Task 10028276
| Name | ParityModified-1639963236-22430-0_0 |
| Workunit | 7406891 |
| Created | 20 Dec 2021, 1:20:38 UTC |
| Sent | 6 Jan 2022, 7:44:10 UTC |
| Report deadline | 14 Jan 2022, 7:44:10 UTC |
| Received | 8 Jan 2022, 2:00:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8169 |
| Run time | 52 min 12 sec |
| CPU time | 46 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,066.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ms [2022-01-07 17:46:56 main:574] : INFO : Epoch 1542 | loss: 0.0310104 | val_loss: 0.0313295 | Time: 1447.51 ms [2022-01-07 17:46:58 main:574] : INFO : Epoch 1543 | loss: 0.0310014 | val_loss: 0.0313435 | Time: 1434.99 ms [2022-01-07 17:46:59 main:574] : INFO : Epoch 1544 | loss: 0.0310116 | val_loss: 0.0313324 | Time: 1438.09 ms [2022-01-07 17:47:01 main:574] : INFO : Epoch 1545 | loss: 0.0310077 | val_loss: 0.0313353 | Time: 1447.2 ms [2022-01-07 17:47:02 main:574] : INFO : Epoch 1546 | loss: 0.0310075 | val_loss: 0.0313161 | Time: 1443.21 ms [2022-01-07 17:47:04 main:574] : INFO : Epoch 1547 | loss: 0.031009 | val_loss: 0.0313397 | Time: 1440.61 ms [2022-01-07 17:47:05 main:574] : INFO : Epoch 1548 | loss: 0.0310068 | val_loss: 0.0313285 | Time: 1446.97 ms [2022-01-07 17:47:07 main:574] : INFO : Epoch 1549 | loss: 0.031004 | val_loss: 0.0313339 | Time: 1443.94 ms [2022-01-07 17:47:08 main:574] : INFO : Epoch 1550 | loss: 0.0310059 | val_loss: 0.0313377 | Time: 1438.61 ms [2022-01-07 17:47:10 main:574] : INFO : Epoch 1551 | loss: 0.0310175 | val_loss: 0.0313184 | Time: 1460.16 ms [2022-01-07 17:47:11 main:574] : INFO : Epoch 1552 | loss: 0.0310256 | val_loss: 0.0313302 | Time: 1445.57 ms [2022-01-07 17:47:13 main:574] : INFO : Epoch 1553 | loss: 0.031013 | val_loss: 0.0313297 | Time: 1438.15 ms [2022-01-07 17:47:14 main:574] : INFO : Epoch 1554 | loss: 0.0310068 | val_loss: 0.0313135 | Time: 1460.49 ms [2022-01-07 17:47:16 main:574] : INFO : Epoch 1555 | loss: 0.0310031 | val_loss: 0.031343 | Time: 1449.6 ms [2022-01-07 17:47:17 main:574] : INFO : Epoch 1556 | loss: 0.0310118 | val_loss: 0.0313401 | Time: 1457.05 ms [2022-01-07 17:47:19 main:574] : INFO : Epoch 1557 | loss: 0.0310083 | val_loss: 0.0313084 | Time: 1450.92 ms [2022-01-07 17:47:20 main:574] : INFO : Epoch 1558 | loss: 0.0310128 | val_loss: 0.031325 | Time: 1456.98 ms [2022-01-07 17:47:22 main:574] : INFO : Epoch 1559 | loss: 0.0310029 | val_loss: 0.0313202 | Time: 1449.74 ms [2022-01-07 17:47:23 main:574] : INFO : Epoch 1560 | loss: 0.0310141 | val_loss: 0.0313385 | Time: 1443.34 ms [2022-01-07 17:47:25 main:574] : INFO : Epoch 1561 | loss: 0.0310157 | val_loss: 0.0313395 | Time: 1465.88 ms [2022-01-07 17:47:26 main:574] : INFO : Epoch 1562 | loss: 0.0310107 | val_loss: 0.0313401 | Time: 1446.78 ms [2022-01-07 17:47:28 main:574] : INFO : Epoch 1563 | loss: 0.0310123 | val_loss: 0.0313231 | Time: 1433.1 ms [2022-01-07 17:47:29 main:574] : INFO : Epoch 1564 | loss: 0.0310078 | val_loss: 0.0313166 | Time: 1456.62 ms [2022-01-07 17:47:31 main:574] : INFO : Epoch 1565 | loss: 0.0310125 | val_loss: 0.031338 | Time: 1437.63 ms [2022-01-07 17:47:33 main:574] : INFO : Epoch 1566 | loss: 0.031009 | val_loss: 0.0313127 | Time: 1451.5 ms [2022-01-07 17:47:34 main:574] : INFO : Epoch 1567 | loss: 0.0310043 | val_loss: 0.0313278 | Time: 1460.24 ms [2022-01-07 17:47:36 main:574] : INFO : Epoch 1568 | loss: 0.0310101 | val_loss: 0.0313347 | Time: 1434.41 ms [2022-01-07 17:47:37 main:574] : INFO : Epoch 1569 | loss: 0.0310099 | val_loss: 0.0313041 | Time: 1451.1 ms [2022-01-07 17:47:39 main:574] : INFO : Epoch 1570 | loss: 0.0310129 | val_loss: 0.0313522 | Time: 1439.71 ms [2022-01-07 17:47:40 main:574] : INFO : Epoch 1571 | loss: 0.0310027 | val_loss: 0.0313197 | Time: 1439.41 ms [2022-01-07 17:47:42 main:574] : INFO : Epoch 1572 | loss: 0.0310086 | val_loss: 0.0313169 | Time: 1435.13 ms [2022-01-07 17:47:43 main:574] : INFO : Epoch 1573 | loss: 0.0310069 | val_loss: 0.0313197 | Time: 1442.03 ms [2022-01-07 17:47:45 main:574] : INFO : Epoch 1574 | loss: 0.0310073 | val_loss: 0.0313184 | Time: 1462.45 ms [2022-01-07 17:47:46 main:574] : INFO : Epoch 1575 | loss: 0.0310134 | val_loss: 0.0313082 | Time: 1450.73 ms [2022-01-07 17:47:48 main:574] : INFO : Epoch 1576 | loss: 0.0310072 | val_loss: 0.0313295 | Time: 1442.4 ms [2022-01-07 17:47:49 main:574] : INFO : Epoch 1577 | loss: 0.0310052 | val_loss: 0.0313456 | Time: 1441.87 ms [2022-01-07 17:47:51 main:574] : INFO : Epoch 1578 | loss: 0.0310086 | val_loss: 0.031316 | Time: 1440.41 ms [2022-01-07 17:47:52 main:574] : INFO : Epoch 1579 | loss: 0.0310102 | val_loss: 0.0313086 | Time: 1448.86 ms [2022-01-07 17:47:54 main:574] : INFO : Epoch 1580 | loss: 0.0310131 | val_loss: 0.0313314 | Time: 1436.09 ms [2022-01-07 17:47:55 main:574] : INFO : Epoch 1581 | loss: 0.0310072 | val_loss: 0.0313179 | Time: 1461.79 ms [2022-01-07 17:47:57 main:574] : INFO : Epoch 1582 | loss: 0.0310143 | val_loss: 0.0313178 | Time: 1456.32 ms [2022-01-07 17:47:58 main:574] : INFO : Epoch 1583 | loss: 0.0310312 | val_loss: 0.0313075 | Time: 1440.8 ms [2022-01-07 17:48:00 main:574] : INFO : Epoch 1584 | loss: 0.031017 | val_loss: 0.0313382 | Time: 1465.15 ms [2022-01-07 17:48:01 main:574] : INFO : Epoch 1585 | loss: 0.031006 | val_loss: 0.031303 | Time: 1436.65 ms [2022-01-07 17:48:03 main:574] : INFO : Epoch 1586 | loss: 0.0310185 | val_loss: 0.0313237 | Time: 1453.37 ms [2022-01-07 17:48:04 main:574] : INFO : Epoch 1587 | loss: 0.0310107 | val_loss: 0.0313389 | Time: 1447.74 ms [2022-01-07 17:48:06 main:574] : INFO : Epoch 1588 | loss: 0.0310153 | val_loss: 0.0313106 | Time: 1442.75 ms [2022-01-07 17:48:07 main:574] : INFO : Epoch 1589 | loss: 0.0310055 | val_loss: 0.0313264 | Time: 1440.19 ms [2022-01-07 17:48:09 main:574] : INFO : Epoch 1590 | loss: 0.0310084 | val_loss: 0.0313207 | Time: 1452.46 ms [2022-01-07 17:48:10 main:574] : INFO : Epoch 1591 | loss: 0.0310045 | val_loss: 0.0313377 | Time: 1435.03 ms [2022-01-07 17:48:12 main:574] : INFO : Epoch 1592 | loss: 0.0310057 | val_loss: 0.0313474 | Time: 1443.16 ms [2022-01-07 17:48:13 main:574] : INFO : Epoch 1593 | loss: 0.0310119 | val_loss: 0.0312965 | Time: 1445.56 ms [2022-01-07 17:48:15 main:574] : INFO : Epoch 1594 | loss: 0.0310107 | val_loss: 0.0312969 | Time: 1451.45 ms [2022-01-07 17:48:16 main:574] : INFO : Epoch 1595 | loss: 0.031009 | val_loss: 0.0313356 | Time: 1434.75 ms [2022-01-07 17:48:18 main:574] : INFO : Epoch 1596 | loss: 0.0310133 | val_loss: 0.0313181 | Time: 1444.29 ms [2022-01-07 17:48:19 main:574] : INFO : Epoch 1597 | loss: 0.0310044 | val_loss: 0.0313378 | Time: 1453.6 ms [2022-01-07 17:48:21 main:574] : INFO : Epoch 1598 | loss: 0.0310056 | val_loss: 0.0313148 | Time: 1442.9 ms [2022-01-07 17:48:22 main:574] : INFO : Epoch 1599 | loss: 0.0310044 | val_loss: 0.0313334 | Time: 1428.02 ms [2022-01-07 17:48:24 main:574] : INFO : Epoch 1600 | loss: 0.0310142 | val_loss: 0.0313461 | Time: 1556.88 ms [2022-01-07 17:48:26 main:574] : INFO : Epoch 1601 | loss: 0.0310044 | val_loss: 0.0313261 | Time: 1452 ms [2022-01-07 