Task 5383420
| Name | ParityMachine-1622595693-30908-3_2 |
| Workunit | 3201093 |
| Created | 21 Jun 2021, 2:34:13 UTC |
| Sent | 21 Jun 2021, 3:17:40 UTC |
| Report deadline | 28 Jun 2021, 3:17:40 UTC |
| Received | 21 Jun 2021, 4:17:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 342 |
| Run time | 57 min 26 sec |
| CPU time | 57 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,765.93 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.16</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0312342 | val_loss: 0.0312274 | Time: 1623.47 ms
[2021-06-21 14:03:21 main:581] : INFO : Epoch 1539 | loss: 0.0312303 | val_loss: 0.0312323 | Time: 2059.24 ms
[2021-06-21 14:03:22 main:581] : INFO : Epoch 1540 | loss: 0.0312302 | val_loss: 0.0312278 | Time: 1344.39 ms
[2021-06-21 14:03:24 main:581] : INFO : Epoch 1541 | loss: 0.0312298 | val_loss: 0.0312297 | Time: 1605.74 ms
[2021-06-21 14:03:26 main:581] : INFO : Epoch 1542 | loss: 0.0312293 | val_loss: 0.0312326 | Time: 2066.56 ms
[2021-06-21 14:03:27 main:581] : INFO : Epoch 1543 | loss: 0.0312321 | val_loss: 0.0312352 | Time: 1323.19 ms
[2021-06-21 14:03:29 main:581] : INFO : Epoch 1544 | loss: 0.0312314 | val_loss: 0.03123 | Time: 1657.75 ms
[2021-06-21 14:03:31 main:581] : INFO : Epoch 1545 | loss: 0.0312292 | val_loss: 0.0312308 | Time: 2044.3 ms
[2021-06-21 14:03:32 main:581] : INFO : Epoch 1546 | loss: 0.0312294 | val_loss: 0.0312303 | Time: 1308.55 ms
[2021-06-21 14:03:34 main:581] : INFO : Epoch 1547 | loss: 0.031229 | val_loss: 0.0312276 | Time: 1684.45 ms
[2021-06-21 14:03:36 main:581] : INFO : Epoch 1548 | loss: 0.0312286 | val_loss: 0.0312276 | Time: 2041.84 ms
[2021-06-21 14:03:37 main:581] : INFO : Epoch 1549 | loss: 0.031231 | val_loss: 0.031229 | Time: 1283.55 ms
[2021-06-21 14:03:39 main:581] : INFO : Epoch 1550 | loss: 0.0312303 | val_loss: 0.0312285 | Time: 1678.94 ms
[2021-06-21 14:03:41 main:581] : INFO : Epoch 1551 | loss: 0.0312292 | val_loss: 0.0312278 | Time: 2076.44 ms
[2021-06-21 14:03:42 main:581] : INFO : Epoch 1552 | loss: 0.0312293 | val_loss: 0.0312299 | Time: 1301.61 ms
[2021-06-21 14:03:44 main:581] : INFO : Epoch 1553 | loss: 0.0312293 | val_loss: 0.031228 | Time: 1693.25 ms
[2021-06-21 14:03:46 main:581] : INFO : Epoch 1554 | loss: 0.0312292 | val_loss: 0.0312298 | Time: 2062.95 ms
[2021-06-21 14:03:47 main:581] : INFO : Epoch 1555 | loss: 0.0312301 | val_loss: 0.0312325 | Time: 1223.58 ms
[2021-06-21 14:03:49 main:581] : INFO : Epoch 1556 | loss: 0.0312333 | val_loss: 0.0312325 | Time: 1738.21 ms
[2021-06-21 14:03:51 main:581] : INFO : Epoch 1557 | loss: 0.0312312 | val_loss: 0.0312282 | Time: 2041.23 ms
[2021-06-21 14:03:52 main:581] : INFO : Epoch 1558 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 1225.27 ms
[2021-06-21 14:03:54 main:581] : INFO : Epoch 1559 | loss: 0.031232 | val_loss: 0.0312277 | Time: 1758.53 ms
[2021-06-21 14:03:56 main:581] : INFO : Epoch 1560 | loss: 0.0312291 | val_loss: 0.0312274 | Time: 2065.86 ms
[2021-06-21 14:03:57 main:581] : INFO : Epoch 1561 | loss: 0.0312298 | val_loss: 0.0312305 | Time: 1229.76 ms
[2021-06-21 14:03:59 main:581] : INFO : Epoch 1562 | loss: 0.0312359 | val_loss: 0.0312348 | Time: 1777.27 ms
[2021-06-21 14:04:01 main:581] : INFO : Epoch 1563 | loss: 0.0312331 | val_loss: 0.0312304 | Time: 2075.55 ms
[2021-06-21 14:04:02 main:581] : INFO : Epoch 1564 | loss: 0.0312293 | val_loss: 0.0312288 | Time: 1157.41 ms
[2021-06-21 14:04:04 main:581] : INFO : Epoch 1565 | loss: 0.0312311 | val_loss: 0.0312295 | Time: 1839.45 ms
[2021-06-21 14:04:06 main:581] : INFO : Epoch 1566 | loss: 0.0312297 | val_loss: 0.0312276 | Time: 2062.34 ms
[2021-06-21 14:04:07 main:581] : INFO : Epoch 1567 | loss: 0.0312304 | val_loss: 0.0312276 | Time: 1111.99 ms
[2021-06-21 14:04:09 main:581] : INFO : Epoch 1568 | loss: 0.0312294 | val_loss: 0.0312281 | Time: 1695.67 ms
[2021-06-21 14:04:11 main:581] : INFO : Epoch 1569 | loss: 0.0312284 | val_loss: 0.0312281 | Time: 2056.44 ms
[2021-06-21 14:04:12 main:581] : INFO : Epoch 1570 | loss: 0.0312305 | val_loss: 0.0312313 | Time: 1163.72 ms
[2021-06-21 14:04:14 main:581] : INFO : Epoch 1571 | loss: 0.0312301 | val_loss: 0.0312345 | Time: 1776.3 ms
[2021-06-21 14:04:16 main:581] : INFO : Epoch 1572 | loss: 0.0312339 | val_loss: 0.0312281 | Time: 2053.57 ms
[2021-06-21 14:04:17 main:581] : INFO : Epoch 1573 | loss: 0.0312294 | val_loss: 0.0312274 | Time: 1251.8 ms
[2021-06-21 14:04:19 main:581] : INFO : Epoch 1574 | loss: 0.0312294 | val_loss: 0.031228 | Time: 1735.58 ms
[2021-06-21 14:04:21 main:581] : INFO : Epoch 1575 | loss: 0.0312331 | val_loss: 0.0312334 | Time: 2057.08 ms
[2021-06-21 14:04:22 main:581] : INFO : Epoch 1576 | loss: 0.0312336 | val_loss: 0.0312344 | Time: 1173.49 ms
[2021-06-21 14:04:24 main:581] : INFO : Epoch 1577 | loss: 0.031231 | val_loss: 0.0312289 | Time: 1819.54 ms
[2021-06-21 14:04:26 main:581] : INFO : Epoch 1578 | loss: 0.0312291 | val_loss: 0.0312279 | Time: 2064.24 ms
[2021-06-21 14:04:27 main:581] : INFO : Epoch 1579 | loss: 0.0312295 | val_loss: 0.0312293 | Time: 1150.71 ms
[2021-06-21 14:04:29 main:581] : INFO : Epoch 1580 | loss: 0.0312317 | val_loss: 0.0312322 | Time: 1855.28 ms
[2021-06-21 14:04:31 main:581] : INFO : Epoch 1581 | loss: 0.0312302 | val_loss: 0.0312274 | Time: 2061.02 ms
[2021-06-21 14:04:32 main:581] : INFO : Epoch 1582 | loss: 0.0312284 | val_loss: 0.031227 | Time: 1136.92 ms
[2021-06-21 14:04:34 main:581] : INFO : Epoch 1583 | loss: 0.0312289 | val_loss: 0.0312273 | Time: 1845.07 ms
[2021-06-21 14:04:36 main:581] : INFO : Epoch 1584 | loss: 0.0312302 | val_loss: 0.0312323 | Time: 2058.19 ms
[2021-06-21 14:04:37 main:581] : INFO : Epoch 1585 | loss: 0.031231 | val_loss: 0.0312276 | Time: 1089.94 ms
[2021-06-21 14:04:39 main:581] : INFO : Epoch 1586 | loss: 0.0312287 | val_loss: 0.0312283 | Time: 1902.14 ms
[2021-06-21 14:04:41 main:581] : INFO : Epoch 1587 | loss: 0.03123 | val_loss: 0.0312301 | Time: 2065.13 ms
[2021-06-21 14:04:42 main:581] : INFO : Epoch 1588 | loss: 0.0312296 | val_loss: 0.0312275 | Time: 1057.34 ms
[2021-06-21 14:04:44 main:581] : INFO : Epoch 1589 | loss: 0.0312292 | val_loss: 0.0312282 | Time: 1925.29 ms
[2021-06-21 14:04:46 main:581] : INFO : Epoch 1590 | loss: 0.0312288 | val_loss: 0.0312281 | Time: 2068.65 ms
[2021-06-21 14:04:48 main:581] : INFO : Epoch 1591 | loss: 0.0312291 | val_loss: 0.0312321 | Time: 1033.96 ms
[2021-06-21 14:04:49 main:581] : INFO : Epoch 1592 | loss: 0.0312304 | val_loss: 0.0312287 | Time: 1970.37 ms
[2021-06-21 14:04:52 main:581] : INFO : Epoch 1593 | loss: 0.0312305 | val_loss: 0.0312283 | Time: 2061.96 ms
[2021-06-21 14:04:53 main:581] : INFO : Epoch 1594 | loss: 0.0312325 | val_loss: 0.0312381 | Time: 989.611 ms
[2021-06-21 14:04:54 main:581] : INFO : Epoch 1595 | loss: 0.0312309 | val_loss: 0.0312317 | Time: 1893.63 ms
[2021-06-21 14:04:56 main:581] : INFO : Epoch 1596 | loss: 0.0312328 | val_loss: 0.031228 | Time: 2057.37 ms
[2021-06-21 14:04:58 main:581] : INFO : Epoch 1597 | loss: 0.0312295 | val_loss: 0.0312278 | Time: 1041.79 ms
[2021-06-21 14:04:59 main:581] : INFO : Epoch 1598 | loss: 0.0312314 | val_loss: 0.031232 | Time: 1953.1 ms
