.03 ms [2021-05-05 09:21:59 main:581] : INFO : Epoch 1647 | loss: 0.030969 | val_loss: 0.0313191 | Time: 2038.64 ms [2021-05-05 09:22:01 main:581] : INFO : Epoch 1648 | loss: 0.0309648 | val_loss: 0.0313434 | Time: 2046.49 ms [2021-05-05 09:22:03 main:581] : INFO : Epoch 1649 | loss: 0.0309633 | val_loss: 0.0313321 | Time: 2060.14 ms [2021-05-05 09:22:05 main:581] : INFO : Epoch 1650 | loss: 0.0309609 | val_loss: 0.0313485 | Time: 2086.56 ms [2021-05-05 09:22:07 main:581] : INFO : Epoch 1651 | loss: 0.0309555 | val_loss: 0.0313149 | Time: 2028.89 ms [2021-05-05 09:22:09 main:581] : INFO : Epoch 1652 | loss: 0.0309612 | val_loss: 0.0313501 | Time: 2043.98 ms [2021-05-05 09:22:11 main:581] : INFO : Epoch 1653 | loss: 0.0309661 | val_loss: 0.031298 | Time: 2168.28 ms [2021-05-05 09:22:13 main:581] : INFO : Epoch 1654 | loss: 0.0309821 | val_loss: 0.0313103 | Time: 2041.34 ms [2021-05-05 09:22:15 main:581] : INFO : Epoch 1655 | loss: 0.0309707 | val_loss: 0.0313258 | Time: 2014.82 ms [2021-05-05 09:22:17 main:581] : INFO : Epoch 1656 | loss: 0.0309638 | val_loss: 0.031331 | Time: 1992.09 ms [2021-05-05 09:22:19 main:581] : INFO : Epoch 1657 | loss: 0.0309606 | val_loss: 0.0313439 | Time: 1965.95 ms [2021-05-05 09:22:21 main:581] : INFO : Epoch 1658 | loss: 0.0309587 | val_loss: 0.0313462 | Time: 2040.55 ms [2021-05-05 09:22:23 main:581] : INFO : Epoch 1659 | loss: 0.0309597 | val_loss: 0.0312986 | Time: 2041.71 ms [2021-05-05 09:22:25 main:581] : INFO : Epoch 1660 | loss: 0.0309584 | val_loss: 0.0313285 | Time: 2013.5 ms [2021-05-05 09:22:28 main:581] : INFO : Epoch 1661 | loss: 0.0309516 | val_loss: 0.031311 | Time: 2053.29 ms [2021-05-05 09:22:29 main:581] : INFO : Epoch 1662 | loss: 0.0309582 | val_loss: 0.0313576 | Time: 1981.87 ms [2021-05-05 09:22:32 main:581] : INFO : Epoch 1663 | loss: 0.0309623 | val_loss: 0.031333 | Time: 2018.06 ms [2021-05-05 09:22:34 main:581] : INFO : Epoch 1664 | loss: 0.0309583 | val_loss: 0.0313672 | Time: 2060.43 ms [2021-05-05 09:22:36 main:581] : INFO : Epoch 1665 | loss: 0.0309603 | val_loss: 0.0313332 | Time: 2030.04 ms [2021-05-05 09:22:38 main:581] : INFO : Epoch 1666 | loss: 0.0309662 | val_loss: 0.0313208 | Time: 1994.12 ms [2021-05-05 09:22:40 main:581] : INFO : Epoch 1667 | loss: 0.0309695 | val_loss: 0.0313088 | Time: 2066.77 ms [2021-05-05 09:22:42 main:581] : INFO : Epoch 1668 | loss: 0.0309726 | val_loss: 0.0313035 | Time: 2040.01 ms [2021-05-05 09:22:44 main:581] : INFO : Epoch 1669 | loss: 0.0309727 | val_loss: 0.0313592 | Time: 2024.25 ms [2021-05-05 09:22:46 main:581] : INFO : Epoch 1670 | loss: 0.0309586 | val_loss: 0.0313248 | Time: 2054.64 ms [2021-05-05 09:22:48 main:581] : INFO : Epoch 1671 | loss: 0.0309639 | val_loss: 0.0313171 | Time: 2066.21 ms [2021-05-05 09:22:50 main:581] : INFO : Epoch 1672 | loss: 0.0309658 | val_loss: 0.0313023 | Time: 2108.22 ms [2021-05-05 09:22:52 main:581] : INFO : Epoch 1673 | loss: 0.0309561 | val_loss: 0.0313703 | Time: 1971.76 ms [2021-05-05 09:22:54 main:581] : INFO : Epoch 1674 | loss: 0.0309564 | val_loss: 0.0313609 | Time: 1946.88 ms [2021-05-05 09:22:56 main:581] : INFO : Epoch 1675 | loss: 0.0309623 | val_loss: 0.03134 | Time: 1931.85 ms [2021-05-05 09:22:58 main:581] : INFO : Epoch 1676 | loss: 0.0309628 | val_loss: 0.0313216 | Time: 1932.3 ms [2021-05-05 09:23:00 main:581] : INFO : Epoch 1677 | loss: 0.0309613 | val_loss: 0.0313224 | Time: 2085.09 ms [2021-05-05 09:23:02 main:581] : INFO : Epoch 1678 | loss: 0.0309634 | val_loss: 0.0313567 | Time: 2114.3 ms [2021-05-05 09:23:04 main:581] : INFO : Epoch 1679 | loss: 0.0309743 | val_loss: 0.0312745 | Time: 2103.3 ms [2021-05-05 09:23:06 main:581] : INFO : Epoch 1680 | loss: 0.030965 | val_loss: 0.0313229 | Time: 1968.6 ms [2021-05-05 09:23:08 main:581] : INFO : Epoch 1681 | loss: 0.0309591 | val_loss: 0.0313186 | Time: 1920.71 ms [2021-05-05 09:23:10 main:581] : INFO : Epoch 1682 | loss: 0.0309563 | val_loss: 0.0313467 | Time: 2020.92 ms [2021-05-05 09:23:12 main:581] : INFO : Epoch 1683 | loss: 0.0309597 | val_loss: 0.0313511 | Time: 2038.78 ms [2021-05-05 09:23:14 main:581] : INFO : Epoch 1684 | loss: 0.0309668 | val_loss: 0.0313138 | Time: 2056.82 ms [2021-05-05 09:23:16 main:581] : INFO : Epoch 1685 | loss: 0.0309557 | val_loss: 0.0313432 | Time: 2253.04 ms [2021-05-05 09:23:18 main:581] : INFO : Epoch 1686 | loss: 0.0309615 | val_loss: 0.0313814 | Time: 2142.89 ms [2021-05-05 09:23:21 main:581] : INFO : Epoch 1687 | loss: 0.030963 | val_loss: 0.0313262 | Time: 2080.43 ms [2021-05-05 09:23:23 main:581] : INFO : Epoch 1688 | loss: 0.0309676 | val_loss: 0.0313407 | Time: 2083.32 ms [2021-05-05 09:23:25 main:581] : INFO : Epoch 1689 | loss: 0.0309658 | val_loss: 0.0313282 | Time: 2077.24 ms [2021-05-05 09:23:27 main:581] : INFO : Epoch 1690 | loss: 0.030966 | val_loss: 0.031313 | Time: 2036.6 ms [2021-05-05 09:23:29 main:581] : INFO : Epoch 1691 | loss: 0.0309613 | val_loss: 0.0313655 | Time: 1929.11 ms [2021-05-05 09:23:31 main:581] : INFO : Epoch 1692 | loss: 0.0309632 | val_loss: 0.0313228 | Time: 2104.8 ms [2021-05-05 09:23:33 main:581] : INFO : Epoch 1693 | loss: 0.0309584 | val_loss: 0.0313528 | Time: 2196.16 ms [2021-05-05 09:23:35 main:581] : INFO : Epoch 1694 | loss: 0.0309561 | val_loss: 0.031343 | Time: 1964.68 ms [2021-05-05 09:23:37 main:581] : INFO : Epoch 1695 | loss: 0.0309599 | val_loss: 0.0313155 | Time: 2112.14 ms [2021-05-05 09:23:39 main:581] : INFO : Epoch 1696 | loss: 0.030956 | val_loss: 0.0313409 | Time: 2084.39 ms [2021-05-05 09:23:41 main:581] : INFO : Epoch 1697 | loss: 