Task 4399854
| Name | ParityMachine-1612383160-20329-4_0 |
| Workunit | 2453552 |
| Created | 15 Mar 2021, 14:33:52 UTC |
| Sent | 25 Mar 2021, 21:07:21 UTC |
| Report deadline | 1 Apr 2021, 21:07:21 UTC |
| Received | 26 Mar 2021, 7:58:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 3 min 37 sec |
| CPU time | 1 hours 3 min 34 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 | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 03-26 02:42:13 main:581] : INFO : Epoch 1538 | loss: 0.031134 | val_loss: 0.0311543 | Time: 1720.11 ms [2021-03-26 02:42:15 main:581] : INFO : Epoch 1539 | loss: 0.031131 | val_loss: 0.0311534 | Time: 1736.34 ms [2021-03-26 02:42:17 main:581] : INFO : Epoch 1540 | loss: 0.031132 | val_loss: 0.031152 | Time: 1764.54 ms [2021-03-26 02:42:19 main:581] : INFO : Epoch 1541 | loss: 0.0311314 | val_loss: 0.0311553 | Time: 1816.48 ms [2021-03-26 02:42:20 main:581] : INFO : Epoch 1542 | loss: 0.0311314 | val_loss: 0.0311566 | Time: 1761.85 ms [2021-03-26 02:42:22 main:581] : INFO : Epoch 1543 | loss: 0.0311311 | val_loss: 0.0311547 | Time: 1730.04 ms [2021-03-26 02:42:24 main:581] : INFO : Epoch 1544 | loss: 0.0311292 | val_loss: 0.0311566 | Time: 1728.93 ms [2021-03-26 02:42:25 main:581] : INFO : Epoch 1545 | loss: 0.0311294 | val_loss: 0.031154 | Time: 1730.1 ms [2021-03-26 02:42:27 main:581] : INFO : Epoch 1546 | loss: 0.0311294 | val_loss: 0.0311574 | Time: 1728.85 ms [2021-03-26 02:42:29 main:581] : INFO : Epoch 1547 | loss: 0.0311303 | val_loss: 0.0311587 | Time: 1735.15 ms [2021-03-26 02:42:31 main:581] : INFO : Epoch 1548 | loss: 0.0311291 | val_loss: 0.0311553 | Time: 1874.5 ms [2021-03-26 02:42:33 main:581] : INFO : Epoch 1549 | loss: 0.0311291 | val_loss: 0.0311529 | Time: 1819.1 ms [2021-03-26 02:42:34 main:581] : INFO : Epoch 1550 | loss: 0.0311282 | val_loss: 0.0311575 | Time: 1815.01 ms [2021-03-26 02:42:36 main:581] : INFO : Epoch 1551 | loss: 0.0311265 | val_loss: 0.0311585 | Time: 1754.91 ms [2021-03-26 02:42:38 main:581] : INFO : Epoch 1552 | loss: 0.0311262 | val_loss: 0.0311603 | Time: 1735.23 ms [2021-03-26 02:42:40 main:581] : INFO : Epoch 1553 | loss: 0.0311258 | val_loss: 0.031157 | Time: 1731.78 ms [2021-03-26 02:42:41 main:581] : INFO : Epoch 1554 | loss: 0.0311262 | val_loss: 0.0311555 | Time: 1730.15 ms [2021-03-26 02:42:43 main:581] : INFO : Epoch 1555 | loss: 0.0311269 | val_loss: 0.0311568 | Time: 1727.5 ms [2021-03-26 02:42:45 main:581] : INFO : Epoch 1556 | loss: 0.0311295 | val_loss: 0.0311545 | Time: 1734.08 ms [2021-03-26 02:42:47 main:581] : INFO : Epoch 1557 | loss: 0.0311276 | val_loss: 0.0311566 | Time: 1750.9 ms [2021-03-26 02:42:49 main:581] : INFO : Epoch 1558 | loss: 0.0311291 | val_loss: 0.0311545 | Time: 2024.9 ms [2021-03-26 02:42:51 main:581] : INFO : Epoch 1559 | loss: 0.0311288 | val_loss: 0.0311547 | Time: 2021.9 ms [2021-03-26 02:42:53 main:581] : INFO : Epoch 1560 | loss: 0.0311277 | val_loss: 0.0311519 | Time: 2026.89 ms [2021-03-26 02:42:55 main:581] : INFO : Epoch 1561 | loss: 0.0311278 | val_loss: 0.0311539 | Time: 1928.24 ms [2021-03-26 02:42:56 main:581] : INFO : Epoch 1562 | loss: 0.0311295 | val_loss: 0.0311509 | Time: 1754.09 ms [2021-03-26 02:42:58 main:581] : INFO : Epoch 1563 | loss: 0.031132 | val_loss: 0.0311478 | Time: 1779.62 ms [2021-03-26 02:43:00 main:581] : INFO : Epoch 1564 | loss: 0.0311311 | val_loss: 0.031148 | Time: 1676.54 ms [2021-03-26 02:43:02 main:581] : INFO : Epoch 1565 | loss: 0.0311291 | val_loss: 0.0311482 | Time: 1964.37 ms [2021-03-26 02:43:04 main:581] : INFO : Epoch 1566 | loss: 0.031127 | val_loss: 0.0311495 | Time: 2041.84 ms [2021-03-26 02:43:06 main:581] : INFO : Epoch 1567 | loss: 0.0311262 | val_loss: 0.0311475 | Time: 2050.72 ms [2021-03-26 02:43:08 main:581] : INFO : Epoch 1568 | loss: 0.031126 | val_loss: 0.0311474 | Time: 2072.8 ms [2021-03-26 02:43:10 main:581] : INFO : Epoch 1569 | loss: 0.0311268 | val_loss: 0.03115 | Time: 2085.06 ms [2021-03-26 02:43:12 main:581] : INFO : Epoch 1570 | loss: 0.0311244 | val_loss: 0.0311517 | Time: 2066.2 ms [2021-03-26 02:43:14 main:581] : INFO : Epoch 1571 | loss: 0.0311253 | val_loss: 0.0311474 | Time: 2065.49 ms [2021-03-26 02:43:16 main:581] : INFO : Epoch 1572 | loss: 0.031127 | val_loss: 0.0311506 | Time: 2061.68 ms [2021-03-26 02:43:18 main:581] : INFO : Epoch 1573 | loss: 0.0311299 | val_loss: 0.0311529 | Time: 2053.98 ms [2021-03-26 02:43:20 main:581] : INFO : Epoch 1574 | loss: 0.0311291 | val_loss: 0.0311508 | Time: 2015.13 ms [2021-03-26 02:43:22 main:581] : INFO : Epoch 1575 | loss: 0.0311278 | val_loss: 0.0311482 | Time: 2029.69 ms [2021-03-26 02:43:24 main:581] : INFO : Epoch 1576 | loss: 0.0311258 | val_loss: 0.0311492 | Time: 2026.32 ms [2021-03-26 02:43:26 main:581] : INFO : Epoch 1577 | loss: 0.0311252 | val_loss: 0.0311503 | Time: 2017.21 ms [2021-03-26 02:43:28 main:581] : INFO : Epoch 1578 | loss: 0.0311248 | val_loss: 0.0311502 | Time: 2022.6 ms [2021-03-26 02:43:30 main:581] : INFO : Epoch 1579 | loss: 0.0311248 | val_loss: 0.0311493 | Time: 1994.04 ms [2021-03-26 02:43:32 main:581] : INFO : Epoch 1580 | loss: 0.0311252 | val_loss: 0.0311555 | Time: 2018.86 ms [2021-03-26 02:43:34 main:581] : INFO : Epoch 1581 | loss: 0.0311257 | val_loss: 0.0311568 | Time: 2022.51 ms [2021-03-26 02:43:36 main:581] : INFO : Epoch 1582 | loss: 0.0311265 | val_loss: 0.0311514 | Time: 2038.4 ms [2021-03-26 02:43:39 main:581] : INFO : Epoch 1583 | loss: 0.0311282 | val_loss: 0.0311507 | Time: 2068.98 ms [2021-03-26 02:43:41 main:581] : INFO : Epoch 1584 | loss: 0.0311287 | val_loss: 0.0311514 | Time: 2088.37 ms [2021-03-26 02:43:43 main:581] : INFO : Epoch 1585 | loss: 0.031127 | val_loss: 0.0311499 | Time: 2065.03 ms [2021-03-26 02:43:45 main:581] : INFO : Epoch 1586 | loss: 0.0311278 | val_loss: 0.0311509 | Time: 2056.94 ms [2021-03-26 02:43:47 main:581] : INFO : Epoch 1587 | loss: 0.0311275 | val_loss: 0.0311558 | Time: 2079.58 ms [2021-03-26 02:43:49 main:581] : INFO : Epoch 1588 | loss: 0.0311286 | val_loss: 0.0311567 | Time: 2055.95 ms [2021-03-26 02:43:51 main:581] : INFO : Epoch 1589 | loss: 0.031127 | val_loss: 0.031156 | Time: 2047.19 ms [2021-03-26 02:43:53 main:581] : INFO : Epoch 1590 | loss: 0.0311243 | val_loss: 0.0311565 | Time: 2037.01 ms [2021-03-26 02:43:55 main:581] : INFO : Epoch 1591 | loss: 0.0311239 | val_loss: 0.0311502 | Time: 2050.47 ms [2021-03-26 02:43:57 main:581] : INFO : Epoch 1592 | loss: 0.0311246 | val_loss: 0.0311528 | Time: 2049.25 ms [2021-03-26 02:43:59 main:581] : INFO : Epoch 1593 | loss: 0.0311239 | val_loss: 0.0311503 | Time: 1918.47 ms [2021-03-26 02:44:01 main:581] : INFO : Epoch 1594 | loss: 0.0311215 | val_loss: 0.0311525 | Time: 1737.48 ms [2021-03-26 02:44:02 main:581] : INFO : Epoch 1595 | loss: 0.0311214 | val_loss: 0.0311543 | Time: 1737.93 ms [2021-03-26 02:44:04 main:581] : INFO : Epoch 1596 | loss: 0.0311213 | val_loss: 0.0311551 | Time: 1795.46 ms [2021-03-26 02:44:06 main:581] : INFO : Epoch 1597 | loss: 0.0311205 | val_loss: 0.031153 | Time: 1769.44 ms [2021-03-26 02:44:08 main:581] : INFO : Epoch 1598 | loss: 0.0311203 | val_loss: 