[2021-06-21 14:05:02 main:581] : INFO : Epoch 1599 | loss: 0.0312309 | val_loss: 0.0312296 | Time: 2065.53 ms
[2021-06-21 14:05:03 main:581] : INFO : Epoch 1600 | loss: 0.0312319 | val_loss: 0.031231 | Time: 982.299 ms
[2021-06-21 14:05:05 main:581] : INFO : Epoch 1601 | loss: 0.0312343 | val_loss: 0.0312339 | Time: 2006.56 ms
[2021-06-21 14:05:07 main:581] : INFO : Epoch 1602 | loss: 0.031231 | val_loss: 0.0312303 | Time: 2073.9 ms
[2021-06-21 14:05:08 main:581] : INFO : Epoch 1603 | loss: 0.031231 | val_loss: 0.0312329 | Time: 971.701 ms
[2021-06-21 14:05:10 main:581] : INFO : Epoch 1604 | loss: 0.0312305 | val_loss: 0.0312289 | Time: 2016.7 ms
[2021-06-21 14:05:12 main:581] : INFO : Epoch 1605 | loss: 0.0312303 | val_loss: 0.0312286 | Time: 2029.34 ms
[2021-06-21 14:05:13 main:581] : INFO : Epoch 1606 | loss: 0.0312301 | val_loss: 0.0312305 | Time: 965.819 ms
[2021-06-21 14:05:15 main:581] : INFO : Epoch 1607 | loss: 0.0312327 | val_loss: 0.0312306 | Time: 2026.75 ms
[2021-06-21 14:05:17 main:581] : INFO : Epoch 1608 | loss: 0.0312299 | val_loss: 0.0312275 | Time: 2009.13 ms
[2021-06-21 14:05:18 main:581] : INFO : Epoch 1609 | loss: 0.03123 | val_loss: 0.0312296 | Time: 969.844 ms
[2021-06-21 14:05:20 main:581] : INFO : Epoch 1610 | loss: 0.031229 | val_loss: 0.0312289 | Time: 2066.82 ms
[2021-06-21 14:05:22 main:581] : INFO : Epoch 1611 | loss: 0.0312299 | val_loss: 0.0312288 | Time: 2030.58 ms
[2021-06-21 14:05:23 main:581] : INFO : Epoch 1612 | loss: 0.0312302 | val_loss: 0.031227 | Time: 980.305 ms
[2021-06-21 14:05:25 main:581] : INFO : Epoch 1613 | loss: 0.0312289 | val_loss: 0.0312275 | Time: 2065.61 ms
[2021-06-21 14:05:27 main:581] : INFO : Epoch 1614 | loss: 0.0312294 | val_loss: 0.031228 | Time: 1956.81 ms
[2021-06-21 14:05:28 main:581] : INFO : Epoch 1615 | loss: 0.0312323 | val_loss: 0.0312331 | Time: 1037.47 ms
[2021-06-21 14:05:30 main:581] : INFO : Epoch 1616 | loss: 0.0312297 | val_loss: 0.0312285 | Time: 2053.85 ms
[2021-06-21 14:05:32 main:581] : INFO : Epoch 1617 | loss: 0.0312319 | val_loss: 0.0312309 | Time: 1937.87 ms
[2021-06-21 14:05:33 main:581] : INFO : Epoch 1618 | loss: 0.0312301 | val_loss: 0.0312276 | Time: 1073.13 ms
[2021-06-21 14:05:35 main:581] : INFO : Epoch 1619 | loss: 0.0312315 | val_loss: 0.0312294 | Time: 2067.12 ms
[2021-06-21 14:05:37 main:581] : INFO : Epoch 1620 | loss: 0.0312302 | val_loss: 0.0312272 | Time: 1892.39 ms
[2021-06-21 14:05:38 main:581] : INFO : Epoch 1621 | loss: 0.0312318 | val_loss: 0.0312277 | Time: 1114.23 ms
[2021-06-21 14:05:40 main:581] : INFO : Epoch 1622 | loss: 0.0312299 | val_loss: 0.0312293 | Time: 2067.93 ms
[2021-06-21 14:05:42 main:581] : INFO : Epoch 1623 | loss: 0.0312308 | val_loss: 0.0312276 | Time: 1830.59 ms
[2021-06-21 14:05:43 main:581] : INFO : Epoch 1624 | loss: 0.0312318 | val_loss: 0.0312275 | Time: 1158.19 ms
[2021-06-21 14:05:45 main:581] : INFO : Epoch 1625 | loss: 0.0312302 | val_loss: 0.03123 | Time: 2060.77 ms
[2021-06-21 14:05:47 main:581] : INFO : Epoch 1626 | loss: 0.0312297 | val_loss: 0.031228 | Time: 1813.91 ms
[2021-06-21 14:05:48 main:581] : INFO : Epoch 1627 | loss: 0.0312298 | val_loss: 0.0312281 | Time: 1177.85 ms
[2021-06-21 14:05:50 main:581] : INFO : Epoch 1628 | loss: 0.0312286 | val_loss: 0.0312286 | Time: 2027.5 ms
[2021-06-21 14:05:52 main:581] : INFO : Epoch 1629 | loss: 0.0312291 | val_loss: 0.0312277 | Time: 1850.44 ms
[2021-06-21 14:05:53 main:581] : INFO : Epoch 1630 | loss: 0.031229 | val_loss: 0.0312275 | Time: 1157.97 ms
[2021-06-21 14:05:55 main:581] : INFO : Epoch 1631 | loss: 0.0312296 | val_loss: 0.0312284 | Time: 2067.89 ms
[2021-06-21 14:05:57 main:581] : INFO : Epoch 1632 | loss: 0.0312305 | val_loss: 0.0312283 | Time: 1750.35 ms
[2021-06-21 14:05:58 main:581] : INFO : Epoch 1633 | loss: 0.0312318 | val_loss: 0.0312294 | Time: 1192.08 ms
[2021-06-21 14:06:00 main:581] : INFO : Epoch 1634 | loss: 0.0312311 | val_loss: 0.0312323 | Time: 1857.25 ms
[2021-06-21 14:06:02 main:581] : INFO : Epoch 1635 | loss: 0.0312306 | val_loss: 0.0312281 | Time: 1865.5 ms
[2021-06-21 14:06:03 main:581] : INFO : Epoch 1636 | loss: 0.0312308 | val_loss: 0.031232 | Time: 1182.41 ms
[2021-06-21 14:06:05 main:581] : INFO : Epoch 1637 | loss: 0.0312319 | val_loss: 0.031231 | Time: 2059.82 ms
[2021-06-21 14:06:07 main:581] : INFO : Epoch 1638 | loss: 0.0312298 | val_loss: 0.0312271 | Time: 1839.76 ms
[2021-06-21 14:06:08 main:581] : INFO : Epoch 1639 | loss: 0.0312298 | val_loss: 0.0312271 | Time: 1180.92 ms
[2021-06-21 14:06:10 main:581] : INFO : Epoch 1640 | loss: 0.0312315 | val_loss: 0.0312378 | Time: 2070.06 ms
[2021-06-21 14:06:12 main:581] : INFO : Epoch 1641 | loss: 0.031231 | val_loss: 0.0312272 | Time: 1754.9 ms
[2021-06-21 14:06:13 main:581] : INFO : Epoch 1642 | loss: 0.0312317 | val_loss: 0.0312287 | Time: 1231.79 ms
[2021-06-21 14:06:15 main:581] : INFO : Epoch 1643 | loss: 0.0312329 | val_loss: 0.0312283 | Time: 2063.37 ms
[2021-06-21 14:06:17 main:581] : INFO : Epoch 1644 | loss: 0.0312323 | val_loss: 0.0312296 | Time: 1731.87 ms
[2021-06-21 14:06:18 main:581] : INFO : Epoch 1645 | loss: 0.0312321 | val_loss: 0.0312277 | Time: 1260.93 ms
[2021-06-21 14:06:20 main:581] : INFO : Epoch 1646 | loss: 0.0312285 | val_loss: 0.0312273 | Time: 2001.34 ms
[2021-06-21 14:06:22 main:581] : INFO : Epoch 1647 | loss: 0.0312291 | val_loss: 0.031228 | Time: 1738.41 ms
[2021-06-21 14:06:23 main:581] : INFO : Epoch 1648 | loss: 0.0312313 | val_loss: 0.0312302 | Time: 1256.39 ms
[2021-06-21 14:06:25 main:581] : INFO : Epoch 1649 | loss: 0.0312302 | val_loss: 0.031228 | Time: 2061.33 ms
[2021-06-21 14:06:27 main:581] : INFO : Epoch 1650 | loss: 0.0312288 | val_loss: 0.031232 | Time: 1706.08 ms
[2021-06-21 14:06:28 main:581] : INFO : Epoch 1651 | loss: 0.0312295 | val_loss: 0.0312295 | Time: 1291.16 ms
[2021-06-21 14:06:30 main:581] : INFO : Epoch 1652 | loss: 0.0312306 | val_loss: 0.0312292 | Time: 2068.4 ms
[2021-06-21 14:06:32 main:581] : INFO : Epoch 1653 | loss: 0.0312295 | val_loss: 0.0312287 | Time: 1666.3 ms
[2021-06-21 14:06:33 main:581] : INFO : Epoch 1654 | loss: 0.0312297 | val_loss: 0.0312294 | Time: 1326.07 ms
[2021-06-21 14:06:35 main:581] : INFO : Epoch 1655 | loss: 0.0312297 | val_loss: 0.0312288 | Time: 2066.51 ms
[2021-06-21 14:06:37 main:581] : INFO : Epoch 1656 | loss: 0.0312302 | val_loss: 0.0312307 | Time: 1663.96 ms
[2021-06-21 14:06:38 main:581] : INFO : Epoch 1657 | loss: 0.0312332 | val_loss: 0.0312283 | Time: 1339.67 ms
[2021-06-21 14:06:40 main:581] : INFO : Epoch 1658 | loss: 0.0312301 | val_loss: 0.0312286 | Time: 2059.5 ms
[2021-06-21 14:06:42 main:581] : INFO : Epoch 1659 | loss: 0.0312303 | val_loss: 0.0312295 | Time: 1643.75 ms
[2021-06-21 14:06:43 main:581] : INFO : Epoch 1660 | loss: 0.0312326 | val_loss: 0.0312313 | Time: 1379.92 ms
[2021-06-21 14:06:45 main:581] : INFO : Epoch 1661 | loss: 0.0312309 | val_loss: 0.0312298 | Time: 2065.1 ms
[2021-06-21 14:06:47 main:581] : INFO : Epoch 1662 | loss: 0.0312315 | val_loss: 0.0312281 | Time: 1564.37 ms
