Task 10825642
| Name | ParityModified-1638636975-6666-3-0_0 |
| Workunit | 8135045 |
| Created | 16 Jan 2022, 17:38:20 UTC |
| Sent | 4 Feb 2022, 10:13:02 UTC |
| Report deadline | 12 Feb 2022, 10:13:02 UTC |
| Received | 6 Feb 2022, 8:54:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18832 |
| Run time | 54 min 35 sec |
| CPU time | 53 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,567.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311211 | val_loss: 0.0311472 | Time: 1709.01 ms [2022-02-06 16:40:08 main:574] : INFO : Epoch 1543 | loss: 0.0311234 | val_loss: 0.0311483 | Time: 1666.82 ms [2022-02-06 16:40:10 main:574] : INFO : Epoch 1544 | loss: 0.0311233 | val_loss: 0.0311515 | Time: 1342.24 ms [2022-02-06 16:40:11 main:574] : INFO : Epoch 1545 | loss: 0.0311218 | val_loss: 0.0311426 | Time: 1709.73 ms [2022-02-06 16:40:13 main:574] : INFO : Epoch 1546 | loss: 0.0311222 | val_loss: 0.0311442 | Time: 1721.34 ms [2022-02-06 16:40:14 main:574] : INFO : Epoch 1547 | loss: 0.0311206 | val_loss: 0.0311443 | Time: 1251.72 ms [2022-02-06 16:40:16 main:574] : INFO : Epoch 1548 | loss: 0.0311192 | val_loss: 0.0311451 | Time: 1746.63 ms [2022-02-06 16:40:18 main:574] : INFO : Epoch 1549 | loss: 0.0311184 | val_loss: 0.0311421 | Time: 1725.09 ms [2022-02-06 16:40:19 main:574] : INFO : Epoch 1550 | loss: 0.0311164 | val_loss: 0.0311422 | Time: 1285.15 ms [2022-02-06 16:40:21 main:574] : INFO : Epoch 1551 | loss: 0.031116 | val_loss: 0.0311434 | Time: 1672.56 ms [2022-02-06 16:40:22 main:574] : INFO : Epoch 1552 | loss: 0.0311148 | val_loss: 0.031146 | Time: 1763.22 ms [2022-02-06 16:40:24 main:574] : INFO : Epoch 1553 | loss: 0.031115 | val_loss: 0.0311454 | Time: 1389.93 ms [2022-02-06 16:40:25 main:574] : INFO : Epoch 1554 | loss: 0.0311156 | val_loss: 0.0311424 | Time: 1622.26 ms [2022-02-06 16:40:27 main:574] : INFO : Epoch 1555 | loss: 0.0311176 | val_loss: 0.0311412 | Time: 1752.71 ms [2022-02-06 16:40:29 main:574] : INFO : Epoch 1556 | loss: 0.0311175 | val_loss: 0.0311408 | Time: 1460.49 ms [2022-02-06 16:40:30 main:574] : INFO : Epoch 1557 | loss: 0.0311178 | val_loss: 0.0311441 | Time: 1531.33 ms [2022-02-06 16:40:32 main:574] : INFO : Epoch 1558 | loss: 0.0311175 | val_loss: 0.0311449 | Time: 1745.36 ms [2022-02-06 16:40:34 main:574] : INFO : Epoch 1559 | loss: 0.0311194 | val_loss: 0.0311457 | Time: 1554.79 ms [2022-02-06 16:40:35 main:574] : INFO : Epoch 1560 | loss: 0.0311186 | val_loss: 0.0311422 | Time: 1424.37 ms [2022-02-06 16:40:37 main:574] : INFO : Epoch 1561 | loss: 0.0311197 | val_loss: 0.0311446 | Time: 1729.92 ms [2022-02-06 16:40:38 main:574] : INFO : Epoch 1562 | loss: 0.0311198 | val_loss: 0.0311494 | Time: 1662.19 ms [2022-02-06 16:40:40 main:574] : INFO : Epoch 1563 | loss: 0.0311191 | val_loss: 0.0311465 | Time: 1334.55 ms [2022-02-06 16:40:41 main:574] : INFO : Epoch 1564 | loss: 0.0311192 | val_loss: 0.031147 | Time: 1736.46 ms [2022-02-06 16:40:43 main:574] : INFO : Epoch 1565 | loss: 0.0311199 | val_loss: 0.0311463 | Time: 1754.27 ms [2022-02-06 16:40:44 main:574] : INFO : Epoch 1566 | loss: 0.0311209 | val_loss: 0.0311465 | Time: 1249.88 