Task 12192383
| Name | ParityModified-1645992325-19121-0_0 |
| Workunit | 9373572 |
| Created | 27 Feb 2022, 20:05:26 UTC |
| Sent | 1 Mar 2022, 2:09:14 UTC |
| Report deadline | 9 Mar 2022, 2:09:14 UTC |
| Received | 1 Mar 2022, 4:48:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10100 |
| Run time | 1 hours 13 min 36 sec |
| CPU time | 1 hours 13 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,366.22 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.55 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 28 20:30:25 main:581] : INFO : Epoch 1538 | loss: 0.0309997 | val_loss: 0.0313067 | Time: 2150.34 ms [2022-02-28 20:30:27 main:581] : INFO : Epoch 1539 | loss: 0.031003 | val_loss: 0.031301 | Time: 2139.81 ms [2022-02-28 20:30:29 main:581] : INFO : Epoch 1540 | loss: 0.0310135 | val_loss: 0.0312918 | Time: 2165.37 ms [2022-02-28 20:30:32 main:581] : INFO : Epoch 1541 | loss: 0.0310026 | val_loss: 0.03136 | Time: 2165.78 ms [2022-02-28 20:30:34 main:581] : INFO : Epoch 1542 | loss: 0.0309985 | val_loss: 0.0313055 | Time: 2146.48 ms [2022-02-28 20:30:36 main:581] : INFO : Epoch 1543 | loss: 0.0309995 | val_loss: 0.0313264 | Time: 2143.52 ms [2022-02-28 20:30:38 main:581] : INFO : Epoch 1544 | loss: 0.0309989 | val_loss: 0.0313023 | Time: 2145.81 ms [2022-02-28 20:30:40 main:581] : INFO : Epoch 1545 | loss: 0.0310235 | val_loss: 0.0312707 | Time: 2145.1 ms [2022-02-28 20:30:42 main:581] : INFO : Epoch 1546 | loss: 0.0310219 | val_loss: 0.0312788 | Time: 2170.47 ms [2022-02-28 20:30:44 main:581] : INFO : Epoch 1547 | loss: 0.0310054 | val_loss: 0.0313309 | Time: 2153.81 ms [2022-02-28 20:30:47 main:581] : INFO : Epoch 1548 | loss: 0.0309973 | val_loss: 0.031335 | Time: 2151.04 ms [2022-02-28 20:30:49 main:581] : INFO : Epoch 1549 | loss: 0.0309985 | val_loss: 0.0313367 | Time: 2178.13 ms [2022-02-28 20:30:51 main:581] : INFO : Epoch 1550 | loss: 0.0309949 | val_loss: 0.0313132 | Time: 2152.98 ms [2022-02-28 20:30:53 main:581] : INFO : Epoch 1551 | loss: 0.0310011 | val_loss: 0.0313246 | Time: 2154.71 ms [2022-02-28 20:30:55 main:581] : INFO : Epoch 1552 | loss: 0.0310064 | val_loss: 0.0313378 | Time: 2145.2 ms [2022-02-28 20:30:57 main:581] : INFO : Epoch 1553 | loss: 0.0310091 | val_loss: 0.0313191 | Time: 2157.36 ms [2022-02-28 20:31:00 main:581] : INFO : Epoch 1554 | loss: 0.0310095 | val_loss: 0.031329 | Time: 2151.87 ms [2022-02-28 20:31:02 main:581] : INFO : Epoch 1555 | loss: 0.0310021 | val_loss: 0.0312972 | Time: 2144.72 ms [2022-02-28 20:31:04 main:581] : INFO : Epoch 1556 | loss: 0.031008 | val_loss: 0.0313138 | Time: 2155.41 ms [2022-02-28 20:31:06 main:581] : INFO : Epoch 1557 | loss: 0.0310065 | val_loss: 0.0312962 | Time: 2149.37 ms [2022-02-28 20:31:08 main:581] : INFO : Epoch 1558 | loss: 0.0310079 | val_loss: 0.0313458 | Time: 2150.18 ms [2022-02-28 20:31:10 main:581] : INFO : Epoch 1559 | loss: 0.0310012 | val_loss: 0.0313284 | Time: 2158.14 ms [2022-02-28 20:31:12 main:581] : INFO : Epoch 1560 | loss: 0.0310008 | val_loss: 0.0313022 | Time: 2139.17 ms [2022-02-28 20:31:15 main:581] : INFO : Epoch 1561 | loss: 0.0310033 | val_loss: 0.031339 | Time: 2153.13 ms [2022-02-28 20:31:17 main:581] : INFO : Epoch 1562 | loss: 0.0310021 | val_loss: 0.031295 | Time: 2157.09 ms [2022-02-28 20:31:19 main:581] : INFO : Epoch 1563 | loss: 0.0309988 | val_loss: 0.0312984 | Time: 2169.09 ms [2022-02-28 20:31:21 main:581] : INFO : Epoch 1564 | loss: 0.0310119 | val_loss: 0.0312943 | Time: 2161.08 ms [2022-02-28 20:31:23 main:581] : INFO : Epoch 1565 | loss: 0.0310007 | val_loss: 0.0313038 | Time: 2143.89 ms [2022-02-28 20:31:25 main:581] : INFO : Epoch 1566 | loss: 0.0309954 | val_loss: 0.0313323 | Time: 2145.8 ms [2022-02-28 20:31:28 main:581] : INFO : Epoch 1567 | loss: 0.0309994 | val_loss: 0.0312875 | Time: 2169.74 ms [2022-02-28 20:31:30 main:581] : INFO : Epoch 1568 | loss: 0.0309964 | val_loss: 0.0313189 | Time: 2145.4 ms [2022-02-28 20:31:32 main:581] : INFO : Epoch 1569 | loss: 0.0309961 | val_loss: 0.0313339 | Time: 2157.51 ms [2022-02-28 20:31:34 main:581] : INFO : Epoch 1570 | loss: 0.0310058 | val_loss: 0.0313034 | Time: 2147.18 ms [2022-02-28 20:31:36 main:581] : INFO : Epoch 1571 | loss: 0.0310058 | val_loss: 0.0313354 | Time: 2140.73 ms [2022-02-28 20:31:38 main:581] : INFO : Epoch 1572 | loss: 0.0310007 | val_loss: 0.0313299 | Time: 2154.01 ms [2022-02-28 20:31:40 main:581] : INFO : Epoch 1573 | loss: 0.0309992 | val_loss: 0.0312999 | Time: 2138.71 ms [2022-02-28 20:31:43 main:581] : INFO : Epoch 1574 | loss: 0.0310043 | val_loss: 0.0313477 | Time: 2163.18 ms [2022-02-28 20:31:45 main:581] : INFO : Epoch 1575 | loss: 0.0310062 | val_loss: 0.0312985 | Time: 2142.31 ms [2022-02-28 20:31:47 main:581] : INFO : Epoch 1576 | loss: 0.0310035 | val_loss: 0.0313416 | Time: 2156.24 ms [2022-02-28 20:31:49 main:581] : INFO : Epoch 1577 | loss: 0.0310025 | val_loss: 0.0313224 | Time: 2155.98 ms [2022-02-28 20:31:51 main:581] : INFO : Epoch 1578 | loss: 0.0309989 | val_loss: 0.0313369 | Time: 2141.55 ms [2022-02-28 20:31:53 main:581] : INFO : Epoch 1579 | loss: 0.031 | val_loss: 0.0313329 | Time: 2148.92 ms [2022-02-28 20:31:55 main:581] : INFO : Epoch 1580 | loss: 0.0310059 | val_loss: 0.0313151 | Time: 2152.15 ms [2022-02-28 20:31:58 main:581] : INFO : Epoch 1581 | loss: 0.031004 | val_loss: 0.0313027 | Time: 2170.74 ms [2022-02-28 20:32:00 main:581] : INFO : Epoch 1582 | loss: 0.0309985 | val_loss: 0.0313497 | Time: 2158.6 ms [2022-02-28 20:32:02 main:581] : INFO : Epoch 1583 | loss: 0.0309929 | val_loss: 0.0313246 | Time: 2161.82 ms [2022-02-28 20:32:04 main:581] : INFO : Epoch 1584 | loss: 0.0310036 | val_loss: 0.0313122 | Time: 2162.66 ms [2022-02-28 20:32:06 main:581] : INFO : Epoch 1585 | loss: 0.0309976 | val_loss: 0.0313513 | Time: 2156.48 ms [2022-02-28 20:32:08 main:581] : INFO : Epoch 1586 | loss: 0.0310165 | val_loss: 0.0313219 | Time: 2171.28 ms [2022-02-28 20:32:11 main:581] : INFO : Epoch 1587 | loss: 0.0310058 | val_loss: 0.0313075 | Time: 2161.21 ms [2022-02-28 20:32:13 main:581] : INFO : Epoch 1588 | loss: 0.0310011 | val_loss: 0.0313187 | Time: 2149.13 ms [2022-02-28 20:32:15 main:581] : INFO : Epoch 1589 | loss: 0.0309982 | val_loss: 0.0313325 | Time: 2152.14 ms [2022-02-28 20:32:17 main:581] : INFO : Epoch 1590 | loss: 0.0310075 | val_loss: 0.0313104 | Time: 2151.27 ms [2022-02-28 20:32:19 main:581] : INFO : Epoch 1591 | loss: 0.0310031 | val_loss: 0.0312863 | Time: 2145.52 ms [2022-02-28 20:32:21 main:581] : INFO : Epoch 1592 | loss: 0.0310037 | val_loss: 0.0313389 | Time: 2141.37 ms [2022-02-28 20:32:24 main:581] : INFO : Epoch 1593 | loss: 0.030998 | val_loss: 0.0313434 | Time: 2172.39 ms [2022-02-28 20:32:26 main:581] : INFO : Epoch 1594 | loss: 0.0310021 | val_loss: 0.0313219 | Time: 2137.9 ms [2022-02-28 20:32:28 main:581] : INFO : Epoch 1595 | loss: 0.0310043 | val_loss: 0.0313285 | Time: 2161.83 ms [2022-02-28 20:32:30 main:581] : INFO : Epoch 1596 | loss: 0.0310045 | val_loss: 0.0313077 | Time: 2147.72 ms [2022-02-28 20:32:32 main:581] : INFO : Epoch 1597 | loss: 0.0310021 | val_loss: 0.0313352 | Time: 2153.98 ms [2022-02-28 20:32:34 