[2021-06-21 14:06:48 main:581] : INFO : Epoch 1663 | loss: 0.0312303 | val_loss: 0.0312356 | Time: 1413.35 ms
[2021-06-21 14:06:51 main:581] : INFO : Epoch 1664 | loss: 0.0312321 | val_loss: 0.0312308 | Time: 2060.94 ms
[2021-06-21 14:06:52 main:581] : INFO : Epoch 1665 | loss: 0.0312311 | val_loss: 0.0312337 | Time: 1523.14 ms
[2021-06-21 14:06:54 main:581] : INFO : Epoch 1666 | loss: 0.0312314 | val_loss: 0.031229 | Time: 1448.56 ms
[2021-06-21 14:06:56 main:581] : INFO : Epoch 1667 | loss: 0.0312323 | val_loss: 0.0312312 | Time: 2037.02 ms
[2021-06-21 14:06:57 main:581] : INFO : Epoch 1668 | loss: 0.0312313 | val_loss: 0.0312282 | Time: 1562.15 ms
[2021-06-21 14:06:58 main:581] : INFO : Epoch 1669 | loss: 0.0312291 | val_loss: 0.0312282 | Time: 1267.26 ms
[2021-06-21 14:07:00 main:581] : INFO : Epoch 1670 | loss: 0.0312296 | val_loss: 0.0312311 | Time: 1953.72 ms
[2021-06-21 14:07:02 main:581] : INFO : Epoch 1671 | loss: 0.0312302 | val_loss: 0.0312291 | Time: 1679.07 ms
[2021-06-21 14:07:03 main:581] : INFO : Epoch 1672 | loss: 0.0312289 | val_loss: 0.0312273 | Time: 1339.96 ms
[2021-06-21 14:07:05 main:581] : INFO : Epoch 1673 | loss: 0.0312296 | val_loss: 0.0312282 | Time: 2070.65 ms
[2021-06-21 14:07:07 main:581] : INFO : Epoch 1674 | loss: 0.031229 | val_loss: 0.0312282 | Time: 1602.4 ms
[2021-06-21 14:07:08 main:581] : INFO : Epoch 1675 | loss: 0.0312293 | val_loss: 0.0312272 | Time: 1381.93 ms
[2021-06-21 14:07:10 main:581] : INFO : Epoch 1676 | loss: 0.0312294 | val_loss: 0.0312289 | Time: 2041.47 ms
[2021-06-21 14:07:12 main:581] : INFO : Epoch 1677 | loss: 0.0312293 | val_loss: 0.0312336 | Time: 1624.6 ms
[2021-06-21 14:07:14 main:581] : INFO : Epoch 1678 | loss: 0.0312311 | val_loss: 0.0312278 | Time: 1442.32 ms
[2021-06-21 14:07:16 main:581] : INFO : Epoch 1679 | loss: 0.0312286 | val_loss: 0.0312271 | Time: 2064.98 ms
[2021-06-21 14:07:17 main:581] : INFO : Epoch 1680 | loss: 0.0312306 | val_loss: 0.0312402 | Time: 1556.16 ms
[2021-06-21 14:07:19 main:581] : INFO : Epoch 1681 | loss: 0.0312309 | val_loss: 0.0312318 | Time: 1444 ms
[2021-06-21 14:07:21 main:581] : INFO : Epoch 1682 | loss: 0.0312319 | val_loss: 0.0312325 | Time: 2075.49 ms
[2021-06-21 14:07:22 main:581] : INFO : Epoch 1683 | loss: 0.0312314 | val_loss: 0.0312308 | Time: 1472.9 ms
[2021-06-21 14:07:24 main:581] : INFO : Epoch 1684 | loss: 0.0312304 | val_loss: 0.0312281 | Time: 1511.16 ms
[2021-06-21 14:07:26 main:581] : INFO : Epoch 1685 | loss: 0.0312293 | val_loss: 0.0312269 | Time: 2069.32 ms
[2021-06-21 14:07:27 main:581] : INFO : Epoch 1686 | loss: 0.0312286 | val_loss: 0.0312277 | Time: 1449.88 ms
[2021-06-21 14:07:29 main:581] : INFO : Epoch 1687 | loss: 0.0312287 | val_loss: 0.0312274 | Time: 1525.83 ms
[2021-06-21 14:07:31 main:581] : INFO : Epoch 1688 | loss: 0.0312302 | val_loss: 0.0312302 | Time: 2048 ms
[2021-06-21 14:07:32 main:581] : INFO : Epoch 1689 | loss: 0.0312313 | val_loss: 0.0312317 | Time: 1425.58 ms
[2021-06-21 14:07:34 main:581] : INFO : Epoch 1690 | loss: 0.0312332 | val_loss: 0.031231 | Time: 1552.13 ms
[2021-06-21 14:07:36 main:581] : INFO : Epoch 1691 | loss: 0.0312286 | val_loss: 0.0312357 | Time: 2060.93 ms
[2021-06-21 14:07:37 main:581] : INFO : Epoch 1692 | loss: 0.0312309 | val_loss: 0.0312317 | Time: 1404.43 ms
[2021-06-21 14:07:39 main:581] : INFO : Epoch 1693 | loss: 0.0312305 | val_loss: 0.0312278 | Time: 1591.99 ms
[2021-06-21 14:07:41 main:581] : INFO : Epoch 1694 | loss: 0.0312287 | val_loss: 0.0312276 | Time: 2061.11 ms
[2021-06-21 14:07:42 main:581] : INFO : Epoch 1695 | loss: 0.0312306 | val_loss: 0.0312338 | Time: 1360.22 ms
[2021-06-21 14:07:44 main:581] : INFO : Epoch 1696 | loss: 0.0312328 | val_loss: 0.0312288 | Time: 1660.81 ms
[2021-06-21 14:07:46 main:581] : INFO : Epoch 1697 | loss: 0.0312342 | val_loss: 0.0312645 | Time: 2058.27 ms
[2021-06-21 14:07:47 main:581] : INFO : Epoch 1698 | loss: 0.0346485 | val_loss: 0.0318393 | Time: 1361.6 ms
[2021-06-21 14:07:49 main:581] : INFO : Epoch 1699 | loss: 0.0438767 | val_loss: 0.0322103 | Time: 1671.32 ms
[2021-06-21 14:07:51 main:581] : INFO : Epoch 1700 | loss: 0.032625 | val_loss: 0.0319547 | Time: 2057.11 ms
[2021-06-21 14:07:52 main:581] : INFO : Epoch 1701 | loss: 0.0315294 | val_loss: 0.0313536 | Time: 1270.77 ms
[2021-06-21 14:07:54 main:581] : INFO : Epoch 1702 | loss: 0.0312996 | val_loss: 0.031261 | Time: 1702.28 ms
[2021-06-21 14:07:56 main:581] : INFO : Epoch 1703 | loss: 0.031262 | val_loss: 0.031255 | Time: 2077.74 ms
[2021-06-21 14:07:57 main:581] : INFO : Epoch 1704 | loss: 0.0312513 | val_loss: 0.0312488 | Time: 1276.89 ms
[2021-06-21 14:07:59 main:581] : INFO : Epoch 1705 | loss: 0.031249 | val_loss: 0.0312475 | Time: 1723.6 ms
[2021-06-21 14:08:01 main:581] : INFO : Epoch 1706 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 2051.02 ms
[2021-06-21 14:08:02 main:581] : INFO : Epoch 1707 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 1238.82 ms
[2021-06-21 14:08:04 main:581] : INFO : Epoch 1708 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 1725.15 ms
[2021-06-21 14:08:06 main:581] : INFO : Epoch 1709 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 2059.32 ms
[2021-06-21 14:08:07 main:581] : INFO : Epoch 1710 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 1240 ms
[2021-06-21 14:08:09 main:581] : INFO : Epoch 1711 | loss: 0.0312447 | val_loss: 0.0312433 | Time: 1785.66 ms
[2021-06-21 14:08:11 main:581] : INFO : Epoch 1712 | loss: 0.0312441 | val_loss: 0.0312422 | Time: 2068.27 ms
[2021-06-21 14:08:12 main:581] : INFO : Epoch 1713 | loss: 0.0312431 | val_loss: 0.0312424 | Time: 1158.72 ms
[2021-06-21 14:08:14 main:581] : INFO : Epoch 1714 | loss: 0.0312426 | val_loss: 0.0312414 | Time: 1807.66 ms
[2021-06-21 14:08:16 main:581] : INFO : Epoch 1715 | loss: 0.0312424 | val_loss: 0.0312412 | Time: 2062.77 ms
[2021-06-21 14:08:17 main:581] : INFO : Epoch 1716 | loss: 0.031242 | val_loss: 0.0312407 | Time: 1184.53 ms
[2021-06-21 14:08:19 main:581] : INFO : Epoch 1717 | loss: 0.0312418 | val_loss: 0.0312406 | Time: 1829.3 ms
[2021-06-21 14:08:21 main:581] : INFO : Epoch 1718 | loss: 0.0312408 | val_loss: 0.031239 | Time: 2071.45 ms
[2021-06-21 14:08:22 main:581] : INFO : Epoch 1719 | loss: 0.0312404 | val_loss: 0.0312411 | Time: 1116.5 ms
[2021-06-21 14:08:24 main:581] : INFO : Epoch 1720 | loss: 0.0312401 | val_loss: 0.0312384 | Time: 1852.19 ms
[2021-06-21 14:08:26 main:581] : INFO : Epoch 1721 | loss: 0.0312393 | val_loss: 0.0312376 | Time: 2017.57 ms
[2021-06-21 14:08:27 main:581] : INFO : Epoch 1722 | loss: 0.0312384 | val_loss: 0.031237 | Time: 1106.89 ms
[2021-06-21 14:08:29 main:581] : INFO : Epoch 1723 | loss: 0.0312381 | val_loss: 0.0312371 | Time: 1894.37 ms
[2021-06-21 14:08:31 main:581] : INFO : Epoch 1724 | loss: 0.0312378 | val_loss: 0.0312367 | Time: 2061.7 ms
[2021-06-21 14:08:32 main:581] : INFO : Epoch 1725 | loss: 0.0312376 | val_loss: 0.0312356 | Time: 1091.15 ms
[2021-06-21 14:08:34 main:581] : INFO : Epoch 1726 | loss: 0.031237 | val_loss: 0.0312354 | Time: 1560.75 ms
[2021-06-21 14:08:36 main:581] : INFO : Epoch 1727 | loss: 0.0312376 | val_loss: 0.0312358 | Time: 2053.79 ms