0.0309576 | val_loss: 0.031324 | Time: 1951.59 ms [2021-05-05 09:23:43 main:581] : INFO : Epoch 1698 | loss: 0.0309586 | val_loss: 0.0313393 | Time: 1953.99 ms [2021-05-05 09:23:45 main:581] : INFO : Epoch 1699 | loss: 0.0309654 | val_loss: 0.0313311 | Time: 2045.38 ms [2021-05-05 09:23:47 main:581] : INFO : Epoch 1700 | loss: 0.0309589 | val_loss: 0.0313198 | Time: 2040.33 ms [2021-05-05 09:23:49 main:581] : INFO : Epoch 1701 | loss: 0.0309487 | val_loss: 0.0313443 | Time: 1995.76 ms [2021-05-05 09:23:51 main:581] : INFO : Epoch 1702 | loss: 0.0309487 | val_loss: 0.0313069 | Time: 2052.56 ms [2021-05-05 09:23:53 main:581] : INFO : Epoch 1703 | loss: 0.0309604 | val_loss: 0.0313313 | Time: 2033.2 ms [2021-05-05 09:23:55 main:581] : INFO : Epoch 1704 | loss: 0.0309563 | val_loss: 0.0313183 | Time: 2107.58 ms [2021-05-05 09:23:58 main:581] : INFO : Epoch 1705 | loss: 0.0309541 | val_loss: 0.0313229 | Time: 2208.44 ms [2021-05-05 09:24:00 main:581] : INFO : Epoch 1706 | loss: 0.0309595 | val_loss: 0.0313457 | Time: 2209.43 ms [2021-05-05 09:24:02 main:581] : INFO : Epoch 1707 | loss: 0.0309555 | val_loss: 0.0313684 | Time: 2383.89 ms [2021-05-05 09:24:04 main:581] : INFO : Epoch 1708 | loss: 0.0309567 | val_loss: 0.0313442 | Time: 2114.59 ms [2021-05-05 09:24:06 main:581] : INFO : Epoch 1709 | loss: 0.0309519 | val_loss: 0.0313133 | Time: 2061.98 ms [2021-05-05 09:24:08 main:581] : INFO : Epoch 1710 | loss: 0.0309547 | val_loss: 0.0313431 | Time: 2098.25 ms [2021-05-05 09:24:10 main:581] : INFO : Epoch 1711 | loss: 0.0309568 | val_loss: 0.0313288 | Time: 2091.28 ms [2021-05-05 09:24:13 main:581] : INFO : Epoch 1712 | loss: 0.0309548 | val_loss: 0.0313311 | Time: 2040.04 ms [2021-05-05 09:24:15 main:581] : INFO : Epoch 1713 | loss: 0.0309672 | val_loss: 0.0313365 | Time: 2045.28 ms [2021-05-05 09:24:17 main:581] : INFO : Epoch 1714 | loss: 0.0309658 | val_loss: 0.0313787 | Time: 2125.92 ms [2021-05-05 09:24:19 main:581] : INFO : Epoch 1715 | loss: 0.0309662 | val_loss: 0.0313969 | Time: 2069.67 ms [2021-05-05 09:24:21 main:581] : INFO : Epoch 1716 | loss: 0.0309678 | val_loss: 0.0313346 | Time: 2043.46 ms [2021-05-05 09:24:23 main:581] : INFO : Epoch 1717 | loss: 0.0309601 | val_loss: 0.0313404 | Time: 2222.63 ms [2021-05-05 09:24:25 main:581] : INFO : Epoch 1718 | loss: 0.0309523 | val_loss: 0.0313855 | Time: 2205.24 ms [2021-05-05 09:24:27 main:581] : INFO : Epoch 1719 | loss: 0.030955 | val_loss: 0.0313008 | Time: 2047.82 ms [2021-05-05 09:24:29 main:581] : INFO : Epoch 1720 | loss: 0.0309645 | val_loss: 0.0313275 | Time: 2059.88 ms [2021-05-05 09:24:31 main:581] : INFO : Epoch 1721 | loss: 0.0309661 | val_loss: 0.0313062 | Time: 2026.05 ms [2021-05-05 09:24:34 main:581] : INFO : Epoch 1722 | loss: 0.0309619 | val_loss: 0.0313578 | Time: 2440.21 ms [2021-05-05 09:24:36 main:581] : INFO : Epoch 1723 | loss: 0.0309621 | val_loss: 0.0313413 | Time: 2257.42 ms [2021-05-05 09:24:38 main:581] : INFO : Epoch 1724 | loss: 0.0309688 | val_loss: 0.0313341 | Time: 2044.09 ms [2021-05-05 09:24:40 main:581] : INFO : Epoch 1725 | loss: 0.0309668 | val_loss: 0.0313553 | Time: 2002.29 ms [2021-05-05 09:24:42 main:581] : INFO : Epoch 1726 | loss: 0.0309669 | val_loss: 0.0313068 | Time: 1946.78 ms [2021-05-05 09:24:44 main:581] : INFO : Epoch 1727 | loss: 0.0309641 | val_loss: 0.0313152 | Time: 1932.71 ms [2021-05-05 09:24:46 main:581] : INFO : Epoch 1728 | loss: 0.0309617 | val_loss: 0.0313318 | Time: 2093.08 ms [2021-05-05 09:24:48 main:581] : INFO : Epoch 1729 | loss: 0.0309568 | val_loss: 0.0313262 | Time: 2042.2 ms [2021-05-05 09:24:50 main:581] : INFO : Epoch 1730 | loss: 0.0309585 | val_loss: 0.0313071 | Time: 2094.36 ms [2021-05-05 09:24:52 main:581] : INFO : Epoch 1731 | loss: 0.0309589 | val_loss: 0.0313512 | Time: 2075.57 ms [2021-05-05 09:24:54 main:581] : INFO : Epoch 1732 | loss: 0.0309553 | val_loss: 0.0313467 | Time: 2094.79 ms [2021-05-05 09:24:56 main:581] : INFO : Epoch 1733 | loss: 0.0309599 | val_loss: 0.0313239 | Time: 2054.46 ms [2021-05-05 09:24:59 main:581] : INFO : Epoch 1734 | loss: 0.0309638 | val_loss: 0.0313499 | Time: 2075.99 ms [2021-05-05 09:25:01 main:581] : INFO : Epoch 1735 | loss: 0.030961 | val_loss: 0.0313366 | Time: 2077.81 ms [2021-05-05 09:25:03 main:581] : INFO : Epoch 1736 | loss: 0.0309545 | val_loss: 0.0313364 | Time: 2035.53 ms [2021-05-05 09:25:05 main:581] : INFO : Epoch 1737 | loss: 0.0309506 | val_loss: 0.0313287 | Time: 2065.9 ms [2021-05-05 09:25:07 main:581] : INFO : Epoch 1738 | loss: 0.0309527 | val_loss: 0.0313139 | Time: 1910.09 ms [2021-05-05 09:25:09 main:581] : INFO : Epoch 1739 | loss: 0.0309511 | val_loss: 0.03133 | Time: 1895.84 ms [2021-05-05 09:25:10 main:581] : INFO : Epoch 1740 | loss: 0.0309546 | val_loss: 0.0313542 | Time: 1912.71 ms [2021-05-05 09:25:12 main:581] : INFO : Epoch 1741 | loss: 0.0309528 | val_loss: 0.0313241 | Time: 1960.51 ms [2021-05-05 09:25:14 main:581] : INFO : Epoch 1742 | loss: 0.0309631 | val_loss: 0.0313095 | Time: 2031.98 ms [2021-05-05 09:25:16 main:581] : INFO : Epoch 1743 | loss: 0.0309771 | val_loss: 0.0313318 | Time: 1956.09 ms [2021-05-05 09:25:18 main:581] : INFO : Epoch 1744 | loss: 0.0309649 | val_loss: 0.0313308 | Time: 1978.82 ms [2021-05-05 09:25:21 main:581] : INFO : Epoch 1745 | loss: 0.0309636 | val_loss: 0.0313631 | Time: 2158.48 ms [2021-05-05 09:25:23 main:581] : INFO : Epoch 1746 | loss: 0.030956 | val_loss: 0.0313268 | Time: 2239.7 ms [2021-05-05 09:25:25 main:581] : INFO : Epoch 1747 | loss: 0.0309558 | val_loss: 0.0313459 | Time: 2235.98 ms [2021-05-05 