main:581] : INFO : Epoch 1598 | loss: 0.0310031 | val_loss: 0.0312904 | Time: 2150.22 ms [2022-02-28 20:32:36 main:581] : INFO : Epoch 1599 | loss: 0.0310151 | val_loss: 0.0313487 | Time: 2164.33 ms [2022-02-28 20:32:39 main:581] : INFO : Epoch 1600 | loss: 0.0310068 | val_loss: 0.0313024 | Time: 2146.82 ms [2022-02-28 20:32:41 main:581] : INFO : Epoch 1601 | loss: 0.031007 | val_loss: 0.031308 | Time: 2148.07 ms [2022-02-28 20:32:43 main:581] : INFO : Epoch 1602 | loss: 0.0310178 | val_loss: 0.0313094 | Time: 2151.24 ms [2022-02-28 20:32:45 main:581] : INFO : Epoch 1603 | loss: 0.0310082 | val_loss: 0.0313359 | Time: 2148.14 ms [2022-02-28 20:32:47 main:581] : INFO : Epoch 1604 | loss: 0.0310017 | val_loss: 0.0313159 | Time: 2161.17 ms [2022-02-28 20:32:49 main:581] : INFO : Epoch 1605 | loss: 0.0309949 | val_loss: 0.0313209 | Time: 2159.23 ms [2022-02-28 20:32:52 main:581] : INFO : Epoch 1606 | loss: 0.0310016 | val_loss: 0.0313127 | Time: 2140.86 ms [2022-02-28 20:32:54 main:581] : INFO : Epoch 1607 | loss: 0.0310014 | val_loss: 0.0313469 | Time: 2145.69 ms [2022-02-28 20:32:56 main:581] : INFO : Epoch 1608 | loss: 0.0310003 | val_loss: 0.0313397 | Time: 2152.69 ms [2022-02-28 20:32:58 main:581] : INFO : Epoch 1609 | loss: 0.0309951 | val_loss: 0.0313189 | Time: 2149.94 ms [2022-02-28 20:33:00 main:581] : INFO : Epoch 1610 | loss: 0.0309981 | val_loss: 0.0313243 | Time: 2146.3 ms [2022-02-28 20:33:02 main:581] : INFO : Epoch 1611 | loss: 0.0309989 | val_loss: 0.0313236 | Time: 2146.14 ms [2022-02-28 20:33:04 main:581] : INFO : Epoch 1612 | loss: 0.0309991 | val_loss: 0.0313189 | Time: 2149.76 ms [2022-02-28 20:33:07 main:581] : INFO : Epoch 1613 | loss: 0.0309987 | val_loss: 0.0313074 | Time: 2142.52 ms [2022-02-28 20:33:09 main:581] : INFO : Epoch 1614 | loss: 0.0310024 | val_loss: 0.0313149 | Time: 2159.49 ms [2022-02-28 20:33:11 main:581] : INFO : Epoch 1615 | loss: 0.031011 | val_loss: 0.0313008 | Time: 2140.85 ms [2022-02-28 20:33:13 main:581] : INFO : Epoch 1616 | loss: 0.0310065 | val_loss: 0.0313188 | Time: 2145.12 ms [2022-02-28 20:33:15 main:581] : INFO : Epoch 1617 | loss: 0.0310028 | val_loss: 0.0313446 | Time: 2139.03 ms [2022-02-28 20:33:17 main:581] : INFO : Epoch 1618 | loss: 0.031008 | val_loss: 0.0313199 | Time: 2145.03 ms [2022-02-28 20:33:19 main:581] : INFO : Epoch 1619 | loss: 0.0310026 | val_loss: 0.0313175 | Time: 2143.99 ms [2022-02-28 20:33:22 main:581] : INFO : Epoch 1620 | loss: 0.0309994 | val_loss: 0.0313173 | Time: 2172.56 ms [2022-02-28 20:33:24 main:581] : INFO : Epoch 1621 | loss: 0.0309991 | val_loss: 0.0313302 | Time: 2151.13 ms [2022-02-28 20:33:26 main:581] : INFO : Epoch 1622 | loss: 0.0309948 | val_loss: 0.0313179 | Time: 2147.73 ms [2022-02-28 20:33:28 main:581] : INFO : Epoch 1623 | loss: 0.0310055 | val_loss: 0.0313216 | Time: 2147.54 ms [2022-02-28 20:33:30 main:581] : INFO : Epoch 1624 | loss: 0.0310001 | val_loss: 0.0313376 | Time: 2145.96 ms [2022-02-28 20:33:32 main:581] : INFO : Epoch 1625 | loss: 0.030999 | val_loss: 0.0313399 | Time: 2147.94 ms [2022-02-28 20:33:35 main:581] : INFO : Epoch 1626 | loss: 0.0310118 | val_loss: 0.0313188 | Time: 2151.38 ms [2022-02-28 20:33:37 main:581] : INFO : Epoch 1627 | loss: 0.0310167 | val_loss: 0.0313045 | Time: 2144.65 ms [2022-02-28 20:33:39 main:581] : INFO : Epoch 1628 | loss: 0.0310072 | val_loss: 0.0313253 | Time: 2161.11 ms [2022-02-28 20:33:41 main:581] : INFO : Epoch 1629 | loss: 0.0310054 | val_loss: 0.0313088 | Time: 2144.59 ms [2022-02-28 20:33:43 main:581] : INFO : Epoch 1630 | loss: 0.0310013 | val_loss: 0.0313202 | Time: 2138.62 ms [2022-02-28 20:33:45 main:581] : INFO : Epoch 1631 | loss: 0.0310005 | val_loss: 0.0313111 | Time: 2147.78 ms [2022-02-28 20:33:47 main:581] : INFO : Epoch 1632 | loss: 0.0310001 | val_loss: 0.0313297 | Time: 2155.74 ms [2022-02-28 20:33:50 main:581] : INFO : Epoch 1633 | loss: 0.0310076 | val_loss: 0.0313142 | Time: 2156.19 ms [2022-02-28 20:33:52 main:581] : INFO : Epoch 1634 | loss: 0.031 | val_loss: 0.0313256 | Time: 2158.28 ms [2022-02-28 20:33:54 main:581] : INFO : Epoch 1635 | loss: 0.0309971 | val_loss: 0.0313329 | Time: 2154.84 ms [2022-02-28 20:33:56 main:581] : INFO : Epoch 1636 | loss: 0.0309962 | val_loss: 0.0313098 | Time: 2153.19 ms [2022-02-28 20:33:58 main:581] : INFO : Epoch 1637 | loss: 0.0309983 | val_loss: 0.0313028 | Time: 2150.07 ms [2022-02-28 20:34:00 main:581] : INFO : Epoch 1638 | loss: 0.0310015 | val_loss: 0.0313094 | Time: 2145.48 ms [2022-02-28 20:34:02 main:581] : INFO : Epoch 1639 | loss: 0.030998 | val_loss: 0.0313119 | Time: 2153.11 ms [2022-02-28 20:34:05 main:581] : INFO : Epoch 1640 | loss: 0.0310056 | val_loss: 0.031327 | Time: 2145.3 ms [2022-02-28 20:34:07 main:581] : INFO : Epoch 1641 | loss: 0.0310005 | val_loss: 0.0313226 | Time: 2151.69 ms [2022-02-28 20:34:09 main:581] : INFO : Epoch 1642 | loss: 0.0309957 | val_loss: 0.0313432 | Time: 2160.64 ms [2022-02-28 20:34:11 main:581] : INFO : Epoch 1643 | loss: 0.0310002 | val_loss: 0.0313177 | Time: 2150.82 ms [2022-02-28 20:34:13 main:581] : INFO : Epoch 1644 | loss: 0.0310058 | val_loss: 0.0312934 | Time: 2171.39 ms [2022-02-28 20:34:15 main:581] : INFO : Epoch 1645 | loss: 0.0310025 | val_loss: 0.0313533 | Time: 2150.67 ms [2022-02-28 20:34:18 main:581] : INFO : Epoch 1646 | loss: 0.031009 | val_loss: 0.0312806 | Time: 2159.44 ms [2022-02-28 20:34:20 main:581] : INFO : Epoch 1647 | loss: 0.031012 | val_loss: 0.031299 | Time: 2160.86 ms [2022-02-28 20:34:22 main:581] : INFO : Epoch 1648 | loss: 0.0310033 | val_loss: 0.0313207 | Time: 2145.08 ms [2022-02-28 20:34:24 main:581] : INFO : Epoch 1649 | loss: 0.0310001 | val_loss: 0.0313468 | Time: 2168.18 ms [2022-02-28 20:34:26 main:581] : INFO : Epoch 1650 | loss: 0.0309984 | val_loss: 0.0312945 | Time: 2143.94 ms [2022-02-28 20:34:28 main:581] : INFO : Epoch 1651 | loss: 0.0309944 | val_loss: 0.0313428 | Time: 2152.12 ms [2022-02-28 20:34:30 main:581] : INFO : Epoch 1652 | loss: 0.0309954 | val_loss: 0.0313214 | Time: 2141.24 ms [2022-02-28 20:34:33 main:581] : INFO : Epoch 1653 | loss: 0.0310008 | val_loss: 0.0313478 | Time: 2161.8 ms [2022-02-28 20:34:35 main:581] : INFO : Epoch 1654 | loss: 0.0310068 | val_loss: 0.0313097 | Time: 2157.77 ms [2022-02-28 20:34:37 main:581] : INFO : Epoch 1655 | loss: 0.0309978 | val_loss: 0.0313581 | Time: 2160.87 ms [2022-02-28 20:34:39 main:581] : INFO : Epoch 1656 | loss: 0.0310058 | val_loss: 0.0313447 | Time: 2170.38 ms [2022-02-28 20:34:41 main:581] : INFO : Epoch 1657 | loss: 0.0310054 | val_loss: 0.0313283 | Time: 2151.53 ms [2022-02-28 20:34:43 main:581] : INFO : Epoch 1658 | loss: 0.0310048 | val_loss: 0.0313222 | Time: 2178.91 ms [2022-02-28 20:34:46 main:581] : INFO : Epoch 1659 | loss: 0.0310009 | val_loss: 0.0312975 | Time: 2148.57 ms [2022-02-28 20:34:48 main:581] : INFO : Epoch 1660 | loss: 0.0310078 | val_loss: 0.0313139 | Time: 2148.89 ms [2022-02-28 20:34:50 main:581] : INFO : Epoch 1661 | loss: 0.031002 | val_loss: 0.0313356 | Time: 2166.98 ms [2022-02-28 20:34:52 main:581] : INFO : Epoch 1662 | loss: 0.031 | val_loss: 0.0313269 | Time: 2141.08 ms [2022-02-28 