[2021-06-21 14:08:37 main:581] : INFO : Epoch 1728 | loss: 0.031236 | val_loss: 0.0312341 | Time: 1227.26 ms
[2021-06-21 14:08:39 main:581] : INFO : Epoch 1729 | loss: 0.0312355 | val_loss: 0.0312334 | Time: 1778.63 ms
[2021-06-21 14:08:41 main:581] : INFO : Epoch 1730 | loss: 0.0312362 | val_loss: 0.0312334 | Time: 2071.9 ms
[2021-06-21 14:08:42 main:581] : INFO : Epoch 1731 | loss: 0.0312357 | val_loss: 0.0312335 | Time: 1221.49 ms
[2021-06-21 14:08:44 main:581] : INFO : Epoch 1732 | loss: 0.0312346 | val_loss: 0.0312319 | Time: 1778.91 ms
[2021-06-21 14:08:46 main:581] : INFO : Epoch 1733 | loss: 0.0312335 | val_loss: 0.0312317 | Time: 2066.27 ms
[2021-06-21 14:08:47 main:581] : INFO : Epoch 1734 | loss: 0.0312332 | val_loss: 0.0312313 | Time: 1161.64 ms
[2021-06-21 14:08:49 main:581] : INFO : Epoch 1735 | loss: 0.0312338 | val_loss: 0.0312327 | Time: 1836.97 ms
[2021-06-21 14:08:51 main:581] : INFO : Epoch 1736 | loss: 0.031233 | val_loss: 0.0312305 | Time: 2043.05 ms
[2021-06-21 14:08:52 main:581] : INFO : Epoch 1737 | loss: 0.0312322 | val_loss: 0.0312309 | Time: 1149.96 ms
[2021-06-21 14:08:54 main:581] : INFO : Epoch 1738 | loss: 0.031232 | val_loss: 0.0312327 | Time: 1866.03 ms
[2021-06-21 14:08:56 main:581] : INFO : Epoch 1739 | loss: 0.0312316 | val_loss: 0.0312294 | Time: 2068.47 ms
[2021-06-21 14:08:58 main:581] : INFO : Epoch 1740 | loss: 0.0312312 | val_loss: 0.0312308 | Time: 1165.28 ms
[2021-06-21 14:08:59 main:581] : INFO : Epoch 1741 | loss: 0.0312329 | val_loss: 0.0312293 | Time: 1841.83 ms
[2021-06-21 14:09:01 main:581] : INFO : Epoch 1742 | loss: 0.0312338 | val_loss: 0.0312326 | Time: 2063.29 ms
[2021-06-21 14:09:03 main:581] : INFO : Epoch 1743 | loss: 0.0312348 | val_loss: 0.0312388 | Time: 1075.28 ms
[2021-06-21 14:09:04 main:581] : INFO : Epoch 1744 | loss: 0.0312348 | val_loss: 0.0312335 | Time: 1927.23 ms
[2021-06-21 14:09:07 main:581] : INFO : Epoch 1745 | loss: 0.031233 | val_loss: 0.0312285 | Time: 2051.66 ms
[2021-06-21 14:09:08 main:581] : INFO : Epoch 1746 | loss: 0.031231 | val_loss: 0.031229 | Time: 1030.69 ms
[2021-06-21 14:09:10 main:581] : INFO : Epoch 1747 | loss: 0.0312306 | val_loss: 0.0312286 | Time: 1981.99 ms
[2021-06-21 14:09:12 main:581] : INFO : Epoch 1748 | loss: 0.0312308 | val_loss: 0.0312304 | Time: 2064.31 ms
[2021-06-21 14:09:13 main:581] : INFO : Epoch 1749 | loss: 0.0312307 | val_loss: 0.0312286 | Time: 997.36 ms
[2021-06-21 14:09:15 main:581] : INFO : Epoch 1750 | loss: 0.0312302 | val_loss: 0.0312284 | Time: 1926.04 ms
[2021-06-21 14:09:17 main:581] : INFO : Epoch 1751 | loss: 0.0312301 | val_loss: 0.0312283 | Time: 2059.72 ms
[2021-06-21 14:09:18 main:581] : INFO : Epoch 1752 | loss: 0.0312303 | val_loss: 0.0312276 | Time: 1030.54 ms
[2021-06-21 14:09:20 main:581] : INFO : Epoch 1753 | loss: 0.0312315 | val_loss: 0.0312351 | Time: 1952.63 ms
[2021-06-21 14:09:22 main:581] : INFO : Epoch 1754 | loss: 0.0312315 | val_loss: 0.0312284 | Time: 2040.79 ms
[2021-06-21 14:09:23 main:581] : INFO : Epoch 1755 | loss: 0.0312303 | val_loss: 0.0312291 | Time: 967.088 ms
[2021-06-21 14:09:25 main:581] : INFO : Epoch 1756 | loss: 0.0312303 | val_loss: 0.0312278 | Time: 2006.64 ms
[2021-06-21 14:09:27 main:581] : INFO : Epoch 1757 | loss: 0.0312298 | val_loss: 0.0312296 | Time: 2055.59 ms
[2021-06-21 14:09:28 main:581] : INFO : Epoch 1758 | loss: 0.031232 | val_loss: 0.0312321 | Time: 968.187 ms
[2021-06-21 14:09:30 main:581] : INFO : Epoch 1759 | loss: 0.0312322 | val_loss: 0.0312302 | Time: 2031.22 ms
[2021-06-21 14:09:32 main:581] : INFO : Epoch 1760 | loss: 0.0312322 | val_loss: 0.0312299 | Time: 2045 ms
[2021-06-21 14:09:33 main:581] : INFO : Epoch 1761 | loss: 0.0312293 | val_loss: 0.0312279 | Time: 970.594 ms
[2021-06-21 14:09:35 main:581] : INFO : Epoch 1762 | loss: 0.0312299 | val_loss: 0.0312293 | Time: 2047.38 ms
[2021-06-21 14:09:37 main:581] : INFO : Epoch 1763 | loss: 0.0312311 | val_loss: 0.0312304 | Time: 1993.5 ms
[2021-06-21 14:09:38 main:581] : INFO : Epoch 1764 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 997.299 ms
[2021-06-21 14:09:40 main:581] : INFO : Epoch 1765 | loss: 0.0312312 | val_loss: 0.0312281 | Time: 2060.78 ms
[2021-06-21 14:09:42 main:581] : INFO : Epoch 1766 | loss: 0.0312317 | val_loss: 0.0312287 | Time: 1966.29 ms
[2021-06-21 14:09:43 main:581] : INFO : Epoch 1767 | loss: 0.0312339 | val_loss: 0.0312279 | Time: 1037.01 ms
[2021-06-21 14:09:45 main:581] : INFO : Epoch 1768 | loss: 0.0312318 | val_loss: 0.031229 | Time: 2071.42 ms
[2021-06-21 14:09:47 main:581] : INFO : Epoch 1769 | loss: 0.0312312 | val_loss: 0.0312274 | Time: 1928.33 ms
[2021-06-21 14:09:48 main:581] : INFO : Epoch 1770 | loss: 0.0312311 | val_loss: 0.0312315 | Time: 1081.43 ms
[2021-06-21 14:09:50 main:581] : INFO : Epoch 1771 | loss: 0.0312313 | val_loss: 0.0312276 | Time: 2053.96 ms
[2021-06-21 14:09:52 main:581] : INFO : Epoch 1772 | loss: 0.0312291 | val_loss: 0.0312278 | Time: 1873.45 ms
[2021-06-21 14:09:53 main:581] : INFO : Epoch 1773 | loss: 0.0312307 | val_loss: 0.031229 | Time: 1116.27 ms
[2021-06-21 14:09:55 main:581] : INFO : Epoch 1774 | loss: 0.0312302 | val_loss: 0.0312289 | Time: 2060.91 ms
[2021-06-21 14:09:57 main:581] : INFO : Epoch 1775 | loss: 0.0312309 | val_loss: 0.0312291 | Time: 1893.78 ms
[2021-06-21 14:09:58 main:581] : INFO : Epoch 1776 | loss: 0.0312298 | val_loss: 0.0312282 | Time: 1102.42 ms
[2021-06-21 14:10:00 main:581] : INFO : Epoch 1777 | loss: 0.0312301 | val_loss: 0.0312271 | Time: 2063.52 ms
[2021-06-21 14:10:02 main:581] : INFO : Epoch 1778 | loss: 0.0312294 | val_loss: 0.0312281 | Time: 1845.52 ms
[2021-06-21 14:10:03 main:581] : INFO : Epoch 1779 | loss: 0.0312293 | val_loss: 0.0312298 | Time: 1166.36 ms
[2021-06-21 14:10:05 main:581] : INFO : Epoch 1780 | loss: 0.0312294 | val_loss: 0.0312276 | Time: 2075.69 ms
[2021-06-21 14:10:07 main:581] : INFO : Epoch 1781 | loss: 0.0312298 | val_loss: 0.0312341 | Time: 1807.09 ms
[2021-06-21 14:10:08 main:581] : INFO : Epoch 1782 | loss: 0.0312314 | val_loss: 0.0312328 | Time: 1191.38 ms
[2021-06-21 14:10:10 main:581] : INFO : Epoch 1783 | loss: 0.0312321 | val_loss: 0.031235 | Time: 2054.11 ms
[2021-06-21 14:10:12 main:581] : INFO : Epoch 1784 | loss: 0.0312298 | val_loss: 0.0312283 | Time: 1754.19 ms
[2021-06-21 14:10:13 main:581] : INFO : Epoch 1785 | loss: 0.0312295 | val_loss: 0.0312307 | Time: 1229.96 ms
[2021-06-21 14:10:15 main:581] : INFO : Epoch 1786 | loss: 0.0312348 | val_loss: 0.0312336 | Time: 2065.94 ms
[2021-06-21 14:10:17 main:581] : INFO : Epoch 1787 | loss: 0.0312302 | val_loss: 0.0312275 | Time: 1755.29 ms
[2021-06-21 14:10:18 main:581] : INFO : Epoch 1788 | loss: 0.0312288 | val_loss: 0.0312277 | Time: 1235.62 ms
[2021-06-21 14:10:20 main:581] : INFO : Epoch 1789 | loss: 0.0312293 | val_loss: 0.0312279 | Time: 2044.99 ms
[2021-06-21 14:10:22 main:581] : INFO : Epoch 1790 | loss: 0.0312312 | val_loss: 0.0312274 | Time: 1704.04 ms
[2021-06-21 14:10:23 main:581] : INFO : Epoch 1791 | loss: 0.0312292 | val_loss: 0.0312327 | Time: 1268.65 ms
[2021-06-21 14:10:25 main:581] : INFO : Epoch 1792 | loss: 0.0312307 | val_loss: 0.0312299 | Time: 2073.67 ms