09:25:27 main:581] : INFO : Epoch 1748 | loss: 0.0309675 | val_loss: 0.031322 | Time: 2246.96 ms [2021-05-05 09:25:29 main:581] : INFO : Epoch 1749 | loss: 0.0309675 | val_loss: 0.0312733 | Time: 2095.5 ms [2021-05-05 09:25:32 main:581] : INFO : Epoch 1750 | loss: 0.0309723 | val_loss: 0.0313248 | Time: 2172.58 ms [2021-05-05 09:25:34 main:581] : INFO : Epoch 1751 | loss: 0.0309651 | val_loss: 0.0313167 | Time: 2012.06 ms [2021-05-05 09:25:35 main:581] : INFO : Epoch 1752 | loss: 0.0309569 | val_loss: 0.0313402 | Time: 1967.09 ms [2021-05-05 09:25:38 main:581] : INFO : Epoch 1753 | loss: 0.0309536 | val_loss: 0.0313103 | Time: 2113.24 ms [2021-05-05 09:25:40 main:581] : INFO : Epoch 1754 | loss: 0.0309529 | val_loss: 0.0313381 | Time: 2103.18 ms [2021-05-05 09:25:42 main:581] : INFO : Epoch 1755 | loss: 0.0309544 | val_loss: 0.0313111 | Time: 2125.15 ms [2021-05-05 09:25:44 main:581] : INFO : Epoch 1756 | loss: 0.0309597 | val_loss: 0.031321 | Time: 2083.49 ms [2021-05-05 09:25:46 main:581] : INFO : Epoch 1757 | loss: 0.0309644 | val_loss: 0.0313204 | Time: 2105.97 ms [2021-05-05 09:25:48 main:581] : INFO : Epoch 1758 | loss: 0.0309609 | val_loss: 0.0313386 | Time: 2044.61 ms [2021-05-05 09:25:50 main:581] : INFO : Epoch 1759 | loss: 0.0309599 | val_loss: 0.0313346 | Time: 2045.43 ms [2021-05-05 09:25:52 main:581] : INFO : Epoch 1760 | loss: 0.0309641 | val_loss: 0.0313239 | Time: 2055.65 ms [2021-05-05 09:25:54 main:581] : INFO : Epoch 1761 | loss: 0.0309692 | val_loss: 0.0313164 | Time: 2009.79 ms [2021-05-05 09:25:56 main:581] : INFO : Epoch 1762 | loss: 0.0309641 | val_loss: 0.0313023 | Time: 2072.55 ms [2021-05-05 09:25:58 main:581] : INFO : Epoch 1763 | loss: 0.0309687 | val_loss: 0.0313223 | Time: 2025.55 ms [2021-05-05 09:26:00 main:581] : INFO : Epoch 1764 | loss: 0.0309578 | val_loss: 0.031359 | Time: 2018.96 ms [2021-05-05 09:26:02 main:581] : INFO : Epoch 1765 | loss: 0.0309622 | val_loss: 0.0313396 | Time: 1999.9 ms [2021-05-05 09:26:04 main:581] : INFO : Epoch 1766 | loss: 0.0309675 | val_loss: 0.0313558 | Time: 2029.49 ms [2021-05-05 09:26:06 main:581] : INFO : Epoch 1767 | loss: 0.0309705 | val_loss: 0.0313278 | Time: 2094.17 ms [2021-05-05 09:26:08 main:581] : INFO : Epoch 1768 | loss: 0.0309554 | val_loss: 0.0313218 | Time: 2059.31 ms [2021-05-05 09:26:11 main:581] : INFO : Epoch 1769 | loss: 0.0309593 | val_loss: 0.0313189 | Time: 2095.53 ms [2021-05-05 09:26:13 main:581] : INFO : Epoch 1770 | loss: 0.0309589 | val_loss: 0.0313297 | Time: 1978.78 ms [2021-05-05 09:26:15 main:581] : INFO : Epoch 1771 | loss: 0.0309612 | val_loss: 0.0313485 | Time: 2081.32 ms [2021-05-05 09:26:17 main:581] : INFO : Epoch 1772 | loss: 0.0309648 | val_loss: 0.0313267 | Time: 2006.07 ms [2021-05-05 09:26:19 main:581] : INFO : Epoch 1773 | loss: 0.0309699 | val_loss: 0.0313592 | Time: 2075.71 ms [2021-05-05 09:26:21 main:581] : INFO : Epoch 1774 | loss: 0.0309627 | val_loss: 0.0313446 | Time: 2078.6 ms [2021-05-05 09:26:23 main:581] : INFO : Epoch 1775 | loss: 0.0309625 | val_loss: 0.0313008 | Time: 2048.69 ms [2021-05-05 09:26:25 main:581] : INFO : Epoch 1776 | loss: 0.0309696 | val_loss: 0.031308 | Time: 2148.93 ms [2021-05-05 09:26:27 main:581] : INFO : Epoch 1777 | loss: 0.0309636 | val_loss: 0.0313151 | Time: 2106.58 ms [2021-05-05 09:26:29 main:581] : INFO : Epoch 1778 | loss: 0.0309732 | val_loss: 0.0312925 | Time: 2084.17 ms [2021-05-05 09:26:31 main:581] : INFO : Epoch 1779 | loss: 0.0309689 | val_loss: 0.0313258 | Time: 2056.99 ms [2021-05-05 09:26:33 main:581] : INFO : Epoch 1780 | loss: 0.0309688 | val_loss: 0.0313854 | Time: 1973.61 ms [2021-05-05 09:26:35 main:581] : INFO : Epoch 1781 | loss: 0.0309629 | val_loss: 0.0313157 | Time: 2081.29 ms [2021-05-05 09:26:38 main:581] : INFO : Epoch 1782 | loss: 0.0309542 | val_loss: 0.0313575 | Time: 2379.66 ms [2021-05-05 09:26:40 main:581] : INFO : Epoch 1783 | loss: 0.0309578 | val_loss: 0.0313445 | Time: 2126.74 ms [2021-05-05 09:26:42 main:581] : INFO : Epoch 1784 | loss: 0.0309549 | val_loss: 0.0313573 | Time: 2055.86 ms [2021-05-05 09:26:44 main:581] : INFO : Epoch 1785 | loss: 0.0309525 | val_loss: 0.0313273 | Time: 2115.92 ms [2021-05-05 09:26:46 main:581] : INFO : Epoch 1786 | loss: 0.0309474 | val_loss: 0.0313741 | Time: 2126.6 ms [2021-05-05 09:26:48 main:581] : INFO : Epoch 1787 | loss: 0.0309546 | val_loss: 0.0313572 | Time: 2187.49 ms [2021-05-05 09:26:50 main:581] : INFO : Epoch 1788 | loss: 0.0309669 | val_loss: 0.0313838 | Time: 1892.67 ms [2021-05-05 09:26:52 main:581] : INFO : Epoch 1789 | loss: 0.0309833 | val_loss: 0.0313381 | Time: 2128.61 ms [2021-05-05 09:26:54 main:581] : INFO : Epoch 1790 | loss: 0.0309722 | val_loss: 0.0313252 | Time: 1985.38 ms [2021-05-05 09:26:56 main:581] : INFO : Epoch 1791 | loss: 0.0309666 | val_loss: 0.0313125 | Time: 2097.14 ms [2021-05-05 09:26:58 main:581] : INFO : Epoch 1792 | loss: 0.0309577 | val_loss: 0.0313395 | Time: 1901.94 ms [2021-05-05 09:27:01 main:581] : INFO : Epoch 1793 | loss: 0.0309616 | val_loss: 0.0312889 | Time: 2212.35 ms [2021-05-05 09:27:03 main:581] : INFO : Epoch 1794 | loss: 0.0309637 | val_loss: 0.0313336 | Time: 2138.74 ms [2021-05-05 09:27:05 main:581] : INFO : Epoch 1795 | loss: 0.0309519 | val_loss: 0.0313389 | Time: 2311.94 ms [2021-05-05 09:27:07 main:581] : INFO : Epoch 1796 | loss: 0.030965 | val_loss: 0.0313575 | Time: 2034.76 ms [2021-05-05 09:27:09 main:581] : INFO : Epoch 1797 | loss: 0.0309557 | val_loss: 0.0313444 | Time: 2023.88 ms [2021-05-05 09:27:11 main:581] : INFO : Epoch 1798 | loss: 0.0309604 | val_loss: 0.0313622 | Time: 2091.94 ms [2021-05-05 09:27:13 main:581] : INFO : Epoch 1799 | loss: 0.0309553 | val_loss: 0.0313288 | Time: 2088.65 ms [2021-05-05 09:27:15 main:581] : INFO : Epoch 1800 | loss: 0.0309584 | val_loss: 0.0313721 | Time: 2078.19 ms [2021-05-05 09:27:17 main:581] : INFO : Epoch 1801 | loss: 0.030958 | val_loss: 0.0313273 | Time: 2118.96 ms [2021-05-05 09:27:19 main:581] : INFO : Epoch 1802 | loss: 0.0309712 | val_loss: 0.0313328 | Time: 1964.33 ms [2021-05-05 09:27:22 main:581] : INFO : Epoch 1803 | loss: 0.0309631 | val_loss: 0.0313208 | Time: 2144.34 ms [2021-05-05 09:27:24 main:581] : INFO : Epoch 1804 | loss: 0.0309573 | val_loss: 0.0313706 | Time: 2075.23 ms [2021-05-05 09:27:26 main:581] : INFO : Epoch 1805 | loss: 0.030965 | val_loss: 0.031346 | Time: 2135.78 ms [2021-05-05 09:27:28 main:581] : INFO : Epoch 1806 | loss: 0.0309608 | val_loss: 0.031311 | Time: 2055.87 ms [2021-05-05 09:27:30 main:581] : INFO : Epoch 1807 | loss: 0.0309567 | val_loss: 0.0313696 | Time: 2063.04 ms [2021-05-05 09:27:32 main:581] : INFO : Epoch 1808 | loss: 0.0309576 | val_loss: 0.0313144 | Time: 2052.48 ms [2021-05-05 09:27:34 main:581] : INFO : Epoch 1809 | loss: 0.0309611 | val_loss: 0.031351 | Time: 2056.94 ms [2021-05-05 09:27:36 main:581] : INFO : Epoch 1810 | loss: 0.030957 | val_loss: 0.031332 | Time: 2010.35 ms [2021-05-05 09:27:38 main:581] : INFO : Epoch 1811 | loss: 0.030952 | val_loss: 0.0313305 | Time: 2083.02 ms [2021-05-05 09:27:40 main:581] : INFO : Epoch 1812 | loss: 0.0309565 | val_loss: 0.0313306 | Time: 2173.94 ms [2021-05-05 09:27:42 main:581] : INFO : Epoch 1813 | loss: 0.0309594 | val_loss: 0.0312938 | Time: 2093.6 ms [2021-05-05 09:27:44 main:581] : INFO : Epoch 1814 | loss: 0.0309662 | val_loss: 0.0313749 | Time: 2149.94 ms [2021-05-05 09:27:47 main:581] : INFO : Epoch 1815 | loss: 0.0309717 | val_loss: 0.0313268 | Time: 2266.09 ms [2021-05-05 09:27:49 main:581] : INFO : Epoch 1816 | loss: 0.0309641 | val_loss: 0.0313493 | Time: 1853.39 ms [2021-05-05 09:27:51 main:581] : INFO : Epoch 1817 | loss: 0.0309628 | val_loss: 0.0313021 | Time: 2036.89 ms [2021-05-05 09:27:53 main:581] : INFO : Epoch 1818 | loss: 0.0309769 | val_loss: 0.0313221 | Time: 2281.22 ms [2021-05-05 09:27:55 main:581] : INFO : Epoch 1819 | loss: 0.030974 | val_loss: 0.0313024 | Time: 2238.6 ms [2021-05-05 09:27:57 main:581] : INFO : Epoch 1820 | loss: 0.0309783 | val_loss: 0.0313261 | Time: 2035.83 ms [2021-05-05 09:27:59 main:581] : INFO : Epoch 1821 | loss: 0.0309601 | val_loss: 0.0313043 | Time: 2063.18 ms [2021-05-05 09:28:01 main:581] : INFO : Epoch 1822 | loss: 0.0309572 | val_loss: 0.0313514 | Time: 2118.42 ms [2021-05-05 09:28:03 main:581] : INFO : Epoch 1823 | loss: 0.031004 | val_loss: 0.0312972 | Time: 2012.12 ms [2021-05-05 09:28:05 main:581] : INFO : Epoch 1824 | loss: 0.0309718 | val_loss: 0.03133 | Time: 2019.25 ms [2021-05-05 09:28:07 main:581] : INFO : Epoch 1825 | loss: 0.030962 | val_loss: 0.0313358 | Time: 2024.62 ms [2021-05-05 09:28:10 main:581] : INFO : Epoch 1826 | loss: 0.0309591 | val_loss: 0.0313134 | Time: 2123.77 ms [2021-05-05 09:28:12 main:581] : INFO : Epoch 1827 | loss: 0.0309567 | val_loss: 0.0313628 | Time: 2118.07 ms [2021-05-05 09:28:14 main:581] : INFO : Epoch 1828 | loss: 0.0309544 | val_loss: 0.0313444 | Time: 2053.84 ms [2021-05-05 09:28:16 main:581] : INFO : Epoch 1829 | loss: 0.0309524 | val_loss: 0.0313491 | Time: 1990.34 ms [2021-05-05 09:28:18 main:581] : INFO : Epoch 1830 | loss: 0.0309577 | val_loss: 0.031315 | Time: 2037.79 ms [2021-05-05 09:28:20 main:581] : INFO : Epoch 1831 | loss: 0.0309658 | val_loss: 0.031312 | Time: 2055.64 ms [2021-05-05 09:28:22 main:581] : INFO : Epoch 1832 | loss: 0.0309671 | val_loss: 0.0312747 | Time: 2100.74 ms [2021-05-05 09:28:24 main:581] : INFO : Epoch 1833 | loss: 0.0309871 | val_loss: 0.0313108 | Time: 1911.33 ms [2021-05-05 09:28:26 main:581] : INFO : Epoch 1834 | loss: 0.0309681 | val_loss: 0.0313635 | Time: 1910.79 ms [2021-05-05 09:28:28 main:581] : INFO : Epoch 1835 | loss: 0.0309575 | val_loss: 0.0312985 | Time: 2026.16 ms [2021-05-05 09:28:30 main:581] : INFO : Epoch 1836 | loss: 0.0309546 | val_loss: 0.0313668 | Time: 1992.78 ms [2021-05-05 09:28:32 main:581] : INFO : Epoch 1837 | loss: 0.030965 | val_loss: 0.0313438 | Time: 2025.11 ms [2021-05-05 09:28:34 main:581] : INFO : Epoch 1838 | loss: 0.0309587 | val_loss: 0.0313412 | Time: 2020.36 ms [2021-05-05 09:28:36 main:581] : INFO : Epoch 1839 | loss: 0.0309613 | val_loss: 0.0313221 | Time: 2040.46 ms [2021-05-05 09:28:38 main:581] : INFO : Epoch 1840 | loss: 0.0309618 | val_loss: 0.0313166 | Time: 2056.73 ms [2021-05-05 09:28:40 main:581] : INFO : Epoch 1841 | loss: 0.0309706 | val_loss: 0.0313451 | Time: 2015.13 ms [2021-05-05 09:28:42 main:581] : INFO : Epoch 1842 | loss: 0.0309767 | val_loss: 0.0313139 | Time: 2025.56 ms [2021-05-05 09:28:44 main:581] : INFO : Epoch 1843 | loss: 0.0309619 | val_loss: 0.0313603 | Time: 1964.38 ms [2021-05-05 09:28:46 main:581] : INFO : Epoch 1844 | loss: 0.0309581 | val_loss: 0.0313132 | Time: 2001.21 ms [2021-05-05 09:28:48 main:581] : INFO : Epoch 1845 | loss: 0.0309545 | val_loss: 0.0313353 | Time: 2033.59 ms [2021-05-05 09:28:50 main:581] : INFO : Epoch 1846 | loss: 0.0309596 | val_loss: 0.0313347 | Time: 2030.71 ms [2021-05-05 09:28:52 main:581] : INFO : Epoch 1847 | loss: 0.0309624 | val_loss: 0.031302 | Time: 2055.13 ms [2021-05-05 09:28:54 main:581] : INFO : Epoch 1848 | loss: 0.0309582 | val_loss: 0.0313649 | Time: 2008.64 ms [2021-05-05 09:28:56 