Task 4399872
| Name | ParityMachine-1612382974-14810-4_0 |
| Workunit | 2453568 |
| Created | 15 Mar 2021, 14:34:27 UTC |
| Sent | 27 Mar 2021, 21:14:38 UTC |
| Report deadline | 3 Apr 2021, 21:14:38 UTC |
| Received | 28 Mar 2021, 9:47:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 10 min 32 sec |
| CPU time | 1 hours 10 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.34 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 2038.93 ms [2021-03-28 04:29:39 main:581] : INFO : Epoch 1538 | loss: 0.0311152 | val_loss: 0.0311321 | Time: 2040.21 ms [2021-03-28 04:29:41 main:581] : INFO : Epoch 1539 | loss: 0.031112 | val_loss: 0.0311368 | Time: 2043.04 ms [2021-03-28 04:29:43 main:581] : INFO : Epoch 1540 | loss: 0.031115 | val_loss: 0.0311394 | Time: 2043.46 ms [2021-03-28 04:29:45 main:581] : INFO : Epoch 1541 | loss: 0.0311144 | val_loss: 0.0311356 | Time: 2042.06 ms [2021-03-28 04:29:47 main:581] : INFO : Epoch 1542 | loss: 0.0311065 | val_loss: 0.0311383 | Time: 2039.17 ms [2021-03-28 04:29:49 main:581] : INFO : Epoch 1543 | loss: 0.0311045 | val_loss: 0.0311362 | Time: 2030.7 ms [2021-03-28 04:29:51 main:581] : INFO : Epoch 1544 | loss: 0.0311058 | val_loss: 0.0311365 | Time: 2049.53 ms [2021-03-28 04:29:54 main:581] : INFO : Epoch 1545 | loss: 0.0311081 | val_loss: 0.0311369 | Time: 2042.23 ms [2021-03-28 04:29:56 main:581] : INFO : Epoch 1546 | loss: 0.0311079 | val_loss: 0.0311359 | Time: 2038.2 ms [2021-03-28 04:29:58 main:581] : INFO : Epoch 1547 | loss: 0.0311078 | val_loss: 0.0311351 | Time: 2043.2 ms [2021-03-28 04:30:00 main:581] : INFO : Epoch 1548 | loss: 0.0311058 | val_loss: 0.0311337 | Time: 2044.64 ms [2021-03-28 04:30:02 main:581] : INFO : Epoch 1549 | loss: 0.031106 | val_loss: 0.0311373 | Time: 2042.04 ms [2021-03-28 04:30:04 main:581] : INFO : Epoch 1550 | loss: 0.0311048 | val_loss: 0.0311411 | Time: 2046.81 ms [2021-03-28 04:30:06 main:581] : INFO : Epoch 1551 | loss: 0.0311066 | val_loss: 0.0311365 | Time: 2043.18 ms [2021-03-28 04:30:08 main:581] : INFO : Epoch 1552 | loss: 0.0311152 | val_loss: 0.0311395 | Time: 2019.9 ms [2021-03-28 04:30:10 main:581] : INFO : Epoch 1553 | loss: 0.0311073 | val_loss: 0.0311315 | Time: 2052.75 ms [2021-03-28 04:30:12 main:581] : INFO : Epoch 1554 | loss: 0.0311087 | val_loss: 0.0311539 | Time: 2037.68 ms [2021-03-28 04:30:14 main:581] : INFO : Epoch 1555 | loss: 0.0311074 | val_loss: 0.0311353 | Time: 2051.14 ms [2021-03-28 04:30:16 main:581] : INFO : Epoch 1556 | loss: 0.031101 | val_loss: 0.031138 | Time: 2062.49 ms [2021-03-28 04:30:18 main:581] : INFO : Epoch 1557 | loss: 0.0311017 | val_loss: 0.0311369 | Time: 2043.86 ms [2021-03-28 04:30:20 main:581] : INFO : Epoch 1558 | loss: 0.0311049 | val_loss: 0.0311331 | Time: 2080.41 ms [2021-03-28 04:30:22 main:581] : INFO : Epoch 1559 | loss: 0.0311035 | val_loss: 0.0311394 | Time: 2070.84 ms [2021-03-28 04:30:24 main:581] : INFO : Epoch 1560 | loss: 0.031103 | val_loss: 0.0311383 | Time: 2077.62 ms [2021-03-28 04:30:26 main:581] : INFO : Epoch 1561 | loss: 0.0311038 | val_loss: 0.0311407 | Time: 2167.22 ms [2021-03-28 04:30:28 main:581] : INFO : Epoch 1562 | loss: 0.0311039 | val_loss: 0.0311306 | Time: 2039.07 ms [2021-03-28 04:30:30 main:581] : INFO : Epoch 1563 | loss: 0.0311008 | val_loss: 0.0311308 | Time: 2032.38 ms [2021-03-28 04:30:32 main:581] : INFO : Epoch 1564 | loss: 0.0311014 | val_loss: 0.0311314 | Time: 1995.29 ms [2021-03-28 04:30:35 main:581] : INFO : Epoch 1565 | loss: 0.0310985 | val_loss: 0.0311385 | Time: 2035.35 ms [2021-03-28 04:30:37 main:581] : INFO : Epoch 1566 | loss: 0.0310972 | val_loss: 0.0311351 | Time: 2056.21 ms [2021-03-28 04:30:39 main:581] : INFO : Epoch 1567 | loss: 0.031103 | val_loss: 0.031135 | Time: 2053.72 ms [2021-03-28 04:30:41 main:581] : INFO : Epoch 1568 | loss: 0.0311021 | val_loss: 0.0311362 | Time: 2115.08 ms [2021-03-28 04:30:43 main:581] : INFO : Epoch 1569 | loss: 0.031098 | val_loss: 0.031134 | Time: 2038.36 ms [2021-03-28 04:30:45 main:581] : INFO : Epoch 1570 | loss: 0.031096 | val_loss: 0.0311372 | Time: 2040.36 ms [2021-03-28 04:30:47 main:581] : INFO : Epoch 1571 | loss: 0.0310972 | val_loss: 0.0311373 | Time: 2101.1 ms [2021-03-28 04:30:49 main:581] : INFO : Epoch 1572 | loss: 0.0310988 | val_loss: 0.031147 | Time: 2158.81 ms [2021-03-28 04:30:51 main:581] : INFO : Epoch 1573 | loss: 0.0310981 | val_loss: 0.0311391 | Time: 2160.58 ms [2021-03-28 04:30:53 main:581] : INFO : Epoch 1574 | loss: 0.0311049 | val_loss: 0.0311347 | Time: 2132.35 ms [2021-03-28 04:30:56 main:581] : INFO : Epoch 1575 | loss: 0.0311055 | val_loss: 0.0311405 | Time: 2141.62 ms [2021-03-28 04:30:58 main:581] : INFO : Epoch 1576 | loss: 0.0311053 | val_loss: 0.0311371 | Time: 2066.13 ms [2021-03-28 04:31:00 main:581] : INFO : Epoch 1577 | loss: 0.031099 | val_loss: 0.0311371 | Time: 2079 ms [2021-03-28 04:31:02 main:581] : INFO : Epoch 1578 | loss: 0.0310982 | val_loss: 0.031136 | Time: 2066.51 ms [2021-03-28 04:31:04 main:581] : INFO : Epoch 1579 | loss: 0.0311052 | val_loss: 0.0311379 | Time: 2063.46 ms [2021-03-28 04:31:06 main:581] : INFO : Epoch 1580 | loss: 0.0311029 | val_loss: 0.031141 | Time: 2082.21 ms [2021-03-28 04:31:08 main:581] : INFO : Epoch 1581 | loss: 0.0311 | val_loss: 0.0311432 | Time: 2042.98 ms [2021-03-28 04:31:10 main:581] : INFO : Epoch 1582 | loss: 0.0310967 | val_loss: 0.0311487 | Time: 2044.91 ms [2021-03-28 04:31:12 main:581] : INFO : Epoch 1583 | loss: 0.0311012 | val_loss: 0.03114 | Time: 2044.83 ms [2021-03-28 04:31:14 main:581] : INFO : Epoch 1584 | loss: 0.0311023 | val_loss: 0.0311408 | Time: 2038.98 ms [2021-03-28 04:31:16 main:581] : INFO : Epoch 1585 | loss: 0.0311001 | val_loss: 0.0311405 | Time: 2039.46 ms [2021-03-28 04:31:18 main:581] : INFO : Epoch 1586 | loss: 0.0311007 | val_loss: 0.0311347 | Time: 2040.72 ms [2021-03-28 04:31:20 main:581] : INFO : Epoch 1587 | loss: 0.0311003 | val_loss: 0.0311439 | Time: 2044.45 ms [2021-03-28 04:31:22 main:581] : INFO : Epoch 1588 | loss: 0.031102 | val_loss: 0.0311366 | Time: 2047.52 ms [2021-03-28 04:31:24 main:581] : INFO : Epoch 1589 | loss: 0.0311002 | val_loss: 0.031134 | Time: 2040.39 ms [2021-03-28 04:31:26 main:581] : INFO : Epoch 1590 | loss: 0.031102 | val_loss: 0.0311411 | Time: 2032.86 ms [2021-03-28 04:31:28 main:581] : INFO : Epoch 1591 | loss: 0.0311037 | val_loss: 0.0311404 | Time: 2017.72 ms [2021-03-28 04:31:30 main:581] : INFO : Epoch 1592 | loss: 0.0311012 | val_loss: 0.0311339 | Time: 2097.78 ms [2021-03-28 04:31:33 main:581] : INFO : Epoch 1593 | loss: 0.0310986 | val_loss: 0.0311501 | Time: 2103.31 ms [2021-03-28 04:31:35 main:581] : INFO : Epoch 1594 | loss: 0.0311008 | val_loss: 0.0311403 | Time: 2080.07 ms [2021-03-28 04:31:37 main:581] : INFO : Epoch 1595 | loss: 0.0311008 | val_loss: 0.0311382 | Time: 2062 ms [2021-03-28 04:31:39 main:581] : INFO : Epoch 1596 | loss: 0.0310978 | val_loss: 0.0311393 | Time: 2026.01 ms [2021-03-28 04:31:41 main:581] : INFO : Epoch 1597 | loss: 0.031099 | val_loss: 0.0311429 | Time: 2046.66 ms [2021-03-28 04:31:43 main:581] : INFO : Epoch 1598 | loss: 0.0311034 | val_loss: 0.0311397 | Time: 2039.85 ms [2021-03-28 04:31:45 main:581] : INFO : Epoch 1599 | loss: 0.0311065 | val_loss: 0.0311535 | Time: 2052.32 ms [2021-03-28 04:31:47 main:581] : INFO : Epoch 1600 | loss: 0.0311025 | val_loss: 0.0311412 | Time: 2060.86 ms [2021-03-28 04:31:49 main:581] : INFO : Epoch 1601 | loss: 0.0311017 | val_loss: 0.0311423 | Time: 2034.24 ms [2021-03-28 04:31:51 main:581] : INFO : Epoch 1602 | loss: 0.0311014 | val_loss: 0.0311355 | Time: 2049.1 ms [2021-03-28 04:31:53 main:581] : INFO : Epoch 1603 | loss: 0.0311019 | val_loss: 0.0311375 | Time: 2058.6 ms [2021-03-28 04:31:55 main:581] : INFO : Epoch 1604 | loss: 0.0311041 | val_loss: 0.0311475 | Time: 2038 ms [2021-03-28 04:31:57 main:581] : INFO : Epoch 1605 | loss: 0.031099 | val_loss: 0.0311417 | Time: 2052.27 ms [2021-03-28 04:31:59 main:581] : INFO : Epoch 1606 | loss: 0.0310991 | val_loss: 0.0311379 | Time: 2017.49 ms [2021-03-28 04:32:01 main:581] : INFO : Epoch 1607 | loss: 0.0310983 | val_loss: 0.031148 | Time: 2034.07 ms [2021-03-28 04:32:03 main:581] : INFO : Epoch 1608 | loss: 0.031099 | val_loss: 0.0311352 | Time: 2044.64 ms [2021-03-28 04:32:05 main:581] : INFO : Epoch 1609 | loss: 0.0310989 | val_loss: 0.0311407 | Time: 2078.03 ms [2021-03-28 04:32:07 main:581] : INFO : Epoch 1610 | loss: 0.0311009 | val_loss: 0.0311406 | Time: 2053.89 ms [2021-03-28 04:32:09 main:581] : INFO : Epoch 1611 | loss: 0.0311083 | val_loss: 0.0311311 | Time: 2037.27 ms [2021-03-28 04:32:11 main:581] : INFO : Epoch 1612 | loss: 0.0311125 | val_loss: 0.0311397 | Time: 2047.38 ms [2021-03-28 04:32:13 main:581] : INFO : Epoch 1613 | loss: 0.0311093 | val_loss: 0.0311339 | Time: 2045.28 ms [2021-03-28 04:32:16 main:581] : INFO : Epoch 1614 | loss: 0.0311061 | val_loss: 0.0311328 | Time: 2050.9 ms [2021-03-28 04:32:18 main:581] : INFO : Epoch 1615 | loss: 0.0311034 | val_loss: 0.0311286 | Time: 2050.2 ms [2021-03-28 04:32:20 main:581] : INFO : Epoch 1616 | loss: 0.0311058 | val_loss: 0.0311342 | Time: 2080.26 ms [2021-03-28 04:32:22 main:581] : INFO : Epoch 1617 | loss: 0.0311073 | val_loss: 0.0311265 | Time: 2057.11 ms [2021-03-28 04:32:24 main:581] : INFO : Epoch 1618 | loss: 0.0311044 | val_loss: 0.0311344 | Time: 2041.63 ms [2021-03-28 04:32:26 main:581] : INFO : Epoch 1619 | loss: 0.0311021 | val_loss: 0.0311303 | Time: 2044.36 ms [2021-03-28 04:32:28 main:581] : INFO : Epoch 1620 | loss: 0.031103 | val_loss: 0.0311393 | Time: 2046.27 ms [2021-03-28 04:32:30 main:581] : INFO : Epoch 1621 | loss: 0.0311016 | val_loss: 0.0311323 | Time: 2046.87 ms [2021-03-28 04:32:32 main:581] : INFO : Epoch 1622 | loss: 0.0311006 | val_loss: 0.0311394 | Time: 2046 ms [2021-03-28 04:32:34 main:581] : INFO : Epoch 1623 | loss: 0.031103 | val_loss: 0.0311316 | Time: 2043.1 ms [2021-03-28 04:32:36 main:581] : INFO : Epoch 1624 | loss: 0.0311004 | val_loss: 0.0311303 | Time: 2042.5 ms [2021-03-28 04:32:38 main:581] : INFO : Epoch 1625 | loss: 0.031102 | val_loss: 0.0311546 | Time: 2047.21 ms [2021-03-28 04:32:40 main:581] : INFO : Epoch 1626 | loss: 0.0311074 | val_loss: 0.0311326 | Time: 2039.16 ms [2021-03-28 04:32:42 main:581] : INFO : Epoch 1627 | loss: 0.0311022 | val_loss: 0.0311318 | Time: 2022.52 ms [2021-03-28 04:32:44 main:581] : INFO : Epoch 1628 | loss: 0.0310989 | val_loss: 0.0311304 | Time: 2071.24 ms [2021-03-28 04:32:46 main:581] : INFO : Epoch 1629 | loss: 0.0310973 | val_loss: 0.0311352 | Time: 2058.86 ms [2021-03-28 04:32:48 main:581] : INFO : Epoch 1630 | loss: 0.0310971 | val_loss: 0.0311299 | Time: 2048.31 ms [2021-03-28 04:32:50 main:581] : INFO : Epoch 1631 | loss: 0.0310961 | val_loss: 0.0311389 | Time: 2046.15 ms [2021-03-28 04:32:52 main:581] : INFO : Epoch 1632 | loss: 0.0310948 | val_loss: 0.0311306 | Time: 2062.44 ms [2021-03-28 04:32:54 main:581] : INFO : Epoch 1633 | loss: 0.0310945 | val_loss: 0.0311328 | Time: 2041.43 ms [2021-03-28 04:32:57 main:581] : INFO : Epoch 1634 | loss: 0.0310956 | val_loss: 0.0311313 | Time: 2040.51 ms [2021-03-28 04:32:59 main:581] : INFO : Epoch 1635 | loss: 0.0310947 | val_loss: 0.031138 | Time: 2062.02 ms [2021-03-28 04:33:01 main:581] : INFO : Epoch 1636 | loss: 0.0310961 | val_loss: 0.0311319 | Time: 2053.47 ms [2021-03-28 04:33:03 main:581] : INFO : Epoch 1637 | loss: 0.0310925 | val_loss: 0.0311282 | Time: 2051.23 ms [2021-03-28 04:33:05 main:581] : INFO : Epoch 1638 | loss: 0.0310918 | val_loss: 0.0311297 | Time: 2025.17 ms [2021-03-28 04:33:07 main:581] : INFO : Epoch 1639 | loss: 0.031094 | val_loss: 0.0311407 | Time: 2051.82 ms [2021-03-28 04:33:09 main:581] : INFO : Epoch 1640 | loss: 0.0310932 | val_loss: 0.0311284 | Time: 2050.71 ms [2021-03-28 04:33:11 main:581] : INFO : Epoch 1641 | loss: 0.0310915 | val_loss: 0.0311309 | Time: 2049.4 ms [2021-03-28 04:33:13 main:581] : INFO : Epoch 1642 | loss: 0.0310908 | val_loss: 0.031126 | Time: 2059.16 ms [2021-03-28 04:33:15 main:581] : INFO : Epoch 1643 | loss: 0.0310957 | val_loss: 0.0311306 | Time: 1975.5 ms [2021-03-28 04:33:17 main:581] : INFO : Epoch 1644 | loss: 0.0310955 | val_loss: 0.0311262 | Time: 2040.29 ms [2021-03-28 04:33:19 main:581] : INFO : Epoch 1645 | loss: 0.0310974 | val_loss: 0.031133 | Time: 1986.5 ms [2021-03-28 04:33:21 main:581] : INFO : Epoch 1646 | loss: 0.0310975 | val_loss: 0.0311374 | Time: 2049.82 ms [2021-03-28 04:33:23 main:581] : INFO : Epoch 1647 | loss: 0.0311053 | val_loss: 0.0311365 | Time: 2021.94 ms [2021-03-28 04:33:25 main:581] : INFO : Epoch 1648 | loss: 0.0311106 | val_loss: 0.0311395 | Time: 2038.72 ms [2021-03-28 04:33:27 main:581] : INFO : Epoch 1649 | loss: 0.0311135 | val_loss: 0.0311389 | Time: 2032.89 ms [2021-03-28 04:33:29 main:581] : INFO : Epoch 1650 | loss: 0.0311069 | val_loss: 0.0311281 | Time: 2050.07 ms [2021-03-28 04:33:31 main:581] : INFO : Epoch 1651 | loss: 0.0311024 | val_loss: 0.0311328 | Time: 2026.3 ms [2021-03-28 04:33:33 main:581] : INFO : Epoch 1652 | loss: 0.0311026 | val_loss: 0.0311289 | Time: 2033.27 ms [2021-03-28 04:33:35 main:581] : INFO : Epoch 1653 | loss: 0.031106 | val_loss: 0.0311333 | Time: 2060.86 ms [2021-03-28 04:33:37 main:581] : INFO : Epoch 1654 | loss: 0.0311169 | val_loss: 0.0311324 | Time: 2069.54 ms [2021-03-28 04:33:39 main:581] : INFO : Epoch 1655 | loss: 0.0311099 | val_loss: 0.0311287 | Time: 2040.34 ms [2021-03-28 04:33:41 main:581] : INFO : Epoch 1656 | loss: 0.0311044 | val_loss: 0.0311262 | Time: 2042.6 ms [2021-03-28 04:33:43 main:581] : INFO : Epoch 1657 | loss: 0.0311001 | val_loss: 0.031127 | Time: 2032.82 ms [2021-03-28 04:33:45 main:581] : INFO : Epoch 1658 | loss: 0.0310984 | val_loss: 0.0311273 | Time: 2012.1 ms [2021-03-28 04:33:47 main:581] : INFO : Epoch 1659 | loss: 0.0311004 | val_loss: 0.0311332 | Time: 2057.16 ms [2021-03-28 04:33:50 main:581] : INFO : Epoch 1660 | loss: 0.0311046 | val_loss: 0.0311363 | Time: 2112.3 ms [2021-03-28 04:33:52 main:581] : INFO : Epoch 1661 | loss: 0.0311041 | val_loss: 0.0311277 | Time: 2159.72 ms [2021-03-28 04:33:54 main:581] : INFO : Epoch 1662 | loss: 0.0311015 | val_loss: 0.0311303 | Time: 2166.56 ms [2021-03-28 04:33:56 main:581] : INFO : Epoch 