[2021-06-21 14:10:27 main:581] : INFO : Epoch 1793 | loss: 0.0312296 | val_loss: 0.031228 | Time: 1685.58 ms
[2021-06-21 14:10:28 main:581] : INFO : Epoch 1794 | loss: 0.0312293 | val_loss: 0.0312272 | Time: 1261.57 ms
[2021-06-21 14:10:30 main:581] : INFO : Epoch 1795 | loss: 0.0312306 | val_loss: 0.0312289 | Time: 2055.6 ms
[2021-06-21 14:10:32 main:581] : INFO : Epoch 1796 | loss: 0.031231 | val_loss: 0.0312296 | Time: 1719.04 ms
[2021-06-21 14:10:33 main:581] : INFO : Epoch 1797 | loss: 0.0312316 | val_loss: 0.0312323 | Time: 1303.86 ms
[2021-06-21 14:10:35 main:581] : INFO : Epoch 1798 | loss: 0.0312329 | val_loss: 0.0312341 | Time: 2066.93 ms
[2021-06-21 14:10:37 main:581] : INFO : Epoch 1799 | loss: 0.0312336 | val_loss: 0.0312271 | Time: 1660.95 ms
[2021-06-21 14:10:38 main:581] : INFO : Epoch 1800 | loss: 0.0312297 | val_loss: 0.0312279 | Time: 1331.61 ms
[2021-06-21 14:10:40 main:581] : INFO : Epoch 1801 | loss: 0.0312289 | val_loss: 0.0312271 | Time: 2049.6 ms
[2021-06-21 14:10:42 main:581] : INFO : Epoch 1802 | loss: 0.0312301 | val_loss: 0.0312325 | Time: 1619.12 ms
[2021-06-21 14:10:43 main:581] : INFO : Epoch 1803 | loss: 0.0312322 | val_loss: 0.0312296 | Time: 1365.62 ms
[2021-06-21 14:10:45 main:581] : INFO : Epoch 1804 | loss: 0.0312306 | val_loss: 0.0312274 | Time: 2058.01 ms
[2021-06-21 14:10:47 main:581] : INFO : Epoch 1805 | loss: 0.0312294 | val_loss: 0.03123 | Time: 1607.13 ms
[2021-06-21 14:10:48 main:581] : INFO : Epoch 1806 | loss: 0.0312313 | val_loss: 0.0312403 | Time: 1380 ms
[2021-06-21 14:10:50 main:581] : INFO : Epoch 1807 | loss: 0.0312314 | val_loss: 0.031231 | Time: 2047.18 ms
[2021-06-21 14:10:52 main:581] : INFO : Epoch 1808 | loss: 0.0312289 | val_loss: 0.0312301 | Time: 1580.27 ms
[2021-06-21 14:10:54 main:581] : INFO : Epoch 1809 | loss: 0.0312303 | val_loss: 0.031227 | Time: 1460.42 ms
[2021-06-21 14:10:56 main:581] : INFO : Epoch 1810 | loss: 0.0312343 | val_loss: 0.0312307 | Time: 2063.97 ms
[2021-06-21 14:10:57 main:581] : INFO : Epoch 1811 | loss: 0.0312301 | val_loss: 0.0312271 | Time: 1545.94 ms
[2021-06-21 14:10:58 main:581] : INFO : Epoch 1812 | loss: 0.0312289 | val_loss: 0.0312278 | Time: 1188.77 ms
[2021-06-21 14:11:00 main:581] : INFO : Epoch 1813 | loss: 0.031231 | val_loss: 0.0312272 | Time: 1909.3 ms
[2021-06-21 14:11:02 main:581] : INFO : Epoch 1814 | loss: 0.0312306 | val_loss: 0.0312284 | Time: 1749.06 ms
[2021-06-21 14:11:03 main:581] : INFO : Epoch 1815 | loss: 0.0312319 | val_loss: 0.0312295 | Time: 1253.85 ms
[2021-06-21 14:11:05 main:581] : INFO : Epoch 1816 | loss: 0.0312314 | val_loss: 0.0312299 | Time: 2046.52 ms
[2021-06-21 14:11:07 main:581] : INFO : Epoch 1817 | loss: 0.0312295 | val_loss: 0.0312284 | Time: 1677.36 ms
[2021-06-21 14:11:08 main:581] : INFO : Epoch 1818 | loss: 0.0312292 | val_loss: 0.0312286 | Time: 1283.13 ms
[2021-06-21 14:11:10 main:581] : INFO : Epoch 1819 | loss: 0.031229 | val_loss: 0.0312272 | Time: 2058.34 ms
[2021-06-21 14:11:12 main:581] : INFO : Epoch 1820 | loss: 0.0312313 | val_loss: 0.0312283 | Time: 1697.82 ms
[2021-06-21 14:11:13 main:581] : INFO : Epoch 1821 | loss: 0.0312337 | val_loss: 0.0312285 | Time: 1303.09 ms
[2021-06-21 14:11:15 main:581] : INFO : Epoch 1822 | loss: 0.0312328 | val_loss: 0.0312305 | Time: 2059.17 ms
[2021-06-21 14:11:17 main:581] : INFO : Epoch 1823 | loss: 0.0312301 | val_loss: 0.0312289 | Time: 1645.46 ms
[2021-06-21 14:11:18 main:581] : INFO : Epoch 1824 | loss: 0.0312305 | val_loss: 0.0312325 | Time: 1413.95 ms
[2021-06-21 14:11:20 main:581] : INFO : Epoch 1825 | loss: 0.0312321 | val_loss: 0.0312281 | Time: 2061.6 ms
[2021-06-21 14:11:22 main:581] : INFO : Epoch 1826 | loss: 0.0312293 | val_loss: 0.0312325 | Time: 1552.15 ms
[2021-06-21 14:11:23 main:581] : INFO : Epoch 1827 | loss: 0.0312322 | val_loss: 0.0312279 | Time: 1454.19 ms
[2021-06-21 14:11:26 main:581] : INFO : Epoch 1828 | loss: 0.0312292 | val_loss: 0.0312294 | Time: 2060.91 ms
[2021-06-21 14:11:27 main:581] : INFO : Epoch 1829 | loss: 0.0312293 | val_loss: 0.0312273 | Time: 1550.84 ms
[2021-06-21 14:11:29 main:581] : INFO : Epoch 1830 | loss: 0.0312288 | val_loss: 0.0312273 | Time: 1468.24 ms
[2021-06-21 14:11:31 main:581] : INFO : Epoch 1831 | loss: 0.0312318 | val_loss: 0.0312472 | Time: 2065.53 ms
[2021-06-21 14:11:32 main:581] : INFO : Epoch 1832 | loss: 0.0312355 | val_loss: 0.0312289 | Time: 1482.54 ms
[2021-06-21 14:11:33 main:581] : INFO : Epoch 1833 | loss: 0.0312304 | val_loss: 0.0312299 | Time: 1188.57 ms
[2021-06-21 14:11:35 main:581] : INFO : Epoch 1834 | loss: 0.0312298 | val_loss: 0.0312283 | Time: 2006.32 ms
[2021-06-21 14:11:37 main:581] : INFO : Epoch 1835 | loss: 0.0312301 | val_loss: 0.0312299 | Time: 1652.76 ms
[2021-06-21 14:11:38 main:581] : INFO : Epoch 1836 | loss: 0.0312297 | val_loss: 0.0312305 | Time: 1342.95 ms
[2021-06-21 14:11:40 main:581] : INFO : Epoch 1837 | loss: 0.03123 | val_loss: 0.0312284 | Time: 2063.17 ms
[2021-06-21 14:11:42 main:581] : INFO : Epoch 1838 | loss: 0.0312292 | val_loss: 0.031229 | Time: 1642.87 ms
[2021-06-21 14:11:43 main:581] : INFO : Epoch 1839 | loss: 0.0312313 | val_loss: 0.0312311 | Time: 1443.9 ms
[2021-06-21 14:11:46 main:581] : INFO : Epoch 1840 | loss: 0.0312298 | val_loss: 0.0312294 | Time: 2064.43 ms
[2021-06-21 14:11:47 main:581] : INFO : Epoch 1841 | loss: 0.0312292 | val_loss: 0.0312286 | Time: 1529.98 ms
[2021-06-21 14:11:49 main:581] : INFO : Epoch 1842 | loss: 0.0312294 | val_loss: 0.0312274 | Time: 1448.33 ms
[2021-06-21 14:11:51 main:581] : INFO : Epoch 1843 | loss: 0.0312301 | val_loss: 0.0312292 | Time: 2063.05 ms
[2021-06-21 14:11:52 main:581] : INFO : Epoch 1844 | loss: 0.0312367 | val_loss: 0.0312449 | Time: 1549.56 ms
[2021-06-21 14:11:54 main:581] : INFO : Epoch 1845 | loss: 0.0312324 | val_loss: 0.0312278 | Time: 1470.4 ms
[2021-06-21 14:11:56 main:581] : INFO : Epoch 1846 | loss: 0.0312291 | val_loss: 0.0312291 | Time: 2065.29 ms
[2021-06-21 14:11:57 main:581] : INFO : Epoch 1847 | loss: 0.0312301 | val_loss: 0.0312325 | Time: 1473.76 ms
[2021-06-21 14:11:59 main:581] : INFO : Epoch 1848 | loss: 0.0312328 | val_loss: 0.031227 | Time: 1528.11 ms
[2021-06-21 14:12:01 main:581] : INFO : Epoch 1849 | loss: 0.0312298 | val_loss: 0.0312296 | Time: 2063.12 ms
[2021-06-21 14:12:02 main:581] : INFO : Epoch 1850 | loss: 0.0312303 | val_loss: 0.0312272 | Time: 1452.97 ms
[2021-06-21 14:12:04 main:581] : INFO : Epoch 1851 | loss: 0.0312289 | val_loss: 0.0312288 | Time: 1608.7 ms
[2021-06-21 14:12:06 main:581] : INFO : Epoch 1852 | loss: 0.0312294 | val_loss: 0.0312278 | Time: 2058.87 ms
[2021-06-21 14:12:07 main:581] : INFO : Epoch 1853 | loss: 0.03123 | val_loss: 0.0312302 | Time: 1399.71 ms
[2021-06-21 14:12:09 main:581] : INFO : Epoch 1854 | loss: 0.0312301 | val_loss: 0.0312271 | Time: 1611.29 ms
[2021-06-21 14:12:11 main:581] : INFO : Epoch 1855 | loss: 0.0312302 | val_loss: 0.0312295 | Time: 2017.53 ms
[2021-06-21 14:12:12 main:581] : INFO : Epoch 1856 | loss: 0.0312295 | val_loss: 0.0312269 | Time: 1356.92 ms