0.0311516 | Time: 1744.31 ms [2021-03-26 02:44:10 main:581] : INFO : Epoch 1599 | loss: 0.031119 | val_loss: 0.0311565 | Time: 1795.86 ms [2021-03-26 02:44:12 main:581] : INFO : Epoch 1600 | loss: 0.0311205 | val_loss: 0.031156 | Time: 2065.54 ms [2021-03-26 02:44:14 main:581] : INFO : Epoch 1601 | loss: 0.0311212 | val_loss: 0.0311572 | Time: 2090.33 ms [2021-03-26 02:44:16 main:581] : INFO : Epoch 1602 | loss: 0.0311233 | val_loss: 0.0311502 | Time: 2066.95 ms [2021-03-26 02:44:18 main:581] : INFO : Epoch 1603 | loss: 0.0311226 | val_loss: 0.0311481 | Time: 1750.6 ms [2021-03-26 02:44:19 main:581] : INFO : Epoch 1604 | loss: 0.0311218 | val_loss: 0.0311523 | Time: 1757.62 ms [2021-03-26 02:44:21 main:581] : INFO : Epoch 1605 | loss: 0.0311243 | val_loss: 0.0311586 | Time: 1775.61 ms [2021-03-26 02:44:23 main:581] : INFO : Epoch 1606 | loss: 0.0311224 | val_loss: 0.0311501 | Time: 1813.48 ms [2021-03-26 02:44:25 main:581] : INFO : Epoch 1607 | loss: 0.0311219 | val_loss: 0.0311509 | Time: 1992.08 ms [2021-03-26 02:44:27 main:581] : INFO : Epoch 1608 | loss: 0.031121 | val_loss: 0.0311504 | Time: 2103.21 ms [2021-03-26 02:44:29 main:581] : INFO : Epoch 1609 | loss: 0.0311203 | val_loss: 0.031151 | Time: 2088.89 ms [2021-03-26 02:44:31 main:581] : INFO : Epoch 1610 | loss: 0.0311229 | val_loss: 0.0311489 | Time: 1865.73 ms [2021-03-26 02:44:33 main:581] : INFO : Epoch 1611 | loss: 0.031124 | val_loss: 0.0311522 | Time: 2030.03 ms [2021-03-26 02:44:35 main:581] : INFO : Epoch 1612 | loss: 0.0311293 | val_loss: 0.0311524 | Time: 2030.02 ms [2021-03-26 02:44:37 main:581] : INFO : Epoch 1613 | loss: 0.0311265 | val_loss: 0.0311545 | Time: 2031.49 ms [2021-03-26 02:44:39 main:581] : INFO : Epoch 1614 | loss: 0.0311253 | val_loss: 0.0311527 | Time: 2031.74 ms [2021-03-26 02:44:41 main:581] : INFO : Epoch 1615 | loss: 0.0311235 | val_loss: 0.0311556 | Time: 2075.78 ms [2021-03-26 02:44:43 main:581] : INFO : Epoch 1616 | loss: 0.0311257 | val_loss: 0.0311564 | Time: 2076.7 ms [2021-03-26 02:44:45 main:581] : INFO : Epoch 1617 | loss: 0.0311366 | val_loss: 0.0311528 | Time: 2130.18 ms [2021-03-26 02:44:47 main:581] : INFO : Epoch 1618 | loss: 0.0311238 | val_loss: 0.0311498 | Time: 2131.78 ms [2021-03-26 02:44:50 main:581] : INFO : Epoch 1619 | loss: 0.0311232 | val_loss: 0.0311508 | Time: 2130.62 ms [2021-03-26 02:44:52 main:581] : INFO : Epoch 1620 | loss: 0.0311222 | val_loss: 0.0311477 | Time: 2035.09 ms [2021-03-26 02:44:53 main:581] : INFO : Epoch 1621 | loss: 0.0311232 | val_loss: 0.0311498 | Time: 1751.2 ms [2021-03-26 02:44:55 main:581] : INFO : Epoch 1622 | loss: 0.0311222 | val_loss: 0.0311505 | Time: 1747.58 ms [2021-03-26 02:44:57 main:581] : INFO : Epoch 1623 | loss: 0.0311218 | val_loss: 0.03115 | Time: 1740.05 ms [2021-03-26 02:44:59 main:581] : INFO : Epoch 1624 | loss: 0.0311215 | val_loss: 0.0311496 | Time: 1755.95 ms [2021-03-26 02:45:00 main:581] : INFO : Epoch 1625 | loss: 0.0311246 | val_loss: 0.0311631 | Time: 1732.11 ms [2021-03-26 02:45:02 main:581] : INFO : Epoch 1626 | loss: 0.0311248 | val_loss: 0.0311545 | Time: 1731.83 ms [2021-03-26 02:45:04 main:581] : INFO : Epoch 1627 | loss: 0.0311214 | val_loss: 0.031152 | Time: 1754 ms [2021-03-26 02:45:06 main:581] : INFO : Epoch 1628 | loss: 0.03112 | val_loss: 0.0311508 | Time: 1742.91 ms [2021-03-26 02:45:07 main:581] : INFO : Epoch 1629 | loss: 0.0311185 | val_loss: 0.0311517 | Time: 1758.85 ms [2021-03-26 02:45:09 main:581] : INFO : Epoch 1630 | loss: 0.0311196 | val_loss: 0.0311532 | Time: 1771.27 ms [2021-03-26 02:45:11 main:581] : INFO : Epoch 1631 | loss: 0.0311194 | val_loss: 0.0311485 | Time: 1824.06 ms [2021-03-26 02:45:13 main:581] : INFO : Epoch 1632 | loss: 0.0311179 | val_loss: 0.031149 | Time: 1733.05 ms [2021-03-26 02:45:14 main:581] : INFO : Epoch 1633 | loss: 0.0311183 | val_loss: 0.0311516 | Time: 1720.98 ms [2021-03-26 02:45:16 main:581] : INFO : Epoch 1634 | loss: 0.0311178 | val_loss: 0.0311572 | Time: 1724.74 ms [2021-03-26 02:45:18 main:581] : INFO : Epoch 1635 | loss: 0.0311191 | val_loss: 0.0311581 | Time: 1717.53 ms [2021-03-26 02:45:20 main:581] : INFO : Epoch 1636 | loss: 0.0311205 | val_loss: 0.0311508 | Time: 1728.14 ms [2021-03-26 02:45:21 main:581] : INFO : Epoch 1637 | loss: 0.0311208 | val_loss: 0.0311518 | Time: 1739.88 ms [2021-03-26 02:45:23 main:581] : INFO : Epoch 1638 | loss: 0.0311216 | val_loss: 0.0311519 | Time: 1749.64 ms [2021-03-26 02:45:25 main:581] : INFO : Epoch 1639 | loss: 0.03112 | val_loss: 0.0311528 | Time: 1775.8 ms [2021-03-26 02:45:27 main:581] : INFO : Epoch 1640 | loss: 0.0311181 | val_loss: 0.031148 | Time: 1825.37 ms [2021-03-26 02:45:28 main:581] : INFO : Epoch 1641 | loss: 0.0311201 | val_loss: 0.0311485 | Time: 1751.3 ms [2021-03-26 02:45:30 main:581] : INFO : Epoch 1642 | loss: 0.0311216 | val_loss: 0.0311522 | Time: 1747.46 ms [2021-03-26 02:45:32 main:581] : INFO : Epoch 1643 | loss: 0.0311271 | val_loss: 0.0311542 | Time: 1733.86 ms [2021-03-26 02:45:34 main:581] : INFO : Epoch 1644 | loss: 0.0311265 | val_loss: 0.0311581 | Time: 1730.55 ms [2021-03-26 02:45:35 main:581] : INFO : Epoch 1645 | loss: 0.0311281 | val_loss: 0.031159 | Time: 1731.98 ms [2021-03-26 02:45:37 main:581] : INFO : Epoch 1646 | loss: 0.0311291 | val_loss: 0.0311614 | Time: 1733.98 ms [2021-03-26 02:45:39 main:581] : INFO : Epoch 1647 | loss: 0.0311296 | val_loss: 0.0311647 | Time: 1749.5 ms [2021-03-26 02:45:41 main:581] : INFO : Epoch 1648 | loss: 0.0311321 | val_loss: 0.031166 | Time: 1756.14 ms [2021-03-26 02:45:42 main:581] : INFO : Epoch 1649 | loss: 0.0311316 | val_loss: 0.0311592 | Time: 1759.36 ms [2021-03-26 02:45:44 main:581] : INFO : Epoch 1650 | loss: 0.03113 | val_loss: 0.0311578 | Time: 1782.93 ms [2021-03-26 02:45:46 main:581] : INFO : Epoch 1651 | loss: 0.0311285 | val_loss: 0.0311579 | Time: 1746.09 ms [2021-03-26 02:45:48 main:581] : INFO : Epoch 1652 | loss: 0.0311323 | val_loss: 0.0311633 | Time: 1760.03 ms [2021-03-26 02:45:50 main:581] : INFO : Epoch 1653 | loss: 0.0311332 | val_loss: 0.0311575 | Time: 2017.59 ms [2021-03-26 02:45:52 main:581] : INFO : Epoch 1654 | loss: 0.0311317 | val_loss: 0.0311571 | Time: 2041.44 ms [2021-03-26 02:45:54 main:581] : INFO : Epoch 1655 | loss: 0.0311283 | val_loss: 0.0311585 | Time: 2036.17 ms [2021-03-26 02:45:56 main:581] : INFO : Epoch 1656 | loss: 0.0311279 | val_loss: 0.031165 | Time: 2031.79 ms [2021-03-26 02:45:58 main:581] : INFO : Epoch 1657 | loss: 0.0311265 | val_loss: 0.0311525 | Time: 1873.76 ms [2021-03-26 02:45:59 main:581] : INFO : Epoch 1658 | loss: 0.0311248 | val_loss: 0.0311551 | Time: 1740.2 ms [2021-03-26 02:46:01 main:581] : INFO : Epoch 1659 | loss: 0.0311234 | val_loss: 0.0311566 | Time: 1738.23 ms [2021-03-26 02:46:03 main:581] : INFO : Epoch 1660 | loss: 0.0311218 | val_loss: 0.0311564 | Time: 1734.31 ms [2021-03-26 02:46:05 main:581] : INFO : Epoch 1661 | loss: 0.0311218 | val_loss: 0.0311565 | Time: 1737.06 ms [2021-03-26 02:46:06 main:581] : INFO : Epoch 1662 | loss: 0.0311225 | val_loss: 0.0311605 | Time: 1751.35 ms [2021-03-26 02:46:08 main:581] : INFO : Epoch 1663 | loss: 