17:48:27 main:574] : INFO : Epoch 1602 | loss: 0.0310038 | val_loss: 0.0313335 | Time: 1450.37 ms [2022-01-07 17:48:29 main:574] : INFO : Epoch 1603 | loss: 0.0310147 | val_loss: 0.0313216 | Time: 1450.3 ms [2022-01-07 17:48:30 main:574] : INFO : Epoch 1604 | loss: 0.0310106 | val_loss: 0.0313187 | Time: 1438.41 ms [2022-01-07 17:48:32 main:574] : INFO : Epoch 1605 | loss: 0.0310043 | val_loss: 0.0313447 | Time: 1434.99 ms [2022-01-07 17:48:33 main:574] : INFO : Epoch 1606 | loss: 0.0310169 | val_loss: 0.0312826 | Time: 1463.01 ms [2022-01-07 17:48:35 main:574] : INFO : Epoch 1607 | loss: 0.0310208 | val_loss: 0.0313389 | Time: 1462.38 ms [2022-01-07 17:48:36 main:574] : INFO : Epoch 1608 | loss: 0.0310037 | val_loss: 0.0313125 | Time: 1440.72 ms [2022-01-07 17:48:38 main:574] : INFO : Epoch 1609 | loss: 0.031006 | val_loss: 0.0313389 | Time: 1444 ms [2022-01-07 17:48:39 main:574] : INFO : Epoch 1610 | loss: 0.0310142 | val_loss: 0.0313141 | Time: 1446.83 ms [2022-01-07 17:48:41 main:574] : INFO : Epoch 1611 | loss: 0.0310131 | val_loss: 0.0313517 | Time: 1438.73 ms [2022-01-07 17:48:42 main:574] : INFO : Epoch 1612 | loss: 0.0310145 | val_loss: 0.0313218 | Time: 1449.72 ms [2022-01-07 17:48:44 main:574] : INFO : Epoch 1613 | loss: 0.0310144 | val_loss: 0.0313225 | Time: 1454.11 ms [2022-01-07 17:48:45 main:574] : INFO : Epoch 1614 | loss: 0.0310116 | val_loss: 0.031315 | Time: 1460.38 ms [2022-01-07 17:48:47 main:574] : INFO : Epoch 1615 | loss: 0.0310064 | val_loss: 0.0313446 | Time: 1449.41 ms [2022-01-07 17:48:48 main:574] : INFO : Epoch 1616 | loss: 0.031004 | val_loss: 0.0313177 | Time: 1445.32 ms [2022-01-07 17:48:50 main:574] : INFO : Epoch 1617 | loss: 0.0310015 | val_loss: 0.0313446 | Time: 1450.47 ms [2022-01-07 17:48:51 main:574] : INFO : Epoch 1618 | loss: 0.0310077 | val_loss: 0.031326 | Time: 1446.14 ms [2022-01-07 17:48:53 main:574] : INFO : Epoch 1619 | loss: 0.0310156 | val_loss: 0.0313027 | Time: 1453.85 ms [2022-01-07 17:48:54 main:574] : INFO : Epoch 1620 | loss: 0.0310102 | val_loss: 0.0313501 | Time: 1463.79 ms [2022-01-07 17:48:56 main:574] : INFO : Epoch 1621 | loss: 0.0310057 | val_loss: 0.0313256 | Time: 1440.24 ms [2022-01-07 17:48:57 main:574] : INFO : Epoch 1622 | loss: 0.031014 | val_loss: 0.0313397 | Time: 1454.64 ms [2022-01-07 17:48:59 main:574] : INFO : Epoch 1623 | loss: 0.0310197 | val_loss: 0.0313131 | Time: 1447.44 ms [2022-01-07 17:49:00 main:574] : INFO : Epoch 1624 | loss: 0.0310067 | val_loss: 0.0313175 | Time: 1442.89 ms [2022-01-07 17:49:02 main:574] : INFO : Epoch 1625 | loss: 0.031005 | val_loss: 0.0313168 | Time: 1437.31 ms [2022-01-07 17:49:03 main:574] : INFO : Epoch 1626 | loss: 0.0310059 | val_loss: 0.0313558 | Time: 1439.61 ms [2022-01-07 17:49:05 main:574] : INFO : Epoch 1627 | loss: 0.0310073 | val_loss: 0.031334 | Time: 1452.87 ms [2022-01-07 17:49:06 main:574] : INFO : Epoch 1628 | loss: 0.0310088 | val_loss: 0.0313076 | Time: 1440.93 ms [2022-01-07 17:49:08 main:574] : INFO : Epoch 1629 | loss: 0.0310045 | val_loss: 0.0313355 | Time: 1450.89 ms [2022-01-07 17:49:09 main:574] : INFO : Epoch 1630 | loss: 0.0310142 | val_loss: 0.0313214 | Time: 1442.28 ms [2022-01-07 17:49:11 main:574] : INFO : Epoch 1631 | loss: 0.0310163 | val_loss: 0.0313455 | Time: 1448.78 ms [2022-01-07 17:49:12 main:574] : INFO : Epoch 1632 | loss: 0.0310044 | val_loss: 0.0313177 | Time: 1458.3 ms [2022-01-07 17:49:14 main:574] : INFO : Epoch 1633 | loss: 0.0310051 | val_loss: 0.0313422 | Time: 1443.65 ms [2022-01-07 17:49:15 main:574] : INFO : Epoch 1634 | loss: 0.0310099 | val_loss: 0.031322 | Time: 1468.16 ms [2022-01-07 17:49:17 main:574] : INFO : Epoch 1635 | loss: 0.0310077 | val_loss: 0.0313454 | Time: 1455.89 ms [2022-01-07 17:49:18 main:574] : INFO : Epoch 1636 | loss: 0.0310093 | val_loss: 0.0313342 | Time: 1446.26 ms [2022-01-07 17:49:20 main:574] : INFO : Epoch 1637 | loss: 0.0310082 | val_loss: 0.0313143 | Time: 1459.57 ms [2022-01-07 17:49:21 main:574] : INFO : Epoch 1638 | loss: 0.031008 | val_loss: 0.031329 | Time: 1445.33 ms [2022-01-07 17:49:23 main:574] : INFO : Epoch 1639 | loss: 0.031007 | val_loss: 0.0313347 | Time: 1447.72 ms [2022-01-07 17:49:24 main:574] : INFO : Epoch 1640 | loss: 0.0310072 | val_loss: 0.0313112 | Time: 1455.02 ms [2022-01-07 17:49:26 main:574] : INFO : Epoch 1641 | loss: 0.0310024 | val_loss: 0.0313307 | Time: 1445.34 ms [2022-01-07 17:49:27 main:574] : INFO : Epoch 1642 | loss: 0.0310068 | val_loss: 0.0313275 | Time: 1444.8 ms [2022-01-07 17:49:29 main:574] : INFO : Epoch 1643 | loss: 0.0310096 | val_loss: 0.0313555 | Time: 1445.91 ms [2022-01-07 17:49:30 main:574] : INFO : Epoch 1644 | loss: 0.0310104 | val_loss: 0.0313324 | Time: 1451.29 ms [2022-01-07 17:49:32 main:574] : INFO : Epoch 1645 | loss: 0.0310127 | val_loss: 0.0313244 | Time: 1445.81 ms [2022-01-07 17:49:33 main:574] : INFO : Epoch 1646 | loss: 0.0310098 | val_loss: 0.0313521 | Time: 1448 ms [2022-01-07 17:49:35 main:574] : INFO : Epoch 1647 | loss: 0.0310155 | val_loss: 0.0313187 | Time: 1482.08 ms [2022-01-07 17:49:36 main:574] : INFO : Epoch 1648 | loss: 0.0310097 | val_loss: 0.0313401 | Time: 1511.7 ms [2022-01-07 17:49:38 main:574] : INFO : Epoch 1649 | loss: 0.0310051 | val_loss: 0.0313303 | Time: 1454.18 ms [2022-01-07 17:49:39 main:574] : INFO : Epoch 1650 | loss: 0.0310017 | val_loss: 0.0313318 | Time: 1440.7 ms [2022-01-07 17:49:41 main:574] : INFO : Epoch 1651 | loss: 0.0310095 | val_loss: 0.031326 | Time: 1454.19 ms [2022-01-07 17:49:42 main:574] : INFO : Epoch 1652 | loss: 0.0310144 | val_loss: 0.031298 | Time: 1453.61 ms [2022-01-07 17:49:44 main:574] : INFO : Epoch 1653 | loss: 0.0310178 | val_loss: 0.0313509 | Time: 1444.87 ms [2022-01-07 17:49:45 main:574] : INFO : Epoch 1654 | loss: 0.0310096 | val_loss: 0.0313346 | Time: 1452.33 ms [2022-01-07 17:49:47 main:574] : INFO : Epoch 1655 | loss: 0.0310098 | val_loss: 0.0313567 | Time: 1432.7 ms [2022-01-07 17:49:48 main:574] : INFO : Epoch 1656 | loss: 0.0310113 | val_loss: 0.031319 | Time: 1456.12 ms [2022-01-07 17:49:50 main:574] : INFO : Epoch 1657 | loss: 0.0310086 | val_loss: 0.0313331 | Time: 1452.6 ms [2022-01-07 17:49:51 main:574] : INFO : Epoch 1658 | loss: 0.0310118 | val_loss: 0.031354 | Time: 1448.64 ms [2022-01-07 17:49:53 main:574] : INFO : Epoch 1659 | loss: 0.031008 | val_loss: 0.0313483 | Time: 1444.27 ms [2022-01-07 17:49:54 main:574] : INFO : Epoch 1660 | loss: 0.0310117 | val_loss: 0.0313364 | Time: 1464 ms [2022-01-07 17:49:56 main:574] : INFO : Epoch 1661 | loss: 0.0310146 | val_loss: 0.0313147 | Time: 1444.43 ms [2022-01-07 17:49:57 main:574] : INFO : Epoch 1662 | loss: 0.0310043 | val_loss: 0.0313206 | Time: 1440.05 ms [2022-01-07 17:49:59 main:574] : INFO : Epoch 1663 | loss: 0.0310054 | val_loss: 0.0313243 | Time: 1446.17 ms [2022-01-07 17:50:00 main:574] : INFO : Epoch 1664 | loss: 0.0310066 | val_loss: 0.0313305 | Time: 1457.31 ms [2022-01-07 17:50:02 main:574] : INFO : Epoch 1665 | loss: 0.0310022 | val_loss: 0.0313357 | Time: 1438.45 ms [2022-01-07 17:50:03 main:574] : INFO : Epoch 1666 | loss: 0.0310024 | val_loss: 0.0313175 | Time: 1431.46 ms [2022-01-07 17:50:05 main:574] : INFO : Epoch 1667 | loss: 0.0310031 | val_loss: 0.0313246 | Time: 1465.94 ms [2022-01-07 17:50:06 main:574] : INFO : Epoch 1668 | loss: 0.0310093 | val_loss: 0.0313353 | Time: 1447.42 ms [2022-01-07 17:50:08 main:574] : INFO : Epoch 1669 | loss: 0.0310107 | val_loss: 0.0313318 | Time: 1435.41 ms [2022-01-07 17:50:09 main:574] : INFO : Epoch 1670 | loss: 0.031015 | val_loss: 0.0313289 | Time: 1448.99 ms [2022-01-07 17:50:11 main:574] : INFO : Epoch 1671 | loss: 0.0310074 | val_loss: 0.031318 | Time: 1446.18 ms [2022-01-07 17:50:12 main:574] : INFO : Epoch 1672 | loss: 0.0310018 | val_loss: 0.0313349 | Time: 1452.06 ms [2022-01-07 17:50:14 main:574] : INFO : Epoch 1673 | loss: 0.0310088 | val_loss: 0.0313341 | Time: 1445.9 ms [2022-01-07 17:50:15 main:574] : INFO : Epoch 1674 | loss: 0.0310128 | val_loss: 0.0312897 | Time: 1449.46 ms [2022-01-07 17:50:17 main:574] : INFO : Epoch 1675 | loss: 0.0310195 | val_loss: 0.0313846 | Time: 1441.82 ms [2022-01-07 17:50:18 main:574] : INFO : Epoch 1676 | loss: 0.0311948 | val_loss: 0.0315065 | Time: 1446.37 ms [2022-01-07 17:50:20 main:574] : INFO : Epoch 1677 | loss: 0.0310995 | val_loss: 0.0313999 | Time: 1455.32 ms [2022-01-07 17:50:21 main:574] : INFO : Epoch 1678 | loss: 0.0310256 | val_loss: 0.0313075 | Time: 1454.07 ms [2022-01-07 17:50:23 main:574] : INFO : Epoch 1679 | loss: 0.0310086 | val_loss: 0.0313218 | Time: 1449.1 ms [2022-01-07 17:50:24 main:574] : INFO : Epoch 1680 | loss: 0.0310142 | val_loss: 0.0313338 | Time: 1452.08 ms [2022-01-07 17:50:26 main:574] : INFO : Epoch 1681 | loss: 0.0310156 | val_loss: 0.0313212 | Time: 1438.73 ms [2022-01-07 17:50:27 main:574] : INFO : Epoch 1682 | loss: 0.0310058 | val_loss: 0.0313326 | Time: 1426.98 ms [2022-01-07 17:50:29 main:574] : INFO : Epoch 1683 | loss: 0.0310103 | val_loss: 0.0313136 | Time: 1438.52 ms [2022-01-07 17:50:30 main:574] : INFO : Epoch 1684 | loss: 0.0310148 | val_loss: 0.0313616 | Time: 1435.18 ms [2022-01-07 17:50:32 main:574] : INFO : Epoch 1685 | loss: 0.0310183 | val_loss: 0.0313282 | Time: 1517.39 ms [2022-01-07 17:50:33 main:574] : INFO : Epoch 1686 | loss: 0.0310103 | val_loss: 0.0313438 | Time: 1464.85 ms [2022-01-07 17:50:35 main:574] : INFO : Epoch 1687 | loss: 0.0310062 | val_loss: 0.031308 | Time: 1450.24 ms [2022-01-07 17:50:36 main:574] : INFO : Epoch 1688 | loss: 0.0310098 | val_loss: 0.0313512 | Time: 1451.25 ms [2022-01-07 17:50:38 main:574] : INFO : Epoch 1689 | loss: 0.0310113 | val_loss: 0.0313394 | Time: 1458.19 ms [2022-01-07 17:50:39 main:574] : INFO : Epoch 1690 | loss: 0.031008 | val_loss: 0.0313287 | Time: 1460.52 ms [2022-01-07 17:50:41 main:574] : INFO : Epoch 1691 | loss: 0.031005 | val_loss: 0.0313349 | Time: 1447.45 ms [2022-01-07 17:50:42 main:574] : INFO : Epoch 1692 | loss: 0.0310167 | val_loss: 0.031326 | Time: 1446.59 ms [2022-01-07 17:50:44 main:574] : INFO : Epoch 1693 | loss: 0.031011 | val_loss: 0.031318 | Time: 1456.48 ms [2022-01-07 17:50:45 main:574] : INFO : Epoch 1694 | loss: 0.0310239 | val_loss: 0.0313113 | Time: 1449.53 ms [2022-01-07 17:50:47 main:574] : INFO : Epoch 1695 | loss: 0.0310208 | val_loss: 0.031307 | Time: 1450.05 ms [2022-01-07 17:50:48 main:574] : INFO : Epoch 1696 | loss: 0.031015 | val_loss: 0.0313202 | Time: 1457.06 ms [2022-01-07 17:50:50 main:574] : INFO : Epoch 1697 | loss: 0.0310106 | val_loss: 0.0313654 | Time: 1442.1 ms [2022-01-07 17:50:51 main:574] : INFO : Epoch 1698 | loss: 0.0310097 | val_loss: 0.0313181 | Time: 1455.5 ms [2022-01-07 17:50:53 main:574] : INFO : Epoch 1699 | loss: 0.0310052 | val_loss: 0.031325 | Time: 1442.77 ms [2022-01-07 17:50:54 main:574] : INFO : Epoch 1700 | loss: 0.0310018 | val_loss: 0.0313431 | Time: 1449.81 ms [2022-01-07 17:50:56 main:574] : INFO : Epoch 1701 | loss: 0.0310006 | val_loss: 0.0313144 | Time: 1448.88 ms [2022-01-07 17:50:57 main:574] : INFO : Epoch 1702 | loss: 0.0310192 | val_loss: 0.0313125 | Time: 1447.65 ms [2022-01-07 17:50:59 main:574] : INFO : Epoch 1703 | loss: 0.0310108 | val_loss: 0.0313276 | Time: 1445.23 ms [2022-01-07 17:51:00 main:574] : INFO : Epoch 1704 | loss: 0.0310032 | val_loss: 0.0313205 | Time: 1452.35 ms [2022-01-07 17:51:02 main:574] : INFO : Epoch 1705 | loss: 0.0310113 | val_loss: 0.0313319 | Time: 1446.19 ms [2022-01-07 17:51:03 main:574] : INFO : Epoch 1706 | loss: 0.0310125 | val_loss: 0.0313116 | Time: 1453.08 ms [2022-01-07 17:51:05 main:574] : INFO : Epoch 1707 | loss: 0.0310033 | val_loss: 0.0313614 | Time: 1456.88 ms [2022-01-07 17:51:06 main:574] : INFO : Epoch 1708 | loss: 0.0310042 | val_loss: 0.031321 | Time: 1443.09 ms [2022-01-07 17:51:08 main:574] : INFO : Epoch 1709 | loss: 0.0310087 | val_loss: 0.0313175 | Time: 1447.04 ms [2022-01-07 17:51:09 main:574] : INFO : Epoch 1710 | loss: 0.0310058 | val_loss: 0.0313092 | Time: 1432.37 ms [2022-01-07 17:51:11 main:574] : INFO : Epoch 1711 | loss: 0.0310111 | val_loss: 0.0313239 | Time: 1433.64 ms [2022-01-07 17:51:12 main:574] : INFO : Epoch 1712 | loss: 0.0310111 | val_loss: 0.0313433 | Time: 1441.33 ms [2022-01-07 17:51:14 main:574] : INFO : Epoch 1713 | loss: 0.031011 | val_loss: 0.0313425 | Time: 1458.52 ms [2022-01-07 17:51:15 main:574] : INFO : Epoch 1714 | loss: 0.0310069 | val_loss: 0.031304 | Time: 1457.42 ms [2022-01-07 17:51:17 main:574] : INFO : Epoch 1715 | loss: 0.0310113 | val_loss: 0.0313341 | Time: 1445.32 ms [2022-01-07 17:51:18 main:574] : INFO : Epoch 1716 | loss: 0.0310155 | val_loss: 0.0313356 | Time: 1446.11 ms [2022-01-07 17:51:20 main:574] : INFO : Epoch 1717 | loss: 0.0310077 | val_loss: 0.0313354 | Time: 1469.57 ms [2022-01-07 17:51:21 main:574] : INFO : Epoch 1718 | loss: 0.0310057 | val_loss: 0.0313212 | Time: 1445.36 ms [2022-01-07 17:51:23 main:574] : INFO : Epoch 1719 | loss: 0.031008 | val_loss: 0.0313162 | Time: 1450.69 ms [2022-01-07 17:51:24 main:574] : INFO : Epoch 1720 | loss: 0.0310128 | val_loss: 0.0313134 | Time: 1472.27 ms [2022-01-07 17:51:26 main:574] : INFO : Epoch 1721 | loss: 0.0310058 | val_loss: 0.0313448 | Time: 1440.35 ms [2022-01-07 17:51:27 main:574] : INFO : Epoch 1722 | loss: 0.0310027 | val_loss: 0.0313311 | Time: 1433.89 ms [2022-01-07 17:51:29 main:574] : INFO : Epoch 1723 | loss: 0.0310084 | val_loss: 0.031336 | Time: 1452.71 ms [2022-01-07 17:51:30 main:574] : INFO : Epoch 1724 | loss: 0.0310058 | val_loss: 0.0313212 | Time: 1455.32 ms [2022-01-07 17:51:32 main:574] : INFO : Epoch 1725 | loss: 0.0310062 | val_loss: 0.0313252 | Time: 1454.63 ms [2022-01-07 17:51:33 main:574] : INFO : Epoch 1726 | loss: 0.0310102 | val_loss: 0.0313178 | Time: 1445.79 ms [2022-01-07 17:51:35 main:574] : INFO : Epoch 1727 | loss: 0.031006 | val_loss: 0.0313514 | Time: 1458.43 ms [2022-01-07 17:51:36 main:574] : INFO : Epoch 1728 | loss: 0.031019 | val_loss: 0.0312955 | Time: 1443.07 ms [2022-01-07 17:51:38 main:574] : INFO : Epoch 1729 | loss: 0.0310185 | val_loss: 0.0313211 | Time: 1445.81 ms [2022-01-07 17:51:39 main:574] : INFO : Epoch 1730 | loss: 