Task 14543720
| Name | ParityModified-1647047235-11184-2-0_0 |
| Workunit | 11574767 |
| Created | 7 Apr 2022, 18:51:58 UTC |
| Sent | 10 Apr 2022, 13:45:02 UTC |
| Report deadline | 18 Apr 2022, 13:45:02 UTC |
| Received | 10 Apr 2022, 18:11:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 8 min 31 sec |
| CPU time | 1 hours 3 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 18:52:19 main:574] : INFO : Epoch 1542 | loss: 0.0311071 | val_loss: 0.0311291 | Time: 2044.46 ms [2022-04-10 18:52:21 main:574] : INFO : Epoch 1543 | loss: 0.0311095 | val_loss: 0.0311422 | Time: 2063.89 ms [2022-04-10 18:52:23 main:574] : INFO : Epoch 1544 | loss: 0.0311201 | val_loss: 0.0311315 | Time: 2038.25 ms [2022-04-10 18:52:25 main:574] : INFO : Epoch 1545 | loss: 0.0311143 | val_loss: 0.0311353 | Time: 2008.56 ms [2022-04-10 18:52:28 main:574] : INFO : Epoch 1546 | loss: 0.0311119 | val_loss: 0.0311324 | Time: 2084.17 ms [2022-04-10 18:52:30 main:574] : INFO : Epoch 1547 | loss: 0.0311101 | val_loss: 0.0311339 | Time: 2078.11 ms [2022-04-10 18:52:32 main:574] : INFO : Epoch 1548 | loss: 0.0311114 | val_loss: 0.0311289 | Time: 2093.8 ms [2022-04-10 18:52:34 main:574] : INFO : Epoch 1549 | loss: 0.0311085 | val_loss: 0.0311301 | Time: 2083.29 ms [2022-04-10 18:52:36 main:574] : INFO : Epoch 1550 | loss: 0.031108 | val_loss: 0.0311297 | Time: 2043 ms [2022-04-10 18:52:38 main:574] : INFO : Epoch 1551 | loss: 0.0311157 | val_loss: 0.0311326 | Time: 2037.57 ms [2022-04-10 18:52:41 main:574] : INFO : Epoch 1552 | loss: 0.0311129 | val_loss: 0.031137 | Time: 2079.76 ms [2022-04-10 18:52:43 main:574] : INFO : Epoch 1553 | loss: 0.0311097 | val_loss: 0.0311282 | Time: 2037.05 ms [2022-04-10 18:52:45 main:574] : INFO : Epoch 1554 | loss: 0.0311082 | val_loss: 0.0311324 | Time: 2097.01 ms [2022-04-10 18:52:47 main:574] : INFO : Epoch 1555 | loss: 0.031108 | val_loss: 0.0311422 | Time: 2070.94 ms [2022-04-10 18:52:49 main:574] : INFO : Epoch 1556 | loss: 0.0311143 | val_loss: 0.0311384 | Time: 2052.45 ms [2022-04-10 18:52:51 main:574] : INFO : Epoch 1557 | loss: 0.0311082 | val_loss: 0.031133 | Time: 2109.77 ms [2022-04-10 18:52:53 main:574] : INFO : Epoch 1558 | loss: 0.0311096 | val_loss: 0.0311332 | Time: 2034.62 ms [2022-04-10 18:52:56 main:574] : INFO : Epoch 1559 | loss: 0.0311092 | val_loss: 0.0311309 | Time: 2112.95 ms [2022-04-10 18:52:58 main:574] : INFO : Epoch 1560 | loss: 0.0311078 | val_loss: 0.0311298 | Time: 2067.31 ms [2022-04-10 18:53:00 main:574] : INFO : Epoch 1561 | loss: 0.0311042 | val_loss: 0.031135 | Time: 2066.36 ms [2022-04-10 18:53:02 main:574] : INFO : Epoch 1562 | loss: 0.0311059 | val_loss: 0.0311337 | Time: 2106.24 ms [2022-04-10 18:53:04 main:574] : INFO : Epoch 1563 | loss: 0.0311054 | val_loss: 0.0311383 | Time: 2039.84 ms [2022-04-10 18:53:06 main:574] : INFO : Epoch 1564 | loss: 0.0311123 | val_loss: 0.0311406 | Time: 2109.57 ms [2022-04-10 18:53:09 main:574] : INFO : Epoch 1565 | loss: 0.0311114 | val_loss: 0.031135 | Time: 2096.92 ms [2022-04-10 18:53:11 main:574] : INFO : Epoch 1566 | loss: 0.0311097 | val_loss: 0.031135 | Time: 2120.71 ms [2022-04-10 18:53:13 main:574] : INFO : Epoch 1567 | loss: 0.0311088 | val_loss: 0.0311312 | Time: 2033.6 ms [2022-04-10 18:53:15 main:574] : INFO : Epoch 1568 | loss: 0.0311075 | val_loss: 0.0311309 | Time: 2016.92 ms [2022-04-10 18:53:17 main:574] : INFO : Epoch 1569 | loss: 0.0311042 | val_loss: 0.0311294 | Time: 2072.92 ms [2022-04-10 18:53:19 main:574] : INFO : Epoch 1570 | loss: 0.0311105 | val_loss: 0.0311321 | Time: 2025.56 ms [2022-04-10 18:53:21 main:574] : INFO : Epoch 1571 | loss: 0.0311079 | val_loss: 0.0311422 | Time: 2000.32 ms [2022-04-10 18:53:24 main:574] : INFO : Epoch 1572 | loss: 0.0311135 | val_loss: 0.0311338 | Time: 2052.54 ms [2022-04-10 18:53:26 main:574] : INFO : Epoch 1573 | loss: 0.0311132 | val_loss: 0.031145 | Time: 2022.53 ms [2022-04-10 18:53:28 main:574] : INFO : Epoch 1574 | loss: 0.0311092 | val_loss: 0.0311343 | Time: 2082.49 ms [2022-04-10 18:53:30 main:574] : INFO : Epoch 1575 | loss: 0.0311038 | val_loss: 0.0311351 | Time: 2072.06 ms [2022-04-10 18:53:32 main:574] : INFO : Epoch 1576 | loss: 0.0311091 | val_loss: 0.031141 | Time: 2135.21 ms [2022-04-10 18:53:34 main:574] : INFO : Epoch 1577 | loss: 0.0311083 | val_loss: 0.0311375 | Time: 2036.58 ms [2022-04-10 18:53:36 main:574] : INFO : Epoch 1578 | loss: 0.0311069 | val_loss: 0.0311361 | Time: 2089.89 ms [2022-04-10 18:53:38 main:574] : INFO : Epoch 1579 | loss: 0.0311125 | val_loss: 0.0311261 | Time: 2018.69 ms [2022-04-10 18:53:41 main:574] : INFO : Epoch 1580 | loss: 0.0311079 | val_loss: 0.0311287 | Time: 2062.46 ms [2022-04-10 18:53:43 main:574] : INFO : Epoch 1581 | loss: 0.0311089 | val_loss: 0.0311258 | Time: 2050.01 ms [2022-04-10 18:53:45 main:574] : INFO : Epoch 1582 | loss: 0.0311078 | val_loss: 0.0311288 | Time: 2112.71 ms [2022-04-10 18:53:47 main:574] : INFO : Epoch 1583 | loss: 0.031107 | val_loss: 0.0311281 | Time: 2088.81 ms [2022-04-10 18:53:49 main:574] : INFO : Epoch 1584 | loss: 0.0311091 | val_loss: 0.0311317 | Time: 2075.98 ms [2022-04-10 18:53:51 main:574] : INFO : Epoch 1585 | loss: 0.0311144 | val_loss: 0.031143 | Time: 2034.59 ms [2022-04-10 18:53:53 main:574] : INFO : Epoch 1586 | loss: 0.0311268 | val_loss: 0.031138 | Time: 2035.02 ms [2022-04-10 18:53:56 main:574] : INFO : Epoch 1587 | loss: 0.0311156 | val_loss: 0.0311307 | Time: 2049.14 ms [2022-04-10 18:53:58 main:574] : INFO : Epoch 1588 | loss: 0.0311131 | val_loss: 0.031134 | Time: 2136.96 ms [2022-04-10 18:54:00 main:574] : INFO : Epoch 1589 | loss: 0.0311126 | val_loss: 0.0311342 | Time: 2063.72 ms [2022-04-10 18:54:02 main:574] : INFO : Epoch 1590 | loss: 0.0311126 | val_loss: 0.0311353 | Time: 2020.88 ms [2022-04-10 18:54:04 main:574] : INFO : Epoch 1591 | loss: 0.0311419 | val_loss: 0.031155 | Time: 2003.38 ms [2022-04-10 18:54:06 main:574] : INFO : Epoch 1592 | loss: 0.0311332 | val_loss: 0.0311317 | Time: 2074.03 ms [2022-04-10 18:54:08 main:574] : INFO : Epoch 1593 | loss: 0.0311268 | val_loss: 0.0311487 | Time: 2038.1 ms [2022-04-10 18:54:11 main:574] : INFO : Epoch 1594 | loss: 0.0311258 | val_loss: 0.0311339 | Time: 2078.69 ms [2022-04-10 18:54:13 main:574] : INFO : Epoch 1595 | loss: 0.0311218 | val_loss: 0.0311373 | Time: 2044.83 ms [2022-04-10 18:54:15 main:574] : INFO : Epoch 1596 | loss: 0.0311177 | val_loss: 0.0311314 | Time: 2067.1 ms [2022-04-10 18:54:17 main:574] : INFO : Epoch 1597 | loss: 0.0311126 | val_loss: 0.0311302 | Time: 2067.49 ms [2022-04-10 18:54:19 main:574] : INFO : Epoch 1598 | loss: 0.0311158 | val_loss: 0.0311287 | Time: 2071.46 ms [2022-04-10 18:54:21 main:574] : INFO : Epoch 1599 | loss: 0.0311162 | val_loss: 0.0311295 | Time: 2091.41 ms [2022-04-10 18:54:24 main:574] : INFO : Epoch 1600 | loss: 0.0311137 | val_loss: 0.0311284 | Time: 2092.98 ms [2022-04-10 18:54:26 main:574] : INFO : Epoch 1601 | loss: 0.0311147 | val_loss: 0.0311338 | Time: 2107.44 ms [2022-04-10 18:54:28 main:574] : INFO : Epoch 1602 | loss: 0.0311194 | val_loss: 0.0311288 | Time: 2102.86 ms [2022-04-10 18:54:30 main:574] : INFO : Epoch 1603 | loss: 0.031112 | val_loss: 0.0311298 | Time: 2086.57 ms [2022-04-10 18:54:32 main:574] : INFO : Epoch 1604 | loss: 0.03111 | val_loss: 0.0311312 | Time: 2008.18 ms [2022-04-10 18:54:34 main:574] : INFO : Epoch 1605 | loss: 0.0311078 | val_loss: 0.0311261 | Time: 2123.22 ms [2022-04-10 18:54:37 main:574] : INFO : Epoch 1606 | loss: 0.0311076 | val_loss: 0.0311259 | Time: 2067.79 ms [2022-04-10 18:54:39 main:574] : INFO : Epoch 1607 | loss: 0.0311062 | val_loss: 0.0311278 | Time: 2115.25 ms [2022-04-10 18:54:41 main:574] : INFO : Epoch 1608 | loss: 0.031109 | val_loss: 0.0311255 | Time: 2060.67 ms [2022-04-10 18:54:43 main:574] : INFO : Epoch 1609 | loss: 0.0311082 | val_loss: 0.0311282 | Time: 2098.34 ms [2022-04-10 18:54:45 main:574] : INFO : Epoch 1610 | loss: 0.0311066 | val_loss: 0.0311345 | Time: 2084.13 ms [2022-04-10 18:54:47 main:574] : INFO : Epoch 1611 | loss: 0.031106 | val_loss: 0.0311253 | Time: 2064.27 ms [2022-04-10 18:54:50 main:574] : INFO : Epoch 1612 | loss: 0.031112 | val_loss: 0.0311267 | Time: 2043.23 ms [2022-04-10 18:54:52 main:574] : INFO : Epoch 1613 | loss: 0.0311043 | val_loss: 0.0311281 | Time: 2068.89 ms [2022-04-10 18:54:54 main:574] : INFO : Epoch 1614 | loss: 0.0311058 | val_loss: 0.0311266 | Time: 2060.53 ms [2022-04-10 18:54:56 main:574] : INFO : Epoch 1615 | loss: 0.0311074 | val_loss: 0.031132 | Time: 2090.29 ms [2022-04-10 18:54:58 main:574] : INFO : Epoch 1616 | loss: 0.0311015 | val_loss: 0.0311288 | Time: 2092.4 ms [2022-04-10 18:55:01 main:574] : INFO : Epoch 1617 | loss: 0.0311017 | val_loss: 0.0311266 | Time: 2091.17 ms [2022-04-10 18:55:03 main:574] : INFO : Epoch 1618 | loss: 0.0311001 | val_loss: 0.0311244 | Time: 2019.47 ms [2022-04-10 18:55:05 main:574] : INFO : Epoch 1619 | loss: 0.0310994 | val_loss: 0.0311321 | Time: 2037.51 ms [2022-04-10 18:55:07 main:574] : INFO : Epoch 1620 | loss: 0.031099 | val_loss: 0.0311318 | Time: 2033.07 ms [2022-04-10 18:55:09 main:574] : INFO : Epoch 1621 | loss: 0.0310992 | val_loss: 0.0311317 | Time: 2059.13 ms [2022-04-10 18:55:11 main:574] : INFO : Epoch 1622 | loss: 0.0311034 | val_loss: 0.0311275 | Time: 1997.02 ms [2022-04-10 18:55:13 main:574] : INFO : Epoch 1623 | loss: 0.0311109 | val_loss: 0.0311263 | Time: 2150.37 ms [2022-04-10 18:55:16 main:574] : INFO : Epoch 1624 | loss: 0.0311079 | val_loss: 0.0311276 | Time: 2007.82 ms [2022-04-10 18:55:18 main:574] : INFO : Epoch 1625 | loss: 0.0311076 | val_loss: 0.031121 | Time: 2038.45 ms [2022-04-10 18:55:20 main:574] : INFO : Epoch 1626 | loss: 0.0311101 | val_loss: 0.0311248 | Time: 2067.44 ms [2022-04-10 18:55:22 main:574] : INFO : Epoch 1627 | loss: 0.031105 | val_loss: 0.0311272 | Time: 2061.83 ms [2022-04-10 18:55:24 main:574] : INFO : Epoch 1628 | loss: 0.031105 | val_loss: 0.0311232 | Time: 2121.71 ms [2022-04-10 18:55:26 main:574] : INFO : Epoch 1629 | loss: 0.0311081 | val_loss: 0.0311282 | Time: 2049.18 ms [2022-04-10 18:55:28 main:574] : INFO : Epoch 1630 | loss: 0.0311018 | val_loss: 0.0311246 | Time: 1989.04 ms [2022-04-10 18:55:30 main:574] : INFO : Epoch 1631 | loss: 0.0311 | val_loss: 0.0311223 | Time: 2047.11 ms [2022-04-10 18:55:33 main:574] : INFO : Epoch 1632 | loss: 0.0310994 | val_loss: 0.0311203 | Time: 2065.72 ms [2022-04-10 18:55:35 main:574] : INFO : Epoch 1633 | loss: 0.0311003 | val_loss: 0.0311248 | Time: 2035.57 ms [2022-04-10 18:55:37 main:574] : INFO : Epoch 1634 | loss: 0.0310988 | val_loss: 0.0311244 | Time: 2066.89 ms [2022-04-10 18:55:39 main:574] : INFO : Epoch 1635 | loss: 0.0310979 | val_loss: 0.0311222 | Time: 2026.48 ms [2022-04-10 18:55:41 main:574] : INFO : Epoch 1636 | loss: 0.0310985 | val_loss: 0.0311225 | Time: 2059.12 ms [2022-04-10 18:55:43 main:574] : INFO : Epoch 1637 | loss: 0.0311083 | val_loss: 0.0311251 | Time: 2104.59 ms [2022-04-10 18:55:45 main:574] : INFO : Epoch 1638 | loss: 0.0311091 | val_loss: 0.031129 | Time: 2016.33 ms [2022-04-10 18:55:48 main:574] : INFO : Epoch 1639 | loss: 0.0311108 | val_loss: 0.0311368 | Time: 2095.17 ms [2022-04-10 18:55:50 main:574] : INFO : Epoch 1640 | loss: 0.031109 | val_loss: 0.0311214 | Time: 2083.74 ms [2022-04-10 18:55:52 main:574] : INFO : Epoch 1641 | loss: 0.0311107 | val_loss: 0.0311219 | Time: 2083.89 ms [2022-04-10 18:55:54 main:574] : INFO : Epoch 1642 | loss: 0.0311159 | val_loss: 0.0311244 | Time: 2078.26 ms [2022-04-10 18:55:56 main:574] : INFO : Epoch 1643 | loss: 0.0311094 | val_loss: 0.0311212 | Time: 2075.98 ms [2022-04-10 18:55:59 main:574] : INFO : Epoch 1644 | loss: 0.031106 | val_loss: 0.0311214 | Time: 2098.34 ms [2022-04-10 18:56:01 main:574] : INFO : Epoch 1645 | loss: 0.0311047 | val_loss: 0.0311241 | Time: 2059.4 ms [2022-04-10 18:56:03 main:574] : INFO : Epoch 1646 | loss: 0.0311018 | val_loss: 0.0311233 | Time: 2091.91 ms [2022-04-10 18:56:05 main:574] : INFO : Epoch 1647 | loss: 0.0311034 | val_loss: 0.0311256 | Time: 2052.44 ms [2022-04-10 18:56:07 main:574] : INFO : Epoch 1648 | loss: 0.0311027 | val_loss: 0.0311193 | Time: 2113.72 ms [2022-04-10 18:56:09 main:574] : INFO : Epoch 1649 | loss: 0.0311023 | val_loss: 0.0311281 | Time: 1994.08 ms [2022-04-10 18:56:12 main:574] : INFO : Epoch 1650 | loss: 0.0311072 | val_loss: 0.0311278 | Time: 2084.01 ms [2022-04-10 18:56:14 main:574] : INFO : Epoch 1651 | loss: 0.0311054 | val_loss: 0.0311282 | Time: 2087.63 ms [2022-04-10 18:56:16 main:574] : INFO : Epoch 1652 | loss: 0.031103 | val_loss: 0.0311284 | Time: 2156.88 ms [2022-04-10 18:56:18 main:574] : INFO : Epoch 1653 | loss: 0.0311025 | val_loss: 0.0311228 | Time: 2175.36 ms [2022-04-10 18:56:20 main:574] : INFO : Epoch 1654 | loss: 0.0311019 | val_loss: 0.0311255 | Time: 2000.19 ms [2022-04-10 18:56:23 main:574] : INFO : Epoch 1655 | loss: 0.0311017 | val_loss: 0.0311269 | Time: 2083.84 ms [2022-04-10 18:56:25 main:574] : INFO : Epoch 1656 | loss: 0.0311022 | val_loss: 0.0311327 | Time: 2062.48 ms [2022-04-10 18:56:27 main:574] : INFO : Epoch 1657 | loss: 0.0311004 | val_loss: 0.0311239 | Time: 2064.33 ms [2022-04-10 18:56:29 main:574] : INFO : Epoch 1658 | loss: 0.0311019 | val_loss: 0.0311262 | Time: 2031.28 ms [2022-04-10 18:56:31 main:574] : INFO : Epoch 1659 | loss: 0.0311027 | val_loss: 0.0311253 | Time: 2118.26 ms [2022-04-10 18:56:33 main:574] : INFO : Epoch 1660 | loss: 0.031101 | val_loss: 0.0311223 | Time: 2010.7 ms [2022-04-10 18:56:36 main:574] : INFO : Epoch 1661 | loss: 0.0311001 | val_loss: 0.0311239 | Time: 2033.77 ms [2022-04-10 18:56:38 main:574] : INFO : Epoch 1662 | loss: 0.0311001 | val_loss: 0.0311247 | Time: 2021.81 ms [2022-04-10 18:56:40 main:574] : INFO : Epoch 1663 | loss: 0.0310991 | val_loss: 0.0311222 | Time: 2058.07 ms [2022-04-10 18:56:42 main:574] : INFO : Epoch 1664 | loss: 0.0310998 | val_loss: 0.0311226 | Time: 2050.47 ms [2022-04-10 18:56:44 main:574] : INFO : Epoch 1665 | loss: 0.0311048 | val_loss: 0.0311284 | Time: 2088.35 ms [2022-04-10 18:56:46 main:574] : INFO : Epoch 1666 | loss: 0.0311073 | val_loss: 