0.0311232 | val_loss: 0.0311578 | Time: 1762.51 ms [2021-03-26 02:46:10 main:581] : INFO : Epoch 1664 | loss: 0.0311219 | val_loss: 0.0311587 | Time: 1741.77 ms [2021-03-26 02:46:12 main:581] : INFO : Epoch 1665 | loss: 0.0311241 | val_loss: 0.0311591 | Time: 1765.44 ms [2021-03-26 02:46:13 main:581] : INFO : Epoch 1666 | loss: 0.0311249 | val_loss: 0.0311596 | Time: 1775.61 ms [2021-03-26 02:46:15 main:581] : INFO : Epoch 1667 | loss: 0.0311249 | val_loss: 0.0311596 | Time: 1735.73 ms [2021-03-26 02:46:17 main:581] : INFO : Epoch 1668 | loss: 0.0311231 | val_loss: 0.0311521 | Time: 1751.73 ms [2021-03-26 02:46:19 main:581] : INFO : Epoch 1669 | loss: 0.0311213 | val_loss: 0.0311531 | Time: 1758.23 ms [2021-03-26 02:46:20 main:581] : INFO : Epoch 1670 | loss: 0.0311262 | val_loss: 0.0311515 | Time: 1735.51 ms [2021-03-26 02:46:22 main:581] : INFO : Epoch 1671 | loss: 0.0311259 | val_loss: 0.0311525 | Time: 1747.13 ms [2021-03-26 02:46:24 main:581] : INFO : Epoch 1672 | loss: 0.0311245 | val_loss: 0.0311538 | Time: 1756.85 ms [2021-03-26 02:46:26 main:581] : INFO : Epoch 1673 | loss: 0.031124 | val_loss: 0.0311552 | Time: 1764.97 ms [2021-03-26 02:46:27 main:581] : INFO : Epoch 1674 | loss: 0.0311235 | val_loss: 0.0311494 | Time: 1801.66 ms [2021-03-26 02:46:29 main:581] : INFO : Epoch 1675 | loss: 0.0311228 | val_loss: 0.0311513 | Time: 1741.01 ms [2021-03-26 02:46:31 main:581] : INFO : Epoch 1676 | loss: 0.0311244 | val_loss: 0.03115 | Time: 1746.68 ms [2021-03-26 02:46:33 main:581] : INFO : Epoch 1677 | loss: 0.0311206 | val_loss: 0.0311523 | Time: 1759.82 ms [2021-03-26 02:46:34 main:581] : INFO : Epoch 1678 | loss: 0.0311199 | val_loss: 0.0311567 | Time: 1770.17 ms [2021-03-26 02:46:36 main:581] : INFO : Epoch 1679 | loss: 0.031121 | val_loss: 0.0311587 | Time: 1822.89 ms [2021-03-26 02:46:38 main:581] : INFO : Epoch 1680 | loss: 0.0311213 | val_loss: 0.0311595 | Time: 1768.62 ms [2021-03-26 02:46:40 main:581] : INFO : Epoch 1681 | loss: 0.0311185 | val_loss: 0.031155 | Time: 1746.39 ms [2021-03-26 02:46:42 main:581] : INFO : Epoch 1682 | loss: 0.0311202 | val_loss: 0.0311545 | Time: 1921.58 ms [2021-03-26 02:46:44 main:581] : INFO : Epoch 1683 | loss: 0.0311216 | val_loss: 0.0311527 | Time: 2045.39 ms [2021-03-26 02:46:46 main:581] : INFO : Epoch 1684 | loss: 0.0311214 | val_loss: 0.0311553 | Time: 2043.82 ms [2021-03-26 02:46:48 main:581] : INFO : Epoch 1685 | loss: 0.0311207 | val_loss: 0.0311534 | Time: 2059.04 ms [2021-03-26 02:46:50 main:581] : INFO : Epoch 1686 | loss: 0.0311239 | val_loss: 0.0311539 | Time: 1868.15 ms [2021-03-26 02:46:52 main:581] : INFO : Epoch 1687 | loss: 0.0311189 | val_loss: 0.0311518 | Time: 1757.74 ms [2021-03-26 02:46:53 main:581] : INFO : Epoch 1688 | loss: 0.0311174 | val_loss: 0.0311499 | Time: 1763.93 ms [2021-03-26 02:46:55 main:581] : INFO : Epoch 1689 | loss: 0.0311186 | val_loss: 0.0311532 | Time: 1796.88 ms [2021-03-26 02:46:57 main:581] : INFO : Epoch 1690 | loss: 0.0311201 | val_loss: 0.0311526 | Time: 1739.97 ms [2021-03-26 02:46:59 main:581] : INFO : Epoch 1691 | loss: 0.0311188 | val_loss: 0.0311504 | Time: 1729.51 ms [2021-03-26 02:47:00 main:581] : INFO : Epoch 1692 | loss: 0.0311181 | val_loss: 0.0311561 | Time: 1729.19 ms [2021-03-26 02:47:02 main:581] : INFO : Epoch 1693 | loss: 0.0311181 | val_loss: 0.0311607 | Time: 1731.5 ms [2021-03-26 02:47:04 main:581] : INFO : Epoch 1694 | loss: 0.0311196 | val_loss: 0.0311524 | Time: 1747.17 ms [2021-03-26 02:47:06 main:581] : INFO : Epoch 1695 | loss: 0.0311232 | val_loss: 0.0311517 | Time: 1757.72 ms [2021-03-26 02:47:07 main:581] : INFO : Epoch 1696 | loss: 0.0311235 | val_loss: 0.0311579 | Time: 1756.36 ms [2021-03-26 02:47:09 main:581] : INFO : Epoch 1697 | loss: 0.0311255 | val_loss: 0.0311529 | Time: 1876.55 ms [2021-03-26 02:47:11 main:581] : INFO : Epoch 1698 | loss: 0.0311226 | val_loss: 0.0311603 | Time: 2147.27 ms [2021-03-26 02:47:13 main:581] : INFO : Epoch 1699 | loss: 0.0311239 | val_loss: 0.0311548 | Time: 2140.67 ms [2021-03-26 02:47:15 main:581] : INFO : Epoch 1700 | loss: 0.0311232 | val_loss: 0.0311497 | Time: 2041.14 ms [2021-03-26 02:47:17 main:581] : INFO : Epoch 1701 | loss: 0.0311264 | val_loss: 0.0311496 | Time: 1947.02 ms [2021-03-26 02:47:19 main:581] : INFO : Epoch 1702 | loss: 0.0311244 | val_loss: 0.0311509 | Time: 1730.31 ms [2021-03-26 02:47:21 main:581] : INFO : Epoch 1703 | loss: 0.0311254 | val_loss: 0.0311546 | Time: 1747.26 ms [2021-03-26 02:47:23 main:581] : INFO : Epoch 1704 | loss: 0.031124 | val_loss: 0.0311528 | Time: 1746.39 ms [2021-03-26 02:47:25 main:581] : INFO : Epoch 1705 | loss: 0.031124 | val_loss: 0.0311556 | Time: 2055.88 ms [2021-03-26 02:47:27 main:581] : INFO : Epoch 1706 | loss: 0.0311268 | val_loss: 0.0311538 | Time: 2039.7 ms [2021-03-26 02:47:29 main:581] : INFO : Epoch 1707 | loss: 0.0311226 | val_loss: 0.0311501 | Time: 2029.82 ms [2021-03-26 02:47:31 main:581] : INFO : Epoch 1708 | loss: 0.0311218 | val_loss: 0.0311522 | Time: 2045.77 ms [2021-03-26 02:47:33 main:581] : INFO : Epoch 1709 | loss: 0.0311207 | val_loss: 0.0311508 | Time: 2023.08 ms [2021-03-26 02:47:35 main:581] : INFO : Epoch 1710 | loss: 0.0311185 | val_loss: 0.0311543 | Time: 2069.92 ms [2021-03-26 02:47:37 main:581] : INFO : Epoch 1711 | loss: 0.0311201 | val_loss: 0.031153 | Time: 2020.61 ms [2021-03-26 02:47:39 main:581] : INFO : Epoch 1712 | loss: 0.031118 | val_loss: 0.0311533 | Time: 2041.79 ms [2021-03-26 02:47:41 main:581] : INFO : Epoch 1713 | loss: 0.0311203 | val_loss: 0.0311532 | Time: 2026.57 ms [2021-03-26 02:47:43 main:581] : INFO : Epoch 1714 | loss: 0.0311197 | val_loss: 0.0311512 | Time: 2055.56 ms [2021-03-26 02:47:45 main:581] : INFO : Epoch 1715 | loss: 0.0311176 | val_loss: 0.031152 | Time: 2021.66 ms [2021-03-26 02:47:47 main:581] : INFO : Epoch 1716 | loss: 0.0311207 | val_loss: 0.031155 | Time: 1824.72 ms [2021-03-26 02:47:49 main:581] : INFO : Epoch 1717 | loss: 0.0311219 | val_loss: 0.0311529 | Time: 1751.39 ms [2021-03-26 02:47:50 main:581] : INFO : Epoch 1718 | loss: 0.0311199 | val_loss: 0.0311523 | Time: 1797.83 ms [2021-03-26 02:47:52 main:581] : INFO : Epoch 1719 | loss: 0.0311199 | val_loss: 0.0311528 | Time: 1773.61 ms [2021-03-26 02:47:54 main:581] : INFO : Epoch 1720 | loss: 0.0311182 | val_loss: 0.0311534 | Time: 1888.93 ms [2021-03-26 02:47:56 main:581] : INFO : Epoch 1721 | loss: 0.0311175 | val_loss: 0.0311532 | Time: 2016.27 ms [2021-03-26 02:47:58 main:581] : INFO : Epoch 1722 | loss: 0.0311181 | val_loss: 0.0311509 | Time: 2036.02 ms [2021-03-26 02:48:00 main:581] : INFO : Epoch 1723 | loss: 0.0311182 | val_loss: 0.0311515 | Time: 2034.42 ms [2021-03-26 02:48:02 main:581] : INFO : Epoch 1724 | loss: 0.0311208 | val_loss: 0.0311518 | Time: 1993.18 ms [2021-03-26 02:48:04 main:581] : INFO : Epoch 1725 | loss: 0.0311175 | val_loss: 0.0311527 | Time: 2030.84 ms [2021-03-26 02:48:06 main:581] : INFO : Epoch 1726 | loss: 0.0311163 | val_loss: 0.0311545 | Time: 1845.54 ms [2021-03-26 02:48:08 main:581] : INFO : Epoch 1727 | loss: 0.0311164 | val_loss: 0.0311577 | Time: 1947.88 ms [2021-03-26 