0.0310101 | val_loss: 0.031331 | Time: 1441.47 ms [2022-01-07 17:51:41 main:574] : INFO : Epoch 1731 | loss: 0.0310072 | val_loss: 0.0313211 | Time: 1457.6 ms [2022-01-07 17:51:42 main:574] : INFO : Epoch 1732 | loss: 0.0310069 | val_loss: 0.0313105 | Time: 1447.74 ms [2022-01-07 17:51:44 main:574] : INFO : Epoch 1733 | loss: 0.031016 | val_loss: 0.0313346 | Time: 1442.09 ms [2022-01-07 17:51:45 main:574] : INFO : Epoch 1734 | loss: 0.0310173 | val_loss: 0.0313442 | Time: 1452.74 ms [2022-01-07 17:51:47 main:574] : INFO : Epoch 1735 | loss: 0.0310173 | val_loss: 0.0313329 | Time: 1454.8 ms [2022-01-07 17:51:48 main:574] : INFO : Epoch 1736 | loss: 0.0310103 | val_loss: 0.0313416 | Time: 1450.72 ms [2022-01-07 17:51:50 main:574] : INFO : Epoch 1737 | loss: 0.0310074 | val_loss: 0.0313251 | Time: 1455.43 ms [2022-01-07 17:51:51 main:574] : INFO : Epoch 1738 | loss: 0.0310116 | val_loss: 0.0313513 | Time: 1438.53 ms [2022-01-07 17:51:53 main:574] : INFO : Epoch 1739 | loss: 0.0310062 | val_loss: 0.0313197 | Time: 1437.35 ms [2022-01-07 17:51:54 main:574] : INFO : Epoch 1740 | loss: 0.0310063 | val_loss: 0.0313213 | Time: 1452.21 ms [2022-01-07 17:51:56 main:574] : INFO : Epoch 1741 | loss: 0.0310019 | val_loss: 0.0313432 | Time: 1438.95 ms [2022-01-07 17:51:57 main:574] : INFO : Epoch 1742 | loss: 0.0310022 | val_loss: 0.0313171 | Time: 1452.81 ms [2022-01-07 17:51:59 main:574] : INFO : Epoch 1743 | loss: 0.0310103 | val_loss: 0.0313286 | Time: 1441.59 ms [2022-01-07 17:52:00 main:574] : INFO : Epoch 1744 | loss: 0.0310114 | val_loss: 0.0313311 | Time: 1452.47 ms [2022-01-07 17:52:02 main:574] : INFO : Epoch 1745 | loss: 0.0310081 | val_loss: 0.0313155 | Time: 1441.02 ms [2022-01-07 17:52:03 main:574] : INFO : Epoch 1746 | loss: 0.031009 | val_loss: 0.0313366 | Time: 1454.39 ms [2022-01-07 17:52:05 main:574] : INFO : Epoch 1747 | loss: 0.0310069 | val_loss: 0.031324 | Time: 1462.35 ms [2022-01-07 17:52:06 main:574] : INFO : Epoch 1748 | loss: 0.0310007 | val_loss: 0.0313342 | Time: 1446.95 ms [2022-01-07 17:52:08 main:574] : INFO : Epoch 1749 | loss: 0.0310094 | val_loss: 0.0313395 | Time: 1443 ms [2022-01-07 17:52:09 main:574] : INFO : Epoch 1750 | loss: 0.0310114 | val_loss: 0.0313127 | Time: 1440 ms [2022-01-07 17:52:11 main:574] : INFO : Epoch 1751 | loss: 0.0310102 | val_loss: 0.031335 | Time: 1450.43 ms [2022-01-07 17:52:12 main:574] : INFO : Epoch 1752 | loss: 0.0310125 | val_loss: 0.0313034 | Time: 1435.34 ms [2022-01-07 17:52:14 main:574] : INFO : Epoch 1753 | loss: 0.0310138 | val_loss: 0.0313408 | Time: 1437.6 ms [2022-01-07 17:52:15 main:574] : INFO : Epoch 1754 | loss: 0.0310108 | val_loss: 0.0313452 | Time: 1462.1 ms [2022-01-07 17:52:17 main:574] : INFO : Epoch 1755 | loss: 0.03101 | val_loss: 0.0313333 | Time: 1451.92 ms [2022-01-07 17:52:18 main:574] : INFO : Epoch 1756 | loss: 0.031008 | val_loss: 0.0313068 | Time: 1469.04 ms [2022-01-07 17:52:20 main:574] : INFO : Epoch 1757 | loss: 0.0310122 | val_loss: 0.0313089 | Time: 1554.89 ms [2022-01-07 17:52:22 main:574] : INFO : Epoch 1758 | loss: 0.0310242 | val_loss: 0.031317 | Time: 1482.35 ms [2022-01-07 17:52:23 main:574] : INFO : Epoch 1759 | loss: 0.0310131 | val_loss: 0.0313166 | Time: 1514.62 ms [2022-01-07 17:52:25 main:574] : INFO : Epoch 1760 | loss: 0.0310126 | val_loss: 0.0313323 | Time: 1478.18 ms [2022-01-07 17:52:26 main:574] : INFO : Epoch 1761 | loss: 0.031006 | val_loss: 0.0313167 | Time: 1437.72 ms [2022-01-07 17:52:28 main:574] : INFO : Epoch 1762 | loss: 0.0310119 | val_loss: 0.0313348 | Time: 1444.63 ms [2022-01-07 17:52:29 main:574] : INFO : Epoch 1763 | loss: 0.0310137 | val_loss: 0.0313384 | Time: 1456.88 ms [2022-01-07 17:52:31 main:574] : INFO : Epoch 1764 | loss: 0.0310025 | val_loss: 0.031346 | Time: 1445.1 ms [2022-01-07 17:52:32 main:574] : INFO : Epoch 1765 | loss: 0.0310148 | val_loss: 0.0313407 | Time: 1444.41 ms [2022-01-07 17:52:34 main:574] : INFO : Epoch 1766 | loss: 0.0310072 | val_loss: 0.031292 | Time: 1450.5 ms [2022-01-07 17:52:35 main:574] : INFO : Epoch 1767 | loss: 0.0310071 | val_loss: 0.0313196 | Time: 1450.85 ms [2022-01-07 17:52:37 main:574] : INFO : Epoch 1768 | loss: 0.0310078 | val_loss: 0.0313108 | Time: 1439.21 ms [2022-01-07 17:52:38 main:574] : INFO : Epoch 1769 | loss: 0.0310118 | val_loss: 0.0313294 | Time: 1444.93 ms [2022-01-07 17:52:40 main:574] : INFO : Epoch 1770 | loss: 0.0310069 | val_loss: 0.03131 | Time: 1527.2 ms [2022-01-07 17:52:41 main:574] : INFO : Epoch 1771 | loss: 0.0310085 | val_loss: 0.0313371 | Time: 1460.08 ms [2022-01-07 17:52:43 main:574] : INFO : Epoch 1772 | loss: 0.0310075 | val_loss: 0.0313512 | Time: 1438.74 ms [2022-01-07 17:52:44 main:574] : INFO : Epoch 1773 | loss: 0.0310172 | val_loss: 0.0313069 | Time: 1463.38 ms [2022-01-07 17:52:46 main:574] : INFO : Epoch 1774 | loss: 0.0310068 | val_loss: 0.0313317 | Time: 1449.98 ms [2022-01-07 17:52:47 main:574] : INFO : Epoch 1775 | loss: 0.0310045 | val_loss: 0.0313342 | Time: 1459.11 ms [2022-01-07 17:52:49 main:574] : INFO : Epoch 1776 | loss: 0.0310074 | val_loss: 0.0313316 | Time: 1454.86 ms [2022-01-07 17:52:50 main:574] : INFO : Epoch 1777 | loss: 0.0310059 | val_loss: 0.0313214 | Time: 1462.59 ms [2022-01-07 17:52:52 main:574] : INFO : Epoch 1778 | loss: 0.0310092 | val_loss: 0.0313249 | Time: 1462.17 ms [2022-01-07 17:52:53 main:574] : INFO : Epoch 1779 | loss: 0.0310084 | val_loss: 0.0313276 | Time: 1442.18 ms [2022-01-07 17:52:55 main:574] : INFO : Epoch 1780 | loss: 0.0310092 | val_loss: 0.0313225 | Time: 1468.3 ms [2022-01-07 17:52:56 main:574] : INFO : Epoch 1781 | loss: 0.031007 | val_loss: 0.0313243 | Time: 1461.93 ms [2022-01-07 17:52:58 main:574] : INFO : Epoch 1782 | loss: 0.031004 | val_loss: 0.0313335 | Time: 1447.73 ms [2022-01-07 17:52:59 main:574] : INFO : Epoch 1783 | loss: 0.0310033 | val_loss: 0.0313032 | Time: 1441 ms [2022-01-07 17:53:01 main:574] : INFO : Epoch 1784 | loss: 0.0310113 | val_loss: 0.0313171 | Time: 1453.53 ms [2022-01-07 17:53:02 main:574] : INFO : Epoch 1785 | loss: 0.0310132 | val_loss: 0.0313296 | Time: 1452.66 ms [2022-01-07 17:53:04 main:574] : INFO : Epoch 1786 | loss: 0.0310108 | val_loss: 0.0313379 | Time: 1458.57 ms [2022-01-07 17:53:05 main:574] : INFO : Epoch 1787 | loss: 0.0310121 | val_loss: 0.0313329 | Time: 1463.39 ms [2022-01-07 17:53:07 main:574] : INFO : Epoch 1788 | loss: 0.0310067 | val_loss: 0.0313302 | Time: 1446.87 ms [2022-01-07 17:53:08 main:574] : INFO : Epoch 1789 | loss: 0.0310098 | val_loss: 0.0313272 | Time: 1453.08 ms [2022-01-07 17:53:10 main:574] : INFO : Epoch 1790 | loss: 0.0310156 | val_loss: 0.0313321 | Time: 1445.36 ms [2022-01-07 17:53:11 main:574] : INFO : Epoch 1791 | loss: 0.0310094 | val_loss: 0.0313307 | Time: 1442.11 ms [2022-01-07 17:53:13 main:574] : INFO : Epoch 1792 | loss: 0.031004 | val_loss: 0.0313226 | Time: 1436.77 ms [2022-01-07 17:53:14 main:574] : INFO : Epoch 1793 | loss: 0.031015 | val_loss: 0.0313181 | Time: 1451.99 ms [2022-01-07 17:53:16 main:574] : INFO : Epoch 1794 | loss: 0.0310175 | val_loss: 0.0313226 | Time: 1434.24 ms [2022-01-07 17:53:17 main:574] : INFO : Epoch 1795 | loss: 0.0310186 | val_loss: 0.0313351 | Time: 1441.53 ms [2022-01-07 17:53:19 main:574] : INFO : Epoch 1796 | loss: 0.0310142 | val_loss: 0.0313131 | Time: 1443.05 ms [2022-01-07 17:53:20 main:574] : INFO : Epoch 1797 | loss: 0.0310217 | val_loss: 0.031303 | Time: 1450.84 ms [2022-01-07 17:53:22 main:574] : INFO : Epoch 1798 | loss: 0.0310155 | val_loss: 0.0313229 | Time: 1442.42 ms [2022-01-07 17:53:23 main:574] : INFO : Epoch 1799 | loss: 0.0310086 | val_loss: 0.0313302 | Time: 1455.85 ms [2022-01-07 17:53:25 main:574] : INFO : Epoch 1800 | loss: 0.0310189 | val_loss: 0.0313304 | Time: 1456.31 ms [2022-01-07 17:53:26 main:574] : INFO : Epoch 1801 | loss: 0.0310161 | val_loss: 0.0313053 | Time: 1451.12 ms [2022-01-07 17:53:28 main:574] : INFO : Epoch 1802 | loss: 0.031016 | val_loss: 0.0313427 | Time: 1435.79 ms [2022-01-07 17:53:29 main:574] : INFO : Epoch 1803 | loss: 0.0310092 | val_loss: 0.0313231 | Time: 1441.18 ms [2022-01-07 17:53:31 main:574] : INFO : Epoch 1804 | loss: 0.031014 | val_loss: 0.0313114 | Time: 1435.66 ms [2022-01-07 17:53:32 main:574] : INFO : Epoch 1805 | loss: 0.0310061 | val_loss: 0.0313413 | Time: 1453.45 ms [2022-01-07 17:53:34 main:574] : INFO : Epoch 1806 | loss: 0.0310058 | val_loss: 0.0313244 | Time: 1457.88 ms [2022-01-07 17:53:35 main:574] : INFO : Epoch 1807 | loss: 0.031009 | val_loss: 0.0313176 | Time: 1458.5 ms [2022-01-07 17:53:37 main:574] : INFO : Epoch 1808 | loss: 0.0310068 | val_loss: 0.0313242 | Time: 1453.94 ms [2022-01-07 17:53:38 main:574] : INFO : Epoch 1809 | loss: 0.0310076 | val_loss: 0.0313275 | Time: 1443.39 ms [2022-01-07 17:53:40 main:574] : INFO : Epoch 1810 | loss: 0.0310121 | val_loss: 0.0313055 | Time: 1446.41 ms [2022-01-07 17:53:41 main:574] : INFO : Epoch 1811 | loss: 0.0310185 | val_loss: 0.0313184 | Time: 1460.51 ms [2022-01-07 17:53:43 main:574] : INFO : Epoch 1812 | loss: 0.0310033 | val_loss: 0.0313433 | Time: 1434.79 ms [2022-01-07 17:53:44 main:574] : INFO : Epoch 1813 | loss: 0.0310055 | val_loss: 0.0313157 | Time: 1469.33 ms [2022-01-07 17:53:46 main:574] : INFO : Epoch 1814 | loss: 0.0310125 | val_loss: 0.0313081 | Time: 1437.67 ms [2022-01-07 17:53:47 main:574] : INFO : Epoch 1815 | loss: 0.031008 | val_loss: 0.0313358 | Time: 1448.57 ms [2022-01-07 17:53:49 main:574] : INFO : Epoch 1816 | loss: 0.031005 | val_loss: 0.0313255 | Time: 1453.5 ms [2022-01-07 17:53:50 main:574] : INFO : Epoch 1817 | loss: 0.0310005 | val_loss: 0.0313297 | Time: 1454.18 ms [2022-01-07 17:53:52 main:574] : INFO : Epoch 1818 | loss: 0.0310099 | val_loss: 0.0313278 | Time: 1466.23 ms [2022-01-07 17:53:53 main:574] : INFO : Epoch 1819 | loss: 0.0310186 | val_loss: 0.0313049 | Time: 1445.76 ms [2022-01-07 17:53:55 main:574] : INFO : Epoch 1820 | loss: 0.0310106 | val_loss: 0.0313199 | Time: 1458.06 ms [2022-01-07 17:53:56 main:574] : INFO : Epoch 1821 | loss: 0.0310157 | val_loss: 0.0313338 | Time: 1453.58 ms [2022-01-07 17:53:58 main:574] : INFO : Epoch 1822 | loss: 0.031008 | val_loss: 0.0313193 | Time: 1427.93 ms [2022-01-07 17:53:59 main:574] : INFO : Epoch 1823 | loss: 0.0310013 | val_loss: 0.0313379 | Time: 1436.57 ms [2022-01-07 17:54:01 main:574] : INFO : Epoch 1824 | loss: 0.0310052 | val_loss: 0.0313241 | Time: 1465.74 ms [2022-01-07 17:54:02 main:574] : INFO : Epoch 1825 | loss: 0.0310133 | val_loss: 0.0313469 | Time: 1449.08 ms [2022-01-07 17:54:04 main:574] : INFO : Epoch 1826 | loss: 0.0310113 | val_loss: 0.0313183 | Time: 1452.44 ms [2022-01-07 17:54:05 main:574] : INFO : Epoch 1827 | loss: 0.0310201 | val_loss: 0.0313371 | Time: 1464.2 ms [2022-01-07 17:54:07 main:574] : INFO : Epoch 1828 | loss: 0.0310123 | val_loss: 0.0313035 | Time: 1452.7 ms [2022-01-07 17:54:08 main:574] : INFO : Epoch 1829 | loss: 0.0310085 | val_loss: 0.0313503 | Time: 1440.28 ms [2022-01-07 17:54:10 main:574] : INFO : Epoch 1830 | loss: 0.0310249 | val_loss: 0.0313285 | Time: 1442.83 ms [2022-01-07 17:54:11 main:574] : INFO : Epoch 1831 | loss: 0.0310093 | val_loss: 0.0313331 | Time: 1451.78 ms [2022-01-07 17:54:13 main:574] : INFO : Epoch 1832 | loss: 0.0310069 | val_loss: 0.031347 | Time: 1444.71 ms [2022-01-07 17:54:14 main:574] : INFO : Epoch 1833 | loss: 0.0310086 | val_loss: 0.0313166 | Time: 1459.3 ms [2022-01-07 17:54:16 main:574] : INFO : Epoch 1834 | loss: 0.031015 | val_loss: 0.0313043 | Time: 1442.07 ms [2022-01-07 17:54:17 main:574] : INFO : Epoch 1835 | loss: 0.0310156 | val_loss: 0.0313378 | Time: 1448.81 ms [2022-01-07 17:54:19 main:574] : INFO : Epoch 1836 | loss: 0.0310142 | val_loss: 0.0313281 | Time: 1453.16 ms [2022-01-07 17:54:20 main:574] : INFO : Epoch 1837 | loss: 0.0310138 | val_loss: 0.0313302 | Time: 1461.07 ms [2022-01-07 17:54:22 main:574] : INFO : Epoch 1838 | loss: 0.0310144 | val_loss: 0.0313082 | Time: 1449.03 ms [2022-01-07 17:54:23 main:574] : INFO : Epoch 1839 | loss: 0.0310087 | val_loss: 0.0313128 | Time: 1451.86 ms [2022-01-07 17:54:25 main:574] : INFO : Epoch 1840 | loss: 0.0310123 | val_loss: 0.0313285 | Time: 1458.48 ms [2022-01-07 17:54:26 main:574] : INFO : Epoch 1841 | loss: 0.0310069 | val_loss: 0.031349 | Time: 1453.46 ms [2022-01-07 17:54:28 main:574] : INFO : Epoch 1842 | loss: 0.0310151 | val_loss: 0.0313226 | Time: 1448.63 ms [2022-01-07 17:54:29 main:574] : INFO : Epoch 1843 | loss: 0.0310156 | val_loss: 0.0312943 | Time: 1445.27 ms [2022-01-07 17:54:31 main:574] : INFO : Epoch 1844 | loss: 0.0310068 | val_loss: 0.0313208 | Time: 1456.61 ms [2022-01-07 17:54:32 main:574] : INFO : Epoch 1845 | loss: 0.0310055 | val_loss: 0.0313294 | Time: 1442.34 ms [2022-01-07 17:54:34 main:574] : INFO : Epoch 1846 | loss: 0.0310173 | val_loss: 0.0313098 | Time: 1449.08 ms [2022-01-07 17:54:35 main:574] : INFO : Epoch 1847 | loss: 0.0310113 | val_loss: 0.0313375 | Time: 1459.06 ms [2022-01-07 17:54:37 main:574] : INFO : Epoch 1848 | loss: 0.0309994 | val_loss: 0.0313506 | Time: 1452.02 ms [2022-01-07 17:54:38 main:574] : INFO : Epoch 1849 | loss: 0.0310039 | val_loss: 0.0313368 | Time: 1432.56 ms [2022-01-07 17:54:40 main:574] : INFO : Epoch 1850 | loss: 0.0310069 | val_loss: 0.0313403 | Time: 1440.18 ms [2022-01-07 17:54:41 main:574] : INFO : Epoch 1851 | loss: 0.0310149 | val_loss: 0.031334 | Time: 1438.24 ms [2022-01-07 17:54:43 main:574] : INFO : Epoch 1852 | loss: 0.0310098 | val_loss: 0.0313208 | Time: 1480.6 ms [2022-01-07 17:54:44 main:574] : INFO : Epoch 1853 | loss: 0.0310035 | val_loss: 0.0313496 | Time: 1448.13 ms [2022-01-07 17:54:46 main:574] : INFO : Epoch 1854 | loss: 0.0310031 | val_loss: 0.0313199 | Time: 1443.58 ms [2022-01-07 17:54:47 main:574] : INFO : Epoch 1855 | loss: 0.0310065 | val_loss: 0.0313414 | Time: 1447.62 ms [2022-01-07 17:54:49 main:574] : INFO : Epoch 1856 | loss: 0.0310131 | val_loss: 0.0313218 | Time: 1450.11 ms [2022-01-07 17:54:50 main:574] : INFO : Epoch 1857 | loss: 0.0310092 | val_loss: 0.0313358 | Time: 1493.95 ms [2022-01-07 17:54:52 main:574] : INFO : Epoch 1858 | loss: 0.0310018 | val_loss: 0.031321 | Time: 1456.47 