0.0311225 | Time: 1981.39 ms [2022-04-10 18:56:48 main:574] : INFO : Epoch 1667 | loss: 0.0311073 | val_loss: 0.0311259 | Time: 2042.16 ms [2022-04-10 18:56:51 main:574] : INFO : Epoch 1668 | loss: 0.031105 | val_loss: 0.0311315 | Time: 2036.54 ms [2022-04-10 18:56:53 main:574] : INFO : Epoch 1669 | loss: 0.0311054 | val_loss: 0.0311255 | Time: 2075.96 ms [2022-04-10 18:56:55 main:574] : INFO : Epoch 1670 | loss: 0.0311015 | val_loss: 0.0311231 | Time: 2040.45 ms [2022-04-10 18:56:57 main:574] : INFO : Epoch 1671 | loss: 0.0310997 | val_loss: 0.03112 | Time: 2090.97 ms [2022-04-10 18:56:59 main:574] : INFO : Epoch 1672 | loss: 0.0310987 | val_loss: 0.0311305 | Time: 2069.81 ms [2022-04-10 18:57:01 main:574] : INFO : Epoch 1673 | loss: 0.0310998 | val_loss: 0.0311259 | Time: 2036.59 ms [2022-04-10 18:57:04 main:574] : INFO : Epoch 1674 | loss: 0.0310979 | val_loss: 0.031122 | Time: 2098.8 ms [2022-04-10 18:57:06 main:574] : INFO : Epoch 1675 | loss: 0.0310969 | val_loss: 0.0311238 | Time: 2089.55 ms [2022-04-10 18:57:08 main:574] : INFO : Epoch 1676 | loss: 0.0310983 | val_loss: 0.031123 | Time: 2149.51 ms [2022-04-10 18:57:10 main:574] : INFO : Epoch 1677 | loss: 0.0311011 | val_loss: 0.031123 | Time: 2078.32 ms [2022-04-10 18:57:12 main:574] : INFO : Epoch 1678 | loss: 0.0311009 | val_loss: 0.0311287 | Time: 2118.33 ms [2022-04-10 18:57:15 main:574] : INFO : Epoch 1679 | loss: 0.0310984 | val_loss: 0.0311229 | Time: 2033.48 ms [2022-04-10 18:57:17 main:574] : INFO : Epoch 1680 | loss: 0.0310985 | val_loss: 0.0311273 | Time: 2118.04 ms [2022-04-10 18:57:19 main:574] : INFO : Epoch 1681 | loss: 0.031104 | val_loss: 0.0311321 | Time: 2120.54 ms [2022-04-10 18:57:21 main:574] : INFO : Epoch 1682 | loss: 0.0310981 | val_loss: 0.031137 | Time: 2118.62 ms [2022-04-10 18:57:23 main:574] : INFO : Epoch 1683 | loss: 0.0311048 | val_loss: 0.0311255 | Time: 2069.27 ms [2022-04-10 18:57:25 main:574] : INFO : Epoch 1684 | loss: 0.0311048 | val_loss: 0.0311343 | Time: 2092.86 ms [2022-04-10 18:57:28 main:574] : INFO : Epoch 1685 | loss: 0.0311039 | val_loss: 0.0311288 | Time: 2072.16 ms [2022-04-10 18:57:30 main:574] : INFO : Epoch 1686 | loss: 0.031106 | val_loss: 0.0311254 | Time: 2008.9 ms [2022-04-10 18:57:32 main:574] : INFO : Epoch 1687 | loss: 0.0311053 | val_loss: 0.031125 | Time: 2124.45 ms [2022-04-10 18:57:34 main:574] : INFO : Epoch 1688 | loss: 0.0311034 | val_loss: 0.0311291 | Time: 2035.04 ms [2022-04-10 18:57:36 main:574] : INFO : Epoch 1689 | loss: 0.0311025 | val_loss: 0.0311455 | Time: 2056.68 ms [2022-04-10 18:57:38 main:574] : INFO : Epoch 1690 | loss: 0.031102 | val_loss: 0.0311283 | Time: 2067.57 ms [2022-04-10 18:57:41 main:574] : INFO : Epoch 1691 | loss: 0.0310986 | val_loss: 0.0311285 | Time: 2041.85 ms [2022-04-10 18:57:43 main:574] : INFO : Epoch 1692 | loss: 0.0311036 | val_loss: 0.031123 | Time: 2097.95 ms [2022-04-10 18:57:45 main:574] : INFO : Epoch 1693 | loss: 0.0310992 | val_loss: 0.0311247 | Time: 2052.81 ms [2022-04-10 18:57:47 main:574] : INFO : Epoch 1694 | loss: 0.0310989 | val_loss: 0.0311285 | Time: 2062.36 ms [2022-04-10 18:57:49 main:574] : INFO : Epoch 1695 | loss: 0.0310992 | val_loss: 0.0311228 | Time: 2065.28 ms [2022-04-10 18:57:51 main:574] : INFO : Epoch 1696 | loss: 0.0311024 | val_loss: 0.0311251 | Time: 2015.19 ms [2022-04-10 18:57:53 main:574] : INFO : Epoch 1697 | loss: 0.0311049 | val_loss: 0.0311247 | Time: 2058.45 ms [2022-04-10 18:57:56 main:574] : INFO : Epoch 1698 | loss: 0.0310996 | val_loss: 0.0311234 | Time: 2042.24 ms [2022-04-10 18:57:58 main:574] : INFO : Epoch 1699 | loss: 0.031099 | val_loss: 0.0311238 | Time: 2071.92 ms [2022-04-10 18:58:00 main:574] : INFO : Epoch 1700 | loss: 0.0311012 | val_loss: 0.0311436 | Time: 2029.2 ms [2022-04-10 18:58:02 main:574] : INFO : Epoch 1701 | loss: 0.0311068 | val_loss: 0.0311296 | Time: 2047.03 ms [2022-04-10 18:58:04 main:574] : INFO : Epoch 1702 | loss: 0.0311008 | val_loss: 0.0311261 | Time: 2017.58 ms [2022-04-10 18:58:06 main:574] : INFO : Epoch 1703 | loss: 0.0310975 | val_loss: 0.031124 | Time: 2075.27 ms [2022-04-10 18:58:08 main:574] : INFO : Epoch 1704 | loss: 0.0310975 | val_loss: 0.031147 | Time: 2021.83 ms [2022-04-10 18:58:11 main:574] : INFO : Epoch 1705 | loss: 0.0311052 | val_loss: 0.0311302 | Time: 2033.65 ms [2022-04-10 18:58:13 main:574] : INFO : Epoch 1706 | loss: 0.0310979 | val_loss: 0.0311232 | Time: 2033.46 ms [2022-04-10 18:58:15 main:574] : INFO : Epoch 1707 | loss: 0.0310968 | val_loss: 0.0311283 | Time: 2073.67 ms [2022-04-10 18:58:17 main:574] : INFO : Epoch 1708 | loss: 0.0310971 | val_loss: 0.0311296 | Time: 2070.95 ms [2022-04-10 18:58:19 main:574] : INFO : Epoch 1709 | loss: 0.0310939 | val_loss: 0.031129 | Time: 2051.37 ms [2022-04-10 18:58:21 main:574] : INFO : Epoch 1710 | loss: 0.0310994 | val_loss: 0.0311248 | Time: 2006.62 ms [2022-04-10 18:58:23 main:574] : INFO : Epoch 1711 | loss: 0.0311053 | val_loss: 0.0311315 | Time: 2066.89 ms [2022-04-10 18:58:26 main:574] : INFO : Epoch 1712 | loss: 0.0311096 | val_loss: 0.0311417 | Time: 2063.54 ms [2022-04-10 18:58:28 main:574] : INFO : Epoch 1713 | loss: 0.0311103 | val_loss: 0.0311431 | Time: 2014.28 ms [2022-04-10 18:58:30 main:574] : INFO : Epoch 1714 | loss: 0.0311089 | val_loss: 0.031127 | Time: 2070.28 ms [2022-04-10 18:58:32 main:574] : INFO : Epoch 1715 | loss: 0.0311034 | val_loss: 0.0311314 | Time: 2012.67 ms [2022-04-10 18:58:34 main:574] : INFO : Epoch 1716 | loss: 0.0311062 | val_loss: 0.0311322 | Time: 2004.04 ms [2022-04-10 18:58:36 main:574] : INFO : Epoch 1717 | loss: 0.0311012 | val_loss: 0.0311253 | Time: 2062.53 ms [2022-04-10 18:58:38 main:574] : INFO : Epoch 1718 | loss: 0.0311028 | val_loss: 0.0311228 | Time: 2088.3 ms [2022-04-10 18:58:40 main:574] : INFO : Epoch 1719 | loss: 0.0311048 | val_loss: 0.0311221 | Time: 2031.83 ms [2022-04-10 18:58:43 main:574] : INFO : Epoch 1720 | loss: 0.0311019 | val_loss: 0.0311226 | Time: 2060.22 ms [2022-04-10 18:58:45 main:574] : INFO : Epoch 1721 | loss: 0.0311042 | val_loss: 0.0311262 | Time: 2054.28 ms [2022-04-10 18:58:47 main:574] : INFO : Epoch 1722 | loss: 0.0311046 | val_loss: 0.0311206 | Time: 2102.3 ms [2022-04-10 18:58:49 main:574] : INFO : Epoch 1723 | loss: 0.0311024 | val_loss: 0.0311214 | Time: 2031.28 ms [2022-04-10 18:58:51 main:574] : INFO : Epoch 1724 | loss: 0.0310984 | val_loss: 0.0311222 | Time: 2031.27 ms [2022-04-10 18:58:53 main:574] : INFO : Epoch 1725 | loss: 0.031099 | val_loss: 0.0311256 | Time: 2060.39 ms [2022-04-10 18:58:55 main:574] : INFO : Epoch 1726 | loss: 0.0311023 | val_loss: 0.0311216 | Time: 2048.68 ms [2022-04-10 18:58:57 main:574] : INFO : Epoch 1727 | loss: 0.0311051 | val_loss: 0.0311328 | Time: 1998.96 ms [2022-04-10 18:58:59 main:574] : INFO : Epoch 1728 | loss: 0.0310975 | val_loss: 0.0311273 | Time: 2008.56 ms [2022-04-10 18:59:02 main:574] : INFO : Epoch 1729 | loss: 0.0310941 | val_loss: 0.0311259 | Time: 2111.99 ms [2022-04-10 18:59:04 main:574] : INFO : Epoch 1730 | loss: 0.0310934 | val_loss: 0.0311266 | Time: 