1663 | loss: 0.0311007 | val_loss: 0.0311369 | Time: 2103.68 ms [2021-03-28 04:33:58 main:581] : INFO : Epoch 1664 | loss: 0.0311136 | val_loss: 0.0311376 | Time: 2041.44 ms [2021-03-28 04:34:00 main:581] : INFO : Epoch 1665 | loss: 0.0311188 | val_loss: 0.0311309 | Time: 2043.04 ms [2021-03-28 04:34:02 main:581] : INFO : Epoch 1666 | loss: 0.0311167 | val_loss: 0.0311364 | Time: 2034.43 ms [2021-03-28 04:34:04 main:581] : INFO : Epoch 1667 | loss: 0.0311099 | val_loss: 0.0311281 | Time: 2076.1 ms [2021-03-28 04:34:06 main:581] : INFO : Epoch 1668 | loss: 0.0311142 | val_loss: 0.0311471 | Time: 2047.06 ms [2021-03-28 04:34:08 main:581] : INFO : Epoch 1669 | loss: 0.0311092 | val_loss: 0.0311365 | Time: 2049.11 ms [2021-03-28 04:34:10 main:581] : INFO : Epoch 1670 | loss: 0.0311058 | val_loss: 0.0311287 | Time: 2044.13 ms [2021-03-28 04:34:12 main:581] : INFO : Epoch 1671 | loss: 0.0311036 | val_loss: 0.0311301 | Time: 2098.17 ms [2021-03-28 04:34:15 main:581] : INFO : Epoch 1672 | loss: 0.0311089 | val_loss: 0.0311326 | Time: 2087.43 ms [2021-03-28 04:34:17 main:581] : INFO : Epoch 1673 | loss: 0.0311037 | val_loss: 0.0311327 | Time: 2050.69 ms [2021-03-28 04:34:19 main:581] : INFO : Epoch 1674 | loss: 0.0311093 | val_loss: 0.0311345 | Time: 2073.25 ms [2021-03-28 04:34:21 main:581] : INFO : Epoch 1675 | loss: 0.0311147 | val_loss: 0.0311456 | Time: 2058.76 ms [2021-03-28 04:34:23 main:581] : INFO : Epoch 1676 | loss: 0.0311147 | val_loss: 0.0311389 | Time: 2035.49 ms [2021-03-28 04:34:25 main:581] : INFO : Epoch 1677 | loss: 0.031116 | val_loss: 0.0311441 | Time: 2033.15 ms [2021-03-28 04:34:27 main:581] : INFO : Epoch 1678 | loss: 0.0311104 | val_loss: 0.0311321 | Time: 2017.89 ms [2021-03-28 04:34:29 main:581] : INFO : Epoch 1679 | loss: 0.0311107 | val_loss: 0.0311374 | Time: 2086.03 ms [2021-03-28 04:34:31 main:581] : INFO : Epoch 1680 | loss: 0.0311216 | val_loss: 0.031138 | Time: 2072.32 ms [2021-03-28 04:34:33 main:581] : INFO : Epoch 1681 | loss: 0.0311174 | val_loss: 0.0311393 | Time: 2071.05 ms [2021-03-28 04:34:35 main:581] : INFO : Epoch 1682 | loss: 0.0311127 | val_loss: 0.0311367 | Time: 2071.07 ms [2021-03-28 04:34:37 main:581] : INFO : Epoch 1683 | loss: 0.0311108 | val_loss: 0.0311421 | Time: 2086.14 ms [2021-03-28 04:34:39 main:581] : INFO : Epoch 1684 | loss: 0.0311095 | val_loss: 0.0311372 | Time: 2075.89 ms [2021-03-28 04:34:41 main:581] : INFO : Epoch 1685 | loss: 0.0311092 | val_loss: 0.0311479 | Time: 2093.75 ms [2021-03-28 04:34:43 main:581] : INFO : Epoch 1686 | loss: 0.031111 | val_loss: 0.0311423 | Time: 2035.65 ms [2021-03-28 04:34:46 main:581] : INFO : Epoch 1687 | loss: 0.0311177 | val_loss: 0.0311412 | Time: 2152.87 ms [2021-03-28 04:34:48 main:581] : INFO : Epoch 1688 | loss: 0.0311139 | val_loss: 0.0311364 | Time: 2137.27 ms [2021-03-28 04:34:50 main:581] : INFO : Epoch 1689 | loss: 0.0311077 | val_loss: 0.0311394 | Time: 2134.19 ms [2021-03-28 04:34:52 main:581] : INFO : Epoch 1690 | loss: 0.0311075 | val_loss: 0.0311405 | Time: 2028.16 ms [2021-03-28 04:34:54 main:581] : INFO : Epoch 1691 | loss: 0.031111 | val_loss: 0.0311393 | Time: 2030.4 ms [2021-03-28 04:34:56 main:581] : INFO : Epoch 1692 | loss: 0.0311148 | val_loss: 0.0311328 | Time: 2045.51 ms [2021-03-28 04:34:58 main:581] : INFO : Epoch 1693 | loss: 0.031109 | val_loss: 0.0311373 | Time: 2036.04 ms [2021-03-28 04:35:00 main:581] : INFO : Epoch 1694 | loss: 0.0311072 | val_loss: 0.0311399 | Time: 2041.72 ms [2021-03-28 04:35:02 main:581] : INFO : Epoch 1695 | loss: 0.0311073 | val_loss: 0.0311362 | Time: 2052.35 ms [2021-03-28 04:35:04 main:581] : INFO : Epoch 1696 | loss: 0.0311229 | val_loss: 0.0311459 | Time: 2041.94 ms [2021-03-28 04:35:06 main:581] : INFO : Epoch 1697 | loss: 0.0311243 | val_loss: 0.0311405 | Time: 2058.83 ms [2021-03-28 04:35:08 main:581] : INFO : Epoch 1698 | loss: 0.0311213 | val_loss: 0.031137 | Time: 2051.92 ms [2021-03-28 04:35:10 main:581] : INFO : Epoch 1699 | loss: 0.0311181 | val_loss: 0.0311386 | Time: 2102.8 ms [2021-03-28 04:35:12 main:581] : INFO : Epoch 1700 | loss: 0.0311144 | val_loss: 0.0311365 | Time: 2098.69 ms [2021-03-28 04:35:14 main:581] : INFO : Epoch 1701 | loss: 0.0311147 | val_loss: 0.0311371 | Time: 2029.7 ms [2021-03-28 04:35:17 main:581] : INFO : Epoch 1702 | loss: 0.031115 | val_loss: 0.0311358 | Time: 2055.61 ms [2021-03-28 04:35:19 main:581] : INFO : Epoch 1703 | loss: 0.0311145 | val_loss: 0.03114 | Time: 2052.48 ms [2021-03-28 04:35:21 main:581] : INFO : Epoch 1704 | loss: 0.0311149 | val_loss: 0.0311415 | Time: 2045.45 ms [2021-03-28 04:35:23 main:581] : INFO : Epoch 1705 | loss: 0.0311148 | val_loss: 0.0311361 | Time: 2079.72 ms [2021-03-28 04:35:25 main:581] : INFO : Epoch 1706 | loss: 0.0311132 | val_loss: 0.0311456 | Time: 2145.26 ms [2021-03-28 04:35:27 main:581] : INFO : Epoch 1707 | loss: 0.0311115 | val_loss: 0.0311383 | Time: 2194.4 ms [2021-03-28 04:35:29 main:581] : INFO : Epoch 1708 | loss: 0.0311093 | val_loss: 0.0311366 | Time: 2075.59 ms [2021-03-28 04:35:31 main:581] : INFO : Epoch 1709 | loss: 0.03111 | val_loss: 0.031136 | Time: 2058.08 ms [2021-03-28 04:35:33 main:581] : INFO : Epoch 1710 | loss: 0.0311063 | val_loss: 0.0311348 | Time: 2095.37 ms [2021-03-28 04:35:35 main:581] : INFO : Epoch 1711 | loss: 0.0311059 | val_loss: 0.03114 | Time: 2050.21 ms [2021-03-28 04:35:37 main:581] : INFO : Epoch 1712 | loss: 0.0311074 | val_loss: 0.0311427 | Time: 2046.91 ms [2021-03-28 04:35:39 main:581] : INFO : Epoch 1713 | loss: 0.0311066 | val_loss: 0.031141 | Time: 2071.12 ms [2021-03-28 04:35:41 main:581] : INFO : Epoch 1714 | loss: 0.0311075 | val_loss: 0.0311492 | Time: 2017.6 ms [2021-03-28 04:35:43 main:581] : INFO : Epoch 1715 | loss: 0.0311069 | val_loss: 0.0311461 | Time: 2034.57 ms [2021-03-28 04:35:46 main:581] : INFO : Epoch 1716 | loss: 0.0311058 | val_loss: 0.0311407 | Time: 2115.54 ms [2021-03-28 04:35:48 main:581] : INFO : Epoch 1717 | loss: 0.0311055 | val_loss: 0.0311442 | Time: 2090.3 ms [2021-03-28 04:35:50 main:581] : INFO : Epoch 1718 | loss: 0.0311056 | val_loss: 0.0311378 | Time: 2073.76 ms [2021-03-28 04:35:52 main:581] : INFO : Epoch 1719 | loss: 0.031107 | val_loss: 0.0311357 | Time: 2091.67 ms [2021-03-28 04:35:54 main:581] : INFO : Epoch 1720 | loss: 0.0311072 | val_loss: 0.0311373 | Time: 2051.52 ms [2021-03-28 04:35:56 main:581] : INFO : Epoch 1721 | loss: 0.0311074 | val_loss: 0.0311359 | Time: 2070.49 ms [2021-03-28 04:35:58 main:581] : INFO : Epoch 1722 | loss: 0.0311055 | val_loss: 0.0311415 | Time: 2108.4 ms [2021-03-28 04:36:00 main:581] : INFO : Epoch 1723 | loss: 0.0311042 | val_loss: 0.0311398 | Time: 2049.47 ms [2021-03-28 04:36:02 main:581] : INFO : Epoch 1724 | loss: 0.0311067 | val_loss: 0.0311385 | Time: 2045.12 ms [2021-03-28 04:36:04 main:581] : INFO : Epoch 1725 | loss: 0.0311128 | val_loss: 0.0311482 | Time: 2049.6 ms [2021-03-28 04:36:06 main:581] : INFO : Epoch 1726 | loss: 0.0311115 | val_loss: 0.0311427 | Time: 2087.05 ms [2021-03-28 04:36:08 main:581] : INFO : Epoch 1727 | loss: 0.0311072 | val_loss: 0.0311383 | Time: 2107.56 ms [2021-03-28 