02:48:10 main:581] : INFO : Epoch 1728 | loss: 0.0311168 | val_loss: 0.0311566 | Time: 2062.74 ms [2021-03-26 02:48:12 main:581] : INFO : Epoch 1729 | loss: 0.0311173 | val_loss: 0.0311601 | Time: 2046.02 ms [2021-03-26 02:48:14 main:581] : INFO : Epoch 1730 | loss: 0.031115 | val_loss: 0.0311535 | Time: 1753.34 ms [2021-03-26 02:48:16 main:581] : INFO : Epoch 1731 | loss: 0.0311147 | val_loss: 0.0311546 | Time: 1781.44 ms [2021-03-26 02:48:17 main:581] : INFO : Epoch 1732 | loss: 0.0311149 | val_loss: 0.0311555 | Time: 1806.1 ms [2021-03-26 02:48:19 main:581] : INFO : Epoch 1733 | loss: 0.0311158 | val_loss: 0.0311532 | Time: 1745.9 ms [2021-03-26 02:48:21 main:581] : INFO : Epoch 1734 | loss: 0.0311162 | val_loss: 0.0311513 | Time: 1739.33 ms [2021-03-26 02:48:23 main:581] : INFO : Epoch 1735 | loss: 0.031116 | val_loss: 0.0311531 | Time: 1815.04 ms [2021-03-26 02:48:25 main:581] : INFO : Epoch 1736 | loss: 0.0311153 | val_loss: 0.031152 | Time: 1748.98 ms [2021-03-26 02:48:26 main:581] : INFO : Epoch 1737 | loss: 0.0311163 | val_loss: 0.0311569 | Time: 1734.23 ms [2021-03-26 02:48:28 main:581] : INFO : Epoch 1738 | loss: 0.0311204 | val_loss: 0.0311557 | Time: 1725.6 ms [2021-03-26 02:48:30 main:581] : INFO : Epoch 1739 | loss: 0.0311211 | val_loss: 0.0311553 | Time: 1727.19 ms [2021-03-26 02:48:31 main:581] : INFO : Epoch 1740 | loss: 0.0311167 | val_loss: 0.0311561 | Time: 1731.99 ms [2021-03-26 02:48:33 main:581] : INFO : Epoch 1741 | loss: 0.0311157 | val_loss: 0.031154 | Time: 1747.21 ms [2021-03-26 02:48:35 main:581] : INFO : Epoch 1742 | loss: 0.0311195 | val_loss: 0.0311607 | Time: 1807.19 ms [2021-03-26 02:48:37 main:581] : INFO : Epoch 1743 | loss: 0.0311221 | val_loss: 0.0311501 | Time: 2022.56 ms [2021-03-26 02:48:39 main:581] : INFO : Epoch 1744 | loss: 0.0311199 | val_loss: 0.031153 | Time: 2033.79 ms [2021-03-26 02:48:41 main:581] : INFO : Epoch 1745 | loss: 0.0311176 | val_loss: 0.0311544 | Time: 2034.15 ms [2021-03-26 02:48:43 main:581] : INFO : Epoch 1746 | loss: 0.031115 | val_loss: 0.0311573 | Time: 2085.45 ms [2021-03-26 02:48:45 main:581] : INFO : Epoch 1747 | loss: 0.031115 | val_loss: 0.0311497 | Time: 2028.43 ms [2021-03-26 02:48:47 main:581] : INFO : Epoch 1748 | loss: 0.0311146 | val_loss: 0.0311508 | Time: 2026.98 ms [2021-03-26 02:48:49 main:581] : INFO : Epoch 1749 | loss: 0.031115 | val_loss: 0.0311528 | Time: 2027.24 ms [2021-03-26 02:48:51 main:581] : INFO : Epoch 1750 | loss: 0.0311147 | val_loss: 0.0311516 | Time: 2030.71 ms [2021-03-26 02:48:53 main:581] : INFO : Epoch 1751 | loss: 0.0311148 | val_loss: 0.0311527 | Time: 2033.92 ms [2021-03-26 02:48:55 main:581] : INFO : Epoch 1752 | loss: 0.0311155 | val_loss: 0.0311603 | Time: 1838.75 ms [2021-03-26 02:48:57 main:581] : INFO : Epoch 1753 | loss: 0.0311135 | val_loss: 0.0311591 | Time: 1726.07 ms [2021-03-26 02:48:59 main:581] : INFO : Epoch 1754 | loss: 0.0311141 | val_loss: 0.0311535 | Time: 1724.89 ms [2021-03-26 02:49:00 main:581] : INFO : Epoch 1755 | loss: 0.0311135 | val_loss: 0.0311541 | Time: 1729.99 ms [2021-03-26 02:49:02 main:581] : INFO : Epoch 1756 | loss: 0.0311171 | val_loss: 0.0311626 | Time: 1784.46 ms [2021-03-26 02:49:04 main:581] : INFO : Epoch 1757 | loss: 0.0311246 | val_loss: 0.0311553 | Time: 1782.82 ms [2021-03-26 02:49:06 main:581] : INFO : Epoch 1758 | loss: 0.0311214 | val_loss: 0.0311523 | Time: 1742.68 ms [2021-03-26 02:49:07 main:581] : INFO : Epoch 1759 | loss: 0.0311194 | val_loss: 0.0311557 | Time: 1730.98 ms [2021-03-26 02:49:09 main:581] : INFO : Epoch 1760 | loss: 0.0311213 | val_loss: 0.0311541 | Time: 1863.57 ms [2021-03-26 02:49:11 main:581] : INFO : Epoch 1761 | loss: 0.0311219 | val_loss: 0.0311581 | Time: 2066.58 ms [2021-03-26 02:49:13 main:581] : INFO : Epoch 1762 | loss: 0.0311193 | val_loss: 0.0311558 | Time: 2058.27 ms [2021-03-26 02:49:15 main:581] : INFO : Epoch 1763 | loss: 0.0311212 | val_loss: 0.0311565 | Time: 1828.93 ms [2021-03-26 02:49:17 main:581] : INFO : Epoch 1764 | loss: 0.031118 | val_loss: 0.0311542 | Time: 1727.22 ms [2021-03-26 02:49:19 main:581] : INFO : Epoch 1765 | loss: 0.031118 | val_loss: 0.0311528 | Time: 1726.56 ms [2021-03-26 02:49:20 main:581] : INFO : Epoch 1766 | loss: 0.0311174 | val_loss: 0.0311559 | Time: 1786.76 ms [2021-03-26 02:49:22 main:581] : INFO : Epoch 1767 | loss: 0.0311161 | val_loss: 0.0311585 | Time: 1797.42 ms [2021-03-26 02:49:24 main:581] : INFO : Epoch 1768 | loss: 0.0311179 | val_loss: 0.0311677 | Time: 1871.03 ms [2021-03-26 02:49:26 main:581] : INFO : Epoch 1769 | loss: 0.0311195 | val_loss: 0.0311581 | Time: 1758.64 ms [2021-03-26 02:49:28 main:581] : INFO : Epoch 1770 | loss: 0.0311166 | val_loss: 0.0311605 | Time: 1738.27 ms [2021-03-26 02:49:29 main:581] : INFO : Epoch 1771 | loss: 0.0311139 | val_loss: 0.0311513 | Time: 1722.87 ms [2021-03-26 02:49:31 main:581] : INFO : Epoch 1772 | loss: 0.0311135 | val_loss: 0.0311595 | Time: 1717.11 ms [2021-03-26 02:49:33 main:581] : INFO : Epoch 1773 | loss: 0.0311113 | val_loss: 0.0311576 | Time: 1723.32 ms [2021-03-26 02:49:35 main:581] : INFO : Epoch 1774 | loss: 0.0311187 | val_loss: 0.0311582 | Time: 1772.98 ms [2021-03-26 02:49:36 main:581] : INFO : Epoch 1775 | loss: 0.0311271 | val_loss: 0.0311577 | Time: 1761.83 ms [2021-03-26 02:49:38 main:581] : INFO : Epoch 1776 | loss: 0.0311233 | val_loss: 0.0311549 | Time: 1795.45 ms [2021-03-26 02:49:40 main:581] : INFO : Epoch 1777 | loss: 0.0311228 | val_loss: 0.0311615 | Time: 1771.89 ms [2021-03-26 02:49:42 main:581] : INFO : Epoch 1778 | loss: 0.0311207 | val_loss: 0.0311563 | Time: 1736.55 ms [2021-03-26 02:49:43 main:581] : INFO : Epoch 1779 | loss: 0.0311189 | val_loss: 0.0311552 | Time: 1727.94 ms [2021-03-26 02:49:45 main:581] : INFO : Epoch 1780 | loss: 0.0311193 | val_loss: 0.0311573 | Time: 1854.09 ms [2021-03-26 02:49:47 main:581] : INFO : Epoch 1781 | loss: 0.0311209 | val_loss: 0.0311566 | Time: 2041.02 ms [2021-03-26 02:49:49 main:581] : INFO : Epoch 1782 | loss: 0.0311201 | val_loss: 0.0311562 | Time: 2039.94 ms [2021-03-26 02:49:51 main:581] : INFO : Epoch 1783 | loss: 0.0311213 | val_loss: 0.0311613 | Time: 2067.47 ms [2021-03-26 02:49:53 main:581] : INFO : Epoch 1784 | loss: 0.0311195 | val_loss: 0.0311575 | Time: 1817.79 ms [2021-03-26 02:49:55 main:581] : INFO : Epoch 1785 | loss: 0.0311182 | val_loss: 0.031156 | Time: 1740.35 ms [2021-03-26 02:49:57 main:581] : INFO : Epoch 1786 | loss: 0.0311208 | val_loss: 0.031154 | Time: 1732.41 ms [2021-03-26 02:49:59 main:581] : INFO : Epoch 1787 | loss: 0.0311215 | val_loss: 0.0311558 | Time: 2035.37 ms [2021-03-26 02:50:01 main:581] : INFO : Epoch 1788 | loss: 0.0311223 | val_loss: 0.0311649 | Time: 2060.38 ms [2021-03-26 02:50:03 main:581] : INFO : Epoch 1789 | loss: 0.0311207 | val_loss: 0.0311572 | Time: 2046.54 ms [2021-03-26 02:50:05 main:581] : INFO : Epoch 1790 | loss: 0.031119 | val_loss: 0.0311593 | Time: 2047.33 ms [2021-03-26 02:50:07 main:581] : INFO : Epoch 1791 | loss: 0.031118 | val_loss: 0.0311572 | Time: 2064.58 ms [2021-03-26 02:50:09 main:581] : INFO : Epoch 1792 | loss: 0.0311201 | val_loss: 