ms [2022-01-07 17:54:53 main:574] : INFO : Epoch 1859 | loss: 0.031009 | val_loss: 0.0313292 | Time: 1475.12 ms [2022-01-07 17:54:55 main:574] : INFO : Epoch 1860 | loss: 0.0310081 | val_loss: 0.031351 | Time: 1484.92 ms [2022-01-07 17:54:56 main:574] : INFO : Epoch 1861 | loss: 0.0310114 | val_loss: 0.0313073 | Time: 1443.06 ms [2022-01-07 17:54:58 main:574] : INFO : Epoch 1862 | loss: 0.0310119 | val_loss: 0.0313328 | Time: 1464.54 ms [2022-01-07 17:54:59 main:574] : INFO : Epoch 1863 | loss: 0.0310064 | val_loss: 0.0313427 | Time: 1448.3 ms [2022-01-07 17:55:01 main:574] : INFO : Epoch 1864 | loss: 0.0310088 | val_loss: 0.0313276 | Time: 1456.46 ms [2022-01-07 17:55:02 main:574] : INFO : Epoch 1865 | loss: 0.0310103 | val_loss: 0.0313237 | Time: 1442.8 ms [2022-01-07 17:55:04 main:574] : INFO : Epoch 1866 | loss: 0.031012 | val_loss: 0.0313348 | Time: 1450.8 ms [2022-01-07 17:55:05 main:574] : INFO : Epoch 1867 | loss: 0.0310088 | val_loss: 0.0313161 | Time: 1459.63 ms [2022-01-07 17:55:07 main:574] : INFO : Epoch 1868 | loss: 0.0310084 | val_loss: 0.0313575 | Time: 1475.77 ms [2022-01-07 17:55:08 main:574] : INFO : Epoch 1869 | loss: 0.0310063 | val_loss: 0.0313262 | Time: 1447.95 ms [2022-01-07 17:55:10 main:574] : INFO : Epoch 1870 | loss: 0.0310142 | val_loss: 0.0313102 | Time: 1449.07 ms [2022-01-07 17:55:11 main:574] : INFO : Epoch 1871 | loss: 0.0310211 | val_loss: 0.0313534 | Time: 1436.32 ms [2022-01-07 17:55:13 main:574] : INFO : Epoch 1872 | loss: 0.0310138 | val_loss: 0.0313192 | Time: 1450.07 ms [2022-01-07 17:55:14 main:574] : INFO : Epoch 1873 | loss: 0.0310152 | val_loss: 0.031308 | Time: 1444.34 ms [2022-01-07 17:55:16 main:574] : INFO : Epoch 1874 | loss: 0.0310068 | val_loss: 0.0313445 | Time: 1440.96 ms [2022-01-07 17:55:17 main:574] : INFO : Epoch 1875 | loss: 0.0310048 | val_loss: 0.031338 | Time: 1439.2 ms [2022-01-07 17:55:19 main:574] : INFO : Epoch 1876 | loss: 0.0310049 | val_loss: 0.0313182 | Time: 1474.02 ms [2022-01-07 17:55:20 main:574] : INFO : Epoch 1877 | loss: 0.0310076 | val_loss: 0.031319 | Time: 1454.85 ms [2022-01-07 17:55:22 main:574] : INFO : Epoch 1878 | loss: 0.0310055 | val_loss: 0.0313503 | Time: 1448.38 ms [2022-01-07 17:55:23 main:574] : INFO : Epoch 1879 | loss: 0.0310108 | val_loss: 0.0313263 | Time: 1436.31 ms [2022-01-07 17:55:25 main:574] : INFO : Epoch 1880 | loss: 0.0310022 | val_loss: 0.0313308 | Time: 1448.61 ms [2022-01-07 17:55:26 main:574] : INFO : Epoch 1881 | loss: 0.0310067 | val_loss: 0.031336 | Time: 1446.19 ms [2022-01-07 17:55:28 main:574] : INFO : Epoch 1882 | loss: 0.0310113 | val_loss: 0.0313157 | Time: 1442.14 ms [2022-01-07 17:55:29 main:574] : INFO : Epoch 1883 | loss: 0.0310158 | val_loss: 0.031348 | Time: 1453.01 ms [2022-01-07 17:55:31 main:574] : INFO : Epoch 1884 | loss: 0.0310119 | val_loss: 0.0312947 | Time: 1453.69 ms [2022-01-07 17:55:32 main:574] : INFO : Epoch 1885 | loss: 0.0310152 | val_loss: 0.0313492 | Time: 1447.9 ms [2022-01-07 17:55:34 main:574] : INFO : Epoch 1886 | loss: 0.031006 | val_loss: 0.0313435 | Time: 1447.48 ms [2022-01-07 17:55:35 main:574] : INFO : Epoch 1887 | loss: 0.0310044 | val_loss: 0.0313074 | Time: 1459.47 ms [2022-01-07 17:55:37 main:574] : INFO : Epoch 1888 | loss: 0.0310041 | val_loss: 0.0313154 | Time: 1444.48 ms [2022-01-07 17:55:38 main:574] : INFO : Epoch 1889 | loss: 0.0310072 | val_loss: 0.0313384 | Time: 1454.7 ms [2022-01-07 17:55:40 main:574] : INFO : Epoch 1890 | loss: 0.0310039 | val_loss: 0.031318 | Time: 1446.44 ms [2022-01-07 17:55:41 main:574] : INFO : Epoch 1891 | loss: 0.0310042 | val_loss: 0.0313336 | Time: 1431.38 ms [2022-01-07 17:55:43 main:574] : INFO : Epoch 1892 | loss: 0.031007 | val_loss: 0.0313475 | Time: 1460.16 ms [2022-01-07 17:55:44 main:574] : INFO : Epoch 1893 | loss: 0.0310113 | val_loss: 0.03132 | Time: 1445.97 ms [2022-01-07 17:55:46 main:574] : INFO : Epoch 1894 | loss: 0.031012 | val_loss: 0.0313095 | Time: 1456.48 ms [2022-01-07 17:55:47 main:574] : INFO : Epoch 1895 | loss: 0.0310125 | val_loss: 0.031357 | Time: 1448.69 ms [2022-01-07 17:55:49 main:574] : INFO : Epoch 1896 | loss: 0.0310096 | val_loss: 0.0312934 | Time: 1431.03 ms [2022-01-07 17:55:50 main:574] : INFO : Epoch 1897 | loss: 0.0310081 | val_loss: 0.0313302 | Time: 1446.52 ms [2022-01-07 17:55:52 main:574] : INFO : Epoch 1898 | loss: 0.0310051 | val_loss: 0.0313431 | Time: 1452.19 ms [2022-01-07 17:55:53 main:574] : INFO : Epoch 1899 | loss: 0.03101 | val_loss: 0.031303 | Time: 1450.9 ms [2022-01-07 17:55:55 main:574] : INFO : Epoch 1900 | loss: 0.0310122 | val_loss: 0.0313135 | Time: 1470.05 ms [2022-01-07 17:55:56 main:574] : INFO : Epoch 1901 | loss: 0.0310108 | val_loss: 0.0313307 | Time: 1455.71 ms [2022-01-07 17:55:58 main:574] : INFO : Epoch 1902 | loss: 0.0310058 | val_loss: 0.0313206 | Time: 1443.41 ms [2022-01-07 17:55:59 main:574] : INFO : Epoch 1903 | loss: 0.0310092 | val_loss: 0.0313515 | Time: 1449.69 ms [2022-01-07 17:56:01 main:574] : INFO : Epoch 1904 | loss: 0.0310068 | val_loss: 0.031333 | Time: 1513.7 ms [2022-01-07 17:56:02 main:574] : INFO : Epoch 1905 | loss: 0.0310103 | val_loss: 0.0313403 | Time: 1443.73 ms [2022-01-07 17:56:04 main:574] : INFO : Epoch 1906 | loss: 0.0310078 | val_loss: 0.0313417 | Time: 1442.67 ms [2022-01-07 17:56:05 main:574] : INFO : Epoch 1907 | loss: 0.0310112 | val_loss: 0.0313384 | Time: 1445.45 ms [2022-01-07 17:56:07 main:574] : INFO : Epoch 1908 | loss: 0.031014 | val_loss: 0.0313195 | Time: 1442.6 ms [2022-01-07 17:56:08 main:574] : INFO : Epoch 1909 | loss: 0.0310097 | val_loss: 0.0313242 | Time: 1450.58 ms [2022-01-07 17:56:10 main:574] : INFO : Epoch 1910 | loss: 0.0310057 | val_loss: 0.0313001 | Time: 1452.78 ms [2022-01-07 17:56:11 main:574] : INFO : Epoch 1911 | loss: 0.0310126 | val_loss: 0.0313409 | Time: 1432.09 ms [2022-01-07 17:56:13 main:574] : INFO : Epoch 1912 | loss: 0.0310091 | val_loss: 0.0312904 | Time: 1446.08 ms [2022-01-07 17:56:14 main:574] : INFO : Epoch 1913 | loss: 0.0310117 | val_loss: 0.0313124 | Time: 1469.35 ms [2022-01-07 17:56:16 main:574] : INFO : Epoch 1914 | loss: 0.0310114 | val_loss: 0.0313433 | Time: 1453.91 ms [2022-01-07 17:56:17 main:574] : INFO : Epoch 1915 | loss: 0.0310069 | val_loss: 0.0313199 | Time: 1443.98 ms [2022-01-07 17:56:19 main:574] : INFO : Epoch 1916 | loss: 0.0310173 | val_loss: 0.0313079 | Time: 1454.32 ms [2022-01-07 17:56:20 main:574] : INFO : Epoch 1917 | loss: 0.031013 | val_loss: 0.0313122 | Time: 1454.32 ms [2022-01-07 17:56:22 main:574] : INFO : Epoch 1918 | loss: 0.0310141 | val_loss: 0.0313359 | Time: 1450.67 ms [2022-01-07 17:56:23 main:574] : INFO : Epoch 1919 | loss: 0.0310061 | val_loss: 0.0313147 | Time: 1448.48 ms [2022-01-07 17:56:25 main:574] : INFO : Epoch 1920 | loss: 0.0310083 | val_loss: 0.0313447 | Time: 1450.59 ms [2022-01-07 17:56:26 main:574] : INFO : Epoch 1921 | loss: 0.0310136 | val_loss: 0.0313058 | Time: 1436.66 ms [2022-01-07 17:56:28 main:574] : INFO : Epoch 1922 | loss: 0.0310092 | val_loss: 0.0313146 | Time: 1452.04 ms [2022-01-07 17:56:29 