2087.5 ms [2022-04-10 18:59:06 main:574] : INFO : Epoch 1731 | loss: 0.0310957 | val_loss: 0.031126 | Time: 2065.75 ms [2022-04-10 18:59:08 main:574] : INFO : Epoch 1732 | loss: 0.031096 | val_loss: 0.0311329 | Time: 2154.72 ms [2022-04-10 18:59:10 main:574] : INFO : Epoch 1733 | loss: 0.0310976 | val_loss: 0.0311367 | Time: 2034.87 ms [2022-04-10 18:59:13 main:574] : INFO : Epoch 1734 | loss: 0.0311016 | val_loss: 0.0311292 | Time: 2005.57 ms [2022-04-10 18:59:15 main:574] : INFO : Epoch 1735 | loss: 0.031103 | val_loss: 0.0311309 | Time: 2064.82 ms [2022-04-10 18:59:17 main:574] : INFO : Epoch 1736 | loss: 0.0311162 | val_loss: 0.0311441 | Time: 2076.72 ms [2022-04-10 18:59:19 main:574] : INFO : Epoch 1737 | loss: 0.0311195 | val_loss: 0.0311411 | Time: 2049.73 ms [2022-04-10 18:59:21 main:574] : INFO : Epoch 1738 | loss: 0.0311078 | val_loss: 0.0311249 | Time: 2037.22 ms [2022-04-10 18:59:23 main:574] : INFO : Epoch 1739 | loss: 0.0311001 | val_loss: 0.0311292 | Time: 2052.95 ms [2022-04-10 18:59:25 main:574] : INFO : Epoch 1740 | loss: 0.0310971 | val_loss: 0.0311237 | Time: 2073.75 ms [2022-04-10 18:59:28 main:574] : INFO : Epoch 1741 | loss: 0.0310972 | val_loss: 0.0311241 | Time: 2029.33 ms [2022-04-10 18:59:30 main:574] : INFO : Epoch 1742 | loss: 0.0310995 | val_loss: 0.0311239 | Time: 2043.3 ms [2022-04-10 18:59:32 main:574] : INFO : Epoch 1743 | loss: 0.0310973 | val_loss: 0.0311246 | Time: 2081.17 ms [2022-04-10 18:59:34 main:574] : INFO : Epoch 1744 | loss: 0.0311087 | val_loss: 0.0311572 | Time: 2028.15 ms [2022-04-10 18:59:36 main:574] : INFO : Epoch 1745 | loss: 0.0311063 | val_loss: 0.0311435 | Time: 2116.05 ms [2022-04-10 18:59:39 main:574] : INFO : Epoch 1746 | loss: 0.0310971 | val_loss: 0.0311239 | Time: 2069.43 ms [2022-04-10 18:59:41 main:574] : INFO : Epoch 1747 | loss: 0.0310956 | val_loss: 0.0311307 | Time: 2069.78 ms [2022-04-10 18:59:43 main:574] : INFO : Epoch 1748 | loss: 0.0310967 | val_loss: 0.0311249 | Time: 2054.66 ms [2022-04-10 18:59:45 main:574] : INFO : Epoch 1749 | loss: 0.0310946 | val_loss: 0.0311279 | Time: 2042.02 ms [2022-04-10 18:59:47 main:574] : INFO : Epoch 1750 | loss: 0.0310958 | val_loss: 0.0311283 | Time: 2058.11 ms [2022-04-10 18:59:49 main:574] : INFO : Epoch 1751 | loss: 0.0310971 | val_loss: 0.031137 | Time: 2072.08 ms [2022-04-10 18:59:52 main:574] : INFO : Epoch 1752 | loss: 0.0310997 | val_loss: 0.0311273 | Time: 2062.09 ms [2022-04-10 18:59:54 main:574] : INFO : Epoch 1753 | loss: 0.0311252 | val_loss: 0.0311364 | Time: 2058.99 ms [2022-04-10 18:59:56 main:574] : INFO : Epoch 1754 | loss: 0.0311253 | val_loss: 0.03113 | Time: 1998.81 ms [2022-04-10 18:59:58 main:574] : INFO : Epoch 1755 | loss: 0.0311238 | val_loss: 0.0311261 | Time: 2068.16 ms [2022-04-10 19:00:00 main:574] : INFO : Epoch 1756 | loss: 0.0311195 | val_loss: 0.0311268 | Time: 2096.28 ms [2022-04-10 19:00:02 main:574] : INFO : Epoch 1757 | loss: 0.0311179 | val_loss: 0.031127 | Time: 1985.02 ms [2022-04-10 19:00:04 main:574] : INFO : Epoch 1758 | loss: 0.0311173 | val_loss: 0.0311376 | Time: 2032.46 ms [2022-04-10 19:00:06 main:574] : INFO : Epoch 1759 | loss: 0.0311148 | val_loss: 0.0311257 | Time: 2057.17 ms [2022-04-10 19:00:09 main:574] : INFO : Epoch 1760 | loss: 0.0311091 | val_loss: 0.031125 | Time: 2013.25 ms [2022-04-10 19:00:11 main:574] : INFO : Epoch 1761 | loss: 0.0311081 | val_loss: 0.0311216 | Time: 2029.33 ms [2022-04-10 19:00:13 main:574] : INFO : Epoch 1762 | loss: 0.031105 | val_loss: 0.0311232 | Time: 2036.39 ms [2022-04-10 19:00:15 main:574] : INFO : Epoch 1763 | loss: 0.0311047 | val_loss: 0.0311237 | Time: 2026.47 ms [2022-04-10 19:00:17 main:574] : INFO : Epoch 1764 | loss: 0.031106 | val_loss: 0.0311216 | Time: 2117.92 ms [2022-04-10 19:00:19 main:574] : INFO : Epoch 1765 | loss: 0.031105 | val_loss: 0.0311284 | Time: 2046.9 ms [2022-04-10 19:00:21 main:574] : INFO : Epoch 1766 | loss: 0.0311079 | val_loss: 0.0311286 | Time: 2049.54 ms [2022-04-10 19:00:23 main:574] : INFO : Epoch 1767 | loss: 0.031106 | val_loss: 0.0311261 | Time: 2103.29 ms [2022-04-10 19:00:26 main:574] : INFO : Epoch 1768 | loss: 0.0311063 | val_loss: 0.0311253 | Time: 2057.26 ms [2022-04-10 19:00:28 main:574] : INFO : Epoch 1769 | loss: 0.031105 | val_loss: 0.0311279 | Time: 2089.17 ms [2022-04-10 19:00:30 main:574] : INFO : Epoch 1770 | loss: 0.0311016 | val_loss: 0.031131 | Time: 2001.07 ms [2022-04-10 19:00:32 main:574] : INFO : Epoch 1771 | loss: 0.0311046 | val_loss: 0.0311252 | Time: 2128.01 ms [2022-04-10 19:00:34 main:574] : INFO : Epoch 1772 | loss: 0.0311033 | val_loss: 0.0311334 | Time: 2055.45 ms [2022-04-10 19:00:36 main:574] : INFO : Epoch 1773 | loss: 0.0311045 | val_loss: 0.0311218 | Time: 1990.12 ms [2022-04-10 19:00:39 main:574] : INFO : Epoch 1774 | loss: 0.0311032 | val_loss: 0.0311252 | Time: 2092.47 ms [2022-04-10 19:00:41 main:574] : INFO : Epoch 1775 | loss: 0.0311038 | val_loss: 0.0311236 | Time: 2019.1 ms [2022-04-10 19:00:43 main:574] : INFO : Epoch 1776 | loss: 0.0310977 | val_loss: 0.031124 | Time: 2026.69 ms [2022-04-10 19:00:45 main:574] : INFO : Epoch 1777 | loss: 0.0311022 | val_loss: 0.0311239 | Time: 2063.31 ms [2022-04-10 19:00:47 main:574] : INFO : Epoch 1778 | loss: 0.0310986 | val_loss: 0.0311249 | Time: 2035.7 ms [2022-04-10 19:00:49 main:574] : INFO : Epoch 1779 | loss: 0.0310986 | val_loss: 0.0311279 | Time: 2066.64 ms [2022-04-10 19:00:51 main:574] : INFO : Epoch 1780 | loss: 0.0311059 | val_loss: 0.0311209 | Time: 2069.36 ms [2022-04-10 19:00:54 main:574] : INFO : Epoch 1781 | loss: 0.0311033 | val_loss: 0.0311247 | Time: 2073.43 ms [2022-04-10 19:00:56 main:574] : INFO : Epoch 1782 | loss: 0.0311007 | val_loss: 0.0311175 | Time: 2045.79 ms [2022-04-10 19:00:58 main:574] : INFO : Epoch 1783 | loss: 0.031098 | val_loss: 0.0311212 | Time: 2079.32 ms [2022-04-10 19:01:00 main:574] : INFO : Epoch 1784 | loss: 0.0310965 | val_loss: 0.0311289 | Time: 2072.61 ms [2022-04-10 19:01:02 main:574] : INFO : Epoch 1785 | loss: 0.0310958 | val_loss: 0.0311216 | Time: 2020.95 ms [2022-04-10 19:01:04 main:574] : INFO : Epoch 1786 | loss: 0.0310951 | val_loss: 0.031119 | Time: 2044.72 ms [2022-04-10 19:01:07 main:574] : INFO : Epoch 1787 | loss: 0.0311015 | val_loss: 0.0311262 | Time: 2026.62 ms [2022-04-10 19:01:09 main:574] : INFO : Epoch 1788 | loss: 0.0310995 | val_loss: 0.031126 | Time: 2095.82 ms [2022-04-10 19:01:11 main:574] : INFO : Epoch 1789 | loss: 0.0310974 | val_loss: 0.031122 | Time: 2086.99 ms [2022-04-10 19:01:13 main:574] : INFO : Epoch 1790 | loss: 0.0311001 | val_loss: 0.0311362 | Time: 2026.48 ms [2022-04-10 19:01:15 main:574] : INFO : Epoch 1791 | loss: 0.0311029 | val_loss: 0.0311291 | Time: 2100 ms [2022-04-10 19:01:17 main:574] : INFO : Epoch 1792 | loss: 0.0311011 | val_loss: 0.0311296 | Time: 2082.68 ms [2022-04-10 19:01:20 main:574] : INFO : Epoch 1793 | loss: 0.0310978 | val_loss: 0.0311292 | Time: 2056.26 ms [2022-04-10 19:01:22 main:574] : INFO : Epoch 1794 | loss: 0.0310969 | val_loss: 0.0311256 | Time: 2046.35 ms [2022-04-10 19:01:24 main:574] : INFO : Epoch 1795 | loss: 0.0310953 | val_loss: 0.0311288 | Time: 2049.51 ms [2022-04-10 19:01:26 main:574] : INFO : Epoch 1796 | loss: 0.0310977 | val_loss: 0.0311461 | Time: 2091.64 ms [2022-04-10 19:01:28 main:574] : INFO : Epoch 1797 | loss: 0.0311027 | val_loss: 0.0311358 | Time: 2063.52 ms [2022-04-10 19:01:31 main:574] : INFO : Epoch 1798 | loss: 0.0311061 | val_loss: 0.0311275 | Time: 2071.37 ms [2022-04-10 19:01:33 main:574] : INFO : Epoch 1799 | loss: 0.0310992 | val_loss: 0.0311297 | Time: 2043.89 ms [2022-04-10 19:01:35 main:574] : INFO : Epoch 1800 | loss: 0.0310948 | val_loss: 0.0311285 | Time: 2050.09 ms [2022-04-10 19:01:37 main:574] : INFO : Epoch 1801 | loss: 0.031097 | val_loss: 0.031128 | Time: 2088.71 ms [2022-04-10 19:01:39 main:574] : INFO : Epoch 1802 | loss: 0.0310956 | val_loss: 0.0311272 | Time: 2091.5 ms [2022-04-10 19:01:41 main:574] : INFO : Epoch 1803 | loss: 0.0310974 | val_loss: 0.0311292 | Time: 2107.28 ms [2022-04-10 19:01:44 main:574] : INFO : Epoch 1804 | loss: 0.0310958 | val_loss: 0.0311238 | Time: 2066.69 ms [2022-04-10 19:01:46 main:574] : INFO : Epoch 1805 | loss: 0.0310914 | val_loss: 0.0311247 | Time: 2029.53 ms [2022-04-10 19:01:48 main:574] : INFO : Epoch 1806 | loss: 0.0310932 | val_loss: 0.0311268 | Time: 2078.04 ms [2022-04-10 19:01:50 main:574] : INFO : Epoch 1807 | loss: 0.0310896 | val_loss: 0.0311247 | Time: 2090.77 ms [2022-04-10 19:01:52 main:574] : INFO : Epoch 1808 | loss: 0.0310891 | val_loss: 0.0311262 | Time: 1993.96 ms [2022-04-10 19:01:54 main:574] : INFO : Epoch 1809 | loss: 0.0310893 | val_loss: 0.0311265 | Time: 2005.41 ms [2022-04-10 19:01:56 main:574] : INFO : Epoch 1810 | loss: 0.03109 | val_loss: 0.0311369 | Time: 2029.91 ms [2022-04-10 19:01:59 main:574] : INFO : Epoch 1811 | loss: 0.0310913 | val_loss: 0.0311297 | Time: 2090.13 ms [2022-04-10 19:02:01 main:574] : INFO : Epoch 1812 | loss: 0.0310935 | val_loss: 0.0311273 | Time: 2018.57 ms [2022-04-10 19:02:03 main:574] : INFO : Epoch 1813 | loss: 0.0310957 | val_loss: 0.031123 | Time: 2020.5 ms [2022-04-10 19:02:05 main:574] : INFO : Epoch 1814 | loss: 0.0310964 | val_loss: 0.0311344 | Time: 2081.45 ms [2022-04-10 19:02:07 main:574] : INFO : Epoch 1815 | loss: 0.0310949 | val_loss: 0.0311239 | Time: 2088.11 ms [2022-04-10 19:02:09 main:574] : INFO : Epoch 1816 | loss: 0.0310913 | val_loss: 0.0311265 | Time: 2047.46 ms [2022-04-10 19:02:12 main:574] : INFO : Epoch 1817 | loss: 0.0310904 | val_loss: 0.0311273 | Time: 2108.6 ms [2022-04-10 19:02:14 main:574] : INFO : Epoch 1818 | loss: 0.0310941 | val_loss: 0.0311284 | Time: 2063.19 ms [2022-04-10 19:02:16 main:574] : INFO : Epoch 1819 | loss: 0.0310908 | val_loss: 0.0311265 | Time: 2009.87 ms [2022-04-10 19:02:18 main:574] : INFO : Epoch 1820 | loss: 0.0310954 | val_loss: 0.0311337 | Time: 2053.67 ms [2022-04-10 19:02:20 main:574] : INFO : Epoch 1821 | loss: 0.0310945 | val_loss: 0.0311266 | Time: 2121.84 ms [2022-04-10 19:02:22 main:574] : INFO : Epoch 1822 | loss: 0.0311 | val_loss: 0.031127 | Time: 2033.89 ms [2022-04-10 19:02:24 main:574] : INFO : Epoch 1823 | loss: 0.0311013 | val_loss: 0.0311221 | Time: 2038.41 ms [2022-04-10 19:02:27 main:574] : INFO : Epoch 1824 | loss: 0.0311006 | val_loss: 0.0311206 | Time: 2016.31 ms [2022-04-10 19:02:29 main:574] : INFO : Epoch 1825 | loss: 0.0311071 | val_loss: 0.0311261 | Time: 2043.85 ms [2022-04-10 19:02:31 main:574] : INFO : Epoch 1826 | loss: 0.0310997 | val_loss: 0.031126 | Time: 2047.68 ms [2022-04-10 19:02:33 main:574] : INFO : Epoch 1827 | loss: 0.0310978 | val_loss: 0.031123 | Time: 2000.3 ms [2022-04-10 19:02:35 main:574] : INFO : Epoch 1828 | loss: 0.0310979 | val_loss: 0.0311262 | Time: 2054.35 ms [2022-04-10 19:02:37 main:574] : INFO : Epoch 1829 | loss: 0.031098 | val_loss: 0.0311235 | Time: 2055.27 ms [2022-04-10 19:02:39 main:574] : INFO : Epoch 1830 | loss: 0.0310976 | val_loss: 0.0311192 | Time: 2011.74 ms [2022-04-10 19:02:41 main:574] : INFO : Epoch 1831 | loss: 0.031097 | val_loss: 0.0311246 | Time: 2119.68 ms [2022-04-10 19:02:44 main:574] : INFO : Epoch 1832 | loss: 0.0310949 | val_loss: 0.0311225 | Time: 2088.82 ms [2022-04-10 19:02:46 main:574] : INFO : Epoch 1833 | loss: 0.0310977 | val_loss: 0.0311251 | Time: 2019.24 ms [2022-04-10 19:02:48 main:574] : INFO : Epoch 1834 | loss: 0.0310941 | val_loss: 0.0311221 | Time: 2004.63 ms [2022-04-10 19:02:50 main:574] : INFO : Epoch 1835 | loss: 0.0311057 | val_loss: 0.0311241 | Time: 2001.15 ms [2022-04-10 19:02:52 main:574] : INFO : Epoch 1836 | loss: 0.0311082 | val_loss: 0.03112 | Time: 2056.34 ms [2022-04-10 19:02:54 main:574] : INFO : Epoch 1837 | loss: 0.0311057 | val_loss: 0.0311229 | Time: 2071.42 ms [2022-04-10 19:02:56 main:574] : INFO : Epoch 1838 | loss: 0.0311069 | val_loss: 0.0311249 | Time: 2052.82 ms [2022-04-10 19:02:59 main:574] : INFO : Epoch 1839 | loss: 0.0311063 | val_loss: 0.03112 | Time: 2017.13 ms [2022-04-10 19:03:01 main:574] : INFO : Epoch 1840 | loss: 0.0311036 | val_loss: 0.0311215 | Time: 2004.25 ms [2022-04-10 19:03:03 main:574] : INFO : Epoch 1841 | loss: 0.0311007 | val_loss: 0.0311205 | Time: 2007.72 ms [2022-04-10 19:03:05 main:574] : INFO : Epoch 1842 | loss: 0.0311048 | val_loss: 0.0311242 | Time: 2075.35 ms [2022-04-10 19:03:07 main:574] : INFO : Epoch 1843 | loss: 0.0311006 | val_loss: 0.0311287 | Time: 2043.08 ms [2022-04-10 19:03:09 main:574] : INFO : Epoch 1844 | loss: 0.0311072 | val_loss: 0.0311458 | Time: 2082.15 ms [2022-04-10 19:03:11 main:574] : INFO : Epoch 1845 | loss: 0.0311122 | val_loss: 0.0311209 | Time: 2037.13 ms [2022-04-10 19:03:13 main:574] : INFO : Epoch 1846 | loss: 0.0311035 | val_loss: 0.0311188 | Time: 2034.74 ms [2022-04-10 19:03:16 main:574] : INFO : Epoch 1847 | loss: 0.0311027 | val_loss: 0.0311232 | Time: 2121.44 ms [2022-04-10 19:03:18 main:574] : INFO : Epoch 1848 | loss: 0.0311004 | val_loss: 0.0311237 | Time: 2081.03 ms [2022-04-10 19:03:20 main:574] : INFO : Epoch 1849 | loss: 0.031098 | val_loss: 0.0311271 | Time: 2076.53 ms [2022-04-10 19:03:22 main:574] : INFO : Epoch 1850 | loss: 0.0310979 | val_loss: 0.0311229 | Time: 2026.56 ms [2022-04-10 19:03:25 main:574] : INFO : Epoch 1851 | loss: 0.0310982 | val_loss: 0.0311239 | Time: 2103.08 ms [2022-04-10 19:03:27 main:574] : INFO : Epoch 1852 | loss: 0.031098 | val_loss: 0.0311283 | Time: 2144.67 ms [2022-04-10 19:03:29 main:574] : INFO : Epoch 1853 | loss: 0.0310969 | val_loss: 0.0311254 | Time: 2002.12 ms [2022-04-10 19:03:31 main:574] : INFO : Epoch 1854 | loss: 0.0310959 | val_loss: 0.0311343 | Time: 2067.11 ms [2022-04-10 19:03:33 main:574] : INFO : Epoch 1855 | loss: 0.0310943 | val_loss: 0.0311284 | Time: 2131.22 ms [2022-04-10 19:03:35 main:574] : INFO : Epoch 1856 | loss: 0.0310974 | val_loss: 0.0311218 | Time: 2033.93 ms [2022-04-10 19:03:37 main:574] : INFO : Epoch 1857 | loss: 0.0310995 | val_loss: 0.0311329 | Time: 2090.64 ms [2022-04-10 19:03:40 main:574] : INFO : Epoch 1858 | loss: 0.0310956 | val_loss: 0.0311232 | Time: 2053.26 ms [2022-04-10 19:03:42 