0.0311547 | Time: 2043.31 ms [2021-03-26 02:50:11 main:581] : INFO : Epoch 1793 | loss: 0.0311228 | val_loss: 0.031157 | Time: 1851.68 ms [2021-03-26 02:50:13 main:581] : INFO : Epoch 1794 | loss: 0.0311243 | val_loss: 0.0311523 | Time: 1744.58 ms [2021-03-26 02:50:14 main:581] : INFO : Epoch 1795 | loss: 0.0311261 | val_loss: 0.0311537 | Time: 1754.64 ms [2021-03-26 02:50:16 main:581] : INFO : Epoch 1796 | loss: 0.031127 | val_loss: 0.0311541 | Time: 1740.41 ms [2021-03-26 02:50:18 main:581] : INFO : Epoch 1797 | loss: 0.0311253 | val_loss: 0.0311509 | Time: 1985.92 ms [2021-03-26 02:50:20 main:581] : INFO : Epoch 1798 | loss: 0.0311226 | val_loss: 0.0311501 | Time: 2065.37 ms [2021-03-26 02:50:22 main:581] : INFO : Epoch 1799 | loss: 0.0311211 | val_loss: 0.0311477 | Time: 1905.71 ms [2021-03-26 02:50:24 main:581] : INFO : Epoch 1800 | loss: 0.031119 | val_loss: 0.0311506 | Time: 1835.29 ms [2021-03-26 02:50:26 main:581] : INFO : Epoch 1801 | loss: 0.0311202 | val_loss: 0.0311523 | Time: 1734.5 ms [2021-03-26 02:50:27 main:581] : INFO : Epoch 1802 | loss: 0.0311183 | val_loss: 0.0311512 | Time: 1729.18 ms [2021-03-26 02:50:29 main:581] : INFO : Epoch 1803 | loss: 0.0311212 | val_loss: 0.0311515 | Time: 1739.5 ms [2021-03-26 02:50:31 main:581] : INFO : Epoch 1804 | loss: 0.0311218 | val_loss: 0.0311499 | Time: 1747.97 ms [2021-03-26 02:50:33 main:581] : INFO : Epoch 1805 | loss: 0.0311196 | val_loss: 0.0311508 | Time: 1755.81 ms [2021-03-26 02:50:34 main:581] : INFO : Epoch 1806 | loss: 0.0311191 | val_loss: 0.0311522 | Time: 1786.34 ms [2021-03-26 02:50:36 main:581] : INFO : Epoch 1807 | loss: 0.0311183 | val_loss: 0.0311504 | Time: 1803.81 ms [2021-03-26 02:50:38 main:581] : INFO : Epoch 1808 | loss: 0.0311194 | val_loss: 0.0311469 | Time: 1911.5 ms [2021-03-26 02:50:40 main:581] : INFO : Epoch 1809 | loss: 0.0311187 | val_loss: 0.0311507 | Time: 2033.1 ms [2021-03-26 02:50:42 main:581] : INFO : Epoch 1810 | loss: 0.0311208 | val_loss: 0.0311517 | Time: 2021.42 ms [2021-03-26 02:50:44 main:581] : INFO : Epoch 1811 | loss: 0.0311174 | val_loss: 0.0311518 | Time: 1994.69 ms [2021-03-26 02:50:46 main:581] : INFO : Epoch 1812 | loss: 0.031116 | val_loss: 0.0311516 | Time: 2011.14 ms [2021-03-26 02:50:48 main:581] : INFO : Epoch 1813 | loss: 0.0311158 | val_loss: 0.0311524 | Time: 2021.46 ms [2021-03-26 02:50:50 main:581] : INFO : Epoch 1814 | loss: 0.0311179 | val_loss: 0.0311537 | Time: 2050.82 ms [2021-03-26 02:50:52 main:581] : INFO : Epoch 1815 | loss: 0.03112 | val_loss: 0.0311532 | Time: 1949.04 ms [2021-03-26 02:50:54 main:581] : INFO : Epoch 1816 | loss: 0.0311186 | val_loss: 0.0311543 | Time: 1783.82 ms [2021-03-26 02:50:56 main:581] : INFO : Epoch 1817 | loss: 0.0311182 | val_loss: 0.0311515 | Time: 1786.36 ms [2021-03-26 02:50:57 main:581] : INFO : Epoch 1818 | loss: 0.0311167 | val_loss: 0.0311494 | Time: 1809.88 ms [2021-03-26 02:51:00 main:581] : INFO : Epoch 1819 | loss: 0.0311165 | val_loss: 0.0311485 | Time: 2025.77 ms [2021-03-26 02:51:02 main:581] : INFO : Epoch 1820 | loss: 0.031117 | val_loss: 0.0311513 | Time: 2016.8 ms [2021-03-26 02:51:04 main:581] : INFO : Epoch 1821 | loss: 0.031116 | val_loss: 0.0311481 | Time: 2003.26 ms [2021-03-26 02:51:06 main:581] : INFO : Epoch 1822 | loss: 0.031116 | val_loss: 0.0311518 | Time: 2041.86 ms [2021-03-26 02:51:08 main:581] : INFO : Epoch 1823 | loss: 0.0311147 | val_loss: 0.0311539 | Time: 2069.22 ms [2021-03-26 02:51:10 main:581] : INFO : Epoch 1824 | loss: 0.0311144 | val_loss: 0.0311562 | Time: 2019.81 ms [2021-03-26 02:51:12 main:581] : INFO : Epoch 1825 | loss: 0.031115 | val_loss: 0.0311527 | Time: 2034 ms [2021-03-26 02:51:14 main:581] : INFO : Epoch 1826 | loss: 0.0311166 | val_loss: 0.0311656 | Time: 1991.19 ms [2021-03-26 02:51:15 main:581] : INFO : Epoch 1827 | loss: 0.0311361 | val_loss: 0.0312367 | Time: 1755.81 ms [2021-03-26 02:51:17 main:581] : INFO : Epoch 1828 | loss: 0.0319079 | val_loss: 0.031724 | Time: 1904.61 ms [2021-03-26 02:51:19 main:581] : INFO : Epoch 1829 | loss: 0.0318537 | val_loss: 0.0338695 | Time: 2039.91 ms [2021-03-26 02:51:21 main:581] : INFO : Epoch 1830 | loss: 0.0317993 | val_loss: 0.0313348 | Time: 1767.7 ms [2021-03-26 02:51:23 main:581] : INFO : Epoch 1831 | loss: 0.0311941 | val_loss: 0.0311821 | Time: 1728.74 ms [2021-03-26 02:51:25 main:581] : INFO : Epoch 1832 | loss: 0.0311329 | val_loss: 0.0311613 | Time: 1737.01 ms [2021-03-26 02:51:26 main:581] : INFO : Epoch 1833 | loss: 0.0311187 | val_loss: 0.03116 | Time: 1730.28 ms [2021-03-26 02:51:28 main:581] : INFO : Epoch 1834 | loss: 0.0311171 | val_loss: 0.0311576 | Time: 1735.17 ms [2021-03-26 02:51:30 main:581] : INFO : Epoch 1835 | loss: 0.031119 | val_loss: 0.0311591 | Time: 1748.84 ms [2021-03-26 02:51:32 main:581] : INFO : Epoch 1836 | loss: 0.0311185 | val_loss: 0.0311592 | Time: 1752.72 ms [2021-03-26 02:51:33 main:581] : INFO : Epoch 1837 | loss: 0.0311162 | val_loss: 0.0311596 | Time: 1739.56 ms [2021-03-26 02:51:35 main:581] : INFO : Epoch 1838 | loss: 0.0311161 | val_loss: 0.0311602 | Time: 1741.97 ms [2021-03-26 02:51:37 main:581] : INFO : Epoch 1839 | loss: 0.0311157 | val_loss: 0.0311551 | Time: 1937.92 ms [2021-03-26 02:51:39 main:581] : INFO : Epoch 1840 | loss: 0.0311196 | val_loss: 0.0311572 | Time: 2035.01 ms [2021-03-26 02:51:41 main:581] : INFO : Epoch 1841 | loss: 0.0311237 | val_loss: 0.0311556 | Time: 2039.54 ms [2021-03-26 02:51:43 main:581] : INFO : Epoch 1842 | loss: 0.0311223 | val_loss: 0.0311548 | Time: 2028.74 ms [2021-03-26 02:51:45 main:581] : INFO : Epoch 1843 | loss: 0.0311257 | val_loss: 0.0311522 | Time: 2024.44 ms [2021-03-26 02:51:47 main:581] : INFO : Epoch 1844 | loss: 0.031123 | val_loss: 0.0311509 | Time: 2052.89 ms [2021-03-26 02:51:49 main:581] : INFO : Epoch 1845 | loss: 0.031127 | val_loss: 0.0311506 | Time: 2027.95 ms [2021-03-26 02:51:51 main:581] : INFO : Epoch 1846 | loss: 0.0311241 | val_loss: 0.0311517 | Time: 2066.88 ms [2021-03-26 02:51:53 main:581] : INFO : Epoch 1847 | loss: 0.031122 | val_loss: 0.0311483 | Time: 2044.71 ms [2021-03-26 02:51:55 main:581] : INFO : Epoch 1848 | loss: 0.0311257 | val_loss: 0.0311471 | Time: 2033.31 ms [2021-03-26 02:51:57 main:581] : INFO : Epoch 1849 | loss: 0.0311256 | val_loss: 0.0311495 | Time: 2121.59 ms [2021-03-26 02:51:59 main:581] : INFO : Epoch 1850 | loss: 0.0311243 | val_loss: 0.0311507 | Time: 1999.06 ms [2021-03-26 02:52:02 main:581] : INFO : Epoch 1851 | loss: 0.0311232 | val_loss: 0.0311504 | Time: 2017.2 ms [2021-03-26 02:52:04 main:581] : INFO : Epoch 1852 | loss: 0.0311245 | val_loss: 0.0311501 | Time: 2039.64 ms [2021-03-26 02:52:06 main:581] : INFO : Epoch 1853 | loss: 0.0311248 | val_loss: 0.0311496 | Time: 2036.63 ms [2021-03-26 02:52:08 main:581] : INFO : Epoch 1854 | loss: 0.0311217 | val_loss: 0.0311475 | Time: 2035.4 ms [2021-03-26 02:52:10 main:581] : INFO : Epoch 1855 | loss: 0.0311191 | val_loss: 0.0311524 | Time: 2052.77 ms [2021-03-26 02:52:12 main:581] : INFO : Epoch 1856 | loss: 0.0311198 | val_loss: 0.0311535 | Time: 2029.03 ms [2021-03-26 02:52:14 main:581] : INFO : Epoch 1857 | loss: 