main:574] : INFO : Epoch 1923 | loss: 0.0310101 | val_loss: 0.0313198 | Time: 1449.62 ms [2022-01-07 17:56:31 main:574] : INFO : Epoch 1924 | loss: 0.0310102 | val_loss: 0.0313255 | Time: 1461.07 ms [2022-01-07 17:56:32 main:574] : INFO : Epoch 1925 | loss: 0.0310063 | val_loss: 0.0313051 | Time: 1446.12 ms [2022-01-07 17:56:34 main:574] : INFO : Epoch 1926 | loss: 0.0310173 | val_loss: 0.0313016 | Time: 1456.34 ms [2022-01-07 17:56:35 main:574] : INFO : Epoch 1927 | loss: 0.0310141 | val_loss: 0.0312956 | Time: 1454.76 ms [2022-01-07 17:56:37 main:574] : INFO : Epoch 1928 | loss: 0.0310126 | val_loss: 0.031333 | Time: 1437.61 ms [2022-01-07 17:56:38 main:574] : INFO : Epoch 1929 | loss: 0.0310127 | val_loss: 0.0313279 | Time: 1457.39 ms [2022-01-07 17:56:40 main:574] : INFO : Epoch 1930 | loss: 0.0310065 | val_loss: 0.0313148 | Time: 1456.65 ms [2022-01-07 17:56:41 main:574] : INFO : Epoch 1931 | loss: 0.0310051 | val_loss: 0.0313118 | Time: 1448.55 ms [2022-01-07 17:56:43 main:574] : INFO : Epoch 1932 | loss: 0.0310055 | val_loss: 0.031314 | Time: 1447.3 ms [2022-01-07 17:56:44 main:574] : INFO : Epoch 1933 | loss: 0.0310051 | val_loss: 0.0313472 | Time: 1464.41 ms [2022-01-07 17:56:46 main:574] : INFO : Epoch 1934 | loss: 0.0310067 | val_loss: 0.0312931 | Time: 1451.61 ms [2022-01-07 17:56:47 main:574] : INFO : Epoch 1935 | loss: 0.0310091 | val_loss: 0.031322 | Time: 1430.97 ms [2022-01-07 17:56:49 main:574] : INFO : Epoch 1936 | loss: 0.0310065 | val_loss: 0.0313417 | Time: 1444.54 ms [2022-01-07 17:56:50 main:574] : INFO : Epoch 1937 | loss: 0.0310142 | val_loss: 0.031346 | Time: 1444.56 ms [2022-01-07 17:56:52 main:574] : INFO : Epoch 1938 | loss: 0.0310094 | val_loss: 0.0313149 | Time: 1444.66 ms [2022-01-07 17:56:53 main:574] : INFO : Epoch 1939 | loss: 0.031019 | val_loss: 0.0312963 | Time: 1443.99 ms [2022-01-07 17:56:55 main:574] : INFO : Epoch 1940 | loss: 0.0310144 | val_loss: 0.0313201 | Time: 1449.67 ms [2022-01-07 17:56:56 main:574] : INFO : Epoch 1941 | loss: 0.0310028 | val_loss: 0.03132 | Time: 1435.89 ms [2022-01-07 17:56:58 main:574] : INFO : Epoch 1942 | loss: 0.0310032 | val_loss: 0.0313419 | Time: 1455.66 ms [2022-01-07 17:56:59 main:574] : INFO : Epoch 1943 | loss: 0.0310064 | val_loss: 0.0313028 | Time: 1438.07 ms [2022-01-07 17:57:01 main:574] : INFO : Epoch 1944 | loss: 0.0310114 | val_loss: 0.031367 | Time: 1458.81 ms [2022-01-07 17:57:02 main:574] : INFO : Epoch 1945 | loss: 0.0310065 | val_loss: 0.0313221 | Time: 1457.47 ms [2022-01-07 17:57:04 main:574] : INFO : Epoch 1946 | loss: 0.0310066 | val_loss: 0.0313491 | Time: 1453.31 ms [2022-01-07 17:57:05 main:574] : INFO : Epoch 1947 | loss: 0.0310051 | val_loss: 0.0313351 | Time: 1455.26 ms [2022-01-07 17:57:07 main:574] : INFO : Epoch 1948 | loss: 0.0310045 | val_loss: 0.0313474 | Time: 1443.12 ms [2022-01-07 17:57:08 main:574] : INFO : Epoch 1949 | loss: 0.0310089 | val_loss: 0.031327 | Time: 1443.1 ms [2022-01-07 17:57:10 main:574] : INFO : Epoch 1950 | loss: 0.0310165 | val_loss: 0.0313259 | Time: 1445.57 ms [2022-01-07 17:57:11 main:574] : INFO : Epoch 1951 | loss: 0.0310113 | val_loss: 0.0313289 | Time: 1450.03 ms [2022-01-07 17:57:13 main:574] : INFO : Epoch 1952 | loss: 0.0310004 | val_loss: 0.031327 | Time: 1529.16 ms [2022-01-07 17:57:14 main:574] : INFO : Epoch 1953 | loss: 0.0310166 | val_loss: 0.031332 | Time: 1457.41 ms [2022-01-07 17:57:16 main:574] : INFO : Epoch 1954 | loss: 0.0310131 | val_loss: 0.0313246 | Time: 1449.98 ms [2022-01-07 17:57:17 main:574] : INFO : Epoch 1955 | loss: 0.0310119 | val_loss: 0.0313287 | Time: 1454.9 ms [2022-01-07 17:57:19 main:574] : INFO : Epoch 1956 | loss: 0.031012 | val_loss: 0.0313236 | Time: 1466.83 ms [2022-01-07 17:57:20 main:574] : INFO : Epoch 1957 | loss: 0.0310102 | val_loss: 0.0312811 | Time: 1458.27 ms [2022-01-07 17:57:22 main:574] : INFO : Epoch 1958 | loss: 0.0310154 | val_loss: 0.0313474 | Time: 1532.78 ms [2022-01-07 17:57:24 main:574] : INFO : Epoch 1959 | loss: 0.0310072 | val_loss: 0.0313461 | Time: 1446.63 ms [2022-01-07 17:57:25 main:574] : INFO : Epoch 1960 | loss: 0.0310073 | val_loss: 0.031317 | Time: 1510.4 ms [2022-01-07 17:57:27 main:574] : INFO : Epoch 1961 | loss: 0.0310075 | val_loss: 0.0313346 | Time: 1435.12 ms [2022-01-07 17:57:28 main:574] : INFO : Epoch 1962 | loss: 0.0310101 | val_loss: 0.0313168 | Time: 1435.45 ms [2022-01-07 17:57:30 main:574] : INFO : Epoch 1963 | loss: 0.0310119 | val_loss: 0.0313355 | Time: 1443.24 ms [2022-01-07 17:57:31 main:574] : INFO : Epoch 1964 | loss: 0.0310099 | val_loss: 0.0313278 | Time: 1453.51 ms [2022-01-07 17:57:33 main:574] : INFO : Epoch 1965 | loss: 0.0310119 | val_loss: 0.0313049 | Time: 1441.93 ms [2022-01-07 17:57:34 main:574] : INFO : Epoch 1966 | loss: 0.0310173 | val_loss: 0.0313265 | Time: 1448.8 ms [2022-01-07 17:57:36 main:574] : INFO : Epoch 1967 | loss: 0.0310105 | val_loss: 0.0313081 | Time: 1458.75 ms [2022-01-07 17:57:37 main:574] : INFO : Epoch 1968 | loss: 0.0310073 | val_loss: 0.0313256 | Time: 1443.62 ms [2022-01-07 17:57:39 main:574] : INFO : Epoch 1969 | loss: 0.0310406 | val_loss: 0.0312935 | Time: 1438.32 ms [2022-01-07 17:57:40 main:574] : INFO : Epoch 1970 | loss: 0.0310176 | val_loss: 0.0313554 | Time: 1499.24 ms [2022-01-07 17:57:42 main:574] : INFO : Epoch 1971 | loss: 0.0310065 | val_loss: 0.0313213 | Time: 1461.77 ms [2022-01-07 17:57:43 main:574] : INFO : Epoch 1972 | loss: 0.0310099 | val_loss: 0.0313088 | Time: 1446.95 ms [2022-01-07 17:57:45 main:574] : INFO : Epoch 1973 | loss: 0.0310054 | val_loss: 0.0313266 | Time: 1466.79 ms [2022-01-07 17:57:46 main:574] : INFO : Epoch 1974 | loss: 0.031006 | val_loss: 0.0313282 | Time: 1448.73 ms [2022-01-07 17:57:48 main:574] : INFO : Epoch 1975 | loss: 0.0310106 | val_loss: 0.0313216 | Time: 1450.13 ms [2022-01-07 17:57:49 main:574] : INFO : Epoch 1976 | loss: 0.0310097 | val_loss: 0.0313273 | Time: 1443.47 ms [2022-01-07 17:57:51 main:574] : INFO : Epoch 1977 | loss: 0.0310017 | val_loss: 0.031319 | Time: 1469.58 ms [2022-01-07 17:57:52 main:574] : INFO : Epoch 1978 | loss: 0.0310045 | val_loss: 0.0313196 | Time: 1451.8 ms [2022-01-07 17:57:54 main:574] : INFO : Epoch 1979 | loss: 0.0310067 | val_loss: 0.031334 | Time: 1444.87 ms [2022-01-07 17:57:55 main:574] : INFO : Epoch 1980 | loss: 0.0310148 | val_loss: 0.0313398 | Time: 1455.12 ms [2022-01-07 17:57:57 main:574] : INFO : Epoch 1981 | loss: 0.0310077 | val_loss: 0.0313454 | Time: 1433.46 ms [2022-01-07 17:57:58 main:574] : INFO : Epoch 1982 | loss: 0.0310062 | val_loss: 0.0313172 | Time: 1477.97 ms [2022-01-07 17:58:00 main:574] : INFO : Epoch 1983 | loss: 0.0310076 | val_loss: 0.031326 | Time: 1514.87 ms [2022-01-07 17:58:01 main:574] : INFO : Epoch 1984 | loss: 0.0310113 | val_loss: 0.0313415 | Time: 1524.76 ms [2022-01-07 17:58:03 main:574] : INFO : Epoch 1985 | loss: 0.0310073 | val_loss: 0.0313514 | Time: 1446.92 ms [2022-01-07 17:58:04 main:574] : INFO : Epoch 1986 | loss: 0.0310061 | val_loss: 0.0313194 | Time: 1456.34 ms [2022-01-07 17:58:06 main:574] : INFO : Epoch 