20:34:54 main:581] : INFO : Epoch 1663 | loss: 0.0310016 | val_loss: 0.031297 | Time: 2156.14 ms [2022-02-28 20:34:56 main:581] : INFO : Epoch 1664 | loss: 0.0309999 | val_loss: 0.0313309 | Time: 2144.29 ms [2022-02-28 20:34:59 main:581] : INFO : Epoch 1665 | loss: 0.0309982 | val_loss: 0.0312872 | Time: 2146.41 ms [2022-02-28 20:35:01 main:581] : INFO : Epoch 1666 | loss: 0.0310062 | val_loss: 0.0313184 | Time: 2146.96 ms [2022-02-28 20:35:03 main:581] : INFO : Epoch 1667 | loss: 0.0310069 | val_loss: 0.0312962 | Time: 2149.75 ms [2022-02-28 20:35:05 main:581] : INFO : Epoch 1668 | loss: 0.0310021 | val_loss: 0.0313081 | Time: 2150.91 ms [2022-02-28 20:35:07 main:581] : INFO : Epoch 1669 | loss: 0.0310012 | val_loss: 0.0313196 | Time: 2154.78 ms [2022-02-28 20:35:09 main:581] : INFO : Epoch 1670 | loss: 0.031011 | val_loss: 0.031299 | Time: 2147.28 ms [2022-02-28 20:35:11 main:581] : INFO : Epoch 1671 | loss: 0.0310032 | val_loss: 0.0313224 | Time: 2151.45 ms [2022-02-28 20:35:14 main:581] : INFO : Epoch 1672 | loss: 0.0310016 | val_loss: 0.0313003 | Time: 2151.15 ms [2022-02-28 20:35:16 main:581] : INFO : Epoch 1673 | loss: 0.0310037 | val_loss: 0.0313125 | Time: 2146.72 ms [2022-02-28 20:35:18 main:581] : INFO : Epoch 1674 | loss: 0.0310181 | val_loss: 0.0313097 | Time: 2150.47 ms [2022-02-28 20:35:20 main:581] : INFO : Epoch 1675 | loss: 0.0310013 | val_loss: 0.0312991 | Time: 2157.43 ms [2022-02-28 20:35:22 main:581] : INFO : Epoch 1676 | loss: 0.0309983 | val_loss: 0.0313303 | Time: 2138.24 ms [2022-02-28 20:35:24 main:581] : INFO : Epoch 1677 | loss: 0.0310034 | val_loss: 0.0313164 | Time: 2140.02 ms [2022-02-28 20:35:26 main:581] : INFO : Epoch 1678 | loss: 0.0310114 | val_loss: 0.0313374 | Time: 2164.2 ms [2022-02-28 20:35:29 main:581] : INFO : Epoch 1679 | loss: 0.0310124 | val_loss: 0.0313377 | Time: 2158.9 ms [2022-02-28 20:35:31 main:581] : INFO : Epoch 1680 | loss: 0.0310018 | val_loss: 0.0313431 | Time: 2144.07 ms [2022-02-28 20:35:33 main:581] : INFO : Epoch 1681 | loss: 0.0310029 | val_loss: 0.0312967 | Time: 2148.43 ms [2022-02-28 20:35:35 main:581] : INFO : Epoch 1682 | loss: 0.0310023 | val_loss: 0.0313213 | Time: 2147.56 ms [2022-02-28 20:35:37 main:581] : INFO : Epoch 1683 | loss: 0.0310043 | val_loss: 0.0312931 | Time: 2147.51 ms [2022-02-28 20:35:39 main:581] : INFO : Epoch 1684 | loss: 0.0310033 | val_loss: 0.0313156 | Time: 2152.85 ms [2022-02-28 20:35:42 main:581] : INFO : Epoch 1685 | loss: 0.0309987 | val_loss: 0.0313196 | Time: 2163.09 ms [2022-02-28 20:35:44 main:581] : INFO : Epoch 1686 | loss: 0.0309995 | val_loss: 0.0313137 | Time: 2148.23 ms [2022-02-28 20:35:46 main:581] : INFO : Epoch 1687 | loss: 0.0310227 | val_loss: 0.0313374 | Time: 2148.22 ms [2022-02-28 20:35:48 main:581] : INFO : Epoch 1688 | loss: 0.0310199 | val_loss: 0.0313557 | Time: 2144.3 ms [2022-02-28 20:35:50 main:581] : INFO : Epoch 1689 | loss: 0.0310022 | val_loss: 0.0313273 | Time: 2144.28 ms [2022-02-28 20:35:52 main:581] : INFO : Epoch 1690 | loss: 0.0309996 | val_loss: 0.0313113 | Time: 2137.18 ms [2022-02-28 20:35:54 main:581] : INFO : Epoch 1691 | loss: 0.0309972 | val_loss: 0.0313252 | Time: 2147.19 ms [2022-02-28 20:35:57 main:581] : INFO : Epoch 1692 | loss: 0.0310049 | val_loss: 0.0313534 | Time: 2147.51 ms [2022-02-28 20:35:59 main:581] : INFO : Epoch 1693 | loss: 0.0310084 | val_loss: 0.0313215 | Time: 2152.54 ms [2022-02-28 20:36:01 main:581] : INFO : Epoch 1694 | loss: 0.0310113 | val_loss: 0.0313278 | Time: 2151.67 ms [2022-02-28 20:36:03 main:581] : INFO : Epoch 1695 | loss: 0.031009 | val_loss: 0.0312951 | Time: 2145.52 ms [2022-02-28 20:36:05 main:581] : INFO : Epoch 1696 | loss: 0.0310001 | val_loss: 0.0313293 | Time: 2142.76 ms [2022-02-28 20:36:07 main:581] : INFO : Epoch 1697 | loss: 0.0310061 | val_loss: 0.0313173 | Time: 2163.25 ms [2022-02-28 20:36:09 main:581] : INFO : Epoch 1698 | loss: 0.0310109 | val_loss: 0.031336 | Time: 2147.47 ms [2022-02-28 20:36:12 main:581] : INFO : Epoch 1699 | loss: 0.0310094 | val_loss: 0.0312714 | Time: 2151.06 ms [2022-02-28 20:36:14 main:581] : INFO : Epoch 1700 | loss: 0.0310196 | val_loss: 0.0312983 | Time: 2145.06 ms [2022-02-28 20:36:16 main:581] : INFO : Epoch 1701 | loss: 0.0310124 | val_loss: 0.0313101 | Time: 2165.38 ms [2022-02-28 20:36:18 main:581] : INFO : Epoch 1702 | loss: 0.0309971 | val_loss: 0.0313155 | Time: 2161.56 ms [2022-02-28 20:36:20 main:581] : INFO : Epoch 1703 | loss: 0.0310054 | val_loss: 0.0312942 | Time: 2157.34 ms [2022-02-28 20:36:22 main:581] : INFO : Epoch 1704 | loss: 0.0310055 | val_loss: 0.0312865 | Time: 2144.69 ms [2022-02-28 20:36:25 main:581] : INFO : Epoch 1705 | loss: 0.0310029 | val_loss: 0.0313205 | Time: 2144.32 ms [2022-02-28 20:36:27 main:581] : INFO : Epoch 1706 | loss: 0.0309996 | val_loss: 0.03135 | Time: 2143.32 ms [2022-02-28 20:36:29 main:581] : INFO : Epoch 1707 | loss: 0.0310017 | val_loss: 0.0313153 | Time: 2152.46 ms [2022-02-28 20:36:31 main:581] : INFO : Epoch 1708 | loss: 0.0310062 | val_loss: 0.0313419 | Time: 2143.44 ms [2022-02-28 20:36:33 main:581] : INFO : Epoch 1709 | loss: 0.0309996 | val_loss: 0.0312913 | Time: 2142.82 ms [2022-02-28 20:36:35 main:581] : INFO : Epoch 1710 | loss: 0.0310027 | val_loss: 0.0313438 | Time: 2153.77 ms [2022-02-28 20:36:37 main:581] : INFO : Epoch 1711 | loss: 0.0310021 | val_loss: 0.0313152 | Time: 2139.89 ms [2022-02-28 20:36:40 main:581] : INFO : Epoch 1712 | loss: 0.0310071 | val_loss: 0.0313359 | Time: 2173.41 ms [2022-02-28 20:36:42 main:581] : INFO : Epoch 1713 | loss: 0.031003 | val_loss: 0.0313144 | Time: 2156.03 ms [2022-02-28 20:36:44 main:581] : INFO : Epoch 1714 | loss: 0.0310083 | val_loss: 0.0313198 | Time: 2142.1 ms [2022-02-28 20:36:46 main:581] : INFO : Epoch 1715 | loss: 0.0309965 | val_loss: 0.0313406 | Time: 2147.16 ms [2022-02-28 20:36:48 main:581] : INFO : Epoch 1716 | loss: 0.0309935 | val_loss: 0.0313339 | Time: 2141.96 ms [2022-02-28 20:36:50 main:581] : INFO : Epoch 1717 | loss: 0.030999 | val_loss: 0.0313138 | Time: 2152.38 ms [2022-02-28 20:36:53 main:581] : INFO : Epoch 1718 | loss: 0.0310064 | val_loss: 0.0312863 | Time: 2161.47 ms [2022-02-28 20:36:55 main:581] : INFO : Epoch 1719 | loss: 0.0310012 | val_loss: 0.0313605 | Time: 2169.13 ms [2022-02-28 20:36:57 main:581] : INFO : Epoch 1720 | loss: 0.0310056 | val_loss: 0.0313261 | Time: 2159.28 ms [2022-02-28 20:36:59 main:581] : INFO : Epoch 1721 | loss: 0.0310013 | val_loss: 0.0313123 | Time: 2180.66 ms [2022-02-28 20:37:01 main:581] : INFO : Epoch 1722 | loss: 0.0310021 | val_loss: 0.0313086 | Time: 2149.26 ms [2022-02-28 20:37:03 main:581] : INFO : Epoch 1723 | loss: 0.0309979 | val_loss: 0.031322 | Time: 2153.74 ms [2022-02-28 20:37:05 main:581] : INFO : Epoch 1724 | loss: 0.0309995 | val_loss: 0.0312964 | Time: 2153.05 ms [2022-02-28 20:37:08 main:581] : INFO : Epoch 1725 | loss: 0.0310187 | val_loss: 0.0312965 | Time: 2167.72 ms [2022-02-28 20:37:10 main:581] : INFO : Epoch 1726 | loss: 0.0310051 | val_loss: 0.031346 | Time: 2144.2 ms [2022-02-28 20:37:12 main:581] : INFO : Epoch 1727 | loss: 0.0309921 | val_loss: 0.0313134 | Time: 2147.54 ms [2022-02-28 20:37:14 main:581] : INFO : Epoch 1728 | loss: 0.0309983 | val_loss: 0.0313526 | Time: 2149.8 ms [2022-02-28 20:37:16 main:581] : INFO : Epoch 1729 | loss: 0.0310107 | val_loss: 0.0313445 | Time: 2143.69 ms [2022-02-28 20:37:18 main:581] : INFO : Epoch 1730 | loss: 0.0310032 | val_loss: 0.0313128 | Time: 2168.86 ms [2022-02-28 20:37:21 main:581] : INFO : Epoch 1731 | loss: 0.0309972 | val_loss: 0.0313373 | Time: 2157.15 ms [2022-02-28 20:37:23 main:581] : INFO : Epoch 1732 | loss: 0.0310099 | val_loss: 0.0313109 | Time: 2149.06 ms [2022-02-28 20:37:25 main:581] : INFO : Epoch 1733 | loss: 0.0309998 | val_loss: 0.0313167 | Time: 2145.12 ms [2022-02-28 20:37:27 main:581] : INFO : Epoch 1734 | loss: 0.0310001 | val_loss: 0.0313367 | Time: 2153.26 ms [2022-02-28 20:37:29 main:581] : INFO : Epoch 1735 | loss: 0.0310072 | val_loss: 0.0313141 | Time: 2157.52 ms [2022-02-28 20:37:31 main:581] : INFO : Epoch 1736 | loss: 0.0309987 | val_loss: 0.0313236 | Time: 2152.98 ms [2022-02-28 20:37:33 main:581] : INFO : Epoch 1737 | loss: 0.0310042 | val_loss: 0.0313112 | Time: 2154.25 ms [2022-02-28 20:37:36 main:581] : INFO : Epoch 1738 | loss: 0.0309982 | val_loss: 0.0313211 | Time: 2146.64 ms [2022-02-28 20:37:38 main:581] : INFO : Epoch 1739 | loss: 0.0310019 | val_loss: 0.0312974 | Time: 2142.16 ms [2022-02-28 20:37:40 main:581] : INFO : Epoch 1740 | loss: 0.0309985 | val_loss: 0.0313341 | Time: 2171.38 ms [2022-02-28 20:37:42 main:581] : INFO : Epoch 1741 | loss: 0.0310044 | val_loss: 0.0313337 | Time: 2148.59 ms [2022-02-28 20:37:44 main:581] : INFO : Epoch 1742 | loss: 0.0310122 | val_loss: 0.0313494 | Time: 2148.48 ms [2022-02-28 20:37:46 main:581] : INFO : Epoch 1743 | loss: 0.0310067 | val_loss: 0.0313234 | Time: 2150.85 ms [2022-02-28 20:37:49 main:581] : INFO : Epoch 1744 | loss: 0.0309991 | val_loss: 0.0313212 | Time: 2136.25 ms [2022-02-28 20:37:51 main:581] : INFO : Epoch 1745 | loss: 0.031003 | val_loss: 0.0313429 | Time: 2153.45 ms [2022-02-28 20:37:53 main:581] : INFO : Epoch 1746 | loss: 0.0309995 | val_loss: 0.0312973 | Time: 2140.9 ms [2022-02-28 20:37:55 main:581] : INFO : Epoch 1747 | loss: 0.0310037 | val_loss: 0.03129 | Time: 2139.23 ms [2022-02-28 20:37:57 main:581] : INFO : Epoch 1748 | loss: 0.0310012 | val_loss: 0.0313131 | Time: 2155.44 ms [2022-02-28 20:37:59 main:581] : INFO : Epoch 1749 | loss: 0.030993 | val_loss: 0.031326 | Time: 2151.25 ms [2022-02-28 20:38:01 main:581] : INFO : Epoch 1750 | loss: 0.0310112 | val_loss: 0.0313289 | Time: 2148.95 ms [2022-02-28 20:38:04 main:581] : INFO : Epoch 1751 | loss: 0.0310015 | val_loss: 0.0313205 | Time: 2158.92 ms [2022-02-28 20:38:06 main:581] : INFO : Epoch 1752 | loss: 0.0310106 | val_loss: 0.031304 | Time: 2153.1 ms [2022-02-28 20:38:08 main:581] : INFO : Epoch 1753 | loss: 0.0310276 | val_loss: 0.0312788 | Time: 2137.94 ms [2022-02-28 20:38:10 main:581] : INFO : Epoch 1754 | loss: 0.0310216 | val_loss: 0.0312968 | Time: 2159.73 ms [2022-02-28 20:38:12 main:581] : INFO : Epoch 1755 | loss: 0.0310058 | val_loss: 0.0313015 | Time: 2146.76 ms [2022-02-28 20:38:14 main:581] : INFO : Epoch 1756 | loss: 0.0310043 | val_loss: 0.0313195 | Time: 2147.16 ms [2022-02-28 20:38:16 main:581] : INFO : Epoch 1757 | loss: 0.0310019 | val_loss: 0.031297 | Time: 2154.4 ms [2022-02-28 20:38:19 main:581] : INFO : Epoch 1758 | loss: 0.0309973 | val_loss: 0.0313121 | Time: 2167.32 ms [2022-02-28 20:38:21 main:581] : INFO : Epoch 1759 | loss: 0.0310195 | val_loss: 0.0313149 | Time: 2156.1 ms [2022-02-28 20:38:23 main:581] : INFO : Epoch 1760 | loss: 0.0310174 | val_loss: 0.0313004 | Time: 2157.15 ms [2022-02-28 20:38:25 main:581] : INFO : Epoch 1761 | loss: 0.0310116 | val_loss: 0.0313196 | Time: 2157.59 ms [2022-02-28 20:38:27 main:581] : INFO : Epoch 1762 | loss: 0.0310052 | val_loss: 0.0313292 | Time: 2160.33 ms [2022-02-28 20:38:29 main:581] : INFO : Epoch 1763 | loss: 0.0309983 | val_loss: 0.0313233 | Time: 2146.57 ms [2022-02-28 20:38:32 main:581] : INFO : Epoch 1764 | loss: 0.0309929 | val_loss: 0.0313292 | Time: 2156.47 ms [2022-02-28 20:38:34 main:581] : INFO : Epoch 1765 | loss: 0.0309983 | val_loss: 0.0313041 | Time: 2167.34 ms [2022-02-28 20:38:36 main:581] : INFO : Epoch 1766 | loss: 0.0310038 | val_loss: 0.0312892 | Time: 2153.01 ms [2022-02-28 20:38:38 main:581] : INFO : Epoch 1767 | loss: 0.0310078 | val_loss: 0.0313363 | Time: 2147 ms [2022-02-28 20:38:40 main:581] : INFO : Epoch 1768 | loss: 0.0310007 | val_loss: 0.0313247 | Time: 2146.89 ms [2022-02-28 20:38:42 main:581] : INFO : Epoch 1769 | loss: 0.0310016 | val_loss: 0.0313258 | Time: 2162.74 ms [2022-02-28 20:38:45 main:581] : INFO : Epoch 1770 | loss: 0.0310025 | val_loss: 0.0313158 | Time: 2146.32 ms [2022-02-28 20:38:47 main:581] : INFO : Epoch 1771 | loss: 0.0310036 | val_loss: 0.0313067 | Time: 2141.67 ms [2022-02-28 20:38:49 main:581] : INFO : Epoch 1772 | loss: 0.0309953 | val_loss: 0.0313302 | Time: 2141.48 ms [2022-02-28 20:38:51 main:581] : INFO : Epoch 1773 | loss: 0.0309985 | val_loss: 0.0313067 | Time: 2140.63 ms [2022-02-28 20:38:53 main:581] : INFO : Epoch 1774 | loss: 0.0309992 | val_loss: 0.0313324 | Time: 2146.31 ms [2022-02-28 20:38:55 main:581] : INFO : Epoch 1775 | loss: 0.0310033 | val_loss: 0.0313552 | Time: 2137.37 ms [2022-02-28 20:38:57 main:581] : INFO : Epoch 1776 | loss: 0.0310097 | val_loss: 0.0313164 | Time: 2164.51 ms [2022-02-28 20:39:00 main:581] : INFO : Epoch 1777 | loss: 0.0309937 | val_loss: 0.0313109 | Time: 2158.93 ms [2022-02-28 20:39:02 main:581] : INFO : Epoch 1778 | loss: 0.0309971 | val_loss: 0.0313305 | Time: 2150 ms [2022-02-28 20:39:04 main:581] : INFO : Epoch 1779 | loss: 0.0309939 | val_loss: 0.0313249 | Time: 2145.77 ms [2022-02-28 20:39:06 main:581] : INFO : Epoch 1780 | loss: 0.0309958 | val_loss: 0.0312989 | Time: 2150.77 ms [2022-02-28 20:39:08 main:581] : INFO : Epoch 1781 | loss: 0.0310055 | val_loss: 0.0313071 | Time: 2167.92 ms [2022-02-28 20:39:10 main:581] : INFO : Epoch 1782 | loss: 0.031007 | val_loss: 0.0313047 | Time: 2147.05 ms [2022-02-28 20:39:12 main:581] : INFO : Epoch 1783 | loss: 0.0310051 | val_loss: 0.0313437 | Time: 2158.96 ms [2022-02-28 20:39:15 main:581] : INFO : Epoch 1784 | loss: 0.0310019 | val_loss: 0.031305 | Time: 2157.81 ms [2022-02-28 20:39:17 main:581] : INFO : Epoch 1785 | loss: 0.0310001 | val_loss: 0.031308 | Time: 2151.38 ms [2022-02-28 20:39:19 main:581] : INFO : Epoch 1786 | loss: 0.0309974 | val_loss: 0.0313045 | Time: 2147.85 ms [2022-02-28 20:39:21 main:581] : INFO : Epoch 1787 | loss: 0.0310078 | val_loss: 0.0313127 | Time: 2153.3 ms [2022-02-28 20:39:23 main:581] : INFO : Epoch 1788 | loss: 0.0310021 | val_loss: 0.031316 | Time: 2143.59 ms [2022-02-28 20:39:25 main:581] : INFO : Epoch 1789 | loss: 0.0309978 | val_loss: 0.0313548 | Time: 2151.49 ms [2022-02-28 20:39:28 main:581] : INFO : Epoch 1790 | loss: 0.0309959 | val_loss: 0.0313097 | Time: 2164.67 ms [2022-02-28 20:39:30 main:581] : INFO : Epoch 1791 | loss: 0.0309969 | val_loss: 0.0313269 | Time: 2157.86 ms [2022-02-28 20:39:32 main:581] : INFO : Epoch 1792 | loss: 0.0310036 | val_loss: 0.0313274 | Time: 