0.0311226 | val_loss: 0.0311519 | Time: 2036.11 ms [2021-03-26 02:52:16 main:581] : INFO : Epoch 1858 | loss: 0.031125 | val_loss: 0.03115 | Time: 2025.26 ms [2021-03-26 02:52:18 main:581] : INFO : Epoch 1859 | loss: 0.0311241 | val_loss: 0.0311487 | Time: 2022.79 ms [2021-03-26 02:52:20 main:581] : INFO : Epoch 1860 | loss: 0.0311228 | val_loss: 0.0311506 | Time: 1978.55 ms [2021-03-26 02:52:22 main:581] : INFO : Epoch 1861 | loss: 0.0311211 | val_loss: 0.0311495 | Time: 1745.62 ms [2021-03-26 02:52:23 main:581] : INFO : Epoch 1862 | loss: 0.0311196 | val_loss: 0.0311476 | Time: 1759.68 ms [2021-03-26 02:52:25 main:581] : INFO : Epoch 1863 | loss: 0.0311184 | val_loss: 0.0311482 | Time: 1748.37 ms [2021-03-26 02:52:27 main:581] : INFO : Epoch 1864 | loss: 0.0311177 | val_loss: 0.0311498 | Time: 1752.1 ms [2021-03-26 02:52:29 main:581] : INFO : Epoch 1865 | loss: 0.0311165 | val_loss: 0.0311462 | Time: 1782.36 ms [2021-03-26 02:52:30 main:581] : INFO : Epoch 1866 | loss: 0.0311166 | val_loss: 0.03115 | Time: 1744.49 ms [2021-03-26 02:52:32 main:581] : INFO : Epoch 1867 | loss: 0.0311162 | val_loss: 0.0311484 | Time: 1858.52 ms [2021-03-26 02:52:34 main:581] : INFO : Epoch 1868 | loss: 0.0311177 | val_loss: 0.0311501 | Time: 2058.55 ms [2021-03-26 02:52:36 main:581] : INFO : Epoch 1869 | loss: 0.0311172 | val_loss: 0.0311496 | Time: 2006.77 ms [2021-03-26 02:52:38 main:581] : INFO : Epoch 1870 | loss: 0.0311184 | val_loss: 0.0311482 | Time: 2040.67 ms [2021-03-26 02:52:40 main:581] : INFO : Epoch 1871 | loss: 0.0311176 | val_loss: 0.0311483 | Time: 2054.83 ms [2021-03-26 02:52:42 main:581] : INFO : Epoch 1872 | loss: 0.0311185 | val_loss: 0.0311473 | Time: 2043.01 ms [2021-03-26 02:52:44 main:581] : INFO : Epoch 1873 | loss: 0.0311178 | val_loss: 0.0311502 | Time: 1904.51 ms [2021-03-26 02:52:46 main:581] : INFO : Epoch 1874 | loss: 0.0311181 | val_loss: 0.0311499 | Time: 1743.34 ms [2021-03-26 02:52:48 main:581] : INFO : Epoch 1875 | loss: 0.0311175 | val_loss: 0.0311562 | Time: 1735.19 ms [2021-03-26 02:52:50 main:581] : INFO : Epoch 1876 | loss: 0.0311163 | val_loss: 0.0311554 | Time: 1991.97 ms [2021-03-26 02:52:52 main:581] : INFO : Epoch 1877 | loss: 0.031116 | val_loss: 0.031152 | Time: 1918.09 ms [2021-03-26 02:52:54 main:581] : INFO : Epoch 1878 | loss: 0.0311193 | val_loss: 0.0311509 | Time: 2049.65 ms [2021-03-26 02:52:56 main:581] : INFO : Epoch 1879 | loss: 0.0311175 | val_loss: 0.0311535 | Time: 2024.11 ms [2021-03-26 02:52:58 main:581] : INFO : Epoch 1880 | loss: 0.0311167 | val_loss: 0.0311549 | Time: 2015.68 ms [2021-03-26 02:53:00 main:581] : INFO : Epoch 1881 | loss: 0.0311189 | val_loss: 0.0311542 | Time: 1824.3 ms [2021-03-26 02:53:01 main:581] : INFO : Epoch 1882 | loss: 0.0311194 | val_loss: 0.0311504 | Time: 1730.01 ms [2021-03-26 02:53:03 main:581] : INFO : Epoch 1883 | loss: 0.0311198 | val_loss: 0.0311551 | Time: 1734.35 ms [2021-03-26 02:53:05 main:581] : INFO : Epoch 1884 | loss: 0.0311234 | val_loss: 0.0311507 | Time: 1776.48 ms [2021-03-26 02:53:07 main:581] : INFO : Epoch 1885 | loss: 0.031122 | val_loss: 0.0311522 | Time: 2049.68 ms [2021-03-26 02:53:09 main:581] : INFO : Epoch 1886 | loss: 0.0311211 | val_loss: 0.0311509 | Time: 2038.2 ms [2021-03-26 02:53:11 main:581] : INFO : Epoch 1887 | loss: 0.0311206 | val_loss: 0.0311498 | Time: 1883.61 ms [2021-03-26 02:53:13 main:581] : INFO : Epoch 1888 | loss: 0.03112 | val_loss: 0.031151 | Time: 1728.37 ms [2021-03-26 02:53:14 main:581] : INFO : Epoch 1889 | loss: 0.0311205 | val_loss: 0.0311568 | Time: 1731.14 ms [2021-03-26 02:53:16 main:581] : INFO : Epoch 1890 | loss: 0.0311188 | val_loss: 0.0311495 | Time: 1741.19 ms [2021-03-26 02:53:18 main:581] : INFO : Epoch 1891 | loss: 0.031117 | val_loss: 0.0311504 | Time: 1759.8 ms [2021-03-26 02:53:20 main:581] : INFO : Epoch 1892 | loss: 0.0311173 | val_loss: 0.0311551 | Time: 1854.6 ms [2021-03-26 02:53:21 main:581] : INFO : Epoch 1893 | loss: 0.0311176 | val_loss: 0.0311535 | Time: 1757.24 ms [2021-03-26 02:53:23 main:581] : INFO : Epoch 1894 | loss: 0.0311153 | val_loss: 0.0311534 | Time: 1766.56 ms [2021-03-26 02:53:25 main:581] : INFO : Epoch 1895 | loss: 0.031115 | val_loss: 0.0311545 | Time: 1783.48 ms [2021-03-26 02:53:27 main:581] : INFO : Epoch 1896 | loss: 0.031115 | val_loss: 0.0311509 | Time: 1742.78 ms [2021-03-26 02:53:28 main:581] : INFO : Epoch 1897 | loss: 0.0311175 | val_loss: 0.031152 | Time: 1719.73 ms [2021-03-26 02:53:30 main:581] : INFO : Epoch 1898 | loss: 0.0311159 | val_loss: 0.0311453 | Time: 1742.61 ms [2021-03-26 02:53:32 main:581] : INFO : Epoch 1899 | loss: 0.0311166 | val_loss: 0.0311512 | Time: 1771.59 ms [2021-03-26 02:53:34 main:581] : INFO : Epoch 1900 | loss: 0.0311186 | val_loss: 0.0311506 | Time: 1976.24 ms [2021-03-26 02:53:36 main:581] : INFO : Epoch 1901 | loss: 0.0311274 | val_loss: 0.0311552 | Time: 2037.38 ms [2021-03-26 02:53:38 main:581] : INFO : Epoch 1902 | loss: 0.0311265 | val_loss: 0.0311573 | Time: 2011.88 ms [2021-03-26 02:53:40 main:581] : INFO : Epoch 1903 | loss: 0.0311271 | val_loss: 0.0311535 | Time: 2034.24 ms [2021-03-26 02:53:42 main:581] : INFO : Epoch 1904 | loss: 0.0311255 | val_loss: 0.0311556 | Time: 2040.78 ms [2021-03-26 02:53:44 main:581] : INFO : Epoch 1905 | loss: 0.0311235 | val_loss: 0.031158 | Time: 2020.58 ms [2021-03-26 02:53:46 main:581] : INFO : Epoch 1906 | loss: 0.0311248 | val_loss: 0.0311575 | Time: 1889.33 ms [2021-03-26 02:53:48 main:581] : INFO : Epoch 1907 | loss: 0.031126 | val_loss: 0.0311561 | Time: 1737.93 ms [2021-03-26 02:53:49 main:581] : INFO : Epoch 1908 | loss: 0.0311222 | val_loss: 0.031156 | Time: 1743.71 ms [2021-03-26 02:53:51 main:581] : INFO : Epoch 1909 | loss: 0.0311207 | val_loss: 0.0311554 | Time: 1796.28 ms [2021-03-26 02:53:53 main:581] : INFO : Epoch 1910 | loss: 0.03112 | val_loss: 0.0311542 | Time: 1771.99 ms [2021-03-26 02:53:55 main:581] : INFO : Epoch 1911 | loss: 0.0311219 | val_loss: 0.0311488 | Time: 1743.68 ms [2021-03-26 02:53:56 main:581] : INFO : Epoch 1912 | loss: 0.0311248 | val_loss: 0.0311522 | Time: 1755.38 ms [2021-03-26 02:53:58 main:581] : INFO : Epoch 1913 | loss: 0.0311235 | val_loss: 0.0311532 | Time: 1741.6 ms [2021-03-26 02:54:00 main:581] : INFO : Epoch 1914 | loss: 0.0311265 | val_loss: 0.0311496 | Time: 1782.5 ms [2021-03-26 02:54:02 main:581] : INFO : Epoch 1915 | loss: 0.0311256 | val_loss: 0.0311456 | Time: 1781.8 ms [2021-03-26 02:54:03 main:581] : INFO : Epoch 1916 | loss: 0.0311237 | val_loss: 0.0311455 | Time: 1747.23 ms [2021-03-26 02:54:05 main:581] : INFO : Epoch 1917 | loss: 0.031122 | val_loss: 0.0311465 | Time: 1750.89 ms [2021-03-26 02:54:07 main:581] : INFO : Epoch 1918 | loss: 0.031121 | val_loss: 0.0311471 | Time: 1787.7 ms [2021-03-26 02:54:09 main:581] : INFO : Epoch 1919 | loss: 0.0311223 | val_loss: 0.0311482 | Time: 1797.24 ms [2021-03-26 02:54:11 main:581] : INFO : Epoch 1920 | loss: 0.0311215 | val_loss: 0.0311514 | Time: 1999.07 ms [2021-03-26 02:54:13 main:581] : INFO : Epoch 1921 | loss: 0.0311246 | val_loss: 0.0311491 | Time: 2040.78 ms [2021-03-26 02:54:15 main:581] : INFO : Epoch 1922 | loss: 0.0311304 | val_loss: 0.0311513 | Time: 2065.79 ms [2021-03-26 02:54:17 main:581] : INFO : Epoch 1923 | loss: 0.0311354 | val_loss: 0.0311512 | Time: 2019.05 ms [2021-03-26 02:54:19 main:581] : INFO : Epoch 1924 | loss: 0.0311342 | val_loss: 0.0311539 | Time: 2039.63 ms [2021-03-26 02:54:21 main:581] : INFO : Epoch 1925 | loss: 0.0311358 | val_loss: 0.0311517 | Time: 1931.36 ms [2021-03-26 02:54:23 main:581] : INFO : Epoch 1926 | loss: 0.0311319 | val_loss: 0.0311523 | Time: 1771.97 ms [2021-03-26 02:54:24 main:581] : INFO : Epoch 1927 | loss: 0.0311303 | val_loss: 0.0311512 | Time: 1751.05 ms [2021-03-26 02:54:26 main:581] : INFO : Epoch 1928 | loss: 0.0311294 | val_loss: 0.0311474 | Time: 1872.46 ms [2021-03-26 02:54:28 main:581] : INFO : Epoch 1929 | loss: 0.0311284 | val_loss: 0.03115 | Time: 2030.45 ms [2021-03-26 02:54:30 main:581] : INFO : Epoch 1930 | loss: 0.0311279 | val_loss: 0.0311459 | Time: 2028.99 ms [2021-03-26 02:54:32 main:581] : INFO : Epoch 1931 | loss: 0.0311267 | val_loss: 0.0311495 | Time: 2024.91 ms [2021-03-26 02:54:35 main:581] : INFO : Epoch 1932 | loss: 0.0311267 | val_loss: 0.0311492 | Time: 2093.62 ms [2021-03-26 02:54:37 main:581] : INFO : Epoch 1933 | loss: 0.0311252 | val_loss: 0.0311502 | Time: 2028.47 ms [2021-03-26 02:54:39 main:581] : INFO : Epoch 1934 | loss: 0.0311257 | val_loss: 0.0311495 | Time: 2045.7 ms [2021-03-26 02:54:41 main:581] : INFO : Epoch 1935 | loss: 0.0311249 | val_loss: 0.0311468 | Time: 2069.5 ms [2021-03-26 02:54:43 main:581] : INFO : Epoch 1936 | loss: 0.0311231 | val_loss: 0.0311456 | Time: 2050.07 ms [2021-03-26 02:54:44 main:581] : INFO : Epoch 1937 | loss: 0.0311233 | val_loss: 0.0311471 | Time: 1760.85 ms [2021-03-26 02:54:46 main:581] : INFO : Epoch 1938 | loss: 0.0311249 | val_loss: 0.0311499 | Time: 1849.16 ms [2021-03-26 02:54:48 main:581] : INFO : Epoch 1939 | loss: 0.031123 | val_loss: 0.0311485 | Time: 2059.09 ms [2021-03-26 02:54:50 main:581] : INFO : Epoch 1940 | loss: 0.0311212 | val_loss: 0.03115 | Time: 2065.25 ms [2021-03-26 02:54:53 main:581] : INFO : Epoch 1941 | loss: 0.0311222 | val_loss: 0.0311499 | Time: 2070.77 ms [2021-03-26 02:54:54 main:581] : INFO : Epoch 1942 | loss: 0.031123 | val_loss: 0.03115 | Time: 1806.8 ms [2021-03-26 02:54:56 main:581] : INFO : Epoch 1943 | loss: 0.0311314 | val_loss: 0.0311575 | Time: 1773.85 ms [2021-03-26 02:54:58 main:581] : INFO : Epoch 1944 | loss: 0.0311302 | val_loss: 0.0311541 | Time: 2067.95 ms [2021-03-26 02:55:00 main:581] : INFO : Epoch 1945 | loss: 0.03113 | val_loss: 0.031154 | Time: 1921.81 ms [2021-03-26 02:55:02 main:581] : INFO : Epoch 1946 | loss: 0.0311298 | val_loss: 0.0311516 | Time: 1723.64 ms [2021-03-26 02:55:04 main:581] : INFO : Epoch 1947 | loss: 0.0311371 | val_loss: 0.031156 | Time: 1734 ms [2021-03-26 02:55:05 main:581] : INFO : Epoch 1948 | loss: 0.0311365 | val_loss: 0.0311502 | Time: 1946.57 ms [2021-03-26 02:55:08 main:581] : INFO : Epoch 1949 | loss: 0.0311323 | val_loss: 0.0311488 | Time: 2032.85 ms [2021-03-26 02:55:09 main:581] : INFO : Epoch 1950 | loss: 0.0311323 | val_loss: 0.0311489 | Time: 1831.69 ms [2021-03-26 02:55:11 main:581] : INFO : Epoch 1951 | loss: 0.0311314 | val_loss: 0.0311558 | Time: 1742.11 ms [2021-03-26 02:55:13 main:581] : INFO : Epoch 1952 | loss: 0.0311391 | val_loss: 0.0311548 | Time: 1757.16 ms [2021-03-26 02:55:15 main:581] : INFO : Epoch 1953 | loss: 0.0311372 | val_loss: 0.0311532 | Time: 1727.08 ms [2021-03-26 02:55:16 main:581] : INFO : Epoch 1954 | loss: 0.0311371 | val_loss: 0.0311595 | Time: 1726.05 ms [2021-03-26 02:55:18 main:581] : INFO : Epoch 1955 | loss: 0.0311372 | val_loss: 0.0311583 | Time: 1728.24 ms [2021-03-26 02:55:20 main:581] : INFO : Epoch 1956 | loss: 0.0311379 | val_loss: 0.0311561 | Time: 1760 ms [2021-03-26 02:55:22 main:581] : INFO : Epoch 1957 | loss: 0.031152 | val_loss: 0.0311633 | Time: 1727.41 ms [2021-03-26 02:55:23 main:581] : INFO : Epoch 1958 | loss: 0.0311542 | val_loss: 0.0311633 | Time: 1733.4 ms [2021-03-26 02:55:25 main:581] : INFO : Epoch 1959 | loss: 0.0311533 | val_loss: 0.0311608 | Time: 1759.76 ms [2021-03-26 02:55:27 main:581] : INFO : Epoch 1960 | loss: 0.0311513 | val_loss: 0.0311593 | Time: 1758.39 ms [2021-03-26 02:55:29 main:581] : INFO : Epoch 1961 | loss: 0.0311494 | val_loss: 0.0311573 | Time: 1815.97 ms [2021-03-26 02:55:30 main:581] : INFO : Epoch 1962 | loss: 0.0311476 | val_loss: 0.0311564 | Time: 1748.99 ms [2021-03-26 02:55:32 main:581] : INFO : Epoch 1963 | loss: 0.0311458 | val_loss: 0.0311566 | Time: 1728.86 ms [2021-03-26 02:55:34 main:581] : INFO : Epoch 1964 | loss: 0.0311452 | val_loss: 0.0311602 | Time: 1728.49 ms [2021-03-26 02:55:36 main:581] : INFO : Epoch 1965 | loss: 0.0311451 | val_loss: 0.0311549 | Time: 1738.91 ms [2021-03-26 02:55:37 main:581] : INFO : Epoch 1966 | loss: 0.0311445 | val_loss: 0.0311562 | Time: 1737.31 ms [2021-03-26 02:55:39 main:581] : INFO : Epoch 1967 | loss: 0.0311444 | val_loss: 0.0311564 | Time: 1754.8 ms [2021-03-26 02:55:41 main:581] : INFO : Epoch 1968 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 1810.59 ms [2021-03-26 02:55:43 main:581] : INFO : Epoch 1969 | loss: 0.0311529 | val_loss: 0.031163 | Time: 1762.49 ms [2021-03-26 02:55:44 main:581] : INFO : Epoch 1970 | loss: 0.0311518 | val_loss: 0.0311638 | Time: 1799.84 ms [2021-03-26 02:55:46 main:581] : INFO : Epoch 1971 | loss: 0.0311507 | val_loss: 0.0311584 | Time: 1725.68 ms [2021-03-26 02:55:48 main:581] : INFO : Epoch 1972 | loss: 0.0311482 | val_loss: 0.0311589 | Time: 1730.89 ms [2021-03-26 02:55:50 main:581] : INFO : Epoch 1973 | loss: 0.0311475 | val_loss: 0.0311608 | Time: 1737.77 ms [2021-03-26 02:55:51 main:581] : INFO : Epoch 1974 | loss: 0.0311462 | val_loss: 0.0311558 | Time: 1753.37 ms [2021-03-26 02:55:53 main:581] : INFO : Epoch 1975 | loss: 0.0311463 | val_loss: 0.0311552 | Time: 1731.37 ms [2021-03-26 02:55:55 main:581] : INFO : Epoch 1976 | loss: 0.031145 | val_loss: 0.0311556 | Time: 1744.5 ms [2021-03-26 02:55:57 main:581] : INFO : Epoch 1977 | loss: 0.0311447 | val_loss: 0.0311562 | Time: 1804.09 ms [2021-03-26 02:55:58 main:581] : INFO : Epoch 1978 | loss: 0.0311461 | val_loss: 0.0311527 | Time: 1770.82 ms [2021-03-26 02:56:00 main:581] : INFO : Epoch 1979 | loss: 0.0311438 | val_loss: 0.0311524 | Time: 1745.75 ms [2021-03-26 02:56:02 main:581] : INFO : Epoch 1980 | loss: 0.0311432 | val_loss: 0.0311526 | Time: 1738.56 ms [2021-03-26 02:56:04 main:581] : INFO : Epoch 1981 | loss: 0.0311415 | val_loss: 0.0311529 | Time: 1729.01 ms [2021-03-26 02:56:05 main:581] : INFO : Epoch 1982 | loss: 0.0311417 | val_loss: 0.0311524 | Time: 1723.53 ms [2021-03-26 02:56:07 main:581] : INFO : Epoch 1983 | loss: 0.0311419 | val_loss: 0.0311511 | Time: 1728.28 ms [2021-03-26 02:56:09 main:581] : INFO : Epoch 1984 | loss: 0.0311413 | val_loss: 0.0311518 | Time: 1741.58 ms [2021-03-26 02:56:11 main:581] : INFO : Epoch 1985 | loss: 0.0311409 | val_loss: 0.0311514 | Time: 1750.24 ms [2021-03-26 02:56:12 main:581] : INFO : Epoch 1986 | loss: 0.0311409 | val_loss: 0.0311528 | Time: 1774.09 