main:574] : INFO : Epoch 1859 | loss: 0.0310982 | val_loss: 0.0311272 | Time: 2038.81 ms [2022-04-10 19:03:44 main:574] : INFO : Epoch 1860 | loss: 0.0311006 | val_loss: 0.0311254 | Time: 2058.5 ms [2022-04-10 19:03:46 main:574] : INFO : Epoch 1861 | loss: 0.0311039 | val_loss: 0.031118 | Time: 2035.73 ms [2022-04-10 19:03:48 main:574] : INFO : Epoch 1862 | loss: 0.031102 | val_loss: 0.0311189 | Time: 2082.8 ms [2022-04-10 19:03:50 main:574] : INFO : Epoch 1863 | loss: 0.0311018 | val_loss: 0.0311308 | Time: 2096.83 ms [2022-04-10 19:03:52 main:574] : INFO : Epoch 1864 | loss: 0.0310991 | val_loss: 0.0311194 | Time: 2081.34 ms [2022-04-10 19:03:55 main:574] : INFO : Epoch 1865 | loss: 0.0310945 | val_loss: 0.0311209 | Time: 2047.42 ms [2022-04-10 19:03:57 main:574] : INFO : Epoch 1866 | loss: 0.0310977 | val_loss: 0.0311194 | Time: 2060.14 ms [2022-04-10 19:03:59 main:574] : INFO : Epoch 1867 | loss: 0.0310988 | val_loss: 0.0311217 | Time: 2005.3 ms [2022-04-10 19:04:01 main:574] : INFO : Epoch 1868 | loss: 0.0310951 | val_loss: 0.0311184 | Time: 2085.54 ms [2022-04-10 19:04:03 main:574] : INFO : Epoch 1869 | loss: 0.0310937 | val_loss: 0.0311178 | Time: 2073.3 ms [2022-04-10 19:04:05 main:574] : INFO : Epoch 1870 | loss: 0.0310915 | val_loss: 0.0311186 | Time: 2045.67 ms [2022-04-10 19:04:08 main:574] : INFO : Epoch 1871 | loss: 0.0310942 | val_loss: 0.0311231 | Time: 2062.07 ms [2022-04-10 19:04:10 main:574] : INFO : Epoch 1872 | loss: 0.0310933 | val_loss: 0.0311294 | Time: 2059.08 ms [2022-04-10 19:04:12 main:574] : INFO : Epoch 1873 | loss: 0.031098 | val_loss: 0.0311172 | Time: 2052 ms [2022-04-10 19:04:14 main:574] : INFO : Epoch 1874 | loss: 0.0310939 | val_loss: 0.031123 | Time: 2081.43 ms [2022-04-10 19:04:16 main:574] : INFO : Epoch 1875 | loss: 0.0310974 | val_loss: 0.0311185 | Time: 2077.85 ms [2022-04-10 19:04:18 main:574] : INFO : Epoch 1876 | loss: 0.0310934 | val_loss: 0.0311401 | Time: 2010.21 ms [2022-04-10 19:04:20 main:574] : INFO : Epoch 1877 | loss: 0.0310996 | val_loss: 0.0311242 | Time: 2089.34 ms [2022-04-10 19:04:23 main:574] : INFO : Epoch 1878 | loss: 0.0310925 | val_loss: 0.0311391 | Time: 2109.36 ms [2022-04-10 19:04:25 main:574] : INFO : Epoch 1879 | loss: 0.0311006 | val_loss: 0.0311379 | Time: 2015.79 ms [2022-04-10 19:04:27 main:574] : INFO : Epoch 1880 | loss: 0.0311331 | val_loss: 0.0311456 | Time: 2163.34 ms [2022-04-10 19:04:29 main:574] : INFO : Epoch 1881 | loss: 0.0311292 | val_loss: 0.0311528 | Time: 2060.49 ms [2022-04-10 19:04:31 main:574] : INFO : Epoch 1882 | loss: 0.0311046 | val_loss: 0.0311281 | Time: 2056.61 ms [2022-04-10 19:04:33 main:574] : INFO : Epoch 1883 | loss: 0.0310999 | val_loss: 0.031128 | Time: 2024.55 ms [2022-04-10 19:04:36 main:574] : INFO : Epoch 1884 | loss: 0.0310937 | val_loss: 0.0311367 | Time: 2049.84 ms [2022-04-10 19:04:38 main:574] : INFO : Epoch 1885 | loss: 0.0310913 | val_loss: 0.0311258 | Time: 2129.64 ms [2022-04-10 19:04:40 main:574] : INFO : Epoch 1886 | loss: 0.0310916 | val_loss: 0.0311215 | Time: 2079.52 ms [2022-04-10 19:04:42 main:574] : INFO : Epoch 1887 | loss: 0.0310898 | val_loss: 0.0311206 | Time: 2040.93 ms [2022-04-10 19:04:44 main:574] : INFO : Epoch 1888 | loss: 0.0310893 | val_loss: 0.0311211 | Time: 2053.59 ms [2022-04-10 19:04:47 main:574] : INFO : Epoch 1889 | loss: 0.0310949 | val_loss: 0.0311211 | Time: 2037.85 ms [2022-04-10 19:04:49 main:574] : INFO : Epoch 1890 | loss: 0.0310885 | val_loss: 0.0311239 | Time: 2055.5 ms [2022-04-10 19:04:51 main:574] : INFO : Epoch 1891 | loss: 0.0310893 | val_loss: 0.0311341 | Time: 2059.88 ms [2022-04-10 19:04:53 main:574] : INFO : Epoch 1892 | loss: 0.0310954 | val_loss: 0.0311391 | Time: 2026.26 ms [2022-04-10 19:04:55 main:574] : INFO : Epoch 1893 | loss: 0.0310994 | val_loss: 0.0311274 | Time: 2078.58 ms [2022-04-10 19:04:57 main:574] : INFO : Epoch 1894 | loss: 0.0310953 | val_loss: 0.0311245 | Time: 2073.97 ms [2022-04-10 19:05:00 main:574] : INFO : Epoch 1895 | loss: 0.0310912 | val_loss: 0.0311167 | Time: 2086.89 ms [2022-04-10 19:05:02 main:574] : INFO : Epoch 1896 | loss: 0.0310917 | val_loss: 0.0311219 | Time: 2046.89 ms [2022-04-10 19:05:04 main:574] : INFO : Epoch 1897 | loss: 0.0310905 | val_loss: 0.0311233 | Time: 2023.9 ms [2022-04-10 19:05:06 main:574] : INFO : Epoch 1898 | loss: 0.0311228 | val_loss: 0.0311522 | Time: 2104.8 ms [2022-04-10 19:05:08 main:574] : INFO : Epoch 1899 | loss: 0.0311455 | val_loss: 0.0311458 | Time: 2043.5 ms [2022-04-10 19:05:10 main:574] : INFO : Epoch 1900 | loss: 0.0311406 | val_loss: 0.0311394 | Time: 2041.29 ms [2022-04-10 19:05:13 main:574] : INFO : Epoch 1901 | loss: 0.031134 | val_loss: 0.0311454 | Time: 2039.65 ms [2022-04-10 19:05:15 main:574] : INFO : Epoch 1902 | loss: 0.0311337 | val_loss: 0.0311398 | Time: 2047.21 ms [2022-04-10 19:05:17 main:574] : INFO : Epoch 1903 | loss: 0.0311292 | val_loss: 0.0311366 | Time: 2061.92 ms [2022-04-10 19:05:19 main:574] : INFO : Epoch 1904 | loss: 0.0311273 | val_loss: 0.031138 | Time: 2013.38 ms [2022-04-10 19:05:21 main:574] : INFO : Epoch 1905 | loss: 0.0311262 | val_loss: 0.0311317 | Time: 2096.9 ms [2022-04-10 19:05:23 main:574] : INFO : Epoch 1906 | loss: 0.0311226 | val_loss: 0.0311328 | Time: 2037.43 ms [2022-04-10 19:05:25 main:574] : INFO : Epoch 1907 | loss: 0.0311212 | val_loss: 0.0311303 | Time: 2039.85 ms [2022-04-10 19:05:28 main:574] : INFO : Epoch 1908 | loss: 0.0311194 | val_loss: 0.0311309 | Time: 2032.78 ms [2022-04-10 19:05:30 main:574] : INFO : Epoch 1909 | loss: 0.0311167 | val_loss: 0.0311305 | Time: 2107.17 ms [2022-04-10 19:05:32 main:574] : INFO : Epoch 1910 | loss: 0.0311158 | val_loss: 0.0311276 | Time: 2052.59 ms [2022-04-10 19:05:34 main:574] : INFO : Epoch 1911 | loss: 0.0311184 | val_loss: 0.0311298 | Time: 2111.18 ms [2022-04-10 19:05:36 main:574] : INFO : Epoch 1912 | loss: 0.0311183 | val_loss: 0.0311304 | Time: 2056.11 ms [2022-04-10 19:05:38 main:574] : INFO : Epoch 1913 | loss: 0.0311179 | val_loss: 0.0311283 | Time: 2088.94 ms [2022-04-10 19:05:40 main:574] : INFO : Epoch 1914 | loss: 0.0311175 | val_loss: 0.0311357 | Time: 2011.8 ms [2022-04-10 19:05:43 main:574] : INFO : Epoch 1915 | loss: 0.0311159 | val_loss: 0.031128 | Time: 2097.49 ms [2022-04-10 19:05:45 main:574] : INFO : Epoch 1916 | loss: 0.0311168 | val_loss: 0.031126 | Time: 2095.9 ms [2022-04-10 19:05:47 main:574] : INFO : Epoch 1917 | loss: 0.031118 | val_loss: 0.031126 | Time: 2036.96 ms [2022-04-10 19:05:49 main:574] : INFO : Epoch 1918 | loss: 0.0311191 | val_loss: 0.0311272 | Time: 2081.44 ms [2022-04-10 19:05:51 main:574] : INFO : Epoch 1919 | loss: 0.0311251 | val_loss: 0.0311267 | Time: 2008.61 ms [2022-04-10 19:05:53 main:574] : INFO : Epoch 1920 | loss: 0.0311176 | val_loss: 0.0311281 | Time: 2100.7 ms [2022-04-10 19:05:56 main:574] : INFO : Epoch 1921 | loss: 0.0311149 | val_loss: 0.0311255 | Time: 2100.24 ms [2022-04-10 19:05:58 main:574] : INFO : Epoch 1922 | loss: 0.0311121 | val_loss: 0.0311238 | Time: 2023.09 ms [2022-04-10 19:06:00 main:574] : INFO : Epoch 1923 | loss: 0.0311113 | val_loss: 0.0311234 | Time: 2071.06 ms [2022-04-10 19:06:02 main:574] : INFO : Epoch 1924 | loss: 0.0311135 | val_loss: 0.0311251 | Time: 2050.88 ms [2022-04-10 19:06:04 main:574] : INFO : Epoch 1925 | loss: 0.03111 | val_loss: 0.0311316 | Time: 2036.5 ms [2022-04-10 19:06:07 main:574] : INFO : Epoch 1926 | loss: 0.0311112 | val_loss: 0.0311266 | Time: 2048.19 ms [2022-04-10 19:06:09 main:574] : INFO : Epoch 1927 | loss: 0.0311136 | val_loss: 0.0311247 | Time: 2091.89 ms [2022-04-10 19:06:11 main:574] : INFO : Epoch 1928 | loss: 0.0311119 | val_loss: 0.0311384 | Time: 2037.58 ms [2022-04-10 19:06:13 main:574] : INFO : Epoch 1929 | loss: 0.031116 | val_loss: 0.0311254 | Time: 2048.2 ms [2022-04-10 19:06:15 main:574] : INFO : Epoch 1930 | loss: 0.0311114 | val_loss: 0.0311302 | Time: 2029.73 ms [2022-04-10 19:06:17 main:574] : INFO : Epoch 1931 | loss: 0.0311087 | val_loss: 0.0311272 | Time: 2072.78 ms [2022-04-10 19:06:20 main:574] : INFO : Epoch 1932 | loss: 0.0311069 | val_loss: 0.0311384 | Time: 2117.44 ms [2022-04-10 19:06:22 main:574] : INFO : Epoch 1933 | loss: 0.0311071 | val_loss: 0.0311263 | Time: 2059.83 ms [2022-04-10 19:06:24 main:574] : INFO : Epoch 1934 | loss: 0.0311119 | val_loss: 0.0311278 | Time: 2068.29 ms [2022-04-10 19:06:26 main:574] : INFO : Epoch 1935 | loss: 0.0311045 | val_loss: 0.0311247 | Time: 2042.05 ms [2022-04-10 19:06:28 main:574] : INFO : Epoch 1936 | loss: 0.0311127 | val_loss: 0.0311278 | Time: 2124.89 ms [2022-04-10 19:06:31 main:574] : INFO : Epoch 1937 | loss: 0.0311217 | val_loss: 0.0311307 | Time: 2140.85 ms [2022-04-10 19:06:33 main:574] : INFO : Epoch 1938 | loss: 0.0311134 | val_loss: 0.0311277 | Time: 2049.46 ms [2022-04-10 19:06:35 main:574] : INFO : Epoch 1939 | loss: 0.0311091 | val_loss: 0.0311196 | Time: 2047.84 ms [2022-04-10 19:06:37 main:574] : INFO : Epoch 1940 | loss: 0.0311056 | val_loss: 0.0311213 | Time: 2049.22 ms [2022-04-10 19:06:39 main:574] : INFO : Epoch 1941 | loss: 0.0311056 | val_loss: 0.0311243 | Time: 2008.37 ms [2022-04-10 19:06:41 main:574] : INFO : Epoch 1942 | loss: 0.03111 | val_loss: 0.0311312 | Time: 2021.97 ms [2022-04-10 19:06:43 main:574] : INFO : Epoch 1943 | loss: 0.0311155 | val_loss: 0.0311273 | Time: 2020.23 ms [2022-04-10 19:06:46 main:574] : INFO : Epoch 1944 | loss: 0.0311082 | val_loss: 0.0311234 | Time: 2018.95 ms [2022-04-10 19:06:48 main:574] : INFO : Epoch 1945 | loss: 0.0311051 | val_loss: 0.031127 | Time: 2088.92 ms [2022-04-10 19:06:50 main:574] : INFO : Epoch 1946 | loss: 0.031104 | val_loss: 0.0311239 | Time: 2073.25 ms [2022-04-10 19:06:52 main:574] : INFO : Epoch 1947 | loss: 0.0311025 | val_loss: 0.0311251 | Time: 2076.19 ms [2022-04-10 19:06:54 main:574] : INFO : Epoch 1948 | loss: 0.0311032 | val_loss: 0.0311218 | Time: 2046.34 ms [2022-04-10 19:06:56 main:574] : INFO : Epoch 1949 | loss: 0.0311048 | val_loss: 0.0311407 | Time: 2021.45 ms [2022-04-10 19:06:59 main:574] : INFO : Epoch 1950 | loss: 0.0311045 | val_loss: 0.0311271 | Time: 2057.81 ms [2022-04-10 19:07:01 main:574] : INFO : Epoch 1951 | loss: 0.0311016 | val_loss: 0.0311245 | Time: 2054.87 ms [2022-04-10 19:07:03 main:574] : INFO : Epoch 1952 | loss: 0.0311013 | val_loss: 0.031121 | Time: 2030.4 ms [2022-04-10 19:07:05 main:574] : INFO : Epoch 1953 | loss: 0.0311014 | val_loss: 0.0311212 | Time: 2121.52 ms [2022-04-10 19:07:07 main:574] : INFO : Epoch 1954 | loss: 0.0311008 | val_loss: 0.0311251 | Time: 2061.23 ms [2022-04-10 19:07:09 main:574] : INFO : Epoch 1955 | loss: 0.0311036 | val_loss: 0.0311292 | Time: 2059.34 ms [2022-04-10 19:07:12 main:574] : INFO : Epoch 1956 | loss: 0.0311025 | val_loss: 0.0311274 | Time: 2038.26 ms [2022-04-10 19:07:14 main:574] : INFO : Epoch 1957 | loss: 0.031104 | val_loss: 0.0311276 | Time: 1981.51 ms [2022-04-10 19:07:16 main:574] : INFO : Epoch 1958 | loss: 0.0311082 | val_loss: 0.0311325 | Time: 2065.14 ms [2022-04-10 19:07:18 main:574] : INFO : Epoch 1959 | loss: 0.0311012 | val_loss: 0.0311243 | Time: 2050.71 ms [2022-04-10 19:07:20 main:574] : INFO : Epoch 1960 | loss: 0.0311022 | val_loss: 0.0311322 | Time: 2040.37 ms [2022-04-10 19:07:22 main:574] : INFO : Epoch 1961 | loss: 0.0311074 | val_loss: 0.0311338 | Time: 2062.22 ms [2022-04-10 19:07:24 main:574] : INFO : Epoch 1962 | loss: 0.0311056 | val_loss: 0.0311252 | Time: 2098.75 ms [2022-04-10 19:07:26 main:574] : INFO : Epoch 1963 | loss: 0.0311032 | val_loss: 0.0311279 | Time: 2029.37 ms [2022-04-10 19:07:29 main:574] : INFO : Epoch 1964 | loss: 0.0311092 | val_loss: 0.0311254 | Time: 2069.09 ms [2022-04-10 19:07:31 main:574] : INFO : Epoch 1965 | loss: 0.0311152 | val_loss: 0.0311264 | Time: 2027.54 ms [2022-04-10 19:07:33 main:574] : INFO : Epoch 1966 | loss: 0.031116 | val_loss: 0.0311259 | Time: 2108.57 ms [2022-04-10 19:07:35 main:574] : INFO : Epoch 1967 | loss: 0.0311145 | val_loss: 0.031131 | Time: 2016.99 ms [2022-04-10 19:07:37 main:574] : INFO : Epoch 1968 | loss: 0.0311064 | val_loss: 0.0311259 | Time: 2037.23 ms [2022-04-10 19:07:39 main:574] : INFO : Epoch 1969 | loss: 0.0311056 | val_loss: 0.0311223 | Time: 2107.39 ms [2022-04-10 19:07:41 main:574] : INFO : Epoch 1970 | loss: 0.0311045 | val_loss: 0.0311241 | Time: 2087.4 ms [2022-04-10 19:07:44 main:574] : INFO : Epoch 1971 | loss: 0.0311034 | val_loss: 0.0311224 | Time: 2041.2 ms [2022-04-10 19:07:46 main:574] : INFO : Epoch 1972 | loss: 0.0311034 | val_loss: 0.0311239 | Time: 2059.22 ms [2022-04-10 19:07:48 main:574] : INFO : Epoch 1973 | loss: 0.0311048 | val_loss: 0.0311245 | Time: 2036.32 ms [2022-04-10 19:07:50 main:574] : INFO : Epoch 1974 | loss: 0.0311028 | val_loss: 0.0311221 | Time: 2075.73 ms [2022-04-10 19:07:52 main:574] : INFO : Epoch 1975 | loss: 0.0311055 | val_loss: 0.0311313 | Time: 2056.55 ms [2022-04-10 19:07:54 main:574] : INFO : Epoch 1976 | loss: 0.0311034 | val_loss: 0.0311233 | Time: 2016.18 ms [2022-04-10 19:07:56 main:574] : INFO : Epoch 1977 | loss: 0.0310995 | val_loss: 0.0311284 | Time: 2036.65 ms [2022-04-10 19:07:58 main:574] : INFO : Epoch 1978 | loss: 0.0311012 | val_loss: 0.031132 | Time: 2017.25 ms [2022-04-10 19:08:01 main:574] : INFO : Epoch 1979 | loss: 0.0311071 | val_loss: 0.0311261 | Time: 2045.75 ms [2022-04-10 19:08:03 main:574] : INFO : Epoch 1980 | loss: 0.0311053 | val_loss: 0.0311283 | Time: 2080.32 ms [2022-04-10 19:08:05 main:574] : INFO : Epoch 1981 | loss: 0.0311038 | val_loss: 0.0311253 | Time: 2086.78 ms [2022-04-10 19:08:07 main:574] : INFO : Epoch 1982 | loss: 0.0311007 | val_loss: 0.0311255 | Time: 2037.41 ms [2022-04-10 19:08:09 main:574] : INFO : Epoch 1983 | loss: 0.0310994 | val_loss: 0.0311222 | Time: 2109.63 ms [2022-04-10 19:08:11 main:574] : INFO : Epoch 1984 | loss: 0.0310988 | val_loss: 0.0311268 | Time: 2068.54 ms [2022-04-10 19:08:14 main:574] : INFO : Epoch 1985 | loss: 0.0310976 | val_loss: 0.0311216 | Time: 2047.85 ms [2022-04-10 19:08:16 main:574] : INFO : Epoch 1986 | loss: 0.0310977 | val_loss: 0.0311237 | Time: 2042.37 ms [2022-04-10 19:08:18 main:574] : INFO : Epoch 1987 | loss: 0.0311037 | val_loss: 0.0311204 | Time: 2033.87 ms [2022-04-10 19:08:20 main:574] : INFO : Epoch 1988 | loss: 0.0311039 | val_loss: 0.0311237 | Time: 2048.27 ms [2022-04-10 19:08:22 main:574] : INFO : Epoch 1989 | loss: 0.0311008 | val_loss: 0.0311294 | Time: 2017.41 ms [2022-04-10 19:08:24 main:574] : INFO : Epoch 1990 | loss: 0.0310972 | val_loss: 0.031123 | Time: 2054.11 ms [2022-04-10 19:08:26 main:574] : INFO : Epoch 1991 | loss: 0.031097 | val_loss: 0.0311231 | Time: 2021.94 ms [2022-04-10 19:08:29 main:574] : INFO : Epoch 1992 | loss: 0.0310976 | val_loss: 0.0311262 | Time: 2011.51 ms [2022-04-10 19:08:31 main:574] : INFO : Epoch 1993 | loss: 0.0310972 | val_loss: 0.0311299 | Time: 2092.53 ms [2022-04-10 19:08:33 main:574] : INFO : Epoch 1994 | loss: 0.0311009 | val_loss: 0.0311244 | Time: 2078.24 ms [2022-04-10 19:08:35 main:574] : INFO : Epoch 1995 | loss: 0.0310981 | val_loss: 0.0311321 | Time: 2071.71 ms [2022-04-10 19:08:37 main:574] : INFO : Epoch 1996 | loss: 0.031098 | val_loss: 0.0311221 | Time: 2127.97 ms [2022-04-10 19:08:39 main:574] : INFO : Epoch 1997 | loss: 0.031099 | val_loss: 0.0311266 | Time: 2046.09 ms [2022-04-10 19:08:42 main:574] : INFO : Epoch 1998 | loss: 0.031102 | val_loss: 0.0311272 | Time: 2042.51 ms [2022-04-10 19:08:44 main:574] : INFO : Epoch 1999 | loss: 0.031103 | val_loss: 0.0311236 | Time: 2022.32 ms [2022-04-10 19:08:46 main:574] : INFO : Epoch 2000 | loss: 0.0311009 | val_loss: 0.0311247 | Time: 2098.02 ms [2022-04-10 19:08:48 main:574] : INFO : Epoch 2001 | loss: 0.031099 | val_loss: 0.0311236 | Time: 2063.16 ms [2022-04-10 19:08:50 main:574] : INFO : Epoch 2002 | loss: 0.0310999 | val_loss: 0.0311219 | Time: 2067.78 ms [2022-04-10 19:08:52 main:574] : INFO : Epoch 2003 | loss: 0.0310997 | val_loss: 0.0311234 | Time: 2086.49 ms [2022-04-10 19:08:54 main:574] : INFO : Epoch 2004 | loss: 0.031099 | val_loss: 0.0311257 | Time: 2033.95 ms [2022-04-10 19:08:57 main:574] : INFO : Epoch 2005 | loss: 0.0310965 | val_loss: 0.0311204 | Time: 2066.11 ms [2022-04-10 19:08:59 main:574] : INFO : Epoch 2006 | loss: 0.0310958 | val_loss: 0.0311264 | Time: 2085 ms [2022-04-10 19:09:01 main:574] : INFO : Epoch 2007 | loss: 0.0310965 | val_loss: 0.0311241 | Time: 2077.56 ms [2022-04-10 19:09:03 main:574] : INFO : Epoch 2008 | loss: 0.0310943 | val_loss: 0.0311242 | Time: 2025.7 ms [2022-04-10 19:09:05 main:574] : INFO : Epoch 2009 | loss: 0.0310937 | val_loss: 0.031125 | Time: 2062.42 ms [2022-04-10 19:09:07 main:574] : INFO : Epoch 2010 | loss: 0.0310939 | val_loss: 0.0311294 | Time: 2028.29 ms [2022-04-10 19:09:10 main:574] : INFO : Epoch 2011 | loss: 0.0310972 | val_loss: 0.0311209 | Time: 2079.02 ms [2022-04-10 19:09:12 main:574] : INFO : Epoch 2012 | loss: 0.0310939 | val_loss: 0.0311228 | Time: 2044.74 ms [2022-04-10 19:09:14 main:574] : INFO : Epoch 2013 | loss: 0.031096 | val_loss: 0.0311243 | Time: 2042.68 ms [2022-04-10 19:09:16 main:574] : INFO : Epoch 2014 | loss: 0.0310982 | val_loss: 0.0311318 | Time: 2033.86 ms [2022-04-10 19:09:18 main:574] : INFO : Epoch 2015 | loss: 0.0310967 | val_loss: 0.031128 | Time: 2058.49 ms [2022-04-10 19:09:20 main:574] : INFO : Epoch 2016 | loss: 0.0311019 | val_loss: 0.0311318 | Time: 2073.04 ms [2022-04-10 19:09:22 main:574] : INFO : Epoch 2017 | loss: 0.0311038 | val_loss: 0.0311326 | Time: 2034.25 ms [2022-04-10 19:09:25 main:574] : INFO : Epoch 2018 | loss: 0.0311075 | val_loss: 0.0311227 | Time: 2094.82 ms [2022-04-10 19:09:27 main:574] : INFO : Epoch 2019 | loss: 0.0310987 | val_loss: 0.0311219 | Time: 2084.9 ms [2022-04-10 19:09:29 main:574] : INFO : Epoch 2020 | loss: 0.0310955 | val_loss: 0.031121 | Time: 2079.7 ms [2022-04-10 19:09:31 main:574] : INFO : Epoch 2021 | loss: 0.0310973 | val_loss: 0.0311281 | Time: 2078.14 ms [2022-04-10 19:09:33 main:574] : INFO : Epoch 2022 | loss: 0.0310977 | val_loss: 0.0311198 | Time: 2059.87 ms [2022-04-10 19:09:36 main:574] : INFO : Epoch 2023 | loss: 0.0310949 | val_loss: 0.0311246 | Time: 2064.02 ms [2022-04-10 19:09:38 main:574] : INFO : Epoch 2024 | loss: 0.0310954 | val_loss: 0.0311225 | Time: 2043.07 ms [2022-04-10 19:09:40 main:574] : INFO : Epoch 2025 | loss: 0.0310931 | val_loss: 0.0311248 | Time: 2082.6 ms [2022-04-10 19:09:42 main:574] : INFO : Epoch 2026 | loss: 0.0310955 | val_loss: 0.0311229 | Time: 2090.26 ms [2022-04-10 19:09:44 main:574] : INFO : Epoch 2027 | loss: 0.0310933 | val_loss: 0.0311285 | Time: 2155.63 ms [2022-04-10 19:09:46 main:574] : INFO : Epoch 2028 | loss: 0.031094 | val_loss: 0.0311236 | Time: 2058.01 ms [2022-04-10 19:09:48 main:574] : INFO : Epoch 2029 | loss: 0.0311029 | val_loss: 0.0311286 | Time: 2022.74 ms [2022-04-10 19:09:51 main:574] : INFO : Epoch 2030 | loss: 0.0310957 | val_loss: 0.0311226 | Time: 2053.11 ms [2022-04-10 19:09:53 main:574] : INFO : Epoch 2031 | loss: 0.0310962 | val_loss: 0.0311305 | Time: 2090.09 ms [2022-04-10 19:09:55 main:574] : INFO : Epoch 2032 | loss: 0.0310938 | val_loss: 0.031122 | Time: 2052.86 ms [2022-04-10 19:09:57 main:574] : INFO : Epoch 2033 | loss: 0.0310927 | val_loss: 0.0311264 | Time: 2075.99 ms [2022-04-10 19:09:59 main:574] : INFO : Epoch 2034 | loss: 0.031096 | val_loss: 0.0311278 | Time: 2042.3 ms [2022-04-10 19:10:01 main:574] : INFO : Epoch 2035 | loss: 0.031096 | val_loss: 0.0311245 | Time: 2037.99 ms [2022-04-10 19:10:03 main:574] : INFO : Epoch 2036 | loss: 0.0310958 | val_loss: 0.0311205 | Time: 2040.73 ms [2022-04-10 19:10:06 main:574] : INFO : Epoch 2037 | loss: 0.0310935 | val_loss: 0.0311332 | Time: 2089.66 ms [2022-04-10 19:10:08 main:574] : INFO : Epoch 2038 | loss: 0.0310967 | val_loss: 0.031125 | Time: 2087.4 ms [2022-04-10 19:10:10 main:574] : INFO : Epoch 2039 | loss: 0.0310939 | val_loss: 0.0311207 | Time: 2057.38 ms [2022-04-10 19:10:12 main:574] : INFO : Epoch 2040 | loss: 0.0310966 | val_loss: 0.0311227 | Time: 2043.29 ms [2022-04-10 19:10:14 main:574] : INFO : Epoch 2041 | loss: 0.0310991 | val_loss: 0.031119 | Time: 2064.48 ms [2022-04-10 19:10:17 main:574] : INFO : Epoch 2042 | loss: 0.0310957 | val_loss: 0.0311234 | Time: 2080.1 ms [2022-04-10 19:10:19 main:574] : INFO : Epoch 2043 | loss: 0.0310932 | val_loss: 0.0311195 | Time: 2103.07 ms [2022-04-10 19:10:21 main:574] : INFO : Epoch 2044 | loss: 0.0310915 | val_loss: 0.031128 | Time: 2033.41 ms [2022-04-10 19:10:23 main:574] : INFO : Epoch 2045 | loss: 0.031092 | val_loss: 0.031123 | Time: 2056.55 ms [2022-04-10 19:10:25 main:574] : INFO : Epoch 2046 | loss: 0.0310919 | val_loss: 0.031127 | Time: 2040.98 ms [2022-04-10 19:10:27 main:574] : INFO : Epoch 2047 | loss: 0.0310954 | val_loss: 0.0311266 | Time: 2068.08 ms [2022-04-10 19:10:29 main:574] : INFO : Epoch 2048 | loss: 0.0310957 | val_loss: 0.0311303 | Time: 2082.68 ms [2022-04-10 19:10:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311303 [2022-04-10 19:10:30 main:603] : INFO : Saving end state to config to file [2022-04-10 19:10:30 main:608] : INFO : Success, exiting.. 19:10:30 (20564): 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)