[2021-06-21 14:12:14 main:581] : INFO : Epoch 1857 | loss: 0.0312294 | val_loss: 0.03123 | Time: 1584.09 ms
[2021-06-21 14:12:16 main:581] : INFO : Epoch 1858 | loss: 0.0312296 | val_loss: 0.0312288 | Time: 2062.61 ms
[2021-06-21 14:12:17 main:581] : INFO : Epoch 1859 | loss: 0.0312301 | val_loss: 0.0312282 | Time: 1402.11 ms
[2021-06-21 14:12:19 main:581] : INFO : Epoch 1860 | loss: 0.0312353 | val_loss: 0.0312311 | Time: 1594.04 ms
[2021-06-21 14:12:21 main:581] : INFO : Epoch 1861 | loss: 0.0312308 | val_loss: 0.0312284 | Time: 2071.99 ms
[2021-06-21 14:12:22 main:581] : INFO : Epoch 1862 | loss: 0.03123 | val_loss: 0.0312276 | Time: 1337.63 ms
[2021-06-21 14:12:24 main:581] : INFO : Epoch 1863 | loss: 0.0312293 | val_loss: 0.0312287 | Time: 1446.9 ms
[2021-06-21 14:12:26 main:581] : INFO : Epoch 1864 | loss: 0.0312287 | val_loss: 0.0312278 | Time: 2058.73 ms
[2021-06-21 14:12:27 main:581] : INFO : Epoch 1865 | loss: 0.0312297 | val_loss: 0.0312276 | Time: 1413.75 ms
[2021-06-21 14:12:29 main:581] : INFO : Epoch 1866 | loss: 0.0312329 | val_loss: 0.0312271 | Time: 1617.77 ms
[2021-06-21 14:12:31 main:581] : INFO : Epoch 1867 | loss: 0.0312304 | val_loss: 0.0312293 | Time: 2059.42 ms
[2021-06-21 14:12:32 main:581] : INFO : Epoch 1868 | loss: 0.0312303 | val_loss: 0.0312287 | Time: 1390.57 ms
[2021-06-21 14:12:34 main:581] : INFO : Epoch 1869 | loss: 0.0312309 | val_loss: 0.0312341 | Time: 1580.92 ms
[2021-06-21 14:12:36 main:581] : INFO : Epoch 1870 | loss: 0.0312302 | val_loss: 0.0312286 | Time: 2063.11 ms
[2021-06-21 14:12:37 main:581] : INFO : Epoch 1871 | loss: 0.0312328 | val_loss: 0.0312299 | Time: 1360.47 ms
[2021-06-21 14:12:39 main:581] : INFO : Epoch 1872 | loss: 0.0312291 | val_loss: 0.0312293 | Time: 1620.05 ms
[2021-06-21 14:12:41 main:581] : INFO : Epoch 1873 | loss: 0.0312301 | val_loss: 0.0312285 | Time: 2055.57 ms
[2021-06-21 14:12:42 main:581] : INFO : Epoch 1874 | loss: 0.0312296 | val_loss: 0.0312322 | Time: 1339.28 ms
[2021-06-21 14:12:44 main:581] : INFO : Epoch 1875 | loss: 0.0312345 | val_loss: 0.0312307 | Time: 1661 ms
[2021-06-21 14:12:46 main:581] : INFO : Epoch 1876 | loss: 0.0312327 | val_loss: 0.0312381 | Time: 2060.37 ms
[2021-06-21 14:12:47 main:581] : INFO : Epoch 1877 | loss: 0.0312307 | val_loss: 0.0312276 | Time: 1308.57 ms
[2021-06-21 14:12:49 main:581] : INFO : Epoch 1878 | loss: 0.0312297 | val_loss: 0.0312276 | Time: 1701.04 ms
[2021-06-21 14:12:51 main:581] : INFO : Epoch 1879 | loss: 0.031229 | val_loss: 0.0312288 | Time: 2075.72 ms
[2021-06-21 14:12:52 main:581] : INFO : Epoch 1880 | loss: 0.0312296 | val_loss: 0.0312272 | Time: 1241.05 ms
[2021-06-21 14:12:54 main:581] : INFO : Epoch 1881 | loss: 0.0312294 | val_loss: 0.0312273 | Time: 1764.07 ms
[2021-06-21 14:12:56 main:581] : INFO : Epoch 1882 | loss: 0.0312295 | val_loss: 0.0312283 | Time: 2059.6 ms
[2021-06-21 14:12:57 main:581] : INFO : Epoch 1883 | loss: 0.0312295 | val_loss: 0.0312289 | Time: 1236.96 ms
[2021-06-21 14:12:59 main:581] : INFO : Epoch 1884 | loss: 0.0312301 | val_loss: 0.0312322 | Time: 1760.11 ms
[2021-06-21 14:13:01 main:581] : INFO : Epoch 1885 | loss: 0.0312309 | val_loss: 0.0312308 | Time: 2059.88 ms
[2021-06-21 14:13:02 main:581] : INFO : Epoch 1886 | loss: 0.0312297 | val_loss: 0.0312298 | Time: 1207.57 ms
[2021-06-21 14:13:04 main:581] : INFO : Epoch 1887 | loss: 0.0312309 | val_loss: 0.0312294 | Time: 1779.73 ms
[2021-06-21 14:13:06 main:581] : INFO : Epoch 1888 | loss: 0.0312299 | val_loss: 0.0312273 | Time: 2057.46 ms
[2021-06-21 14:13:07 main:581] : INFO : Epoch 1889 | loss: 0.0312318 | val_loss: 0.0312278 | Time: 1150.1 ms
[2021-06-21 14:13:09 main:581] : INFO : Epoch 1890 | loss: 0.0312316 | val_loss: 0.0312273 | Time: 1825.23 ms
[2021-06-21 14:13:11 main:581] : INFO : Epoch 1891 | loss: 0.0312302 | val_loss: 0.0312271 | Time: 2050.12 ms
[2021-06-21 14:13:12 main:581] : INFO : Epoch 1892 | loss: 0.0312295 | val_loss: 0.0312273 | Time: 1121.51 ms
[2021-06-21 14:13:14 main:581] : INFO : Epoch 1893 | loss: 0.0312315 | val_loss: 0.0312318 | Time: 1877.53 ms
[2021-06-21 14:13:16 main:581] : INFO : Epoch 1894 | loss: 0.0312296 | val_loss: 0.0312289 | Time: 2064.26 ms
[2021-06-21 14:13:18 main:581] : INFO : Epoch 1895 | loss: 0.0312289 | val_loss: 0.0312281 | Time: 1130.75 ms
[2021-06-21 14:13:19 main:581] : INFO : Epoch 1896 | loss: 0.0312295 | val_loss: 0.0312317 | Time: 1869.74 ms
[2021-06-21 14:13:21 main:581] : INFO : Epoch 1897 | loss: 0.0312309 | val_loss: 0.0312298 | Time: 2057.07 ms
[2021-06-21 14:13:22 main:581] : INFO : Epoch 1898 | loss: 0.0312295 | val_loss: 0.0312285 | Time: 1065.6 ms
[2021-06-21 14:13:24 main:581] : INFO : Epoch 1899 | loss: 0.0312295 | val_loss: 0.0312313 | Time: 1901.26 ms
[2021-06-21 14:13:26 main:581] : INFO : Epoch 1900 | loss: 0.0312306 | val_loss: 0.0312276 | Time: 2067.48 ms
[2021-06-21 14:13:28 main:581] : INFO : Epoch 1901 | loss: 0.0312294 | val_loss: 0.0312296 | Time: 1044.21 ms
[2021-06-21 14:13:29 main:581] : INFO : Epoch 1902 | loss: 0.031229 | val_loss: 0.0312272 | Time: 1925.75 ms
[2021-06-21 14:13:31 main:581] : INFO : Epoch 1903 | loss: 0.0312314 | val_loss: 0.0312274 | Time: 2049.39 ms
[2021-06-21 14:13:33 main:581] : INFO : Epoch 1904 | loss: 0.0312329 | val_loss: 0.0312289 | Time: 1030.52 ms
[2021-06-21 14:13:34 main:581] : INFO : Epoch 1905 | loss: 0.0312322 | val_loss: 0.0312364 | Time: 1939.22 ms
[2021-06-21 14:13:37 main:581] : INFO : Epoch 1906 | loss: 0.0312302 | val_loss: 0.0312289 | Time: 2059.49 ms
[2021-06-21 14:13:38 main:581] : INFO : Epoch 1907 | loss: 0.0312302 | val_loss: 0.031227 | Time: 1023.32 ms
[2021-06-21 14:13:39 main:581] : INFO : Epoch 1908 | loss: 0.0312319 | val_loss: 0.0312293 | Time: 1962.94 ms
[2021-06-21 14:13:42 main:581] : INFO : Epoch 1909 | loss: 0.0312318 | val_loss: 0.0312303 | Time: 2055.06 ms
[2021-06-21 14:13:43 main:581] : INFO : Epoch 1910 | loss: 0.031231 | val_loss: 0.0312346 | Time: 1020.99 ms
[2021-06-21 14:13:45 main:581] : INFO : Epoch 1911 | loss: 0.0312307 | val_loss: 0.0312292 | Time: 2041.62 ms
[2021-06-21 14:13:47 main:581] : INFO : Epoch 1912 | loss: 0.0312289 | val_loss: 0.031227 | Time: 2033.79 ms
[2021-06-21 14:13:48 main:581] : INFO : Epoch 1913 | loss: 0.0312286 | val_loss: 0.031227 | Time: 965.791 ms
[2021-06-21 14:13:50 main:581] : INFO : Epoch 1914 | loss: 0.0312287 | val_loss: 0.0312291 | Time: 2041.88 ms
[2021-06-21 14:13:52 main:581] : INFO : Epoch 1915 | loss: 0.0312293 | val_loss: 0.031229 | Time: 1989.32 ms
[2021-06-21 14:13:53 main:581] : INFO : Epoch 1916 | loss: 0.0312301 | val_loss: 0.0312272 | Time: 970.413 ms
[2021-06-21 14:13:55 main:581] : INFO : Epoch 1917 | loss: 0.0312287 | val_loss: 0.0312285 | Time: 2050.41 ms
[2021-06-21 14:13:57 main:581] : INFO : Epoch 1918 | loss: 0.0312304 | val_loss: 0.0312301 | Time: 2021.31 ms
[2021-06-21 14:13:58 main:581] : INFO : Epoch 1919 | loss: 0.03123 | val_loss: 0.0312287 | Time: 986.366 ms
[2021-06-21 14:14:00 main:581] : INFO : Epoch 1920 | loss: 0.0312308 | val_loss: 0.0312281 | Time: 2063.83 ms
[2021-06-21 14:14:02 main:581] : INFO : Epoch 1921 | loss: 0.0312309 | val_loss: 0.0312334 | Time: 1948.54 ms