main:581] : INFO : Epoch 1849 | loss: 0.030962 | val_loss: 0.0313131 | Time: 2103.31 ms [2021-05-05 09:28:58 main:581] : INFO : Epoch 1850 | loss: 0.0309636 | val_loss: 0.0312956 | Time: 2041.83 ms [2021-05-05 09:29:00 main:581] : INFO : Epoch 1851 | loss: 0.0309663 | val_loss: 0.0313269 | Time: 2061.46 ms [2021-05-05 09:29:02 main:581] : INFO : Epoch 1852 | loss: 0.0309643 | val_loss: 0.0313382 | Time: 2033.89 ms [2021-05-05 09:29:04 main:581] : INFO : Epoch 1853 | loss: 0.0309546 | val_loss: 0.0313505 | Time: 1953.61 ms [2021-05-05 09:29:06 main:581] : INFO : Epoch 1854 | loss: 0.0309499 | val_loss: 0.0313329 | Time: 2056.85 ms [2021-05-05 09:29:08 main:581] : INFO : Epoch 1855 | loss: 0.0309615 | val_loss: 0.0313034 | Time: 2040.95 ms [2021-05-05 09:29:10 main:581] : INFO : Epoch 1856 | loss: 0.0309695 | val_loss: 0.0313499 | Time: 2069.24 ms [2021-05-05 09:29:12 main:581] : INFO : Epoch 1857 | loss: 0.0309714 | val_loss: 0.0313291 | Time: 2066.5 ms [2021-05-05 09:29:15 main:581] : INFO : Epoch 1858 | loss: 0.0309647 | val_loss: 0.0313125 | Time: 2081.83 ms [2021-05-05 09:29:17 main:581] : INFO : Epoch 1859 | loss: 0.0309541 | val_loss: 0.0313819 | Time: 2032.2 ms [2021-05-05 09:29:19 main:581] : INFO : Epoch 1860 | loss: 0.0309521 | val_loss: 0.0313077 | Time: 2039.53 ms [2021-05-05 09:29:21 main:581] : INFO : Epoch 1861 | loss: 0.0309579 | val_loss: 0.0313521 | Time: 2062.79 ms [2021-05-05 09:29:23 main:581] : INFO : Epoch 1862 | loss: 0.0309576 | val_loss: 0.0313289 | Time: 2016.12 ms [2021-05-05 09:29:25 main:581] : INFO : Epoch 1863 | loss: 0.0309588 | val_loss: 0.0313328 | Time: 2072.57 ms [2021-05-05 09:29:27 main:581] : INFO : Epoch 1864 | loss: 0.0309566 | val_loss: 0.0313401 | Time: 2162.24 ms [2021-05-05 09:29:29 main:581] : INFO : Epoch 1865 | loss: 0.03096 | val_loss: 0.0313073 | Time: 2053.93 ms [2021-05-05 09:29:31 main:581] : INFO : Epoch 1866 | loss: 0.030964 | val_loss: 0.0313277 | Time: 2091.82 ms [2021-05-05 09:29:33 main:581] : INFO : Epoch 1867 | loss: 0.0309692 | val_loss: 0.0313335 | Time: 2107.35 ms [2021-05-05 09:29:36 main:581] : INFO : Epoch 1868 | loss: 0.0309633 | val_loss: 0.0313764 | Time: 2475.13 ms [2021-05-05 09:29:38 main:581] : INFO : Epoch 1869 | loss: 0.0309613 | val_loss: 0.0313684 | Time: 2131.36 ms [2021-05-05 09:29:40 main:581] : INFO : Epoch 1870 | loss: 0.0309664 | val_loss: 0.0313233 | Time: 2166.28 ms [2021-05-05 09:29:42 main:581] : INFO : Epoch 1871 | loss: 0.0309607 | val_loss: 0.0313429 | Time: 2197.62 ms [2021-05-05 09:29:44 main:581] : INFO : Epoch 1872 | loss: 0.0309616 | val_loss: 0.0313231 | Time: 2234.1 ms [2021-05-05 09:29:47 main:581] : INFO : Epoch 1873 | loss: 0.0309566 | val_loss: 0.0313067 | Time: 2226.91 ms [2021-05-05 09:29:49 main:581] : INFO : Epoch 1874 | loss: 0.0309576 | val_loss: 0.0313341 | Time: 2090.29 ms [2021-05-05 09:29:51 main:581] : INFO : Epoch 1875 | loss: 0.0309565 | val_loss: 0.0313515 | Time: 2109.75 ms [2021-05-05 09:29:53 main:581] : INFO : Epoch 1876 | loss: 0.0309552 | val_loss: 0.0312981 | Time: 2070.02 ms [2021-05-05 09:29:55 main:581] : INFO : Epoch 1877 | loss: 0.0309567 | val_loss: 0.0313134 | Time: 2093.42 ms [2021-05-05 09:29:57 main:581] : INFO : Epoch 1878 | loss: 0.030954 | val_loss: 0.0313484 | Time: 2155.55 ms [2021-05-05 09:29:59 main:581] : INFO : Epoch 1879 | loss: 0.0309602 | val_loss: 0.0313126 | Time: 2180.29 ms [2021-05-05 09:30:01 main:581] : INFO : Epoch 1880 | loss: 0.0309781 | val_loss: 0.0312905 | Time: 2093.34 ms [2021-05-05 09:30:03 main:581] : INFO : Epoch 1881 | loss: 0.0309797 | val_loss: 0.0313198 | Time: 2042.46 ms [2021-05-05 09:30:06 main:581] : INFO : Epoch 1882 | loss: 0.0309646 | val_loss: 0.0313344 | Time: 2107.99 ms [2021-05-05 09:30:08 main:581] : INFO : Epoch 1883 | loss: 0.0309604 | val_loss: 0.0313055 | Time: 2063.86 ms [2021-05-05 09:30:10 main:581] : INFO : Epoch 1884 | loss: 0.0309614 | val_loss: 0.031356 | Time: 2236.12 ms [2021-05-05 09:30:12 main:581] : INFO : Epoch 1885 | loss: 0.0309779 | val_loss: 0.0313457 | Time: 2101.25 ms [2021-05-05 09:30:14 main:581] : INFO : Epoch 1886 | loss: 0.0309633 | val_loss: 0.0313954 | Time: 2080.26 ms [2021-05-05 09:30:16 main:581] : INFO : Epoch 1887 | loss: 0.0309629 | val_loss: 0.0313529 | Time: 2055.99 ms [2021-05-05 09:30:18 main:581] : INFO : Epoch 1888 | loss: 0.0309577 | val_loss: 0.0313223 | Time: 2072.1 ms [2021-05-05 09:30:20 main:581] : INFO : Epoch 1889 | loss: 0.0309577 | val_loss: 0.0313543 | Time: 2243.78 ms [2021-05-05 09:30:23 main:581] : INFO : Epoch 1890 | loss: 0.0309521 | val_loss: 0.031341 | Time: 2218.49 ms [2021-05-05 09:30:25 main:581] : INFO : Epoch 1891 | loss: 0.0309505 | val_loss: 0.0313413 | Time: 2104.31 ms [2021-05-05 09:30:27 main:581] : INFO : Epoch 1892 | loss: 0.0309573 | val_loss: 0.0313324 | Time: 2067.61 ms [2021-05-05 09:30:29 main:581] : INFO : Epoch 1893 | loss: 0.030964 | val_loss: 0.0313765 | Time: 2158.73 ms [2021-05-05 09:30:31 main:581] : INFO : Epoch 1894 | loss: 0.0309648 | val_loss: 0.0313162 | Time: 2079.92 ms [2021-05-05 09:30:33 main:581] : INFO : Epoch 1895 | loss: 0.0309625 | val_loss: 0.0313021 | Time: 2045.78 ms [2021-05-05 09:30:35 main:581] : INFO : Epoch 1896 | loss: 0.0309654 | val_loss: 0.0313613 | Time: 2014.84 ms [2021-05-05 09:30:37 main:581] : INFO : Epoch 1897 | loss: 0.0309558 | val_loss: 0.0313707 | Time: 1961.55 ms [2021-05-05 09:30:39 main:581] : INFO : Epoch 1898 | loss: 0.0309655 | val_loss: 0.0313102 | Time: 2022.61 ms [2021-05-05 09:30:41 main:581] : INFO : Epoch 1899 | loss: 0.0309617 | val_loss: 0.0313209 | Time: 2287.93 ms [2021-05-05 09:30:43 main:581] : INFO : Epoch 1900 | loss: 0.0309603 | val_loss: 0.0313575 | Time: 2083.61 ms [2021-05-05 09:30:45 main:581] : INFO : Epoch 1901 | loss: 0.030954 | val_loss: 0.0313452 | Time: 2040.26 ms [2021-05-05 09:30:47 main:581] : INFO : Epoch 1902 | loss: 0.0309581 | val_loss: 0.0313202 | Time: 1976.73 ms [2021-05-05 09:30:50 main:581] : INFO : Epoch 1903 | loss: 0.0309662 | val_loss: 0.0313406 | Time: 2053.82 ms [2021-05-05 09:30:51 main:581] : INFO : Epoch 1904 | loss: 0.0309533 | val_loss: 0.0313526 | Time: 1948.64 ms [2021-05-05 09:30:54 main:581] : INFO : Epoch 1905 | loss: 0.030952 | val_loss: 0.031346 | Time: 2072.49 ms [2021-05-05 09:30:56 main:581] : INFO : Epoch 1906 | loss: 0.0309522 | val_loss: 0.0313338 | Time: 2041.13 ms [2021-05-05 09:30:58 main:581] : INFO : Epoch 1907 | loss: 0.0309569 | val_loss: 0.0313573 | Time: 2049.42 ms [2021-05-05 09:31:00 main:581] : INFO : Epoch 1908 | loss: 0.0309595 | val_loss: 0.0313512 | Time: 1929.54 ms [2021-05-05 09:31:02 main:581] : INFO : Epoch 1909 | loss: 0.0309655 | val_loss: 0.0313286 | Time: 2050.58 ms [2021-05-05 09:31:04 main:581] : INFO : Epoch 1910 | loss: 0.030959 | val_loss: 0.0313723 | Time: 2070 ms [2021-05-05 09:31:06 main:581] : INFO : Epoch 1911 | loss: 0.0309617 | val_loss: 0.0313109 | Time: 2172.56 ms [2021-05-05 09:31:08 main:581] : INFO : Epoch 1912 | loss: 0.0309561 | val_loss: 0.031341 | Time: 2216.37 ms [2021-05-05 09:31:10 main:581] : INFO : Epoch 1913 | loss: 0.0309496 | val_loss: 0.0313634 | Time: 2140.87 ms [2021-05-05 09:31:13 main:581] : INFO : Epoch 1914 | loss: 0.0309543 | val_loss: 0.0313648 | Time: 2544.91 ms [2021-05-05 09:31:15 main:581] : INFO : Epoch 1915 | loss: 0.0309534 | val_loss: 0.0313241 | Time: 2181.46 ms [2021-05-05 09:31:17 main:581] : INFO : Epoch 1916 | loss: 0.0309544 | val_loss: 0.0313593 | Time: 2185.26 ms [2021-05-05 09:31:19 main:581] : INFO : Epoch 1917 | loss: 0.0309559 | val_loss: 0.031356 | Time: 2283 ms [2021-05-05 09:31:21 main:581] : INFO : Epoch 1918 | loss: 0.0309609 | val_loss: 0.0313007 | Time: 2067.11 ms [2021-05-05 09:31:24 main:581] : INFO : Epoch 1919 | loss: 0.0309715 | val_loss: 0.0313042 | Time: 2063.73 ms [2021-05-05 09:31:26 main:581] : INFO : Epoch 1920 | loss: 0.030969 | val_loss: 0.0313681 | Time: 2133.84 ms [2021-05-05 09:31:28 main:581] : INFO : Epoch 1921 | loss: 0.0309596 | val_loss: 0.0313303 | Time: 2067.37 ms [2021-05-05 09:31:30 main:581] : INFO : Epoch 1922 | loss: 0.030956 | val_loss: 0.0313451 | Time: 2065.34 ms [2021-05-05 09:31:32 main:581] : INFO : Epoch 1923 | loss: 0.030949 | val_loss: 0.0313392 | Time: 2056.48 ms [2021-05-05 09:31:34 main:581] : INFO : Epoch 1924 | loss: 0.0309531 | val_loss: 0.0313683 | Time: 2024.61 ms [2021-05-05 09:31:36 main:581] : INFO : Epoch 1925 | loss: 0.0309527 | val_loss: 0.0313333 | Time: 2161.99 ms [2021-05-05 09:31:38 main:581] : INFO : Epoch 1926 | loss: 0.0309612 | val_loss: 0.0313374 | Time: 2282.27 ms [2021-05-05 09:31:40 main:581] : INFO : Epoch 1927 | loss: 0.0309631 | val_loss: 0.0313285 | Time: 2108.87 ms [2021-05-05 09:31:43 main:581] : INFO : Epoch 1928 | loss: 0.0309599 | val_loss: 0.0313464 | Time: 2135.8 ms [2021-05-05 09:31:45 main:581] : INFO : Epoch 1929 | loss: 0.0309578 | val_loss: 0.0313471 | Time: 2179.86 ms [2021-05-05 09:31:47 main:581] : INFO : Epoch 1930 | loss: 0.0309541 | val_loss: 0.0313242 | Time: 2138.36 ms [2021-05-05 09:31:49 main:581] : INFO : Epoch 1931 | loss: 0.0309627 | val_loss: 0.0313125 | Time: 2321.48 ms [2021-05-05 09:31:51 main:581] : INFO : Epoch 1932 | loss: 0.0309789 | val_loss: 0.0313136 | Time: 2253.86 ms [2021-05-05 09:31:54 main:581] : INFO : Epoch 1933 | loss: 0.0309641 | val_loss: 0.0313226 | Time: 2086.39 ms [2021-05-05 09:31:56 main:581] : INFO : Epoch 1934 | loss: 0.0309582 | val_loss: 0.0313271 | Time: 2216.83 ms [2021-05-05 09:31:58 main:581] : INFO : Epoch 1935 | loss: 0.0309751 | val_loss: 0.0313211 | Time: 2077.39 ms [2021-05-05 09:32:00 main:581] : INFO : Epoch 1936 | loss: 0.0309752 | val_loss: 0.0313164 | Time: 1954.81 ms [2021-05-05 09:32:02 main:581] : INFO : Epoch 1937 | loss: 0.0309609 | val_loss: 0.0314013 | Time: 2000.07 ms [2021-05-05 09:32:04 main:581] : INFO : Epoch 1938 | loss: 0.0309622 | val_loss: 0.0312952 | Time: 2073.71 ms [2021-05-05 09:32:06 main:581] : INFO : Epoch 1939 | loss: 0.0309594 | val_loss: 0.0313232 | Time: 1968.07 ms [2021-05-05 09:32:08 main:581] : INFO : Epoch 1940 | loss: 0.0309665 | val_loss: 0.031363 | Time: 2057.49 ms [2021-05-05 09:32:10 main:581] : INFO : Epoch 1941 | loss: 0.0309646 | val_loss: 0.0313242 | Time: 2077.45 ms [2021-05-05 09:32:12 main:581] : INFO : Epoch 1942 | loss: 0.0309574 | val_loss: 0.0313277 | Time: 1968.03 ms [2021-05-05 09:32:14 main:581] : INFO : Epoch 1943 | loss: 0.0309587 | val_loss: 0.0313078 | Time: 2055.76 ms [2021-05-05 09:32:16 main:581] : INFO : Epoch 1944 | loss: 0.0309605 | val_loss: 0.0313531 | Time: 1997.19 ms [2021-05-05 09:32:18 main:581] : INFO : Epoch 1945 | loss: 0.0309591 | val_loss: 0.0313212 | Time: 1939.44 ms [2021-05-05 09:32:20 main:581] : INFO : Epoch 1946 | loss: 0.0310347 | val_loss: 0.0312843 | Time: 1890.25 ms [2021-05-05 09:32:22 main:581] : INFO : Epoch 1947 | loss: 0.0310255 | val_loss: 0.0312771 | Time: 1867.28 ms [2021-05-05 09:32:24 main:581] : INFO : Epoch 1948 | loss: 0.0309973 | val_loss: 0.0313105 | Time: 1819.04 ms [2021-05-05 09:32:25 main:581] : INFO : Epoch 1949 | loss: 0.0309677 | val_loss: 0.0313178 | Time: 1897.79 ms [2021-05-05 09:32:27 main:581] : INFO : Epoch 