2153.47 ms [2022-02-28 20:39:34 main:581] : INFO : Epoch 1793 | loss: 0.0309956 | val_loss: 0.0313302 | Time: 2147.74 ms [2022-02-28 20:39:36 main:581] : INFO : Epoch 1794 | loss: 0.031 | val_loss: 0.0313246 | Time: 2153.55 ms [2022-02-28 20:39:38 main:581] : INFO : Epoch 1795 | loss: 0.0310045 | val_loss: 0.0313016 | Time: 2169.1 ms [2022-02-28 20:39:40 main:581] : INFO : Epoch 1796 | loss: 0.030999 | val_loss: 0.0313296 | Time: 2150.07 ms [2022-02-28 20:39:43 main:581] : INFO : Epoch 1797 | loss: 0.031005 | val_loss: 0.0313042 | Time: 2144.48 ms [2022-02-28 20:39:45 main:581] : INFO : Epoch 1798 | loss: 0.031005 | val_loss: 0.0312992 | Time: 2142.23 ms [2022-02-28 20:39:47 main:581] : INFO : Epoch 1799 | loss: 0.0310154 | val_loss: 0.0312813 | Time: 2144.06 ms [2022-02-28 20:39:49 main:581] : INFO : Epoch 1800 | loss: 0.0310022 | val_loss: 0.0313281 | Time: 2162.85 ms [2022-02-28 20:39:51 main:581] : INFO : Epoch 1801 | loss: 0.0310266 | val_loss: 0.0313303 | Time: 2160.15 ms [2022-02-28 20:39:53 main:581] : INFO : Epoch 1802 | loss: 0.0310152 | val_loss: 0.0313218 | Time: 2135.47 ms [2022-02-28 20:39:56 main:581] : INFO : Epoch 1803 | loss: 0.030998 | val_loss: 0.0313218 | Time: 2147.05 ms [2022-02-28 20:39:58 main:581] : INFO : Epoch 1804 | loss: 0.0310058 | val_loss: 0.0312995 | Time: 2162.28 ms [2022-02-28 20:40:00 main:581] : INFO : Epoch 1805 | loss: 0.0310625 | val_loss: 0.0312124 | Time: 2144.06 ms [2022-02-28 20:40:02 main:581] : INFO : Epoch 1806 | loss: 0.0312147 | val_loss: 0.0312077 | Time: 2143.45 ms [2022-02-28 20:40:04 main:581] : INFO : Epoch 1807 | loss: 0.031201 | val_loss: 0.0311953 | Time: 2140.41 ms [2022-02-28 20:40:06 main:581] : INFO : Epoch 1808 | loss: 0.0311927 | val_loss: 0.031192 | Time: 2148.21 ms [2022-02-28 20:40:08 main:581] : INFO : Epoch 1809 | loss: 0.0311863 | val_loss: 0.0311888 | Time: 2158.18 ms [2022-02-28 20:40:11 main:581] : INFO : Epoch 1810 | loss: 0.0311819 | val_loss: 0.0311889 | Time: 2143.44 ms [2022-02-28 20:40:13 main:581] : INFO : Epoch 1811 | loss: 0.0311807 | val_loss: 0.0311833 | Time: 2158.61 ms [2022-02-28 20:40:15 main:581] : INFO : Epoch 1812 | loss: 0.0311785 | val_loss: 0.0311844 | Time: 2145.54 ms [2022-02-28 20:40:17 main:581] : INFO : Epoch 1813 | loss: 0.0311753 | val_loss: 0.0311835 | Time: 2146.57 ms [2022-02-28 20:40:19 main:581] : INFO : Epoch 1814 | loss: 0.0311729 | val_loss: 0.031185 | Time: 2150.22 ms [2022-02-28 20:40:21 main:581] : INFO : Epoch 1815 | loss: 0.0311748 | val_loss: 0.0311831 | Time: 2161.79 ms [2022-02-28 20:40:23 main:581] : INFO : Epoch 1816 | loss: 0.0311711 | val_loss: 0.0311816 | Time: 2143.88 ms [2022-02-28 20:40:26 main:581] : INFO : Epoch 1817 | loss: 0.0311697 | val_loss: 0.0311848 | Time: 2170.05 ms [2022-02-28 20:40:28 main:581] : INFO : Epoch 1818 | loss: 0.0311689 | val_loss: 0.0311904 | Time: 2150.63 ms [2022-02-28 20:40:30 main:581] : INFO : Epoch 1819 | loss: 0.0311724 | val_loss: 0.0311832 | Time: 2142.15 ms [2022-02-28 20:40:32 main:581] : INFO : Epoch 1820 | loss: 0.0311689 | val_loss: 0.0311898 | Time: 2163.21 ms [2022-02-28 20:40:34 main:581] : INFO : Epoch 1821 | loss: 0.03117 | val_loss: 0.0311849 | Time: 2149.74 ms [2022-02-28 20:40:36 main:581] : INFO : Epoch 1822 | loss: 0.0311683 | val_loss: 0.031184 | Time: 2147.02 ms [2022-02-28 20:40:39 main:581] : INFO : Epoch 1823 | loss: 0.031164 | val_loss: 0.0311838 | Time: 2159.55 ms [2022-02-28 20:40:41 main:581] : INFO : Epoch 1824 | loss: 0.0311634 | val_loss: 0.0311854 | Time: 2152.29 ms [2022-02-28 20:40:43 main:581] : INFO : Epoch 1825 | loss: 0.0311613 | val_loss: 0.0311859 | Time: 2143.57 ms [2022-02-28 20:40:45 main:581] : INFO : Epoch 1826 | loss: 0.0311651 | val_loss: 0.0311841 | Time: 2146.7 ms [2022-02-28 20:40:47 main:581] : INFO : Epoch 1827 | loss: 0.0311661 | val_loss: 0.0311854 | Time: 2147.2 ms [2022-02-28 20:40:49 main:581] : INFO : Epoch 1828 | loss: 0.0311625 | val_loss: 0.0311842 | Time: 2150.18 ms [2022-02-28 20:40:51 main:581] : INFO : Epoch 1829 | loss: 0.0311613 | val_loss: 0.0311835 | Time: 2149.03 ms [2022-02-28 20:40:54 main:581] : INFO : Epoch 1830 | loss: 0.031161 | val_loss: 0.0311844 | Time: 2148.17 ms [2022-02-28 20:40:56 main:581] : INFO : Epoch 1831 | loss: 0.0311609 | val_loss: 0.0311849 | Time: 2159.6 ms [2022-02-28 20:40:58 main:581] : INFO : Epoch 1832 | loss: 0.0311587 | val_loss: 0.0311856 | Time: 2147.73 ms [2022-02-28 20:41:00 main:581] : INFO : Epoch 1833 | loss: 0.0311571 | val_loss: 0.0311856 | Time: 2138.59 ms [2022-02-28 20:41:02 main:581] : INFO : Epoch 1834 | loss: 0.031156 | val_loss: 0.0311841 | Time: 2156.67 ms [2022-02-28 20:41:04 main:581] : INFO : Epoch 1835 | loss: 0.0311574 | val_loss: 0.0311843 | Time: 2158.63 ms [2022-02-28 20:41:07 main:581] : INFO : Epoch 1836 | loss: 0.0311581 | val_loss: 0.0311982 | Time: 2156.73 ms [2022-02-28 20:41:09 main:581] : INFO : Epoch 1837 | loss: 0.0311566 | val_loss: 0.03119 | Time: 2147.7 ms [2022-02-28 20:41:11 main:581] : INFO : Epoch 1838 | loss: 0.0311587 | val_loss: 0.0311849 | Time: 2153.89 ms [2022-02-28 20:41:13 main:581] : INFO : Epoch 1839 | loss: 0.0311595 | val_loss: 0.0311852 | Time: 2143.03 ms [2022-02-28 20:41:15 main:581] : INFO : Epoch 1840 | loss: 0.0311579 | val_loss: 0.0311898 | Time: 2158.12 ms [2022-02-28 20:41:17 main:581] : INFO : Epoch 1841 | loss: 0.0311618 | val_loss: 0.0311851 | Time: 2146.61 ms [2022-02-28 20:41:19 main:581] : INFO : Epoch 1842 | loss: 0.0311598 | val_loss: 0.0311898 | Time: 2151.62 ms [2022-02-28 20:41:22 main:581] : INFO : Epoch 1843 | loss: 0.0311604 | val_loss: 0.0311845 | Time: 2152.42 ms [2022-02-28 20:41:24 main:581] : INFO : Epoch 1844 | loss: 0.0311619 | val_loss: 0.0311955 | Time: 2163.44 ms [2022-02-28 20:41:26 main:581] : INFO : Epoch 1845 | loss: 0.0312051 | val_loss: 0.0312402 | Time: 2151.2 ms [2022-02-28 20:41:28 main:581] : INFO : Epoch 1846 | loss: 0.0349153 | val_loss: 0.0334873 | Time: 2159.03 ms [2022-02-28 20:41:30 main:581] : INFO : Epoch 1847 | loss: 0.031876 | val_loss: 0.0313264 | Time: 2145.99 ms [2022-02-28 20:41:32 main:581] : INFO : Epoch 1848 | loss: 0.0313141 | val_loss: 0.031269 | Time: 2160.52 ms [2022-02-28 20:41:35 main:581] : INFO : Epoch 1849 | loss: 0.0312642 | val_loss: 0.0312548 | Time: 2148.38 ms [2022-02-28 20:41:37 main:581] : INFO : Epoch 1850 | loss: 0.031253 | val_loss: 0.0312525 | Time: 2149.56 ms [2022-02-28 20:41:39 main:581] : INFO : Epoch 1851 | loss: 0.0312545 | val_loss: 0.0312546 | Time: 2153.27 ms [2022-02-28 20:41:41 main:581] : INFO : Epoch 1852 | loss: 0.0312519 | val_loss: 0.0312515 | Time: 2153.64 ms [2022-02-28 20:41:43 main:581] : INFO : Epoch 1853 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2149.66 ms [2022-02-28 20:41:45 main:581] : INFO : Epoch 1854 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 2157.13 ms [2022-02-28 20:41:47 main:581] : INFO : Epoch 1855 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 2147.79 ms [2022-02-28 20:41:50 main:581] : INFO : Epoch 1856 | loss: 0.0312517 | val_loss: 0.0312522 | Time: 2142.9 ms [2022-02-28 20:41:52 main:581] : INFO : Epoch 1857 | loss: 0.0312526 | val_loss: 