ms [2021-03-26 02:56:14 main:581] : INFO : Epoch 1987 | loss: 0.0311399 | val_loss: 0.0311522 | Time: 1788.97 ms [2021-03-26 02:56:16 main:581] : INFO : Epoch 1988 | loss: 0.0311398 | val_loss: 0.0311521 | Time: 1763.65 ms [2021-03-26 02:56:18 main:581] : INFO : Epoch 1989 | loss: 0.0311393 | val_loss: 0.031152 | Time: 1732.02 ms [2021-03-26 02:56:19 main:581] : INFO : Epoch 1990 | loss: 0.0311385 | val_loss: 0.0311519 | Time: 1724.47 ms [2021-03-26 02:56:21 main:581] : INFO : Epoch 1991 | loss: 0.0311392 | val_loss: 0.0311553 | Time: 1936.14 ms [2021-03-26 02:56:23 main:581] : INFO : Epoch 1992 | loss: 0.0311394 | val_loss: 0.0311529 | Time: 2058.26 ms [2021-03-26 02:56:25 main:581] : INFO : Epoch 1993 | loss: 0.0311392 | val_loss: 0.0311525 | Time: 1848.89 ms [2021-03-26 02:56:27 main:581] : INFO : Epoch 1994 | loss: 0.0311393 | val_loss: 0.0311537 | Time: 1737.16 ms [2021-03-26 02:56:29 main:581] : INFO : Epoch 1995 | loss: 0.0311398 | val_loss: 0.0311538 | Time: 1737.66 ms [2021-03-26 02:56:30 main:581] : INFO : Epoch 1996 | loss: 0.0311417 | val_loss: 0.0311558 | Time: 1733.48 ms [2021-03-26 02:56:32 main:581] : INFO : Epoch 1997 | loss: 0.0311402 | val_loss: 0.0311527 | Time: 1742.99 ms [2021-03-26 02:56:34 main:581] : INFO : Epoch 1998 | loss: 0.0311406 | val_loss: 0.0311539 | Time: 1747.76 ms [2021-03-26 02:56:36 main:581] : INFO : Epoch 1999 | loss: 0.0311414 | val_loss: 0.0311544 | Time: 1737.19 ms [2021-03-26 02:56:37 main:581] : INFO : Epoch 2000 | loss: 0.0311419 | val_loss: 0.0311529 | Time: 1773.69 ms [2021-03-26 02:56:39 main:581] : INFO : Epoch 2001 | loss: 0.0311427 | val_loss: 0.031154 | Time: 1754.87 ms [2021-03-26 02:56:41 main:581] : INFO : Epoch 2002 | loss: 0.0311425 | val_loss: 0.0311526 | Time: 1768.4 ms [2021-03-26 02:56:43 main:581] : INFO : Epoch 2003 | loss: 0.031142 | val_loss: 0.031152 | Time: 1794.31 ms [2021-03-26 02:56:44 main:581] : INFO : Epoch 2004 | loss: 0.03114 | val_loss: 0.0311505 | Time: 1748.1 ms [2021-03-26 02:56:46 main:581] : INFO : Epoch 2005 | loss: 0.0311397 | val_loss: 0.031151 | Time: 1758.87 ms [2021-03-26 02:56:48 main:581] : INFO : Epoch 2006 | loss: 0.0311398 | val_loss: 0.0311521 | Time: 1764.3 ms [2021-03-26 02:56:50 main:581] : INFO : Epoch 2007 | loss: 0.0311395 | val_loss: 0.0311499 | Time: 1777.74 ms [2021-03-26 02:56:52 main:581] : INFO : Epoch 2008 | loss: 0.0311383 | val_loss: 0.0311495 | Time: 1818.75 ms [2021-03-26 02:56:53 main:581] : INFO : Epoch 2009 | loss: 0.0311375 | val_loss: 0.0311507 | Time: 1778.03 ms [2021-03-26 02:56:55 main:581] : INFO : Epoch 2010 | loss: 0.0311379 | val_loss: 0.0311497 | Time: 1741.15 ms [2021-03-26 02:56:57 main:581] : INFO : Epoch 2011 | loss: 0.0311381 | val_loss: 0.0311483 | Time: 1750.11 ms [2021-03-26 02:56:59 main:581] : INFO : Epoch 2012 | loss: 0.0311375 | val_loss: 0.0311484 | Time: 1767.61 ms [2021-03-26 02:57:00 main:581] : INFO : Epoch 2013 | loss: 0.0311385 | val_loss: 0.0311475 | Time: 1725.07 ms [2021-03-26 02:57:02 main:581] : INFO : Epoch 2014 | loss: 0.0311364 | val_loss: 0.0311475 | Time: 1722.08 ms [2021-03-26 02:57:04 main:581] : INFO : Epoch 2015 | loss: 0.0311365 | val_loss: 0.0311481 | Time: 1719.84 ms [2021-03-26 02:57:06 main:581] : INFO : Epoch 2016 | loss: 0.0311371 | val_loss: 0.0311496 | Time: 1738.14 ms [2021-03-26 02:57:07 main:581] : INFO : Epoch 2017 | loss: 0.0311373 | val_loss: 0.0311526 | Time: 1738.69 ms [2021-03-26 02:57:09 main:581] : INFO : Epoch 2018 | loss: 0.0311369 | val_loss: 0.0311517 | Time: 1785.58 ms [2021-03-26 02:57:11 main:581] : INFO : Epoch 2019 | loss: 0.0311367 | val_loss: 0.0311499 | Time: 1771.98 ms [2021-03-26 02:57:13 main:581] : INFO : Epoch 2020 | loss: 0.0311361 | val_loss: 0.0311522 | Time: 1760.71 ms [2021-03-26 02:57:14 main:581] : INFO : Epoch 2021 | loss: 0.0311381 | val_loss: 0.031152 | Time: 1798.33 ms [2021-03-26 02:57:16 main:581] : INFO : Epoch 2022 | loss: 0.0311358 | val_loss: 0.0311507 | Time: 1793.67 ms [2021-03-26 02:57:18 main:581] : INFO : Epoch 2023 | loss: 0.031135 | val_loss: 0.0311505 | Time: 2042.57 ms [2021-03-26 02:57:20 main:581] : INFO : Epoch 2024 | loss: 0.0311346 | val_loss: 0.0311512 | Time: 2052.32 ms [2021-03-26 02:57:22 main:581] : INFO : Epoch 2025 | loss: 0.0311342 | val_loss: 0.0311513 | Time: 2039.96 ms [2021-03-26 02:57:24 main:581] : INFO : Epoch 2026 | loss: 0.0311338 | val_loss: 0.0311519 | Time: 2039.12 ms [2021-03-26 02:57:26 main:581] : INFO : Epoch 2027 | loss: 0.0311343 | val_loss: 0.0311551 | Time: 2039.89 ms [2021-03-26 02:57:28 main:581] : INFO : Epoch 2028 | loss: 0.0311348 | val_loss: 0.0311543 | Time: 2047.51 ms [2021-03-26 02:57:30 main:581] : INFO : Epoch 2029 | loss: 0.0311347 | val_loss: 0.0311543 | Time: 2026.44 ms [2021-03-26 02:57:33 main:581] : INFO : Epoch 2030 | loss: 0.0311347 | val_loss: 0.0311529 | Time: 2037.37 ms [2021-03-26 02:57:34 main:581] : INFO : Epoch 2031 | loss: 0.031135 | val_loss: 0.0311551 | Time: 1864.79 ms [2021-03-26 02:57:36 main:581] : INFO : Epoch 2032 | loss: 0.0311345 | val_loss: 0.0311548 | Time: 1724.62 ms [2021-03-26 02:57:38 main:581] : INFO : Epoch 2033 | loss: 0.0311336 | val_loss: 0.0311531 | Time: 1739.68 ms [2021-03-26 02:57:40 main:581] : INFO : Epoch 2034 | loss: 0.0311335 | val_loss: 0.0311568 | Time: 1733.3 ms [2021-03-26 02:57:41 main:581] : INFO : Epoch 2035 | loss: 0.0311335 | val_loss: 0.0311543 | Time: 1746.81 ms [2021-03-26 02:57:43 main:581] : INFO : Epoch 2036 | loss: 0.0311326 | val_loss: 0.0311559 | Time: 1753.33 ms [2021-03-26 02:57:45 main:581] : INFO : Epoch 2037 | loss: 0.0311318 | val_loss: 0.0311551 | Time: 1773.08 ms [2021-03-26 02:57:47 main:581] : INFO : Epoch 2038 | loss: 0.0311314 | val_loss: 0.0311541 | Time: 1801.55 ms [2021-03-26 02:57:48 main:581] : INFO : Epoch 2039 | loss: 0.0311317 | val_loss: 0.0311569 | Time: 1759.76 ms [2021-03-26 02:57:50 main:581] : INFO : Epoch 2040 | loss: 0.0311319 | val_loss: 0.0311564 | Time: 1834.11 ms [2021-03-26 02:57:52 main:581] : INFO : Epoch 2041 | loss: 0.0311315 | val_loss: 0.031157 | Time: 2054.69 ms [2021-03-26 02:57:54 main:581] : INFO : Epoch 2042 | loss: 0.0311344 | val_loss: 0.031158 | Time: 2026.69 ms [2021-03-26 02:57:56 main:581] : INFO : Epoch 2043 | loss: 0.0311345 | val_loss: 0.0311546 | Time: 2034.29 ms [2021-03-26 02:57:58 main:581] : INFO : Epoch 2044 | loss: 0.0311333 | val_loss: 0.03116 | Time: 2032.55 ms [2021-03-26 02:58:00 main:581] : INFO : Epoch 2045 | loss: 0.0311335 | val_loss: 0.0311575 | Time: 2064.88 ms [2021-03-26 02:58:02 main:581] : INFO : Epoch 2046 | loss: 0.0311321 | val_loss: 0.0311545 | Time: 2050.08 ms [2021-03-26 02:58:05 main:581] : INFO : Epoch 2047 | loss: 0.0311329 | val_loss: 0.0311563 | Time: 2027.6 ms [2021-03-26 02:58:07 main:581] : INFO : Epoch 2048 | loss: 0.0311323 | val_loss: 0.0311561 | Time: 2012.89 ms [2021-03-26 02:58:07 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311561 [2021-03-26 02:58:07 main:610] : INFO : Saving end state to config to file [2021-03-26 02:58:07 main:615] : INFO : Success, exiting.. 02:58:07 (1245030): 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)