04:36:10 main:581] : INFO : Epoch 1728 | loss: 0.0311054 | val_loss: 0.03114 | Time: 2033.6 ms [2021-03-28 04:36:12 main:581] : INFO : Epoch 1729 | loss: 0.0311042 | val_loss: 0.0311338 | Time: 2029.61 ms [2021-03-28 04:36:15 main:581] : INFO : Epoch 1730 | loss: 0.0311021 | val_loss: 0.0311344 | Time: 2044.43 ms [2021-03-28 04:36:17 main:581] : INFO : Epoch 1731 | loss: 0.0311038 | val_loss: 0.031135 | Time: 2130.76 ms [2021-03-28 04:36:19 main:581] : INFO : Epoch 1732 | loss: 0.0311059 | val_loss: 0.0311437 | Time: 2086.42 ms [2021-03-28 04:36:21 main:581] : INFO : Epoch 1733 | loss: 0.0311058 | val_loss: 0.0311383 | Time: 2048.26 ms [2021-03-28 04:36:23 main:581] : INFO : Epoch 1734 | loss: 0.0311025 | val_loss: 0.0311437 | Time: 2047.46 ms [2021-03-28 04:36:25 main:581] : INFO : Epoch 1735 | loss: 0.0311048 | val_loss: 0.0311417 | Time: 2097.59 ms [2021-03-28 04:36:27 main:581] : INFO : Epoch 1736 | loss: 0.031109 | val_loss: 0.0311497 | Time: 2123.05 ms [2021-03-28 04:36:29 main:581] : INFO : Epoch 1737 | loss: 0.0311117 | val_loss: 0.0311388 | Time: 2096.6 ms [2021-03-28 04:36:31 main:581] : INFO : Epoch 1738 | loss: 0.0311154 | val_loss: 0.0311487 | Time: 2044.15 ms [2021-03-28 04:36:33 main:581] : INFO : Epoch 1739 | loss: 0.0311083 | val_loss: 0.0311509 | Time: 2045.5 ms [2021-03-28 04:36:35 main:581] : INFO : Epoch 1740 | loss: 0.0311024 | val_loss: 0.0311331 | Time: 2050.59 ms [2021-03-28 04:36:37 main:581] : INFO : Epoch 1741 | loss: 0.0311011 | val_loss: 0.0311423 | Time: 2051.15 ms [2021-03-28 04:36:39 main:581] : INFO : Epoch 1742 | loss: 0.0311028 | val_loss: 0.0311357 | Time: 2048.83 ms [2021-03-28 04:36:41 main:581] : INFO : Epoch 1743 | loss: 0.0311031 | val_loss: 0.0311357 | Time: 2052.59 ms [2021-03-28 04:36:44 main:581] : INFO : Epoch 1744 | loss: 0.0311062 | val_loss: 0.0311384 | Time: 2054.78 ms [2021-03-28 04:36:46 main:581] : INFO : Epoch 1745 | loss: 0.0311081 | val_loss: 0.0311375 | Time: 2054.25 ms [2021-03-28 04:36:48 main:581] : INFO : Epoch 1746 | loss: 0.0311063 | val_loss: 0.0311377 | Time: 2051.55 ms [2021-03-28 04:36:50 main:581] : INFO : Epoch 1747 | loss: 0.0311127 | val_loss: 0.031143 | Time: 2051.73 ms [2021-03-28 04:36:52 main:581] : INFO : Epoch 1748 | loss: 0.0311087 | val_loss: 0.0311357 | Time: 2052.78 ms [2021-03-28 04:36:54 main:581] : INFO : Epoch 1749 | loss: 0.0311064 | val_loss: 0.0311351 | Time: 2038.61 ms [2021-03-28 04:36:56 main:581] : INFO : Epoch 1750 | loss: 0.0311038 | val_loss: 0.0311348 | Time: 2015.56 ms [2021-03-28 04:36:58 main:581] : INFO : Epoch 1751 | loss: 0.031104 | val_loss: 0.0311393 | Time: 2081.3 ms [2021-03-28 04:37:00 main:581] : INFO : Epoch 1752 | loss: 0.0311038 | val_loss: 0.0311415 | Time: 2047.67 ms [2021-03-28 04:37:02 main:581] : INFO : Epoch 1753 | loss: 0.0311078 | val_loss: 0.0311435 | Time: 2092.08 ms [2021-03-28 04:37:04 main:581] : INFO : Epoch 1754 | loss: 0.0311062 | val_loss: 0.0311333 | Time: 2079.59 ms [2021-03-28 04:37:06 main:581] : INFO : Epoch 1755 | loss: 0.0311026 | val_loss: 0.0311424 | Time: 2100.96 ms [2021-03-28 04:37:08 main:581] : INFO : Epoch 1756 | loss: 0.0311023 | val_loss: 0.0311421 | Time: 2062.51 ms [2021-03-28 04:37:10 main:581] : INFO : Epoch 1757 | loss: 0.0311065 | val_loss: 0.0311489 | Time: 2063.92 ms [2021-03-28 04:37:12 main:581] : INFO : Epoch 1758 | loss: 0.0311043 | val_loss: 0.0311343 | Time: 2040.23 ms [2021-03-28 04:37:14 main:581] : INFO : Epoch 1759 | loss: 0.0311019 | val_loss: 0.0311376 | Time: 2047.19 ms [2021-03-28 04:37:16 main:581] : INFO : Epoch 1760 | loss: 0.0311017 | val_loss: 0.0311309 | Time: 2045.58 ms [2021-03-28 04:37:18 main:581] : INFO : Epoch 1761 | loss: 0.0311015 | val_loss: 0.0311417 | Time: 1993.26 ms [2021-03-28 04:37:20 main:581] : INFO : Epoch 1762 | loss: 0.0310994 | val_loss: 0.0311336 | Time: 1989.17 ms [2021-03-28 04:37:22 main:581] : INFO : Epoch 1763 | loss: 0.0311123 | val_loss: 0.0311462 | Time: 2055.19 ms [2021-03-28 04:37:24 main:581] : INFO : Epoch 1764 | loss: 0.031121 | val_loss: 0.0311402 | Time: 2012.96 ms [2021-03-28 04:37:27 main:581] : INFO : Epoch 1765 | loss: 0.0311153 | val_loss: 0.0311426 | Time: 2034.48 ms [2021-03-28 04:37:29 main:581] : INFO : Epoch 1766 | loss: 0.0311209 | val_loss: 0.0311349 | Time: 2073.16 ms [2021-03-28 04:37:31 main:581] : INFO : Epoch 1767 | loss: 0.0311149 | val_loss: 0.0311344 | Time: 2145.43 ms [2021-03-28 04:37:33 main:581] : INFO : Epoch 1768 | loss: 0.0311091 | val_loss: 0.0311335 | Time: 2134 ms [2021-03-28 04:37:35 main:581] : INFO : Epoch 1769 | loss: 0.0311105 | val_loss: 0.0311334 | Time: 2090.37 ms [2021-03-28 04:37:37 main:581] : INFO : Epoch 1770 | loss: 0.0311061 | val_loss: 0.0311319 | Time: 2075.08 ms [2021-03-28 04:37:39 main:581] : INFO : Epoch 1771 | loss: 0.0311041 | val_loss: 0.0311302 | Time: 2056.42 ms [2021-03-28 04:37:41 main:581] : INFO : Epoch 1772 | loss: 0.0311028 | val_loss: 0.0311282 | Time: 2040.89 ms [2021-03-28 04:37:43 main:581] : INFO : Epoch 1773 | loss: 0.0311007 | val_loss: 0.0311307 | Time: 2058.98 ms [2021-03-28 04:37:45 main:581] : INFO : Epoch 1774 | loss: 0.0311013 | val_loss: 0.0311366 | Time: 2014.33 ms [2021-03-28 04:37:47 main:581] : INFO : Epoch 1775 | loss: 0.0311013 | val_loss: 0.0311352 | Time: 2052.42 ms [2021-03-28 04:37:49 main:581] : INFO : Epoch 1776 | loss: 0.0311021 | val_loss: 0.031147 | Time: 2045.29 ms [2021-03-28 04:37:51 main:581] : INFO : Epoch 1777 | loss: 0.0311079 | val_loss: 0.0311357 | Time: 2038.25 ms [2021-03-28 04:37:53 main:581] : INFO : Epoch 1778 | loss: 0.0311048 | val_loss: 0.0311342 | Time: 2048.5 ms [2021-03-28 04:37:55 main:581] : INFO : Epoch 1779 | loss: 0.0311025 | val_loss: 0.0311341 | Time: 2045.21 ms [2021-03-28 04:37:58 main:581] : INFO : Epoch 1780 | loss: 0.0311026 | val_loss: 0.0311339 | Time: 2058.86 ms [2021-03-28 04:38:00 main:581] : INFO : Epoch 1781 | loss: 0.031108 | val_loss: 0.0311371 | Time: 2033.05 ms [2021-03-28 04:38:02 main:581] : INFO : Epoch 1782 | loss: 0.0311069 | val_loss: 0.0311326 | Time: 2046.43 ms [2021-03-28 04:38:04 main:581] : INFO : Epoch 1783 | loss: 0.0311055 | val_loss: 0.0311289 | Time: 2052.28 ms [2021-03-28 04:38:06 main:581] : INFO : Epoch 1784 | loss: 0.0311017 | val_loss: 0.0311338 | Time: 2076.47 ms [2021-03-28 04:38:08 main:581] : INFO : Epoch 1785 | loss: 0.0311051 | val_loss: 0.0311303 | Time: 2027.22 ms [2021-03-28 04:38:10 main:581] : INFO : Epoch 1786 | loss: 0.0311028 | val_loss: 0.031131 | Time: 2078.41 ms [2021-03-28 04:38:12 main:581] : INFO : Epoch 1787 | loss: 0.0311006 | val_loss: 0.03113 | Time: 2033.59 ms [2021-03-28 04:38:14 main:581] : INFO : Epoch 1788 | loss: 0.0311016 | val_loss: 0.0311447 | Time: 2121.87 ms [2021-03-28 04:38:16 main:581] : INFO : Epoch 1789 | loss: 0.0311058 | val_loss: 0.0311361 | Time: 2127.22 ms [2021-03-28 04:38:18 main:581] : INFO : Epoch 1790 | loss: 0.0311043 | val_loss: 0.0311364 | Time: 2062.98 ms [2021-03-28 04:38:20 main:581] : INFO : Epoch 1791 | loss: 0.0311029 | val_loss: 0.0311433 | Time: 2063 ms [2021-03-28 04:38:22 main:581] : INFO : Epoch 1792 | loss: 0.0311151 | val_loss: 0.0311452 | Time: 2043.71 ms [2021-03-28 04:38:24 main:581] : INFO : Epoch 1793 | loss: 0.0311129 | val_loss: 0.0311358 | Time: 2070.85 ms [2021-03-28 04:38:26 main:581] : INFO : Epoch 1794 | loss: 0.0311097 | val_loss: 0.0311413 | Time: 2033.08 ms [2021-03-28 04:38:29 main:581] : INFO : Epoch 1795 | loss: 0.031106 | val_loss: 0.0311392 | Time: 2124.68 ms [2021-03-28 04:38:31 main:581] : INFO : Epoch 1796 | loss: 0.0311045 | val_loss: 0.031136 | Time: 2065.28 ms [2021-03-28 04:38:33 main:581] : INFO : Epoch 1797 | loss: 0.0311036 | val_loss: 0.0311434 | Time: 2021.98 ms [2021-03-28 04:38:35 main:581] : INFO : Epoch 1798 | loss: 0.0311032 | val_loss: 0.0311361 | Time: 2035.95 ms [2021-03-28 04:38:37 main:581] : INFO : Epoch 1799 | loss: 0.0310999 | val_loss: 0.0311334 | Time: 2048 ms [2021-03-28 04:38:39 main:581] : INFO : Epoch 1800 | loss: 0.0311003 | val_loss: 0.0311351 | Time: 2021.81 ms [2021-03-28 04:38:41 main:581] : INFO : Epoch 1801 | loss: 0.0310995 | val_loss: 0.03114 | Time: 2047.27 ms [2021-03-28 04:38:43 main:581] : INFO : Epoch 1802 | loss: 0.0311022 | val_loss: 0.0311388 | Time: 2039.88 ms [2021-03-28 04:38:45 main:581] : INFO : Epoch 1803 | loss: 0.0311038 | val_loss: 0.0311418 | Time: 2056.94 ms [2021-03-28 04:38:47 main:581] : INFO : Epoch 1804 | loss: 0.0311045 | val_loss: 0.0311291 | Time: 2072.76 ms [2021-03-28 04:38:49 main:581] : INFO : Epoch 1805 | loss: 0.0311013 | val_loss: 0.0311388 | Time: 2062.51 ms [2021-03-28 04:38:51 main:581] : INFO : Epoch 1806 | loss: 0.0310992 | val_loss: 0.031131 | Time: 2043.87 ms [2021-03-28 04:38:53 main:581] : INFO : Epoch 1807 | loss: 0.0310996 | val_loss: 0.0311291 | Time: 2020.01 ms [2021-03-28 04:38:55 main:581] : INFO : Epoch 1808 | loss: 0.0311006 | val_loss: 0.0311325 | Time: 2037.76 ms [2021-03-28 04:38:57 main:581] : INFO : Epoch 1809 | loss: 0.0311001 | val_loss: 0.0311407 | Time: 2111.54 ms [2021-03-28 04:38:59 main:581] : INFO : Epoch 1810 | loss: 0.0311069 | val_loss: 0.0311291 | Time: 2090.26 ms [2021-03-28 04:39:01 main:581] : INFO : Epoch 1811 | loss: 0.0311042 | val_loss: 0.0311333 | Time: 2021.82 ms [2021-03-28 04:39:03 main:581] : INFO : Epoch 1812 | loss: 0.0311075 | val_loss: 0.0311412 | Time: 2020.32 ms [2021-03-28 04:39:05 main:581] : INFO : Epoch 1813 | loss: 0.0311176 | val_loss: 0.0311398 | Time: 2093.76 ms [2021-03-28 04:39:07 main:581] : INFO : Epoch 1814 | loss: 0.031113 | val_loss: 0.0311347 | Time: 2038.7 ms [2021-03-28 04:39:09 main:581] : INFO : Epoch 1815 | loss: 0.0311106 | val_loss: 0.0311306 | Time: 2028.99 ms [2021-03-28 04:39:12 main:581] : INFO : Epoch 1816 | loss: 0.031105 | val_loss: 0.0311316 | Time: 2118.04 ms [2021-03-28 04:39:14 main:581] : INFO : Epoch 1817 | loss: 0.0311022 | val_loss: 0.0311301 | Time: 2119.93 ms [2021-03-28 04:39:16 main:581] : INFO : Epoch 1818 | loss: 0.0311044 | val_loss: 0.0311369 | Time: 2067.13 ms [2021-03-28 04:39:18 main:581] : INFO : Epoch 1819 | loss: 0.0311096 | val_loss: 0.0311338 | Time: 2056.36 ms [2021-03-28 04:39:20 main:581] : INFO : Epoch 1820 | loss: 0.0311075 | val_loss: 0.0311291 | Time: 2068.73 ms [2021-03-28 04:39:22 main:581] : INFO : Epoch 1821 | loss: 0.0311065 | val_loss: 0.0311314 | Time: 2085.23 ms [2021-03-28 04:39:24 main:581] : INFO : Epoch 1822 | loss: 0.0311033 | val_loss: 0.0311311 | Time: 2104.54 ms [2021-03-28 04:39:26 main:581] : INFO : Epoch 1823 | loss: 0.0311001 | val_loss: 0.0311315 | Time: 2090.19 ms [2021-03-28 04:39:28 main:581] : INFO : Epoch 1824 | loss: 0.0311013 | val_loss: 0.0311267 | Time: 2092.35 ms [2021-03-28 04:39:30 main:581] : INFO : Epoch 1825 | loss: 0.0311003 | val_loss: 0.0311466 | Time: 2024.69 ms [2021-03-28 04:39:32 main:581] : INFO : Epoch 1826 | loss: 0.0311007 | val_loss: 0.0311308 | Time: 2036.53 ms [2021-03-28 04:39:34 main:581] : INFO : Epoch 1827 | loss: 0.0310981 | val_loss: 0.0311385 | Time: 2084.74 ms [2021-03-28 04:39:36 main:581] : INFO : Epoch 1828 | loss: 0.0311024 | val_loss: 0.0311341 | Time: 2047.93 ms [2021-03-28 04:39:39 main:581] : INFO : Epoch 1829 | loss: 0.0311023 | val_loss: 0.0311326 | Time: 2023.32 ms [2021-03-28 04:39:41 main:581] : INFO : Epoch 1830 | loss: 0.0311024 | val_loss: 0.0311292 | Time: 2031.4 ms [2021-03-28 04:39:43 main:581] : INFO : Epoch 1831 | loss: 0.0310979 | val_loss: 0.031131 | Time: 2044.2 ms [2021-03-28 04:39:45 main:581] : INFO : Epoch 1832 | loss: 0.0311056 | val_loss: 0.0311365 | Time: 2028.33 ms [2021-03-28 04:39:47 main:581] : INFO : Epoch 1833 | loss: 0.0311089 | val_loss: 0.0311454 | Time: 2007.02 ms [2021-03-28 04:39:49 main:581] : INFO : Epoch 1834 | loss: 0.0311168 | val_loss: 0.031134 | Time: 2050.26 ms [2021-03-28 04:39:51 main:581] : INFO : Epoch 1835 | loss: 0.0310981 | val_loss: 0.0311343 | Time: 2028.69 ms [2021-03-28 04:39:53 main:581] : INFO : Epoch 1836 | loss: 0.0310924 | val_loss: 0.0311291 | Time: 2029.6 ms [2021-03-28 04:39:55 main:581] : INFO : Epoch 1837 | loss: 0.0310922 | val_loss: 0.0311309 | Time: 2020.93 ms [2021-03-28 04:39:57 main:581] : INFO : Epoch 1838 | loss: 0.0310954 | val_loss: 0.0311333 | Time: 2021.12 ms [2021-03-28 04:39:59 main:581] : INFO : Epoch 1839 | loss: 0.0310945 | val_loss: 0.0311384 | Time: 2030.66 ms [2021-03-28 04:40:01 main:581] : INFO : Epoch 1840 | loss: 0.0310953 | val_loss: 0.0311371 | Time: 2045.69 ms [2021-03-28 04:40:03 main:581] : INFO : Epoch 1841 | loss: 0.0310968 | val_loss: 0.0311339 | Time: 2053.11 ms [2021-03-28 04:40:05 main:581] : INFO : Epoch 1842 | loss: 0.0311012 | val_loss: 0.0311355 | Time: 2035.4 ms [2021-03-28 04:40:07 main:581] : INFO : Epoch 1843 | loss: 0.0310997 | val_loss: 0.0311356 | Time: 2065.31 ms [2021-03-28 04:40:09 main:581] : INFO : Epoch 1844 | loss: 0.0311005 | val_loss: 0.0311319 | Time: 2107.16 ms [2021-03-28 04:40:11 main:581] : INFO : Epoch 1845 | loss: 0.0310947 | val_loss: 0.0311318 | Time: 2033.81 ms [2021-03-28 04:40:13 main:581] : INFO : Epoch 1846 | loss: 0.0310952 | val_loss: 0.0311481 | Time: 2018.66 ms [2021-03-28 04:40:15 main:581] : INFO : Epoch 1847 | loss: 0.031097 | val_loss: 0.0311339 | Time: 1981.16 ms [2021-03-28 04:40:17 main:581] : INFO : Epoch 1848 | loss: 0.0310969 | val_loss: 0.03113 | Time: 2040.05 ms [2021-03-28 04:40:19 main:581] : INFO : Epoch 1849 | loss: 0.0310956 | val_loss: 0.031128 | Time: 2038.44 ms [2021-03-28 04:40:21 main:581] : INFO : Epoch 1850 | loss: 0.0310952 | val_loss: 0.0311299 | Time: 2037.01 ms [2021-03-28 04:40:23 main:581] : INFO : Epoch 1851 | loss: 0.0310956 | val_loss: 0.0311323 | Time: 2037.26 ms [2021-03-28 04:40:25 main:581] : INFO : Epoch 1852 | loss: 0.0310949 | val_loss: 0.0311338 | Time: 2039.15 ms [2021-03-28 04:40:27 main:581] : INFO : Epoch 1853 | loss: 0.0310951 | val_loss: 0.031133 | Time: 2038.1 ms [2021-03-28 04:40:29 main:581] : INFO : Epoch 1854 | loss: 0.0310936 | val_loss: 0.0311315 | Time: 2013.5 ms [2021-03-28 04:40:31 main:581] : INFO : Epoch 1855 | loss: 0.0310992 | val_loss: 0.0311357 | Time: 2066.52 ms [2021-03-28 04:40:34 main:581] : INFO : Epoch 1856 | loss: 0.0310992 | val_loss: 0.0311348 | Time: 2041.84 ms [2021-03-28 04:40:36 main:581] : INFO : Epoch 1857 | loss: 