0.031255 | Time: 2140.09 ms [2022-02-28 20:41:54 main:581] : INFO : Epoch 1858 | loss: 0.0312528 | val_loss: 0.0312536 | Time: 2139.56 ms [2022-02-28 20:41:56 main:581] : INFO : Epoch 1859 | loss: 0.0312533 | val_loss: 0.0312503 | Time: 2162.62 ms [2022-02-28 20:41:58 main:581] : INFO : Epoch 1860 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2157.93 ms [2022-02-28 20:42:00 main:581] : INFO : Epoch 1861 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2145.18 ms [2022-02-28 20:42:02 main:581] : INFO : Epoch 1862 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 2152.17 ms [2022-02-28 20:42:05 main:581] : INFO : Epoch 1863 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2140.47 ms [2022-02-28 20:42:07 main:581] : INFO : Epoch 1864 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2152.86 ms [2022-02-28 20:42:09 main:581] : INFO : Epoch 1865 | loss: 0.0312497 | val_loss: 0.031251 | Time: 2159.86 ms [2022-02-28 20:42:11 main:581] : INFO : Epoch 1866 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 2156.79 ms [2022-02-28 20:42:13 main:581] : INFO : Epoch 1867 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 2141.6 ms [2022-02-28 20:42:15 main:581] : INFO : Epoch 1868 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2144.19 ms [2022-02-28 20:42:18 main:581] : INFO : Epoch 1869 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 2165.03 ms [2022-02-28 20:42:20 main:581] : INFO : Epoch 1870 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 2166.04 ms [2022-02-28 20:42:22 main:581] : INFO : Epoch 1871 | loss: 0.0312489 | val_loss: 0.0312516 | Time: 2160.38 ms [2022-02-28 20:42:24 main:581] : INFO : Epoch 1872 | loss: 0.0312514 | val_loss: 0.0312532 | Time: 2166.06 ms [2022-02-28 20:42:26 main:581] : INFO : Epoch 1873 | loss: 0.0312519 | val_loss: 0.0312537 | Time: 2150.59 ms [2022-02-28 20:42:28 main:581] : INFO : Epoch 1874 | loss: 0.0312516 | val_loss: 0.0312522 | Time: 2145.79 ms [2022-02-28 20:42:30 main:581] : INFO : Epoch 1875 | loss: 0.031253 | val_loss: 0.0312521 | Time: 2156.18 ms [2022-02-28 20:42:33 main:581] : INFO : Epoch 1876 | loss: 0.0312518 | val_loss: 0.0312505 | Time: 2156.92 ms [2022-02-28 20:42:35 main:581] : INFO : Epoch 1877 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2159.28 ms [2022-02-28 20:42:37 main:581] : INFO : Epoch 1878 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 2144.39 ms [2022-02-28 20:42:39 main:581] : INFO : Epoch 1879 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2147.89 ms [2022-02-28 20:42:41 main:581] : INFO : Epoch 1880 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2145.92 ms [2022-02-28 20:42:43 main:581] : INFO : Epoch 1881 | loss: 0.0312502 | val_loss: 0.0312524 | Time: 2155.77 ms [2022-02-28 20:42:46 main:581] : INFO : Epoch 1882 | loss: 0.03125 | val_loss: 0.0312516 | Time: 2148.66 ms [2022-02-28 20:42:48 main:581] : INFO : Epoch 1883 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 2152.8 ms [2022-02-28 20:42:50 main:581] : INFO : Epoch 1884 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2160.85 ms [2022-02-28 20:42:52 main:581] : INFO : Epoch 1885 | loss: 0.0312488 | val_loss: 0.03125 | Time: 2137.72 ms [2022-02-28 20:42:54 main:581] : INFO : Epoch 1886 | loss: 0.0312485 | val_loss: 0.0312502 | Time: 2151.93 ms [2022-02-28 20:42:56 main:581] : INFO : Epoch 1887 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 2162.4 ms [2022-02-28 20:42:58 main:581] : INFO : Epoch 1888 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 2156.74 ms [2022-02-28 20:43:01 main:581] : INFO : Epoch 1889 | loss: 0.0312491 | val_loss: 0.0312541 | Time: 2148.06 ms [2022-02-28 20:43:03 main:581] : INFO : Epoch 1890 | loss: 0.0312485 | val_loss: 0.0312507 | Time: 2150.01 ms [2022-02-28 20:43:05 main:581] : INFO : Epoch 1891 | loss: 0.0312489 | val_loss: 0.0312513 | Time: 2152.12 ms [2022-02-28 20:43:07 main:581] : INFO : Epoch 1892 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2143.67 ms [2022-02-28 20:43:09 main:581] : INFO : Epoch 1893 | loss: 0.0312476 | val_loss: 0.0312506 | Time: 2158.52 ms [2022-02-28 20:43:11 main:581] : INFO : Epoch 1894 | loss: 0.0312483 | val_loss: 0.0312501 | Time: 2146.32 ms [2022-02-28 20:43:14 main:581] : INFO : Epoch 1895 | loss: 0.0312461 | val_loss: 0.0312493 | Time: 2137.81 ms [2022-02-28 20:43:16 main:581] : INFO : Epoch 1896 | loss: 0.0312466 | val_loss: 0.0312541 | Time: 2149.3 ms [2022-02-28 20:43:18 main:581] : INFO : Epoch 1897 | loss: 0.0312455 | val_loss: 0.0312499 | Time: 2149.09 ms [2022-02-28 20:43:20 main:581] : INFO : Epoch 1898 | loss: 0.0312444 | val_loss: 0.031249 | Time: 2145.69 ms [2022-02-28 20:43:22 main:581] : INFO : Epoch 1899 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 2138.11 ms [2022-02-28 20:43:24 main:581] : INFO : Epoch 1900 | loss: 0.0312444 | val_loss: 0.0312492 | Time: 2159.79 ms [2022-02-28 20:43:26 main:581] : INFO : Epoch 1901 | loss: 0.031243 | val_loss: 0.0312469 | Time: 2155.88 ms [2022-02-28 20:43:29 main:581] : INFO : Epoch 1902 | loss: 0.0312421 | val_loss: 0.0312485 | Time: 2153.2 ms [2022-02-28 20:43:31 main:581] : INFO : Epoch 1903 | loss: 0.0312388 | val_loss: 0.0312455 | Time: 2158.73 ms [2022-02-28 20:43:33 main:581] : INFO : Epoch 1904 | loss: 0.031238 | val_loss: 0.0312473 | Time: 2155.41 ms [2022-02-28 20:43:35 main:581] : INFO : Epoch 1905 | loss: 0.0312385 | val_loss: 0.031247 | Time: 2159.11 ms [2022-02-28 20:43:37 main:581] : INFO : Epoch 1906 | loss: 0.0312353 | val_loss: 0.0312422 | Time: 2148.85 ms [2022-02-28 20:43:39 main:581] : INFO : Epoch 1907 | loss: 0.0312356 | val_loss: 0.0312432 | Time: 2156.45 ms [2022-02-28 20:43:41 main:581] : INFO : Epoch 1908 | loss: 0.0312458 | val_loss: 0.0312433 | Time: 2155.01 ms [2022-02-28 20:43:44 main:581] : INFO : Epoch 1909 | loss: 0.0312348 | val_loss: 0.0312393 | Time: 2155.24 ms [2022-02-28 20:43:46 main:581] : INFO : Epoch 1910 | loss: 0.0312408 | val_loss: 0.0312369 | Time: 2173.6 ms [2022-02-28 20:43:48 main:581] : INFO : Epoch 1911 | loss: 0.0312315 | val_loss: 0.0312348 | Time: 2150.26 ms [2022-02-28 20:43:50 main:581] : INFO : Epoch 1912 | loss: 0.0312328 | val_loss: 0.0312445 | Time: 2154.88 ms [2022-02-28 20:43:52 main:581] : INFO : Epoch 1913 | loss: 0.0312258 | val_loss: 0.0312306 | Time: 2145.29 ms [2022-02-28 20:43:54 main:581] : INFO : Epoch 1914 | loss: 0.0312317 | val_loss: 0.0312271 | Time: 2164.89 ms [2022-02-28 20:43:57 main:581] : INFO : Epoch 1915 | loss: 0.0312299 | val_loss: 0.031236 | Time: 2142.2 ms [2022-02-28 20:43:59 main:581] : INFO : Epoch 1916 | loss: 0.0312295 | val_loss: 0.0312499 | Time: 2140.78 ms [2022-02-28 20:44:01 main:581] : INFO : Epoch 1917 | loss: 0.0312335 | val_loss: 0.0312594 | Time: 2152.21 ms [2022-02-28 20:44:03 main:581] : INFO : Epoch 1918 | loss: 0.031233 | val_loss: 0.0312296 | Time: 2148.24 ms [2022-02-28 20:44:05 main:581] : INFO : Epoch 1919 | loss: 0.0312182 | val_loss: 0.0312211 | Time: 2149.05 ms [2022-02-28 20:44:07 main:581] : INFO : Epoch 1920 | loss: 0.031216 | val_loss: 0.031218 | Time: 2168.28 ms [2022-02-28 20:44:10 main:581] : INFO : Epoch 1921 | loss: 0.0312162 | val_loss: 