1950 | loss: 0.0309587 | val_loss: 0.0313326 | Time: 2022.92 ms [2021-05-05 09:32:30 main:581] : INFO : Epoch 1951 | loss: 0.0309564 | val_loss: 0.0313204 | Time: 2149.06 ms [2021-05-05 09:32:32 main:581] : INFO : Epoch 1952 | loss: 0.0309501 | val_loss: 0.0312978 | Time: 2169.75 ms [2021-05-05 09:32:34 main:581] : INFO : Epoch 1953 | loss: 0.030951 | val_loss: 0.0313751 | Time: 2068.6 ms [2021-05-05 09:32:36 main:581] : INFO : Epoch 1954 | loss: 0.0309533 | val_loss: 0.0313407 | Time: 2130.52 ms [2021-05-05 09:32:38 main:581] : INFO : Epoch 1955 | loss: 0.0309634 | val_loss: 0.0313504 | Time: 1930.42 ms [2021-05-05 09:32:40 main:581] : INFO : Epoch 1956 | loss: 0.0309533 | val_loss: 0.0313422 | Time: 2197.12 ms [2021-05-05 09:32:42 main:581] : INFO : Epoch 1957 | loss: 0.0309542 | val_loss: 0.0313579 | Time: 2281.83 ms [2021-05-05 09:32:44 main:581] : INFO : Epoch 1958 | loss: 0.0309568 | val_loss: 0.0313417 | Time: 1846.01 ms [2021-05-05 09:32:46 main:581] : INFO : Epoch 1959 | loss: 0.0309551 | val_loss: 0.0313325 | Time: 1951.78 ms [2021-05-05 09:32:48 main:581] : INFO : Epoch 1960 | loss: 0.03097 | val_loss: 0.0313248 | Time: 2046.41 ms [2021-05-05 09:32:50 main:581] : INFO : Epoch 1961 | loss: 0.0309616 | val_loss: 0.031359 | Time: 2013.79 ms [2021-05-05 09:32:52 main:581] : INFO : Epoch 1962 | loss: 0.0309763 | val_loss: 0.0313788 | Time: 2104.6 ms [2021-05-05 09:32:55 main:581] : INFO : Epoch 1963 | loss: 0.030965 | val_loss: 0.0313233 | Time: 2199.8 ms [2021-05-05 09:32:57 main:581] : INFO : Epoch 1964 | loss: 0.0309709 | val_loss: 0.0313223 | Time: 2085.48 ms [2021-05-05 09:32:59 main:581] : INFO : Epoch 1965 | loss: 0.0309687 | val_loss: 0.0312907 | Time: 1913.64 ms [2021-05-05 09:33:00 main:581] : INFO : Epoch 1966 | loss: 0.0309619 | val_loss: 0.0313614 | Time: 1921.87 ms [2021-05-05 09:33:02 main:581] : INFO : Epoch 1967 | loss: 0.030962 | val_loss: 0.0313222 | Time: 2003.65 ms [2021-05-05 09:33:05 main:581] : INFO : Epoch 1968 | loss: 0.0309556 | val_loss: 0.0313519 | Time: 2081.01 ms [2021-05-05 09:33:07 main:581] : INFO : Epoch 1969 | loss: 0.0309603 | val_loss: 0.0313372 | Time: 2068.03 ms [2021-05-05 09:33:09 main:581] : INFO : Epoch 1970 | loss: 0.0309542 | val_loss: 0.0313234 | Time: 2125.32 ms [2021-05-05 09:33:11 main:581] : INFO : Epoch 1971 | loss: 0.030956 | val_loss: 0.0313426 | Time: 1815.12 ms [2021-05-05 09:33:13 main:581] : INFO : Epoch 1972 | loss: 0.0309609 | val_loss: 0.031303 | Time: 2303.35 ms [2021-05-05 09:33:15 main:581] : INFO : Epoch 1973 | loss: 0.0309693 | val_loss: 0.0313308 | Time: 1985.6 ms [2021-05-05 09:33:17 main:581] : INFO : Epoch 1974 | loss: 0.0309535 | val_loss: 0.0313449 | Time: 2018.84 ms [2021-05-05 09:33:19 main:581] : INFO : Epoch 1975 | loss: 0.0309475 | val_loss: 0.0313567 | Time: 2007.8 ms [2021-05-05 09:33:21 main:581] : INFO : Epoch 1976 | loss: 0.0309534 | val_loss: 0.0312981 | Time: 2103.09 ms [2021-05-05 09:33:23 main:581] : INFO : Epoch 1977 | loss: 0.0309638 | val_loss: 0.031331 | Time: 2170.4 ms [2021-05-05 09:33:25 main:581] : INFO : Epoch 1978 | loss: 0.0309594 | val_loss: 0.0313327 | Time: 2217.98 ms [2021-05-05 09:33:28 main:581] : INFO : Epoch 1979 | loss: 0.0309486 | val_loss: 0.0313449 | Time: 2167 ms [2021-05-05 09:33:30 main:581] : INFO : Epoch 1980 | loss: 0.0309508 | val_loss: 0.0313821 | Time: 2214.83 ms [2021-05-05 09:33:32 main:581] : INFO : Epoch 1981 | loss: 0.0309531 | val_loss: 0.0313262 | Time: 2091.7 ms [2021-05-05 09:33:34 main:581] : INFO : Epoch 1982 | loss: 0.0309569 | val_loss: 0.0313494 | Time: 2048.6 ms [2021-05-05 09:33:36 main:581] : INFO : Epoch 1983 | loss: 0.0309538 | val_loss: 0.031338 | Time: 2130.32 ms [2021-05-05 09:33:38 main:581] : INFO : Epoch 1984 | loss: 0.0309693 | val_loss: 0.0312869 | Time: 2060.31 ms [2021-05-05 09:33:40 main:581] : INFO : Epoch 1985 | loss: 0.0309885 | val_loss: 0.0312945 | Time: 2089.28 ms [2021-05-05 09:33:42 main:581] : INFO : Epoch 1986 | loss: 0.0309658 | val_loss: 0.0313211 | Time: 2044.69 ms [2021-05-05 09:33:44 main:581] : INFO : Epoch 1987 | loss: 0.0309578 | val_loss: 0.0313583 | Time: 2053.63 ms [2021-05-05 09:33:46 main:581] : INFO : Epoch 1988 | loss: 0.0309582 | val_loss: 0.0313679 | Time: 2035.17 ms [2021-05-05 09:33:48 main:581] : INFO : Epoch 1989 | loss: 0.0309518 | val_loss: 0.0313251 | Time: 1635.46 ms [2021-05-05 09:33:50 main:581] : INFO : Epoch 1990 | loss: 0.0309568 | val_loss: 0.0313052 | Time: 2052.56 ms [2021-05-05 09:33:52 main:581] : INFO : Epoch 1991 | loss: 0.030954 | val_loss: 0.0313315 | Time: 2199.71 ms [2021-05-05 09:33:54 main:581] : INFO : Epoch 1992 | loss: 0.0309632 | val_loss: 0.031351 | Time: 2219.52 ms [2021-05-05 09:33:57 main:581] : INFO : Epoch 1993 | loss: 0.0309624 | val_loss: 0.0313652 | Time: 2102.38 ms [2021-05-05 09:33:59 main:581] : INFO : Epoch 1994 | loss: 0.030959 | val_loss: 0.0313639 | Time: 2305.89 ms [2021-05-05 09:34:01 main:581] : INFO : Epoch 1995 | loss: 0.0309606 | val_loss: 0.0313156 | Time: 2237.24 ms [2021-05-05 09:34:03 main:581] : INFO : Epoch 1996 | loss: 0.0309661 | val_loss: 0.0313407 | Time: 1977.56 ms [2021-05-05 09:34:05 main:581] : INFO : Epoch 1997 | loss: 0.0309613 | val_loss: 0.0313207 | Time: 2220.35 ms [2021-05-05 09:34:07 main:581] : INFO : Epoch 1998 | loss: 0.0309583 | val_loss: 0.0313163 | Time: 2017.8 ms [2021-05-05 09:34:09 main:581] : INFO : Epoch 1999 | loss: 0.0309642 | val_loss: 0.0313155 | Time: 2033.89 ms [2021-05-05 09:34:11 main:581] : INFO : Epoch 2000 | loss: 0.0309565 | val_loss: 0.0313275 | Time: 1989.1 ms [2021-05-05 