0.031099 | val_loss: 0.0311342 | Time: 2047.59 ms [2021-03-28 04:40:38 main:581] : INFO : Epoch 1858 | loss: 0.0310984 | val_loss: 0.0311312 | Time: 2063.35 ms [2021-03-28 04:40:40 main:581] : INFO : Epoch 1859 | loss: 0.0311035 | val_loss: 0.0311307 | Time: 2066.36 ms [2021-03-28 04:40:42 main:581] : INFO : Epoch 1860 | loss: 0.0310991 | val_loss: 0.0311272 | Time: 2112.24 ms [2021-03-28 04:40:44 main:581] : INFO : Epoch 1861 | loss: 0.0311005 | val_loss: 0.0311346 | Time: 2090.52 ms [2021-03-28 04:40:46 main:581] : INFO : Epoch 1862 | loss: 0.0310962 | val_loss: 0.0311384 | Time: 2093.03 ms [2021-03-28 04:40:48 main:581] : INFO : Epoch 1863 | loss: 0.0310948 | val_loss: 0.0311347 | Time: 2173.95 ms [2021-03-28 04:40:50 main:581] : INFO : Epoch 1864 | loss: 0.031096 | val_loss: 0.0311385 | Time: 2065.85 ms [2021-03-28 04:40:52 main:581] : INFO : Epoch 1865 | loss: 0.0310936 | val_loss: 0.031139 | Time: 2040.15 ms [2021-03-28 04:40:54 main:581] : INFO : Epoch 1866 | loss: 0.031096 | val_loss: 0.0311351 | Time: 2031.29 ms [2021-03-28 04:40:56 main:581] : INFO : Epoch 1867 | loss: 0.031096 | val_loss: 0.0311374 | Time: 2059.47 ms [2021-03-28 04:40:58 main:581] : INFO : Epoch 1868 | loss: 0.0310962 | val_loss: 0.031138 | Time: 2012.53 ms [2021-03-28 04:41:00 main:581] : INFO : Epoch 1869 | loss: 0.0310996 | val_loss: 0.0311348 | Time: 2038.8 ms [2021-03-28 04:41:02 main:581] : INFO : Epoch 1870 | loss: 0.031097 | val_loss: 0.0311324 | Time: 2041.37 ms [2021-03-28 04:41:04 main:581] : INFO : Epoch 1871 | loss: 0.0310985 | val_loss: 0.0311288 | Time: 2036.47 ms [2021-03-28 04:41:07 main:581] : INFO : Epoch 1872 | loss: 0.0310948 | val_loss: 0.0311327 | Time: 2053.89 ms [2021-03-28 04:41:09 main:581] : INFO : Epoch 1873 | loss: 0.0310944 | val_loss: 0.0311363 | Time: 2086.14 ms [2021-03-28 04:41:11 main:581] : INFO : Epoch 1874 | loss: 0.0310931 | val_loss: 0.0311377 | Time: 2082.37 ms [2021-03-28 04:41:13 main:581] : INFO : Epoch 1875 | loss: 0.0310964 | val_loss: 0.0311381 | Time: 2067.3 ms [2021-03-28 04:41:15 main:581] : INFO : Epoch 1876 | loss: 0.0310947 | val_loss: 0.0311313 | Time: 2024.35 ms [2021-03-28 04:41:17 main:581] : INFO : Epoch 1877 | loss: 0.0310991 | val_loss: 0.0311332 | Time: 2018.88 ms [2021-03-28 04:41:19 main:581] : INFO : Epoch 1878 | loss: 0.0310972 | val_loss: 0.0311249 | Time: 2045.31 ms [2021-03-28 04:41:21 main:581] : INFO : Epoch 1879 | loss: 0.0310978 | val_loss: 0.0311253 | Time: 2092.87 ms [2021-03-28 04:41:23 main:581] : INFO : Epoch 1880 | loss: 0.0310946 | val_loss: 0.0311263 | Time: 2086.38 ms [2021-03-28 04:41:25 main:581] : INFO : Epoch 1881 | loss: 0.031095 | val_loss: 0.0311296 | Time: 2049.07 ms [2021-03-28 04:41:27 main:581] : INFO : Epoch 1882 | loss: 0.0310931 | val_loss: 0.0311258 | Time: 1993.71 ms [2021-03-28 04:41:29 main:581] : INFO : Epoch 1883 | loss: 0.0310923 | val_loss: 0.0311241 | Time: 2068.76 ms [2021-03-28 04:41:31 main:581] : INFO : Epoch 1884 | loss: 0.03109 | val_loss: 0.0311293 | Time: 2152.04 ms [2021-03-28 04:41:33 main:581] : INFO : Epoch 1885 | loss: 0.0310905 | val_loss: 0.0311375 | Time: 2056.72 ms [2021-03-28 04:41:35 main:581] : INFO : Epoch 1886 | loss: 0.0310904 | val_loss: 0.0311282 | Time: 1984.1 ms [2021-03-28 04:41:37 main:581] : INFO : Epoch 1887 | loss: 0.0310925 | val_loss: 0.0311306 | Time: 2040.62 ms [2021-03-28 04:41:39 main:581] : INFO : Epoch 1888 | loss: 0.0310959 | val_loss: 0.03113 | Time: 2040.18 ms [2021-03-28 04:41:41 main:581] : INFO : Epoch 1889 | loss: 0.0310936 | val_loss: 0.0311264 | Time: 2041.14 ms [2021-03-28 04:41:44 main:581] : INFO : Epoch 1890 | loss: 0.0310914 | val_loss: 0.0311335 | Time: 2040.27 ms [2021-03-28 04:41:46 main:581] : INFO : Epoch 1891 | loss: 0.0310899 | val_loss: 0.0311251 | Time: 2041.25 ms [2021-03-28 04:41:48 main:581] : INFO : Epoch 1892 | loss: 0.0310909 | val_loss: 0.0311264 | Time: 2042.36 ms [2021-03-28 04:41:50 main:581] : INFO : Epoch 1893 | loss: 0.0310914 | val_loss: 0.0311247 | Time: 2042.62 ms [2021-03-28 04:41:52 main:581] : INFO : Epoch 1894 | loss: 0.0310888 | val_loss: 0.0311326 | Time: 2030.63 ms [2021-03-28 04:41:54 main:581] : INFO : Epoch 1895 | loss: 0.0310994 | val_loss: 0.0311346 | Time: 2026.25 ms [2021-03-28 04:41:56 main:581] : INFO : Epoch 1896 | loss: 0.0310983 | val_loss: 0.0311283 | Time: 2038.77 ms [2021-03-28 04:41:58 main:581] : INFO : Epoch 1897 | loss: 0.0310974 | val_loss: 0.0311283 | Time: 2039.89 ms [2021-03-28 04:42:00 main:581] : INFO : Epoch 1898 | loss: 0.0310945 | val_loss: 0.0311409 | Time: 2041.06 ms [2021-03-28 04:42:02 main:581] : INFO : Epoch 1899 | loss: 0.0310983 | val_loss: 0.0311298 | Time: 2039.92 ms [2021-03-28 04:42:04 main:581] : INFO : Epoch 1900 | loss: 0.0310961 | val_loss: 0.0311254 | Time: 2037.79 ms [2021-03-28 04:42:06 main:581] : INFO : Epoch 1901 | loss: 0.0310961 | val_loss: 0.0311276 | Time: 2036.14 ms [2021-03-28 04:42:08 main:581] : INFO : Epoch 1902 | loss: 0.0310965 | val_loss: 0.0311219 | Time: 2037.45 ms [2021-03-28 04:42:10 main:581] : INFO : Epoch 1903 | loss: 0.0310938 | val_loss: 0.0311342 | Time: 2040.65 ms [2021-03-28 04:42:12 main:581] : INFO : Epoch 1904 | loss: 0.0311001 | val_loss: 0.0311243 | Time: 2043.97 ms [2021-03-28 04:42:14 main:581] : INFO : Epoch 1905 | loss: 0.0310974 | val_loss: 0.0311395 | Time: 2041.32 ms [2021-03-28 04:42:16 main:581] : INFO : Epoch 1906 | loss: 0.0310979 | val_loss: 0.031127 | Time: 2042.19 ms [2021-03-28 04:42:18 main:581] : INFO : Epoch 1907 | loss: 0.0310942 | val_loss: 0.0311311 | Time: 2037.66 ms [2021-03-28 04:42:20 main:581] : INFO : Epoch 1908 | loss: 0.0311195 | val_loss: 0.0311427 | Time: 2039.53 ms [2021-03-28 04:42:22 main:581] : INFO : Epoch 1909 | loss: 0.0311225 | val_loss: 0.0311404 | Time: 2043.16 ms [2021-03-28 04:42:24 main:581] : INFO : Epoch 1910 | loss: 0.0311207 | val_loss: 0.0311413 | Time: 2045.57 ms [2021-03-28 04:42:26 main:581] : INFO : Epoch 1911 | loss: 0.03112 | val_loss: 0.0311375 | Time: 2043.66 ms [2021-03-28 04:42:28 main:581] : INFO : Epoch 1912 | loss: 0.0311175 | val_loss: 0.0311407 | Time: 2044.28 ms [2021-03-28 04:42:30 main:581] : INFO : Epoch 1913 | loss: 0.0311169 | val_loss: 0.031136 | Time: 2044.18 ms [2021-03-28 04:42:32 main:581] : INFO : Epoch 1914 | loss: 0.0311156 | val_loss: 0.0311381 | Time: 2042.26 ms [2021-03-28 04:42:35 main:581] : INFO : Epoch 1915 | loss: 0.0311093 | val_loss: 0.0311376 | Time: 2040.97 ms [2021-03-28 04:42:37 main:581] : INFO : Epoch 1916 | loss: 0.0311105 | val_loss: 0.0311315 | Time: 2042.38 ms [2021-03-28 04:42:39 main:581] : INFO : Epoch 1917 | loss: 0.0311033 | val_loss: 0.0311299 | Time: 2042.71 ms [2021-03-28 04:42:41 main:581] : INFO : Epoch 1918 | loss: 0.031101 | val_loss: 0.0311324 | Time: 2043.72 ms [2021-03-28 04:42:43 main:581] : INFO : Epoch 1919 | loss: 0.031101 | val_loss: 0.0311312 | Time: 2044.7 ms [2021-03-28 04:42:45 main:581] : INFO : Epoch 1920 | loss: 0.0310983 | val_loss: 0.031129 | Time: 2041.9 ms [2021-03-28 04:42:47 main:581] : INFO : Epoch 1921 | loss: 0.0310991 | val_loss: 0.0311378 | Time: 2035.92 ms [2021-03-28 04:42:49 