1987 | loss: 0.0310065 | val_loss: 0.0313155 | Time: 1473.91 ms [2022-01-07 17:58:07 main:574] : INFO : Epoch 1988 | loss: 0.0310082 | val_loss: 0.0313281 | Time: 1437 ms [2022-01-07 17:58:09 main:574] : INFO : Epoch 1989 | loss: 0.0310025 | val_loss: 0.0313337 | Time: 1443.25 ms [2022-01-07 17:58:10 main:574] : INFO : Epoch 1990 | loss: 0.0310046 | val_loss: 0.031285 | Time: 1447.21 ms [2022-01-07 17:58:12 main:574] : INFO : Epoch 1991 | loss: 0.0310034 | val_loss: 0.0313579 | Time: 1441.74 ms [2022-01-07 17:58:13 main:574] : INFO : Epoch 1992 | loss: 0.0310003 | val_loss: 0.0313232 | Time: 1452.85 ms [2022-01-07 17:58:15 main:574] : INFO : Epoch 1993 | loss: 0.0310099 | val_loss: 0.0312943 | Time: 1465.61 ms [2022-01-07 17:58:16 main:574] : INFO : Epoch 1994 | loss: 0.0310055 | val_loss: 0.0313323 | Time: 1446.22 ms [2022-01-07 17:58:18 main:574] : INFO : Epoch 1995 | loss: 0.0310036 | val_loss: 0.0313565 | Time: 1452.64 ms [2022-01-07 17:58:19 main:574] : INFO : Epoch 1996 | loss: 0.0310071 | val_loss: 0.0313182 | Time: 1466.61 ms [2022-01-07 17:58:21 main:574] : INFO : Epoch 1997 | loss: 0.0310114 | val_loss: 0.031339 | Time: 1449.73 ms [2022-01-07 17:58:22 main:574] : INFO : Epoch 1998 | loss: 0.0310114 | val_loss: 0.0313509 | Time: 1449.94 ms [2022-01-07 17:58:24 main:574] : INFO : Epoch 1999 | loss: 0.0310057 | val_loss: 0.0313281 | Time: 1452.88 ms [2022-01-07 17:58:25 main:574] : INFO : Epoch 2000 | loss: 0.0310166 | val_loss: 0.0313242 | Time: 1469.89 ms [2022-01-07 17:58:27 main:574] : INFO : Epoch 2001 | loss: 0.0310187 | val_loss: 0.0313078 | Time: 1440.06 ms [2022-01-07 17:58:28 main:574] : INFO : Epoch 2002 | loss: 0.0310053 | val_loss: 0.0313495 | Time: 1446.65 ms [2022-01-07 17:58:30 main:574] : INFO : Epoch 2003 | loss: 0.0310064 | val_loss: 0.031329 | Time: 1459.88 ms [2022-01-07 17:58:31 main:574] : INFO : Epoch 2004 | loss: 0.0310028 | val_loss: 0.0313717 | Time: 1441.28 ms [2022-01-07 17:58:33 main:574] : INFO : Epoch 2005 | loss: 0.0310035 | val_loss: 0.0313166 | Time: 1448.63 ms [2022-01-07 17:58:34 main:574] : INFO : Epoch 2006 | loss: 0.0310161 | val_loss: 0.0313515 | Time: 1449.27 ms [2022-01-07 17:58:36 main:574] : INFO : Epoch 2007 | loss: 0.0310128 | val_loss: 0.0313212 | Time: 1466.84 ms [2022-01-07 17:58:37 main:574] : INFO : Epoch 2008 | loss: 0.0310139 | val_loss: 0.0313086 | Time: 1444.66 ms [2022-01-07 17:58:39 main:574] : INFO : Epoch 2009 | loss: 0.0310156 | val_loss: 0.0313408 | Time: 1435.9 ms [2022-01-07 17:58:40 main:574] : INFO : Epoch 2010 | loss: 0.0310089 | val_loss: 0.0313241 | Time: 1452.1 ms [2022-01-07 17:58:42 main:574] : INFO : Epoch 2011 | loss: 0.0310055 | val_loss: 0.0313352 | Time: 1445.17 ms [2022-01-07 17:58:43 main:574] : INFO : Epoch 2012 | loss: 0.0310081 | val_loss: 0.0313154 | Time: 1434.72 ms [2022-01-07 17:58:45 main:574] : INFO : Epoch 2013 | loss: 0.0310116 | val_loss: 0.0313374 | Time: 1453.05 ms [2022-01-07 17:58:46 main:574] : INFO : Epoch 2014 | loss: 0.031006 | val_loss: 0.0313162 | Time: 1437.16 ms [2022-01-07 17:58:48 main:574] : INFO : Epoch 2015 | loss: 0.0310089 | val_loss: 0.0313219 | Time: 1446.64 ms [2022-01-07 17:58:49 main:574] : INFO : Epoch 2016 | loss: 0.0310141 | val_loss: 0.031316 | Time: 1468.27 ms [2022-01-07 17:58:51 main:574] : INFO : Epoch 2017 | loss: 0.0310167 | val_loss: 0.0313631 | Time: 1434.86 ms [2022-01-07 17:58:52 main:574] : INFO : Epoch 2018 | loss: 0.031014 | val_loss: 0.0313125 | Time: 1454.83 ms [2022-01-07 17:58:54 main:574] : INFO : Epoch 2019 | loss: 0.031013 | val_loss: 0.0313001 | Time: 1445.76 ms [2022-01-07 17:58:55 main:574] : INFO : Epoch 2020 | loss: 0.0310111 | val_loss: 0.0313544 | Time: 1454.98 ms [2022-01-07 17:58:57 main:574] : INFO : Epoch 2021 | loss: 0.0310091 | val_loss: 0.0313164 | Time: 1428.25 ms [2022-01-07 17:58:58 main:574] : INFO : Epoch 2022 | loss: 0.0310176 | val_loss: 0.0313074 | Time: 1440.44 ms [2022-01-07 17:59:00 main:574] : INFO : Epoch 2023 | loss: 0.0310154 | val_loss: 0.0312933 | Time: 1452.47 ms [2022-01-07 17:59:01 main:574] : INFO : Epoch 2024 | loss: 0.0310111 | val_loss: 0.0313203 | Time: 1431.78 ms [2022-01-07 17:59:03 main:574] : INFO : Epoch 2025 | loss: 0.0310071 | val_loss: 0.0313 | Time: 1442.56 ms [2022-01-07 17:59:04 main:574] : INFO : Epoch 2026 | loss: 0.0310111 | val_loss: 0.0313602 | Time: 1451.51 ms [2022-01-07 17:59:06 main:574] : INFO : Epoch 2027 | loss: 0.0310092 | val_loss: 0.0313324 | Time: 1458 ms [2022-01-07 17:59:07 main:574] : INFO : Epoch 2028 | loss: 0.0310084 | val_loss: 0.0313269 | Time: 1461.67 ms [2022-01-07 17:59:09 main:574] : INFO : Epoch 2029 | loss: 0.0310096 | val_loss: 0.0313378 | Time: 1440.59 ms [2022-01-07 17:59:10 main:574] : INFO : Epoch 2030 | loss: 0.0310089 | val_loss: 0.0313164 | Time: 1450.68 ms [2022-01-07 17:59:12 main:574] : INFO : Epoch 2031 | loss: 0.0310102 | val_loss: 0.0312949 | Time: 1449.98 ms [2022-01-07 17:59:13 main:574] : INFO : Epoch 2032 | loss: 0.0310087 | val_loss: 0.0313165 | Time: 1443.83 ms [2022-01-07 17:59:15 main:574] : INFO : Epoch 2033 | loss: 0.0310013 | val_loss: 0.0313363 | Time: 1461.12 ms [2022-01-07 17:59:16 main:574] : INFO : Epoch 2034 | loss: 0.0310029 | val_loss: 0.0313501 | Time: 1443.08 ms [2022-01-07 17:59:18 main:574] : INFO : Epoch 2035 | loss: 0.0310127 | val_loss: 0.0313292 | Time: 1445.09 ms [2022-01-07 17:59:19 main:574] : INFO : Epoch 2036 | loss: 0.0310144 | val_loss: 0.0313365 | Time: 1463.48 ms [2022-01-07 17:59:21 main:574] : INFO : Epoch 2037 | loss: 0.0310199 | val_loss: 0.0313637 | Time: 1463.5 ms [2022-01-07 17:59:22 main:574] : INFO : Epoch 2038 | loss: 0.031007 | val_loss: 0.0313168 | Time: 1443.35 ms [2022-01-07 17:59:24 main:574] : INFO : Epoch 2039 | loss: 0.0310049 | val_loss: 0.0313243 | Time: 1449.78 ms [2022-01-07 17:59:25 main:574] : INFO : Epoch 2040 | loss: 0.0310054 | val_loss: 0.0313461 | Time: 1448.34 ms [2022-01-07 17:59:27 main:574] : INFO : Epoch 2041 | loss: 0.0310076 | val_loss: 0.0313194 | Time: 1446.31 ms [2022-01-07 17:59:28 main:574] : INFO : Epoch 2042 | loss: 0.0310077 | val_loss: 0.0313513 | Time: 1450.24 ms [2022-01-07 17:59:30 main:574] : INFO : Epoch 2043 | loss: 0.0310108 | val_loss: 0.0313204 | Time: 1526.39 ms [2022-01-07 17:59:31 main:574] : INFO : Epoch 2044 | loss: 0.0309985 | val_loss: 0.0313189 | Time: 1443.5 ms [2022-01-07 17:59:33 main:574] : INFO : Epoch 2045 | loss: 0.0310106 | val_loss: 0.0313141 | Time: 1480.34 ms [2022-01-07 17:59:35 main:574] : INFO : Epoch 2046 | loss: 0.0310134 | val_loss: 0.0313372 | Time: 1578.57 ms [2022-01-07 17:59:36 main:574] : INFO : Epoch 2047 | loss: 0.0310062 | val_loss: 0.031309 | Time: 1448.6 ms [2022-01-07 17:59:38 main:574] : INFO : Epoch 2048 | loss: 0.0309998 | val_loss: 0.0313255 | Time: 1448.17 ms [2022-01-07 17:59:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313255 [2022-01-07 17:59:38 main:603] : INFO : Saving end state to config to file [2022-01-07 17:59:38 main:608] : INFO : Success, exiting.. 17:59:38 (28404): 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)