0.0312237 | Time: 2155.11 ms [2022-02-28 20:44:12 main:581] : INFO : Epoch 1922 | loss: 0.0312071 | val_loss: 0.031215 | Time: 2151.01 ms [2022-02-28 20:44:14 main:581] : INFO : Epoch 1923 | loss: 0.031207 | val_loss: 0.0312263 | Time: 2155.14 ms [2022-02-28 20:44:16 main:581] : INFO : Epoch 1924 | loss: 0.0312041 | val_loss: 0.0312237 | Time: 2157.11 ms [2022-02-28 20:44:18 main:581] : INFO : Epoch 1925 | loss: 0.0312032 | val_loss: 0.03121 | Time: 2149.79 ms [2022-02-28 20:44:20 main:581] : INFO : Epoch 1926 | loss: 0.0311983 | val_loss: 0.0312097 | Time: 2155.57 ms [2022-02-28 20:44:22 main:581] : INFO : Epoch 1927 | loss: 0.031216 | val_loss: 0.0312118 | Time: 2153.57 ms [2022-02-28 20:44:25 main:581] : INFO : Epoch 1928 | loss: 0.031208 | val_loss: 0.0312061 | Time: 2143.9 ms [2022-02-28 20:44:27 main:581] : INFO : Epoch 1929 | loss: 0.0311976 | val_loss: 0.0312062 | Time: 2146.25 ms [2022-02-28 20:44:29 main:581] : INFO : Epoch 1930 | loss: 0.0311927 | val_loss: 0.0312067 | Time: 2147.24 ms [2022-02-28 20:44:31 main:581] : INFO : Epoch 1931 | loss: 0.0311909 | val_loss: 0.0312055 | Time: 2151.64 ms [2022-02-28 20:44:33 main:581] : INFO : Epoch 1932 | loss: 0.031192 | val_loss: 0.0312204 | Time: 2161.25 ms [2022-02-28 20:44:35 main:581] : INFO : Epoch 1933 | loss: 0.0311949 | val_loss: 0.0312079 | Time: 2158.56 ms [2022-02-28 20:44:37 main:581] : INFO : Epoch 1934 | loss: 0.0311882 | val_loss: 0.0312027 | Time: 2142.2 ms [2022-02-28 20:44:40 main:581] : INFO : Epoch 1935 | loss: 0.0311889 | val_loss: 0.031214 | Time: 2169.09 ms [2022-02-28 20:44:42 main:581] : INFO : Epoch 1936 | loss: 0.0311896 | val_loss: 0.0311996 | Time: 2163.54 ms [2022-02-28 20:44:44 main:581] : INFO : Epoch 1937 | loss: 0.0311902 | val_loss: 0.0312112 | Time: 2142.69 ms [2022-02-28 20:44:46 main:581] : INFO : Epoch 1938 | loss: 0.0311862 | val_loss: 0.0312004 | Time: 2148.72 ms [2022-02-28 20:44:48 main:581] : INFO : Epoch 1939 | loss: 0.0311832 | val_loss: 0.0312051 | Time: 2164.3 ms [2022-02-28 20:44:50 main:581] : INFO : Epoch 1940 | loss: 0.0311816 | val_loss: 0.0311976 | Time: 2153.38 ms [2022-02-28 20:44:53 main:581] : INFO : Epoch 1941 | loss: 0.0311828 | val_loss: 0.0311997 | Time: 2148.91 ms [2022-02-28 20:44:55 main:581] : INFO : Epoch 1942 | loss: 0.0311813 | val_loss: 0.0311997 | Time: 2139.36 ms [2022-02-28 20:44:57 main:581] : INFO : Epoch 1943 | loss: 0.0311831 | val_loss: 0.0312007 | Time: 2158.03 ms [2022-02-28 20:44:59 main:581] : INFO : Epoch 1944 | loss: 0.0311787 | val_loss: 0.0311969 | Time: 2154.31 ms [2022-02-28 20:45:01 main:581] : INFO : Epoch 1945 | loss: 0.0311802 | val_loss: 0.0312054 | Time: 2139.01 ms [2022-02-28 20:45:03 main:581] : INFO : Epoch 1946 | loss: 0.0311813 | val_loss: 0.0312021 | Time: 2140.59 ms [2022-02-28 20:45:05 main:581] : INFO : Epoch 1947 | loss: 0.0311901 | val_loss: 0.0311952 | Time: 2152.36 ms [2022-02-28 20:45:08 main:581] : INFO : Epoch 1948 | loss: 0.0311844 | val_loss: 0.0311954 | Time: 2154.08 ms [2022-02-28 20:45:10 main:581] : INFO : Epoch 1949 | loss: 0.0311777 | val_loss: 0.0311959 | Time: 2149.26 ms [2022-02-28 20:45:12 main:581] : INFO : Epoch 1950 | loss: 0.0311781 | val_loss: 0.0311998 | Time: 2138.51 ms [2022-02-28 20:45:14 main:581] : INFO : Epoch 1951 | loss: 0.0311761 | val_loss: 0.0311944 | Time: 2155.75 ms [2022-02-28 20:45:16 main:581] : INFO : Epoch 1952 | loss: 0.0311756 | val_loss: 0.0311948 | Time: 2184.78 ms [2022-02-28 20:45:18 main:581] : INFO : Epoch 1953 | loss: 0.0311757 | val_loss: 0.0311988 | Time: 2163.28 ms [2022-02-28 20:45:21 main:581] : INFO : Epoch 1954 | loss: 0.0311805 | val_loss: 0.0312019 | Time: 2159.29 ms [2022-02-28 20:45:23 main:581] : INFO : Epoch 1955 | loss: 0.031178 | val_loss: 0.0312006 | Time: 2143.52 ms [2022-02-28 20:45:25 main:581] : INFO : Epoch 1956 | loss: 0.031179 | val_loss: 0.0311931 | Time: 2148.83 ms [2022-02-28 20:45:27 main:581] : INFO : Epoch 1957 | loss: 0.0311786 | val_loss: 0.0311996 | Time: 2160.68 ms [2022-02-28 20:45:29 main:581] : INFO : Epoch 1958 | loss: 0.03118 | val_loss: 0.0311995 | Time: 2143.58 ms [2022-02-28 20:45:31 main:581] : INFO : Epoch 1959 | loss: 0.0311768 | val_loss: 0.0311928 | Time: 2156.37 ms [2022-02-28 20:45:33 main:581] : INFO : Epoch 1960 | loss: 0.0311781 | val_loss: 0.031197 | Time: 2157.87 ms [2022-02-28 20:45:36 main:581] : INFO : Epoch 1961 | loss: 0.0311765 | val_loss: 0.0311963 | Time: 2154.71 ms [2022-02-28 20:45:38 main:581] : INFO : Epoch 1962 | loss: 0.0311756 | val_loss: 0.0311963 | Time: 2155.52 ms [2022-02-28 20:45:40 main:581] : INFO : Epoch 1963 | loss: 0.0311778 | val_loss: 0.0312119 | Time: 2156.66 ms [2022-02-28 20:45:42 main:581] : INFO : Epoch 1964 | loss: 0.0311787 | val_loss: 0.0311951 | Time: 2153.35 ms [2022-02-28 20:45:44 main:581] : INFO : Epoch 1965 | loss: 0.0311762 | val_loss: 0.0312021 | Time: 2171.47 ms [2022-02-28 20:45:46 main:581] : INFO : Epoch 1966 | loss: 0.0311741 | val_loss: 0.0311994 | Time: 2168.42 ms [2022-02-28 20:45:49 main:581] : INFO : Epoch 1967 | loss: 0.0311734 | val_loss: 0.0311942 | Time: 2175.83 ms [2022-02-28 20:45:51 main:581] : INFO : Epoch 1968 | loss: 0.0311696 | val_loss: 0.0312008 | Time: 2153.53 ms [2022-02-28 20:45:53 main:581] : INFO : Epoch 1969 | loss: 0.0311706 | val_loss: 0.0311949 | Time: 2142.14 ms [2022-02-28 20:45:55 main:581] : INFO : Epoch 1970 | loss: 0.0311708 | val_loss: 0.0311936 | Time: 2148.97 ms [2022-02-28 20:45:57 main:581] : INFO : Epoch 1971 | loss: 0.0311721 | val_loss: 0.0311913 | Time: 2152.73 ms [2022-02-28 20:45:59 main:581] : INFO : Epoch 1972 | loss: 0.0311694 | val_loss: 0.0311963 | Time: 2151.88 ms [2022-02-28 20:46:02 main:581] : INFO : Epoch 1973 | loss: 0.0311702 | val_loss: 0.0311977 | Time: 2153.3 ms [2022-02-28 20:46:04 main:581] : INFO : Epoch 1974 | loss: 0.0311735 | val_loss: 0.0311911 | Time: 2169.98 ms [2022-02-28 20:46:06 main:581] : INFO : Epoch 1975 | loss: 0.0311736 | val_loss: 0.031193 | Time: 2140.45 ms [2022-02-28 20:46:08 main:581] : INFO : Epoch 1976 | loss: 0.0311713 | val_loss: 0.0311926 | Time: 2148.05 ms [2022-02-28 20:46:10 main:581] : INFO : Epoch 1977 | loss: 0.0311724 | val_loss: 0.0311973 | Time: 2155.73 ms [2022-02-28 20:46:12 main:581] : INFO : Epoch 1978 | loss: 0.03118 | val_loss: 0.0311898 | Time: 2176.1 ms [2022-02-28 20:46:15 main:581] : INFO : Epoch 1979 | loss: 0.0311778 | val_loss: 0.0311906 | Time: 2172.26 ms [2022-02-28 20:46:17 main:581] : INFO : Epoch 1980 | loss: 0.0311777 | val_loss: 0.0311911 | Time: 2140.49 ms [2022-02-28 20:46:19 main:581] : INFO : Epoch 1981 | loss: 0.0311798 | val_loss: 0.0311857 | Time: 2149.76 ms [2022-02-28 20:46:21 main:581] : INFO : Epoch 1982 | loss: 0.0311826 | val_loss: 0.0311854 | Time: 2145.62 ms [2022-02-28 20:46:23 main:581] : INFO : Epoch 1983 | loss: 0.0311785 | val_loss: 0.0311867 | Time: 2138.34 ms [2022-02-28 20:46:25 main:581] : INFO : Epoch 1984 | loss: 0.0311775 | val_loss: 0.0311856 | Time: 2158.3 ms [2022-02-28 20:46:27 main:581] : INFO : Epoch 1985 | loss: 0.0311797 | val_loss: 0.0311847 | Time: 2145.5 ms [2022-02-28 20:46:30 main:581] : INFO : Epoch 1986 | loss: 0.03118 | val_loss: 0.0311857 | Time: 2155.82 ms [2022-02-28 20:46:32 main:581] : INFO : Epoch 1987 | loss: 0.0311764 | val_loss: 0.0311841 | Time: 2141.81 ms [2022-02-28 20:46:34 main:581] : INFO : Epoch 1988 | loss: 0.0311733 | val_loss: 0.0311942 | Time: 2156.55 ms [2022-02-28 20:46:36 main:581] : INFO : Epoch 1989 | loss: 0.0311743 | val_loss: 0.0311836 | Time: 2153.81 ms [2022-02-28 20:46:38 main:581] : INFO : Epoch 1990 | loss: 0.0311721 | val_loss: 0.0311816 | Time: 2140.03 ms [2022-02-28 20:46:40 main:581] : INFO : Epoch 1991 | loss: 0.0311699 | val_loss: 0.031187 | Time: 2145.46 ms [2022-02-28 20:46:42 main:581] : INFO : Epoch 1992 | loss: 0.0311712 | val_loss: 0.0311833 | Time: 2163.98 ms [2022-02-28 20:46:45 main:581] : INFO : Epoch 1993 | loss: 0.0311686 | val_loss: 0.0311835 | Time: 2139.16 ms [2022-02-28 20:46:47 main:581] : INFO : Epoch 1994 | loss: 0.0311706 | val_loss: 0.0311833 | Time: 2158.28 ms [2022-02-28 20:46:49 main:581] : INFO : Epoch 1995 | loss: 0.031169 | val_loss: 0.031184 | Time: 2146.38 ms [2022-02-28 20:46:51 main:581] : INFO : Epoch 1996 | loss: 0.0311671 | val_loss: 0.0311854 | Time: 2151.97 ms [2022-02-28 20:46:53 main:581] : INFO : Epoch 1997 | loss: 0.0311676 | val_loss: 0.0311842 | Time: 2150.59 ms [2022-02-28 20:46:55 main:581] : INFO : Epoch 1998 | loss: 0.0311691 | val_loss: 0.0311857 | Time: 2143.25 ms [2022-02-28 20:46:57 main:581] : INFO : Epoch 1999 | loss: 0.0311676 | val_loss: 0.0311927 | Time: 2148.26 ms [2022-02-28 20:47:00 main:581] : INFO : Epoch 2000 | loss: 0.0311718 | val_loss: 0.0311844 | Time: 2139.09 ms [2022-02-28 20:47:02 main:581] : INFO : Epoch 2001 | loss: 0.0311665 | val_loss: 0.0311885 | Time: 2154.45 ms [2022-02-28 20:47:04 main:581] : INFO : Epoch 2002 | loss: 0.0311658 | val_loss: 0.0311864 | Time: 2145.02 ms [2022-02-28 20:47:06 main:581] : INFO : Epoch 2003 | loss: 0.0311664 | val_loss: 0.0311853 | Time: 2154.7 ms [2022-02-28 20:47:08 main:581] : INFO : Epoch 2004 | loss: 0.0311634 | val_loss: 0.0311879 | Time: 2152.8 ms [2022-02-28 20:47:10 main:581] : INFO : Epoch 2005 | loss: 0.0311645 | val_loss: 0.0311848 | Time: 2154.69 ms [2022-02-28 20:47:13 main:581] : INFO : Epoch 2006 | loss: 0.0311653 | val_loss: 0.031186 | Time: 2146.04 ms [2022-02-28 20:47:15 main:581] : INFO : Epoch 2007 | loss: 0.0311647 | val_loss: 0.0311936 | Time: 2137.77 ms [2022-02-28 20:47:17 main:581] : INFO : Epoch 2008 | loss: 0.031168 | val_loss: 0.0311937 | Time: 2148.92 ms [2022-02-28 20:47:19 main:581] : INFO : Epoch 2009 | loss: 0.0311637 | val_loss: 0.0311886 | Time: 2145.96 ms [2022-02-28 20:47:21 main:581] : INFO : Epoch 2010 | loss: 0.0311602 | val_loss: 0.0311875 | Time: 2150.62 ms [2022-02-28 20:47:23 main:581] : INFO : Epoch 2011 | loss: 0.0311624 | val_loss: 0.0311879 | Time: 2167.57 ms [2022-02-28 20:47:25 main:581] : INFO : Epoch 2012 | loss: 0.0311614 | val_loss: 0.0311913 | Time: 2152.02 ms [2022-02-28 20:47:28 main:581] : INFO : Epoch 2013 | loss: 0.0311605 | val_loss: 0.0311894 | Time: 2146.38 ms [2022-02-28 20:47:30 main:581] : INFO : Epoch 2014 | loss: 0.0311628 | val_loss: 0.031195 | Time: 2142.67 ms [2022-02-28 20:47:32 main:581] : INFO : Epoch 2015 | loss: 0.0311631 | val_loss: 0.0311881 | Time: 2140.02 ms [2022-02-28 20:47:34 main:581] : INFO : Epoch 2016 | loss: 0.0311617 | val_loss: 0.0311914 | Time: 2150.42 ms [2022-02-28 20:47:36 main:581] : INFO : Epoch 2017 | loss: 0.0311588 | val_loss: 0.0311906 | Time: 2146.2 ms [2022-02-28 20:47:38 main:581] : INFO : Epoch 2018 | loss: 0.03116 | val_loss: 0.0311906 | Time: 2145.14 ms [2022-02-28 20:47:40 main:581] : INFO : Epoch 2019 | loss: 0.0311685 | val_loss: 0.031191 | Time: 2142.96 ms [2022-02-28 20:47:43 main:581] : INFO : Epoch 2020 | loss: 0.0311731 | val_loss: 0.0311841 | Time: 2154.82 ms [2022-02-28 20:47:45 main:581] : INFO : Epoch 2021 | loss: 0.0311679 | val_loss: 0.0311861 | Time: 2141.48 ms [2022-02-28 20:47:47 main:581] : INFO : Epoch 2022 | loss: 0.031165 | val_loss: 0.031187 | Time: 2143.52 ms [2022-02-28 20:47:49 main:581] : INFO : Epoch 2023 | loss: 0.0311653 | val_loss: 0.0311901 | Time: 2159.86 ms [2022-02-28 20:47:51 main:581] : INFO : Epoch 2024 | loss: 0.0311682 | val_loss: 0.0311842 | Time: 2161.76 ms [2022-02-28 20:47:53 main:581] : INFO : Epoch 2025 | loss: 0.0311648 | val_loss: 0.0311865 | Time: 2182.55 ms [2022-02-28 20:47:56 main:581] : INFO : Epoch 2026 | loss: 0.0311609 | val_loss: 0.0311882 | Time: 2169.49 ms [2022-02-28 20:47:58 main:581] : INFO : Epoch 2027 | loss: 0.0311593 | val_loss: 0.0311944 | Time: 2178.15 ms [2022-02-28 20:48:00 main:581] : INFO : Epoch 2028 | loss: 0.0311575 | val_loss: 0.0311923 | Time: 2142.79 ms [2022-02-28 20:48:02 main:581] : INFO : Epoch 2029 | loss: 0.0311601 | val_loss: 0.031189 | Time: 2154.82 ms [2022-02-28 20:48:04 main:581] : INFO : Epoch 2030 | loss: 0.0311597 | val_loss: 0.0311896 | Time: 2154.64 ms [2022-02-28 20:48:06 main:581] : INFO : Epoch 2031 | loss: 0.0311607 | val_loss: 0.0311948 | Time: 2147.7 ms [2022-02-28 20:48:09 main:581] : INFO : Epoch 2032 | loss: 0.0311592 | val_loss: 0.0311924 | Time: 2144.45 ms [2022-02-28 20:48:11 main:581] : INFO : Epoch 2033 | loss: 0.031157 | val_loss: 0.0311898 | Time: 2166.91 ms [2022-02-28 20:48:13 main:581] : INFO : Epoch 2034 | loss: 0.0311555 | val_loss: 0.0311896 | Time: 2145.49 ms [2022-02-28 20:48:15 main:581] : INFO : Epoch 2035 | loss: 0.03116 | val_loss: 0.0311928 | Time: 2169.39 ms [2022-02-28 20:48:17 main:581] : INFO : Epoch 2036 | loss: 0.0311588 | val_loss: 0.03119 | Time: 2162.25 ms [2022-02-28 20:48:19 main:581] : INFO : Epoch 2037 | loss: 0.0311602 | val_loss: 0.0311921 | Time: 2154.21 ms [2022-02-28 20:48:21 main:581] : INFO : Epoch 2038 | loss: 0.0311652 | val_loss: 0.0311904 | Time: 2147.63 ms [2022-02-28 20:48:24 main:581] : INFO : Epoch 2039 | loss: 0.0311646 | val_loss: 0.0311916 | Time: 2153.68 ms [2022-02-28 20:48:26 main:581] : INFO : Epoch 2040 | loss: 0.0311609 | val_loss: 0.0311875 | Time: 2151.11 ms [2022-02-28 20:48:28 main:581] : INFO : Epoch 2041 | loss: 0.0311603 | val_loss: 0.0311984 | Time: 2170.93 ms [2022-02-28 20:48:30 main:581] : INFO : Epoch 2042 | loss: 0.0311627 | val_loss: 0.0311901 | Time: 2163.44 ms [2022-02-28 20:48:32 main:581] : INFO : Epoch 2043 | loss: 0.03116 | val_loss: 0.0311894 | Time: 2165.25 ms [2022-02-28 20:48:34 main:581] : INFO : Epoch 2044 | loss: 0.03116 | val_loss: 0.0311888 | Time: 2150.78 ms [2022-02-28 20:48:37 main:581] : INFO : Epoch 2045 | loss: 0.0311582 | val_loss: 0.0311888 | Time: 2139.31 ms [2022-02-28 20:48:39 main:581] : INFO : Epoch 2046 | loss: 0.0311566 | val_loss: 0.03119 | Time: 2138.28 ms [2022-02-28 20:48:41 main:581] : INFO : Epoch 2047 | loss: 0.0311607 | val_loss: 0.0311954 | Time: 2149.42 ms [2022-02-28 20:48:43 main:581] : INFO : Epoch 2048 | loss: 0.0311594 | val_loss: 0.0311908 | Time: 2140.51 ms [2022-02-28 20:48:43 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311908 [2022-02-28 20:48:43 main:610] : INFO : Saving end state to config to file [2022-02-28 20:48:43 main:615] : INFO : Success, exiting.. 20:48:43 (779707): 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)