main:581] : INFO : Epoch 1922 | loss: 0.0311023 | val_loss: 0.0311308 | Time: 2035.07 ms [2021-03-28 04:42:51 main:581] : INFO : Epoch 1923 | loss: 0.0311006 | val_loss: 0.0311344 | Time: 2037.25 ms [2021-03-28 04:42:53 main:581] : INFO : Epoch 1924 | loss: 0.0310986 | val_loss: 0.0311275 | Time: 2038.96 ms [2021-03-28 04:42:55 main:581] : INFO : Epoch 1925 | loss: 0.0310994 | val_loss: 0.031132 | Time: 2036.45 ms [2021-03-28 04:42:57 main:581] : INFO : Epoch 1926 | loss: 0.0311007 | val_loss: 0.0311284 | Time: 2037.48 ms [2021-03-28 04:42:59 main:581] : INFO : Epoch 1927 | loss: 0.0310987 | val_loss: 0.0311301 | Time: 2038.4 ms [2021-03-28 04:43:01 main:581] : INFO : Epoch 1928 | loss: 0.0310967 | val_loss: 0.0311258 | Time: 2017.17 ms [2021-03-28 04:43:03 main:581] : INFO : Epoch 1929 | loss: 0.0310968 | val_loss: 0.0311215 | Time: 2072.85 ms [2021-03-28 04:43:05 main:581] : INFO : Epoch 1930 | loss: 0.0310983 | val_loss: 0.031131 | Time: 2085.25 ms [2021-03-28 04:43:07 main:581] : INFO : Epoch 1931 | loss: 0.0310999 | val_loss: 0.0311312 | Time: 2087.67 ms [2021-03-28 04:43:09 main:581] : INFO : Epoch 1932 | loss: 0.0310989 | val_loss: 0.0311288 | Time: 2074.74 ms [2021-03-28 04:43:11 main:581] : INFO : Epoch 1933 | loss: 0.0310962 | val_loss: 0.0311365 | Time: 2037.08 ms [2021-03-28 04:43:13 main:581] : INFO : Epoch 1934 | loss: 0.0310955 | val_loss: 0.0311374 | Time: 2042.01 ms [2021-03-28 04:43:15 main:581] : INFO : Epoch 1935 | loss: 0.0310953 | val_loss: 0.0311392 | Time: 2037.46 ms [2021-03-28 04:43:18 main:581] : INFO : Epoch 1936 | loss: 0.0310932 | val_loss: 0.0311383 | Time: 2081.76 ms [2021-03-28 04:43:20 main:581] : INFO : Epoch 1937 | loss: 0.0310925 | val_loss: 0.0311393 | Time: 2054.54 ms [2021-03-28 04:43:22 main:581] : INFO : Epoch 1938 | loss: 0.0310919 | val_loss: 0.0311337 | Time: 2070.06 ms [2021-03-28 04:43:24 main:581] : INFO : Epoch 1939 | loss: 0.0310989 | val_loss: 0.0311346 | Time: 2062.41 ms [2021-03-28 04:43:26 main:581] : INFO : Epoch 1940 | loss: 0.031098 | val_loss: 0.0311414 | Time: 2043.83 ms [2021-03-28 04:43:28 main:581] : INFO : Epoch 1941 | loss: 0.0310959 | val_loss: 0.0311301 | Time: 2060.71 ms [2021-03-28 04:43:30 main:581] : INFO : Epoch 1942 | loss: 0.031096 | val_loss: 0.0311262 | Time: 2070.62 ms [2021-03-28 04:43:32 main:581] : INFO : Epoch 1943 | loss: 0.0310962 | val_loss: 0.03114 | Time: 2057.54 ms [2021-03-28 04:43:34 main:581] : INFO : Epoch 1944 | loss: 0.031096 | val_loss: 0.0311372 | Time: 2032.59 ms [2021-03-28 04:43:36 main:581] : INFO : Epoch 1945 | loss: 0.031092 | val_loss: 0.0311327 | Time: 2107.74 ms [2021-03-28 04:43:38 main:581] : INFO : Epoch 1946 | loss: 0.0310891 | val_loss: 0.0311417 | Time: 2121.66 ms [2021-03-28 04:43:40 main:581] : INFO : Epoch 1947 | loss: 0.0310912 | val_loss: 0.0311313 | Time: 2094.03 ms [2021-03-28 04:43:42 main:581] : INFO : Epoch 1948 | loss: 0.0310906 | val_loss: 0.0311322 | Time: 2106.74 ms [2021-03-28 04:43:44 main:581] : INFO : Epoch 1949 | loss: 0.0310928 | val_loss: 0.0311322 | Time: 2078.87 ms [2021-03-28 04:43:47 main:581] : INFO : Epoch 1950 | loss: 0.0310937 | val_loss: 0.031132 | Time: 2141.29 ms [2021-03-28 04:43:49 main:581] : INFO : Epoch 1951 | loss: 0.0310977 | val_loss: 0.0311309 | Time: 2170.21 ms [2021-03-28 04:43:51 main:581] : INFO : Epoch 1952 | loss: 0.0310964 | val_loss: 0.0311288 | Time: 2161.2 ms [2021-03-28 04:43:53 main:581] : INFO : Epoch 1953 | loss: 0.0311141 | val_loss: 0.0311844 | Time: 2066.91 ms [2021-03-28 04:43:55 main:581] : INFO : Epoch 1954 | loss: 0.0311771 | val_loss: 0.0311909 | Time: 2070.87 ms [2021-03-28 04:43:57 main:581] : INFO : Epoch 1955 | loss: 0.0311794 | val_loss: 0.0311889 | Time: 1956.96 ms [2021-03-28 04:43:59 main:581] : INFO : Epoch 1956 | loss: 0.0311774 | val_loss: 0.0311887 | Time: 2060.23 ms [2021-03-28 04:44:01 main:581] : INFO : Epoch 1957 | loss: 0.03117 | val_loss: 0.0311884 | Time: 2045.04 ms [2021-03-28 04:44:03 main:581] : INFO : Epoch 1958 | loss: 0.0311661 | val_loss: 0.0311799 | Time: 2045.01 ms [2021-03-28 04:44:05 main:581] : INFO : Epoch 1959 | loss: 0.0311589 | val_loss: 0.0311686 | Time: 2032.58 ms [2021-03-28 04:44:07 main:581] : INFO : Epoch 1960 | loss: 0.0311599 | val_loss: 0.0311776 | Time: 2107.79 ms [2021-03-28 04:44:09 main:581] : INFO : Epoch 1961 | loss: 0.0311572 | val_loss: 0.0311549 | Time: 2098.63 ms [2021-03-28 04:44:11 main:581] : INFO : Epoch 1962 | loss: 0.0311496 | val_loss: 0.0311544 | Time: 2039.69 ms [2021-03-28 04:44:14 main:581] : INFO : Epoch 1963 | loss: 0.0311404 | val_loss: 0.0311478 | Time: 2013.47 ms [2021-03-28 04:44:16 main:581] : INFO : Epoch 1964 | loss: 0.0311375 | val_loss: 0.0311477 | Time: 2036.39 ms [2021-03-28 04:44:18 main:581] : INFO : Epoch 1965 | loss: 0.0311311 | val_loss: 0.0311467 | Time: 2031.25 ms [2021-03-28 04:44:20 main:581] : INFO : Epoch 1966 | loss: 0.0311275 | val_loss: 0.0311418 | Time: 2043.37 ms [2021-03-28 04:44:22 main:581] : INFO : Epoch 1967 | loss: 0.0311295 | val_loss: 0.0311413 | Time: 2044.97 ms [2021-03-28 04:44:24 main:581] : INFO : Epoch 1968 | loss: 0.0311259 | val_loss: 0.0311395 | Time: 2141.71 ms [2021-03-28 04:44:26 main:581] : INFO : Epoch 1969 | loss: 0.0311271 | val_loss: 0.0311375 | Time: 2081.07 ms [2021-03-28 04:44:28 main:581] : INFO : Epoch 1970 | loss: 0.0311255 | val_loss: 0.0311444 | Time: 2067.49 ms [2021-03-28 04:44:30 main:581] : INFO : Epoch 1971 | loss: 0.0311255 | val_loss: 0.0311423 | Time: 2045.35 ms [2021-03-28 04:44:32 main:581] : INFO : Epoch 1972 | loss: 0.0311342 | val_loss: 0.0311402 | Time: 2042.24 ms [2021-03-28 04:44:34 main:581] : INFO : Epoch 1973 | loss: 0.0311365 | val_loss: 0.0311467 | Time: 2027.4 ms [2021-03-28 04:44:36 main:581] : INFO : Epoch 1974 | loss: 0.0311348 | val_loss: 0.0311446 | Time: 2043.78 ms [2021-03-28 04:44:38 main:581] : INFO : Epoch 1975 | loss: 0.0311377 | val_loss: 0.0311474 | Time: 2071.14 ms [2021-03-28 04:44:40 main:581] : INFO : Epoch 1976 | loss: 0.0311327 | val_loss: 0.0311528 | Time: 2116.69 ms [2021-03-28 04:44:42 main:581] : INFO : Epoch 1977 | loss: 0.0311319 | val_loss: 0.0311424 | Time: 2025.75 ms [2021-03-28 04:44:44 main:581] : INFO : Epoch 1978 | loss: 0.0311274 | val_loss: 0.0311453 | Time: 2035.35 ms [2021-03-28 04:44:47 main:581] : INFO : Epoch 1979 | loss: 0.0311251 | val_loss: 0.031145 | Time: 2141.66 ms [2021-03-28 04:44:49 main:581] : INFO : Epoch 1980 | loss: 0.0311246 | val_loss: 0.0311429 | Time: 2050.06 ms [2021-03-28 04:44:51 main:581] : INFO : Epoch 1981 | loss: 0.0311243 | val_loss: 0.0311515 | Time: 2028.97 ms [2021-03-28 04:44:53 main:581] : INFO : Epoch 1982 | loss: 0.0311234 | val_loss: 0.0311429 | Time: 2032.53 ms [2021-03-28 04:44:55 main:581] : INFO : Epoch 1983 | loss: 0.0311213 | val_loss: 0.0311433 | Time: 2032.91 ms [2021-03-28 04:44:57 main:581] : INFO : Epoch 1984 | loss: 0.0311194 | val_loss: 0.0311372 | Time: 2035.25 ms [2021-03-28 04:44:59 main:581] : INFO : Epoch 1985 | loss: 0.0311228 | val_loss: 0.0311367 | Time: 2032.48 ms [2021-03-28 04:45:01 main:581] : INFO : Epoch 1986 | loss: 0.0311234 | val_loss: 0.0311435 | Time: 2032.45 ms [2021-03-28 04:45:03 main:581] : INFO : Epoch 1987 | loss: 0.0311265 | val_loss: 0.0311355 | Time: 2030.1 ms [2021-03-28 04:45:05 main:581] : INFO : Epoch 1988 | loss: 0.0311238 | val_loss: 0.0311366 | Time: 2035.23 ms [2021-03-28 04:45:07 main:581] : INFO : Epoch 1989 | loss: 0.0311222 | val_loss: 0.0311314 | Time: 2034.45 ms [2021-03-28 04:45:09 main:581] : INFO : Epoch 1990 | loss: 0.0311204 | val_loss: 0.0311368 | Time: 2035.94 ms [2021-03-28 04:45:11 main:581] : INFO : Epoch 1991 | loss: 0.0311201 | val_loss: 0.0311314 | Time: 2059.78 ms [2021-03-28 04:45:13 main:581] : INFO : Epoch 1992 | loss: 0.0311174 | val_loss: 0.0311321 | Time: 2052.1 ms [2021-03-28 04:45:15 main:581] : INFO : Epoch 1993 | loss: 0.0311162 | val_loss: 0.0311331 | Time: 2052.51 ms [2021-03-28 04:45:17 main:581] : INFO : Epoch 1994 | loss: 0.031121 | val_loss: 0.0311332 | Time: 2059.97 ms [2021-03-28 04:45:19 main:581] : INFO : Epoch 1995 | loss: 0.031115 | val_loss: 0.0311331 | Time: 2087.67 ms [2021-03-28 04:45:21 main:581] : INFO : Epoch 1996 | loss: 0.0311153 | val_loss: 0.0311352 | Time: 2069.66 ms [2021-03-28 04:45:23 main:581] : INFO : Epoch 1997 | loss: 0.03112 | val_loss: 0.0311458 | Time: 2043.86 ms [2021-03-28 04:45:25 main:581] : INFO : Epoch 1998 | loss: 0.0311207 | val_loss: 0.0311422 | Time: 2056.64 ms [2021-03-28 04:45:27 main:581] : INFO : Epoch 1999 | loss: 0.0311204 | val_loss: 0.0311409 | Time: 2098.69 ms [2021-03-28 04:45:30 main:581] : INFO : Epoch 2000 | loss: 0.031118 | val_loss: 0.0311392 | Time: 2061.7 ms [2021-03-28 04:45:32 main:581] : INFO : Epoch 2001 | loss: 0.0311119 | val_loss: 0.0311388 | Time: 2127.3 ms [2021-03-28 04:45:34 main:581] : INFO : Epoch 2002 | loss: 0.0311115 | val_loss: 0.0311349 | Time: 2041.87 ms [2021-03-28 04:45:36 main:581] : INFO : Epoch 2003 | loss: 0.0311113 | val_loss: 0.0311337 | Time: 2044.03 ms [2021-03-28 04:45:38 main:581] : INFO : Epoch 2004 | loss: 0.0311143 | val_loss: 0.031139 | Time: 2143.53 ms [2021-03-28 04:45:40 main:581] : INFO : Epoch 2005 | loss: 0.0311191 | val_loss: 0.0311379 | Time: 2143.46 ms [2021-03-28 04:45:42 main:581] : INFO : Epoch 2006 | loss: 0.0311148 | val_loss: 0.0311434 | Time: 2100.61 ms [2021-03-28 04:45:44 main:581] : INFO : Epoch 2007 | loss: 0.0311114 | val_loss: 0.0311362 | Time: 2067.15 ms [2021-03-28 04:45:46 main:581] : INFO : Epoch 2008 | loss: 0.0311098 | val_loss: 0.0311344 | Time: 2069.01 ms [2021-03-28 04:45:48 main:581] : INFO : Epoch 2009 | loss: 0.0311081 | val_loss: 0.0311361 | Time: 2083.97 ms [2021-03-28 04:45:50 main:581] : INFO : Epoch 2010 | loss: 0.0311099 | val_loss: 0.0311301 | Time: 2090.48 ms [2021-03-28 04:45:53 main:581] : INFO : Epoch 2011 | loss: 0.0311102 | val_loss: 0.0311445 | Time: 2079.02 ms [2021-03-28 04:45:55 main:581] : INFO : Epoch 2012 | loss: 0.0311156 | val_loss: 0.0311321 | Time: 2097.99 ms [2021-03-28 04:45:57 main:581] : INFO : Epoch 2013 | loss: 0.0311163 | val_loss: 0.0311322 | Time: 2062.38 ms [2021-03-28 04:45:59 main:581] : INFO : Epoch 2014 | loss: 0.031116 | val_loss: 0.0311428 | Time: 2077.22 ms [2021-03-28 04:46:01 main:581] : INFO : Epoch 2015 | loss: 0.0311251 | val_loss: 0.0311655 | Time: 2092.32 ms [2021-03-28 04:46:03 main:581] : INFO : Epoch 2016 | loss: 0.0311304 | val_loss: 0.0311491 | Time: 2042.76 ms [2021-03-28 04:46:05 main:581] : INFO : Epoch 2017 | loss: 0.0311229 | val_loss: 0.0311513 | Time: 2033.9 ms [2021-03-28 04:46:07 main:581] : INFO : Epoch 2018 | loss: 0.0311185 | val_loss: 0.03115 | Time: 2091.7 ms [2021-03-28 04:46:09 main:581] : INFO : Epoch 2019 | loss: 0.0311175 | val_loss: 0.0311428 | Time: 2121.35 ms [2021-03-28 04:46:11 main:581] : INFO : Epoch 2020 | loss: 0.0311161 | val_loss: 0.031151 | Time: 2066.16 ms [2021-03-28 04:46:13 main:581] : INFO : Epoch 2021 | loss: 0.0311167 | val_loss: 0.0311453 | Time: 2019.1 ms [2021-03-28 04:46:15 main:581] : INFO : Epoch 2022 | loss: 0.0311173 | val_loss: 0.0311462 | Time: 2056.97 ms [2021-03-28 04:46:17 main:581] : INFO : Epoch 2023 | loss: 0.0311169 | val_loss: 0.0311472 | Time: 2033.92 ms [2021-03-28 04:46:19 main:581] : INFO : Epoch 2024 | loss: 0.031118 | val_loss: 0.0311541 | Time: 2035.61 ms [2021-03-28 04:46:21 main:581] : INFO : Epoch 2025 | loss: 0.031119 | val_loss: 0.0311445 | Time: 2035.87 ms [2021-03-28 04:46:23 main:581] : INFO : Epoch 2026 | loss: 0.0311154 | val_loss: 0.0311458 | Time: 1978.63 ms [2021-03-28 04:46:25 main:581] : INFO : Epoch 2027 | loss: 0.0311153 | val_loss: 0.0311415 | Time: 2071.79 ms [2021-03-28 04:46:28 main:581] : INFO : Epoch 2028 | loss: 0.0311156 | val_loss: 0.0311364 | Time: 2082.88 ms [2021-03-28 04:46:30 main:581] : INFO : Epoch 2029 | loss: 0.0311142 | val_loss: 0.0311388 | Time: 2039.98 ms [2021-03-28 04:46:32 main:581] : INFO : Epoch 2030 | loss: 0.0311127 | val_loss: 0.0311389 | Time: 2059.56 ms [2021-03-28 04:46:34 main:581] : INFO : Epoch 2031 | loss: 0.0311148 | val_loss: 0.031141 | Time: 2106.87 ms [2021-03-28 04:46:36 main:581] : INFO : Epoch 2032 | loss: 0.0311136 | val_loss: 0.031143 | Time: 2064.58 ms [2021-03-28 04:46:38 main:581] : INFO : Epoch 2033 | loss: 0.0311153 | val_loss: 0.0311399 | Time: 2010 ms [2021-03-28 04:46:40 main:581] : INFO : Epoch 2034 | loss: 0.0311195 | val_loss: 0.0311392 | Time: 2031.97 ms [2021-03-28 04:46:42 main:581] : INFO : Epoch 2035 | loss: 0.0311146 | val_loss: 0.0311409 | Time: 2058 ms [2021-03-28 04:46:44 main:581] : INFO : Epoch 2036 | loss: 0.0311102 | val_loss: 0.031139 | Time: 2070.57 ms [2021-03-28 04:46:46 main:581] : INFO : Epoch 2037 | loss: 0.0311104 | val_loss: 0.03114 | Time: 2065.41 ms [2021-03-28 04:46:48 main:581] : INFO : Epoch 2038 | loss: 0.0311143 | val_loss: 0.031141 | Time: 2056.79 ms [2021-03-28 04:46:50 main:581] : INFO : Epoch 2039 | loss: 0.0311145 | val_loss: 0.0311413 | Time: 2076.94 ms [2021-03-28 04:46:52 main:581] : INFO : Epoch 2040 | loss: 0.0311136 | val_loss: 0.0311315 | Time: 2077.59 ms [2021-03-28 04:46:54 main:581] : INFO : Epoch 2041 | loss: 0.0311101 | val_loss: 0.0311347 | Time: 2101.62 ms [2021-03-28 04:46:56 main:581] : INFO : Epoch 2042 | loss: 0.0311095 | val_loss: 0.0311349 | Time: 2049.75 ms [2021-03-28 04:46:58 main:581] : INFO : Epoch 2043 | loss: 0.0311082 | val_loss: 0.031136 | Time: 2016.06 ms [2021-03-28 04:47:00 main:581] : INFO : Epoch 2044 | loss: 0.0311101 | val_loss: 0.0311445 | Time: 2019.43 ms [2021-03-28 04:47:02 main:581] : INFO : Epoch 2045 | loss: 0.0311106 | val_loss: 0.0311337 | Time: 2034.53 ms [2021-03-28 04:47:04 main:581] : INFO : Epoch 2046 | loss: 0.0311057 | val_loss: 0.0311343 | Time: 2031.76 ms [2021-03-28 04:47:06 main:581] : INFO : Epoch 2047 | loss: 0.0311064 | val_loss: 0.0311369 | Time: 1994.12 ms [2021-03-28 04:47:09 main:581] : INFO : Epoch 2048 | loss: 0.0311105 | val_loss: 0.0311385 | Time: 2101.86 ms [2021-03-28 04:47:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311385 [2021-03-28 04:47:09 main:610] : INFO : Saving end state to config to file [2021-03-28 04:47:09 main:615] : INFO : Success, exiting.. 04:47:09 (691536): 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)