[2021-06-21 14:14:03 main:581] : INFO : Epoch 1922 | loss: 0.0312323 | val_loss: 0.0312289 | Time: 1042.34 ms
[2021-06-21 14:14:05 main:581] : INFO : Epoch 1923 | loss: 0.0312295 | val_loss: 0.0312274 | Time: 2068.57 ms
[2021-06-21 14:14:07 main:581] : INFO : Epoch 1924 | loss: 0.0312296 | val_loss: 0.0312277 | Time: 1942.23 ms
[2021-06-21 14:14:08 main:581] : INFO : Epoch 1925 | loss: 0.031231 | val_loss: 0.0312285 | Time: 988.586 ms
[2021-06-21 14:14:10 main:581] : INFO : Epoch 1926 | loss: 0.0312296 | val_loss: 0.0312278 | Time: 2053.26 ms
[2021-06-21 14:14:12 main:581] : INFO : Epoch 1927 | loss: 0.0312304 | val_loss: 0.0312286 | Time: 1942.49 ms
[2021-06-21 14:14:13 main:581] : INFO : Epoch 1928 | loss: 0.0312303 | val_loss: 0.0312285 | Time: 1052.44 ms
[2021-06-21 14:14:15 main:581] : INFO : Epoch 1929 | loss: 0.0312292 | val_loss: 0.0312273 | Time: 2064.39 ms
[2021-06-21 14:14:17 main:581] : INFO : Epoch 1930 | loss: 0.0312285 | val_loss: 0.0312306 | Time: 1916.76 ms
[2021-06-21 14:14:18 main:581] : INFO : Epoch 1931 | loss: 0.0312306 | val_loss: 0.0312281 | Time: 1075.92 ms
[2021-06-21 14:14:20 main:581] : INFO : Epoch 1932 | loss: 0.0312299 | val_loss: 0.0312287 | Time: 2053.99 ms
[2021-06-21 14:14:22 main:581] : INFO : Epoch 1933 | loss: 0.0312308 | val_loss: 0.0312302 | Time: 1892.28 ms
[2021-06-21 14:14:23 main:581] : INFO : Epoch 1934 | loss: 0.0312308 | val_loss: 0.0312276 | Time: 1051.45 ms
[2021-06-21 14:14:25 main:581] : INFO : Epoch 1935 | loss: 0.031231 | val_loss: 0.0312327 | Time: 2057.73 ms
[2021-06-21 14:14:27 main:581] : INFO : Epoch 1936 | loss: 0.0312334 | val_loss: 0.0312316 | Time: 1880.55 ms
[2021-06-21 14:14:28 main:581] : INFO : Epoch 1937 | loss: 0.0312315 | val_loss: 0.0312276 | Time: 1130.86 ms
[2021-06-21 14:14:30 main:581] : INFO : Epoch 1938 | loss: 0.0312304 | val_loss: 0.0312282 | Time: 2061.88 ms
[2021-06-21 14:14:32 main:581] : INFO : Epoch 1939 | loss: 0.0312303 | val_loss: 0.0312289 | Time: 1855.57 ms
[2021-06-21 14:14:33 main:581] : INFO : Epoch 1940 | loss: 0.0312303 | val_loss: 0.0312283 | Time: 1097.84 ms
[2021-06-21 14:14:35 main:581] : INFO : Epoch 1941 | loss: 0.0312291 | val_loss: 0.0312271 | Time: 2067.08 ms
[2021-06-21 14:14:37 main:581] : INFO : Epoch 1942 | loss: 0.0312285 | val_loss: 0.0312274 | Time: 1820.35 ms
[2021-06-21 14:14:38 main:581] : INFO : Epoch 1943 | loss: 0.0312292 | val_loss: 0.0312277 | Time: 1177.23 ms
[2021-06-21 14:14:40 main:581] : INFO : Epoch 1944 | loss: 0.031229 | val_loss: 0.0312274 | Time: 2043.49 ms
[2021-06-21 14:14:42 main:581] : INFO : Epoch 1945 | loss: 0.0312297 | val_loss: 0.0312284 | Time: 1828.77 ms
[2021-06-21 14:14:43 main:581] : INFO : Epoch 1946 | loss: 0.0312303 | val_loss: 0.0312293 | Time: 1178.12 ms
[2021-06-21 14:14:45 main:581] : INFO : Epoch 1947 | loss: 0.0312305 | val_loss: 0.0312274 | Time: 1963.69 ms
[2021-06-21 14:14:47 main:581] : INFO : Epoch 1948 | loss: 0.0312308 | val_loss: 0.0312283 | Time: 1853.56 ms
[2021-06-21 14:14:48 main:581] : INFO : Epoch 1949 | loss: 0.0312292 | val_loss: 0.0312271 | Time: 1196.55 ms
[2021-06-21 14:14:50 main:581] : INFO : Epoch 1950 | loss: 0.0312318 | val_loss: 0.0312294 | Time: 2053.92 ms
[2021-06-21 14:14:52 main:581] : INFO : Epoch 1951 | loss: 0.0312319 | val_loss: 0.0312315 | Time: 1829.38 ms
[2021-06-21 14:14:53 main:581] : INFO : Epoch 1952 | loss: 0.03123 | val_loss: 0.0312299 | Time: 1190.47 ms
[2021-06-21 14:14:55 main:581] : INFO : Epoch 1953 | loss: 0.0312313 | val_loss: 0.0312281 | Time: 2051.5 ms
[2021-06-21 14:14:57 main:581] : INFO : Epoch 1954 | loss: 0.0312319 | val_loss: 0.0312277 | Time: 1747.63 ms
[2021-06-21 14:14:58 main:581] : INFO : Epoch 1955 | loss: 0.0312317 | val_loss: 0.031229 | Time: 1237.07 ms
[2021-06-21 14:15:00 main:581] : INFO : Epoch 1956 | loss: 0.0312326 | val_loss: 0.0312338 | Time: 2065.03 ms
[2021-06-21 14:15:02 main:581] : INFO : Epoch 1957 | loss: 0.0312308 | val_loss: 0.0312305 | Time: 1739.98 ms
[2021-06-21 14:15:03 main:581] : INFO : Epoch 1958 | loss: 0.0312293 | val_loss: 0.031231 | Time: 1266.02 ms
[2021-06-21 14:15:05 main:581] : INFO : Epoch 1959 | loss: 0.0312301 | val_loss: 0.031228 | Time: 2035.94 ms
[2021-06-21 14:15:07 main:581] : INFO : Epoch 1960 | loss: 0.0312293 | val_loss: 0.031229 | Time: 1662.33 ms
[2021-06-21 14:15:08 main:581] : INFO : Epoch 1961 | loss: 0.0312306 | val_loss: 0.0312311 | Time: 1283.29 ms
[2021-06-21 14:15:10 main:581] : INFO : Epoch 1962 | loss: 0.0312294 | val_loss: 0.0312306 | Time: 2066.18 ms
[2021-06-21 14:15:12 main:581] : INFO : Epoch 1963 | loss: 0.0312306 | val_loss: 0.0312289 | Time: 1680.13 ms
[2021-06-21 14:15:13 main:581] : INFO : Epoch 1964 | loss: 0.03123 | val_loss: 0.0312318 | Time: 1329.27 ms
[2021-06-21 14:15:15 main:581] : INFO : Epoch 1965 | loss: 0.0312301 | val_loss: 0.0312285 | Time: 2065.55 ms
[2021-06-21 14:15:17 main:581] : INFO : Epoch 1966 | loss: 0.0312296 | val_loss: 0.0312275 | Time: 1603.38 ms
[2021-06-21 14:15:18 main:581] : INFO : Epoch 1967 | loss: 0.0312286 | val_loss: 0.0312293 | Time: 1400.16 ms
[2021-06-21 14:15:20 main:581] : INFO : Epoch 1968 | loss: 0.0312298 | val_loss: 0.0312294 | Time: 2053.29 ms
[2021-06-21 14:15:22 main:581] : INFO : Epoch 1969 | loss: 0.031229 | val_loss: 0.031229 | Time: 1591.24 ms
[2021-06-21 14:15:23 main:581] : INFO : Epoch 1970 | loss: 0.0312293 | val_loss: 0.0312289 | Time: 1396.38 ms
[2021-06-21 14:15:25 main:581] : INFO : Epoch 1971 | loss: 0.0312303 | val_loss: 0.0312273 | Time: 2061.3 ms
[2021-06-21 14:15:27 main:581] : INFO : Epoch 1972 | loss: 0.0312299 | val_loss: 0.0312322 | Time: 1581.21 ms
[2021-06-21 14:15:28 main:581] : INFO : Epoch 1973 | loss: 0.0312298 | val_loss: 0.0312338 | Time: 1371.42 ms
[2021-06-21 14:15:31 main:581] : INFO : Epoch 1974 | loss: 0.0312306 | val_loss: 0.0312297 | Time: 2072.7 ms
[2021-06-21 14:15:32 main:581] : INFO : Epoch 1975 | loss: 0.0312299 | val_loss: 0.0312275 | Time: 1545.92 ms
[2021-06-21 14:15:34 main:581] : INFO : Epoch 1976 | loss: 0.0312293 | val_loss: 0.0312291 | Time: 1483.38 ms
[2021-06-21 14:15:36 main:581] : INFO : Epoch 1977 | loss: 0.0312299 | val_loss: 0.0312329 | Time: 2064.34 ms
[2021-06-21 14:15:37 main:581] : INFO : Epoch 1978 | loss: 0.0312319 | val_loss: 0.0312274 | Time: 1514.93 ms
[2021-06-21 14:15:39 main:581] : INFO : Epoch 1979 | loss: 0.0312291 | val_loss: 0.0312295 | Time: 1482.18 ms
[2021-06-21 14:15:41 main:581] : INFO : Epoch 1980 | loss: 0.0312304 | val_loss: 0.0312305 | Time: 2045.38 ms
[2021-06-21 14:15:42 main:581] : INFO : Epoch 1981 | loss: 0.0312303 | val_loss: 0.0312282 | Time: 1506.6 ms
[2021-06-21 14:15:44 main:581] : INFO : Epoch 1982 | loss: 0.0312293 | val_loss: 0.0312271 | Time: 1533.53 ms
[2021-06-21 14:15:46 main:581] : INFO : Epoch 1983 | loss: 0.0312294 | val_loss: 0.0312284 | Time: 2073.29 ms
[2021-06-21 14:15:47 main:581] : INFO : Epoch 1984 | loss: 0.0312313 | val_loss: 0.0312335 | Time: 1429.6 ms
[2021-06-21 14:15:49 main:581] : INFO : Epoch 1985 | loss: 0.0312316 | val_loss: 0.0312275 | Time: 1587.02 ms
[2021-06-21 14:15:51 main:581] : INFO : Epoch 1986 | loss: 0.0312291 | val_loss: 0.0312272 | Time: 2053.29 ms