09:34:13 main:581] : INFO : Epoch 2001 | loss: 0.0309548 | val_loss: 0.0313434 | Time: 2147.92 ms [2021-05-05 09:34:15 main:581] : INFO : Epoch 2002 | loss: 0.0309553 | val_loss: 0.0313281 | Time: 1951.18 ms [2021-05-05 09:34:17 main:581] : INFO : Epoch 2003 | loss: 0.0309687 | val_loss: 0.0312693 | Time: 2049.47 ms [2021-05-05 09:34:20 main:581] : INFO : Epoch 2004 | loss: 0.0309924 | val_loss: 0.0313277 | Time: 2108.88 ms [2021-05-05 09:34:22 main:581] : INFO : Epoch 2005 | loss: 0.0309774 | val_loss: 0.0313465 | Time: 2030.74 ms [2021-05-05 09:34:24 main:581] : INFO : Epoch 2006 | loss: 0.0309608 | val_loss: 0.031367 | Time: 2300.66 ms [2021-05-05 09:34:26 main:581] : INFO : Epoch 2007 | loss: 0.0309541 | val_loss: 0.0313318 | Time: 1911.32 ms [2021-05-05 09:34:28 main:581] : INFO : Epoch 2008 | loss: 0.0309496 | val_loss: 0.031396 | Time: 1769.31 ms [2021-05-05 09:34:29 main:581] : INFO : Epoch 2009 | loss: 0.030956 | val_loss: 0.0312948 | Time: 1832.61 ms [2021-05-05 09:34:31 main:581] : INFO : Epoch 2010 | loss: 0.0309618 | val_loss: 0.0313431 | Time: 2031.74 ms [2021-05-05 09:34:33 main:581] : INFO : Epoch 2011 | loss: 0.0309588 | val_loss: 0.0313172 | Time: 2050.58 ms [2021-05-05 09:34:36 main:581] : INFO : Epoch 2012 | loss: 0.0309664 | val_loss: 0.0313208 | Time: 2188.25 ms [2021-05-05 09:34:38 main:581] : INFO : Epoch 2013 | loss: 0.0309692 | val_loss: 0.0312916 | Time: 1986.47 ms [2021-05-05 09:34:40 main:581] : INFO : Epoch 2014 | loss: 0.0309997 | val_loss: 0.0313057 | Time: 1998.93 ms [2021-05-05 09:34:42 main:581] : INFO : Epoch 2015 | loss: 0.0309756 | val_loss: 0.031333 | Time: 2072.25 ms [2021-05-05 09:34:44 main:581] : INFO : Epoch 2016 | loss: 0.0309582 | val_loss: 0.0313428 | Time: 1970.78 ms [2021-05-05 09:34:46 main:581] : INFO : Epoch 2017 | loss: 0.0309527 | val_loss: 0.0313336 | Time: 2071.09 ms [2021-05-05 09:34:48 main:581] : INFO : Epoch 2018 | loss: 0.0309509 | val_loss: 0.0313345 | Time: 2073.84 ms [2021-05-05 09:34:50 main:581] : INFO : Epoch 2019 | loss: 0.0309527 | val_loss: 0.0313211 | Time: 2052.34 ms [2021-05-05 09:34:52 main:581] : INFO : Epoch 2020 | loss: 0.0309549 | val_loss: 0.0313395 | Time: 1983.64 ms [2021-05-05 09:34:54 main:581] : INFO : Epoch 2021 | loss: 0.0309615 | val_loss: 0.0312917 | Time: 2025.51 ms [2021-05-05 09:34:56 main:581] : INFO : Epoch 2022 | loss: 0.0309592 | val_loss: 0.0313415 | Time: 2034.51 ms [2021-05-05 09:34:58 main:581] : INFO : Epoch 2023 | loss: 0.0309613 | val_loss: 0.0313148 | Time: 1996.73 ms [2021-05-05 09:35:00 main:581] : INFO : Epoch 2024 | loss: 0.0309589 | val_loss: 0.031332 | Time: 2027.35 ms [2021-05-05 09:35:02 main:581] : INFO : Epoch 2025 | loss: 0.0309608 | val_loss: 0.0313618 | Time: 2055.71 ms [2021-05-05 09:35:04 main:581] : INFO : Epoch 2026 | loss: 0.0309549 | val_loss: 0.0312997 | Time: 1903.91 ms [2021-05-05 09:35:06 main:581] : INFO : Epoch 2027 | loss: 0.0309606 | val_loss: 0.0313409 | Time: 2015.23 ms [2021-05-05 09:35:08 main:581] : INFO : Epoch 2028 | loss: 0.0309524 | val_loss: 0.0313124 | Time: 2035.83 ms [2021-05-05 09:35:10 main:581] : INFO : Epoch 2029 | loss: 0.0309598 | val_loss: 0.0313455 | Time: 2052.47 ms [2021-05-05 09:35:12 main:581] : INFO : Epoch 2030 | loss: 0.0309678 | val_loss: 0.0313293 | Time: 2120.25 ms [2021-05-05 09:35:14 main:581] : INFO : Epoch 2031 | loss: 0.0309664 | val_loss: 0.0313583 | Time: 2150.72 ms [2021-05-05 09:35:16 main:581] : INFO : Epoch 2032 | loss: 0.0309727 | val_loss: 0.0313439 | Time: 2186.73 ms [2021-05-05 09:35:19 main:581] : INFO : Epoch 2033 | loss: 0.0309734 | val_loss: 0.0313667 | Time: 2049.33 ms [2021-05-05 09:35:21 main:581] : INFO : Epoch 2034 | loss: 0.0309646 | val_loss: 0.0313374 | Time: 2000.02 ms [2021-05-05 09:35:23 main:581] : INFO : Epoch 2035 | loss: 0.0309566 | val_loss: 0.0313427 | Time: 2063.72 ms [2021-05-05 09:35:25 main:581] : INFO : Epoch 2036 | loss: 0.0309572 | val_loss: 0.0313224 | Time: 2031.38 ms [2021-05-05 09:35:27 main:581] : INFO : Epoch 2037 | loss: 0.0309589 | val_loss: 0.0313633 | Time: 2197.21 ms [2021-05-05 09:35:29 main:581] : INFO : Epoch 2038 | loss: 0.0309609 | val_loss: 0.0313712 | Time: 2062.74 ms [2021-05-05 09:35:31 main:581] : INFO : Epoch 2039 | loss: 0.0309588 | val_loss: 0.0313229 | Time: 2087.7 ms [2021-05-05 09:35:33 main:581] : INFO : Epoch 2040 | loss: 0.0309538 | val_loss: 0.0313517 | Time: 2089.35 ms [2021-05-05 09:35:35 main:581] : INFO : Epoch 2041 | loss: 0.0309559 | val_loss: 0.0313674 | Time: 1905.32 ms [2021-05-05 09:35:37 main:581] : INFO : Epoch 2042 | loss: 0.0309622 | val_loss: 0.031392 | Time: 2022.23 ms [2021-05-05 09:35:39 main:581] : INFO : Epoch 2043 | loss: 0.0309623 | val_loss: 0.0313126 | Time: 1857.43 ms [2021-05-05 09:35:41 main:581] : INFO : Epoch 2044 | loss: 0.0309575 | val_loss: 0.0313082 | Time: 1924.94 ms [2021-05-05 09:35:43 main:581] : INFO : Epoch 2045 | loss: 0.0309656 | val_loss: 0.0313291 | Time: 2005.02 ms [2021-05-05 09:35:45 main:581] : INFO : Epoch 2046 | loss: 0.0309675 | val_loss: 0.0313498 | Time: 2027.81 ms [2021-05-05 09:35:47 main:581] : INFO : Epoch 2047 | loss: 0.0309665 | val_loss: 0.0313582 | Time: 1813.42 ms [2021-05-05 09:35:49 main:581] : INFO : Epoch 2048 | loss: 0.030966 | val_loss: 0.0313235 | Time: 1979.42 ms [2021-05-05 09:35:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313235 [2021-05-05 09:35:49 main:610] : INFO : Saving end state to config to file [2021-05-05 09:35:49 main:615] : INFO : Success, exiting.. 09:35:49 (747401): 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)