[2021-06-21 14:15:52 main:581] : INFO : Epoch 1987 | loss: 0.0312312 | val_loss: 0.0312324 | Time: 1435.81 ms
[2021-06-21 14:15:54 main:581] : INFO : Epoch 1988 | loss: 0.03123 | val_loss: 0.03123 | Time: 1591.2 ms
[2021-06-21 14:15:56 main:581] : INFO : Epoch 1989 | loss: 0.0312307 | val_loss: 0.0312334 | Time: 2065.34 ms
[2021-06-21 14:15:57 main:581] : INFO : Epoch 1990 | loss: 0.031232 | val_loss: 0.0312277 | Time: 1359.03 ms
[2021-06-21 14:15:59 main:581] : INFO : Epoch 1991 | loss: 0.0312294 | val_loss: 0.0312277 | Time: 1624.7 ms
[2021-06-21 14:16:01 main:581] : INFO : Epoch 1992 | loss: 0.0312295 | val_loss: 0.0312284 | Time: 2068.57 ms
[2021-06-21 14:16:02 main:581] : INFO : Epoch 1993 | loss: 0.0312297 | val_loss: 0.0312278 | Time: 1313.09 ms
[2021-06-21 14:16:04 main:581] : INFO : Epoch 1994 | loss: 0.0312291 | val_loss: 0.0312277 | Time: 1672.92 ms
[2021-06-21 14:16:06 main:581] : INFO : Epoch 1995 | loss: 0.0312297 | val_loss: 0.0312285 | Time: 2065.62 ms
[2021-06-21 14:16:07 main:581] : INFO : Epoch 1996 | loss: 0.0312306 | val_loss: 0.0312304 | Time: 1284.86 ms
[2021-06-21 14:16:09 main:581] : INFO : Epoch 1997 | loss: 0.0312313 | val_loss: 0.0312315 | Time: 1724.97 ms
[2021-06-21 14:16:11 main:581] : INFO : Epoch 1998 | loss: 0.0312301 | val_loss: 0.0312281 | Time: 2054.26 ms
[2021-06-21 14:16:12 main:581] : INFO : Epoch 1999 | loss: 0.0312294 | val_loss: 0.0312309 | Time: 1241.72 ms
[2021-06-21 14:16:14 main:581] : INFO : Epoch 2000 | loss: 0.0312308 | val_loss: 0.0312284 | Time: 1726.04 ms
[2021-06-21 14:16:16 main:581] : INFO : Epoch 2001 | loss: 0.0312295 | val_loss: 0.0312289 | Time: 2073.07 ms
[2021-06-21 14:16:17 main:581] : INFO : Epoch 2002 | loss: 0.031233 | val_loss: 0.0312321 | Time: 1226.73 ms
[2021-06-21 14:16:19 main:581] : INFO : Epoch 2003 | loss: 0.0312304 | val_loss: 0.0312278 | Time: 1780.4 ms
[2021-06-21 14:16:21 main:581] : INFO : Epoch 2004 | loss: 0.0312307 | val_loss: 0.0312295 | Time: 2071.72 ms
[2021-06-21 14:16:22 main:581] : INFO : Epoch 2005 | loss: 0.03123 | val_loss: 0.0312305 | Time: 1202.13 ms
[2021-06-21 14:16:24 main:581] : INFO : Epoch 2006 | loss: 0.0312323 | val_loss: 0.0312314 | Time: 1797.39 ms
[2021-06-21 14:16:26 main:581] : INFO : Epoch 2007 | loss: 0.0312303 | val_loss: 0.0312278 | Time: 2062.71 ms
[2021-06-21 14:16:27 main:581] : INFO : Epoch 2008 | loss: 0.0312291 | val_loss: 0.0312289 | Time: 1161.75 ms
[2021-06-21 14:16:29 main:581] : INFO : Epoch 2009 | loss: 0.0312287 | val_loss: 0.0312289 | Time: 1802.58 ms
[2021-06-21 14:16:31 main:581] : INFO : Epoch 2010 | loss: 0.0312302 | val_loss: 0.0312298 | Time: 2062.28 ms
[2021-06-21 14:16:32 main:581] : INFO : Epoch 2011 | loss: 0.0312294 | val_loss: 0.0312324 | Time: 1179.59 ms
[2021-06-21 14:16:34 main:581] : INFO : Epoch 2012 | loss: 0.0312295 | val_loss: 0.0312287 | Time: 1805.7 ms
[2021-06-21 14:16:36 main:581] : INFO : Epoch 2013 | loss: 0.0312287 | val_loss: 0.0312269 | Time: 2069.23 ms
[2021-06-21 14:16:37 main:581] : INFO : Epoch 2014 | loss: 0.0312315 | val_loss: 0.0312355 | Time: 1117.38 ms
[2021-06-21 14:16:39 main:581] : INFO : Epoch 2015 | loss: 0.0312312 | val_loss: 0.0312275 | Time: 1870.69 ms
[2021-06-21 14:16:41 main:581] : INFO : Epoch 2016 | loss: 0.0312294 | val_loss: 0.0312306 | Time: 2060.12 ms
[2021-06-21 14:16:42 main:581] : INFO : Epoch 2017 | loss: 0.0312321 | val_loss: 0.0312333 | Time: 1075.48 ms
[2021-06-21 14:16:44 main:581] : INFO : Epoch 2018 | loss: 0.0312319 | val_loss: 0.0312303 | Time: 1927.15 ms
[2021-06-21 14:16:46 main:581] : INFO : Epoch 2019 | loss: 0.0312312 | val_loss: 0.0312301 | Time: 2069.15 ms
[2021-06-21 14:16:48 main:581] : INFO : Epoch 2020 | loss: 0.0312294 | val_loss: 0.0312276 | Time: 1074.19 ms
[2021-06-21 14:16:49 main:581] : INFO : Epoch 2021 | loss: 0.0312292 | val_loss: 0.0312319 | Time: 1925.69 ms
[2021-06-21 14:16:52 main:581] : INFO : Epoch 2022 | loss: 0.0312331 | val_loss: 0.0312305 | Time: 2064.57 ms
[2021-06-21 14:16:53 main:581] : INFO : Epoch 2023 | loss: 0.0312292 | val_loss: 0.0312318 | Time: 986.303 ms
[2021-06-21 14:16:55 main:581] : INFO : Epoch 2024 | loss: 0.0312314 | val_loss: 0.0312292 | Time: 2007.56 ms
[2021-06-21 14:16:57 main:581] : INFO : Epoch 2025 | loss: 0.0312314 | val_loss: 0.0312326 | Time: 2063.02 ms
[2021-06-21 14:16:58 main:581] : INFO : Epoch 2026 | loss: 0.0312303 | val_loss: 0.0312299 | Time: 989.347 ms
[2021-06-21 14:17:00 main:581] : INFO : Epoch 2027 | loss: 0.0312321 | val_loss: 0.031234 | Time: 2008.33 ms
[2021-06-21 14:17:02 main:581] : INFO : Epoch 2028 | loss: 0.0312296 | val_loss: 0.0312288 | Time: 2026.63 ms
[2021-06-21 14:17:03 main:581] : INFO : Epoch 2029 | loss: 0.0312306 | val_loss: 0.0312277 | Time: 967.723 ms
[2021-06-21 14:17:05 main:581] : INFO : Epoch 2030 | loss: 0.0312289 | val_loss: 0.0312324 | Time: 2065.28 ms
[2021-06-21 14:17:07 main:581] : INFO : Epoch 2031 | loss: 0.0312322 | val_loss: 0.031235 | Time: 2015.02 ms
[2021-06-21 14:17:08 main:581] : INFO : Epoch 2032 | loss: 0.0312316 | val_loss: 0.0312283 | Time: 1002.27 ms
[2021-06-21 14:17:10 main:581] : INFO : Epoch 2033 | loss: 0.0312299 | val_loss: 0.0312335 | Time: 2070.56 ms
[2021-06-21 14:17:12 main:581] : INFO : Epoch 2034 | loss: 0.0312307 | val_loss: 0.0312288 | Time: 1975.42 ms
[2021-06-21 14:17:13 main:581] : INFO : Epoch 2035 | loss: 0.0312302 | val_loss: 0.0312299 | Time: 1033.55 ms
[2021-06-21 14:17:15 main:581] : INFO : Epoch 2036 | loss: 0.0312301 | val_loss: 0.0312274 | Time: 2043.3 ms
[2021-06-21 14:17:17 main:581] : INFO : Epoch 2037 | loss: 0.0312296 | val_loss: 0.0312294 | Time: 1969.62 ms
[2021-06-21 14:17:18 main:581] : INFO : Epoch 2038 | loss: 0.0312288 | val_loss: 0.0312278 | Time: 1056.05 ms
[2021-06-21 14:17:20 main:581] : INFO : Epoch 2039 | loss: 0.0312308 | val_loss: 0.0312302 | Time: 2071.96 ms
[2021-06-21 14:17:22 main:581] : INFO : Epoch 2040 | loss: 0.0312292 | val_loss: 0.031228 | Time: 1881.88 ms
[2021-06-21 14:17:23 main:581] : INFO : Epoch 2041 | loss: 0.0312287 | val_loss: 0.031227 | Time: 1117.03 ms
[2021-06-21 14:17:25 main:581] : INFO : Epoch 2042 | loss: 0.0312314 | val_loss: 0.0312381 | Time: 2058.39 ms
[2021-06-21 14:17:27 main:581] : INFO : Epoch 2043 | loss: 0.0312324 | val_loss: 0.0312345 | Time: 1880.36 ms
[2021-06-21 14:17:28 main:581] : INFO : Epoch 2044 | loss: 0.0312302 | val_loss: 0.0312277 | Time: 1120.94 ms
[2021-06-21 14:17:30 main:581] : INFO : Epoch 2045 | loss: 0.0312292 | val_loss: 0.0312275 | Time: 2067.69 ms
[2021-06-21 14:17:32 main:581] : INFO : Epoch 2046 | loss: 0.0312302 | val_loss: 0.0312332 | Time: 1836.14 ms
[2021-06-21 14:17:33 main:581] : INFO : Epoch 2047 | loss: 0.0312302 | val_loss: 0.0312284 | Time: 1115.44 ms
[2021-06-21 14:17:35 main:581] : INFO : Epoch 2048 | loss: 0.0312299 | val_loss: 0.0312281 | Time: 2055.68 ms
[2021-06-21 14:17:35 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312281
[2021-06-21 14:17:35 main:610] : INFO : Saving end state to config to file
[2021-06-21 14:17:35 main:615] : INFO : Success, exiting..
14:17:35 (473656): 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)