ms [2022-02-06 16:40:46 main:574] : INFO : Epoch 1567 | loss: 0.0311171 | val_loss: 0.0311451 | Time: 1728.88 ms [2022-02-06 16:40:48 main:574] : INFO : Epoch 1568 | loss: 0.031117 | val_loss: 0.0311461 | Time: 1763.82 ms [2022-02-06 16:40:49 main:574] : INFO : Epoch 1569 | loss: 0.031114 | val_loss: 0.0311463 | Time: 1261.26 ms [2022-02-06 16:40:51 main:574] : INFO : Epoch 1570 | loss: 0.0311135 | val_loss: 0.031146 | Time: 1729.63 ms [2022-02-06 16:40:53 main:574] : INFO : Epoch 1571 | loss: 0.0311148 | val_loss: 0.0311512 | Time: 1720.18 ms [2022-02-06 16:40:54 main:574] : INFO : Epoch 1572 | loss: 0.0311139 | val_loss: 0.0311486 | Time: 1363.54 ms [2022-02-06 16:40:56 main:574] : INFO : Epoch 1573 | loss: 0.0311135 | val_loss: 0.0311472 | Time: 1645.25 ms [2022-02-06 16:40:57 main:574] : INFO : Epoch 1574 | loss: 0.0311131 | val_loss: 0.0311476 | Time: 1715.46 ms [2022-02-06 16:40:59 main:574] : INFO : Epoch 1575 | loss: 0.0311113 | val_loss: 0.0311477 | Time: 1441.41 ms [2022-02-06 16:41:00 main:574] : INFO : Epoch 1576 | loss: 0.0311175 | val_loss: 0.0311535 | Time: 1533.2 ms [2022-02-06 16:41:02 main:574] : INFO : Epoch 1577 | loss: 0.0311234 | val_loss: 0.031149 | Time: 1730.51 ms [2022-02-06 16:41:04 main:574] : INFO : Epoch 1578 | loss: 0.0311205 | val_loss: 0.031154 | Time: 1542.07 ms [2022-02-06 16:41:05 main:574] : INFO : Epoch 1579 | loss: 0.0311196 | val_loss: 0.0311538 | Time: 1456.86 ms [2022-02-06 16:41:07 main:574] : INFO : Epoch 1580 | loss: 0.0311213 | val_loss: 0.0311585 | Time: 1715.21 ms [2022-02-06 16:41:08 main:574] : INFO : Epoch 1581 | loss: 0.0311231 | val_loss: 0.0311562 | Time: 1643.62 ms [2022-02-06 16:41:10 main:574] : INFO : Epoch 1582 | loss: 0.0311208 | val_loss: 0.0311514 | Time: 1360.95 ms [2022-02-06 16:41:12 main:574] : INFO : Epoch 1583 | loss: 0.0311172 | val_loss: 0.0311486 | Time: 1737.29 ms [2022-02-06 16:41:13 main:574] : INFO : Epoch 1584 | loss: 0.0311181 | val_loss: 0.031151 | Time: 1733.02 ms [2022-02-06 16:41:15 main:574] : INFO : Epoch 1585 | loss: 0.0311188 | val_loss: 0.0311507 | Time: 1282.21 ms [2022-02-06 16:41:16 main:574] : INFO : Epoch 1586 | loss: 0.0311179 | val_loss: 0.0311505 | Time: 1745.94 ms [2022-02-06 16:41:18 main:574] : INFO : Epoch 1587 | loss: 0.0311185 | val_loss: 0.0311577 | Time: 1743.57 ms [2022-02-06 16:41:19 main:574] : INFO : Epoch 1588 | loss: 0.0311185 | val_loss: 0.0311497 | Time: 1231.8 ms [2022-02-06 16:41:21 main:574] : INFO : Epoch 1589 | loss: 0.0311166 | val_loss: 0.0311516 | Time: 1732.58 ms [2022-02-06 16:41:23 main:574] : INFO : Epoch 1590 | loss: 0.0311131 | val_loss: 0.0311482 | Time: 1719.89 ms [2022-02-06 16:41:24 main:574] : INFO : Epoch 1591 | loss: 0.031116 | val_loss: 0.0311488 | Time: 1347.21 ms [2022-02-06 16:41:26 main:574] : INFO : Epoch 1592 | loss: 0.0311191 | val_loss: 0.031147 | Time: 1667.38 ms [2022-02-06 16:41:27 main:574] : INFO : Epoch 1593 | loss: 0.0311202 | val_loss: 0.0311496 | Time: 1729.89 ms [2022-02-06 16:41:29 main:574] : INFO : Epoch 1594 | loss: 0.0311174 | val_loss: 0.0311478 | Time: 1418.86 ms [2022-02-06 16:41:30 main:574] : INFO : Epoch 1595 | loss: 0.0311167 | val_loss: 0.031149 | Time: 1544.2 ms [2022-02-06 16:41:32 main:574] : INFO : Epoch 1596 | loss: 0.0311173 | val_loss: 0.0311505 | Time: 1723.65 ms [2022-02-06 16:41:34 main:574] : INFO : Epoch 1597 | loss: 0.0311152 | val_loss: 0.0311488 | Time: 1546.21 ms [2022-02-06 16:41:35 main:574] : INFO : Epoch 1598 | loss: 0.031116 | val_loss: 0.0311525 | Time: 1445.38 ms [2022-02-06 16:41:37 main:574] : INFO : Epoch 1599 | loss: 0.0311142 | val_loss: 0.0311512 | Time: 1733.29 ms [2022-02-06 16:41:39 main:574] : INFO : Epoch 1600 | loss: 0.0311136 | val_loss: 0.0311494 | Time: 1655.34 ms [2022-02-06 16:41:40 main:574] : INFO : Epoch 1601 | loss: 0.0311151 | val_loss: 0.0311547 | Time: 1337.51 ms [2022-02-06 16:41:42 main:574] : INFO : Epoch 1602 | loss: 0.0311144 | val_loss: 0.0311507 | Time: 1786.47 ms [2022-02-06 16:41:43 main:574] : INFO : Epoch 1603 | loss: 0.0311126 | val_loss: 0.0311464 | Time: 1733 ms [2022-02-06 16:41:45 main:574] : INFO : Epoch 1604 | loss: 0.0311129 | val_loss: 0.0311509 | Time: 1292.14 ms [2022-02-06 16:41:46 main:574] : INFO : Epoch 1605 | loss: 0.031112 | val_loss: 0.031155 | Time: 1716.29 ms [2022-02-06 16:41:48 main:574] : INFO : Epoch 1606 | loss: 0.031111 | val_loss: 0.0311507 | Time: 1733.08 ms [2022-02-06 16:41:49 main:574] : INFO : Epoch 1607 | loss: 0.0311102 | val_loss: 0.0311527 | Time: 1318.48 ms [2022-02-06 16:41:51 main:574] : INFO : Epoch 1608 | loss: 0.0311103 | val_loss: 0.0311544 | Time: 1719.98 ms [2022-02-06 16:41:53 main:574] : INFO : Epoch 1609 | loss: 0.0311112 | val_loss: 0.0311532 | Time: 1732.57 ms [2022-02-06 16:41:54 main:574] : INFO : Epoch 1610 | loss: 0.0311132 | val_loss: 0.0311517 | Time: 1290.62 ms [2022-02-06 16:41:56 main:574] : INFO : Epoch 1611 | loss: 0.031112 | val_loss: 0.0311539 | Time: 1681.52 ms [2022-02-06 16:41:58 main:574] : INFO : Epoch 1612 | loss: 0.0311103 | val_loss: 0.0311529 | Time: 1756.11 ms [2022-02-06 16:41:59 main:574] : INFO : Epoch 1613 | loss: 0.0311091 | val_loss: 0.0311519 | Time: 1404.52 ms [2022-02-06 16:42:01 main:574] : INFO : Epoch 1614 | loss: 0.031111 | val_loss: 0.031157 | Time: 1581.73 ms [2022-02-06 16:42:02 main:574] : INFO : Epoch 1615 | loss: 0.0311093 | val_loss: 0.03115 | Time: 1749.71 ms [2022-02-06 16:42:04 main:574] : INFO : Epoch 1616 | loss: 0.0311099 | val_loss: 0.0311509 | Time: 1491.03 ms [2022-02-06 16:42:05 main:574] : INFO : Epoch 1617 | loss: 0.0311082 | val_loss: 0.0311486 | Time: 1522.97 ms [2022-02-06 16:42:07 main:574] : INFO : Epoch 1618 | loss: 0.0311124 | val_loss: 0.0311556 | Time: 1728.36 ms [2022-02-06 16:42:09 main:574] : INFO : Epoch 1619 | loss: 0.0311119 | val_loss: 0.0311524 | Time: 1567.9 ms [2022-02-06 16:42:10 main:574] : INFO : Epoch 1620 | loss: 0.0311115 | val_loss: 0.031153 | Time: 1376.63 ms [2022-02-06 16:42:12 main:574] : INFO : Epoch 1621 | loss: 0.0311119 | val_loss: 0.0311482 | Time: 1736.07 ms [2022-02-06 16:42:14 main:574] : INFO : Epoch 1622 | loss: 0.0311154 | val_loss: 0.0311446 | Time: 1700.03 ms [2022-02-06 16:42:15 main:574] : INFO : Epoch 1623 | loss: 0.0311146 | val_loss: 0.0311553 | Time: 1294.59 ms [2022-02-06 16:42:17 main:574] : INFO : Epoch 1624 | loss: 0.0311142 | val_loss: 0.0311471 | Time: 1729.49 ms [2022-02-06 16:42:18 main:574] : INFO : Epoch 1625 | loss: 0.031112 | val_loss: 0.0311447 | Time: 1736.72 ms [2022-02-06 16:42:20 main:574] : INFO : Epoch 1626 | loss: 0.0311114 | val_loss: 0.031148 | Time: 1251.13 ms [2022-02-06 16:42:21 main:574] : INFO : Epoch 1627 | loss: 0.0311097 | val_loss: 0.0311515 | Time: 1735.11 ms [2022-02-06 16:42:23 main:574] : INFO : Epoch 1628 | loss: 0.0311105 | val_loss: 0.0311456 | Time: 1758.07 ms [2022-02-06 16:42:24 main:574] : INFO : Epoch 1629 | loss: 0.0311101 | val_loss: 0.0311451 | Time: 1301.14 ms [2022-02-06 16:42:26 main:574] : INFO : Epoch 1630 | loss: 0.0311094 | val_loss: 0.0311495 | Time: 1724.55 ms [2022-02-06 16:42:28 main:574] : INFO : Epoch 1631 | loss: 0.0311112 | val_loss: 0.0311482 | Time: 1749.32 ms [2022-02-06 16:42:29 main:574] : INFO : Epoch 1632 | loss: 0.0311107 | val_loss: 0.0311462 | Time: 1365.68 ms [2022-02-06 16:42:31 main:574] : INFO : Epoch 1633 | loss: 0.0311123 | val_loss: 0.0311463 | Time: 1606.43 ms [2022-02-06 16:42:33 main:574] : INFO : Epoch 1634 | loss: 0.031112 | val_loss: 0.0311432 | Time: 1721.4 ms [2022-02-06 16:42:34 main:574] : INFO : Epoch 1635 | loss: 0.0311106 | val_loss: 0.031144 | Time: 1482.72 ms [2022-02-06 16:42:35 main:574] : INFO : Epoch 1636 | loss: 0.0311088 | val_loss: 0.031145 | Time: 1465.83 ms [2022-02-06 16:42:37 main:574] : INFO : Epoch 1637 | loss: 0.0311073 | val_loss: 0.031143 | Time: 1716.71 ms [2022-02-06 16:42:39 main:574] : INFO : Epoch 1638 | loss: 0.0311081 | val_loss: 0.0311474 | Time: 1596.58 ms [2022-02-06 16:42:40 main:574] : INFO : Epoch 1639 | loss: 0.0311096 | val_loss: 0.0311444 | Time: 1409.67 ms [2022-02-06 16:42:42 main:574] : INFO : Epoch 1640 | loss: 0.0311082 | val_loss: 0.031146 | Time: 1752.91 ms [2022-02-06 16:42:44 main:574] : INFO : Epoch 1641 | loss: 0.0311092 | val_loss: 0.0311471 | Time: 1673.19 ms [2022-02-06 16:42:45 main:574] : INFO : Epoch 1642 | loss: 0.0311081 | val_loss: 0.0311469 | Time: 1286.07 ms [2022-02-06 16:42:47 main:574] : INFO : Epoch 1643 | loss: 0.0311067 | val_loss: 0.0311484 | Time: 1735.58 ms [2022-02-06 16:42:48 main:574] : INFO : Epoch 1644 | loss: 0.0311059 | val_loss: 0.0311478 | Time: 1710.76 ms [2022-02-06 16:42:50 main:574] : INFO : Epoch 1645 | loss: 0.0311055 | val_loss: 0.0311476 | Time: 1307.9 ms [2022-02-06 16:42:51 main:574] : INFO : Epoch 1646 | loss: 0.0311044 | val_loss: 0.0311469 | Time: 1721.49 ms [2022-02-06 16:42:53 main:574] : INFO : Epoch 1647 | loss: 0.0311042 | val_loss: 0.0311514 | Time: 1739.04 ms [2022-02-06 16:42:54 main:574] : INFO : Epoch 1648 | loss: 0.0311055 | val_loss: 0.0311485 | Time: 1306.53 ms [2022-02-06 16:42:56 main:574] : INFO : Epoch 1649 | loss: 0.0311048 | val_loss: 0.0311468 | Time: 1717.94 ms [2022-02-06 16:42:58 main:574] : INFO : Epoch 1650 | loss: 0.0311059 | val_loss: 0.0311473 | Time: 1753.02 ms [2022-02-06 16:42:59 main:574] : INFO : Epoch 1651 | loss: 0.0311112 | val_loss: 0.0311446 | Time: 1348.24 ms [2022-02-06 16:43:01 main:574] : INFO : Epoch 1652 | loss: 0.0311131 | val_loss: 0.0311465 | Time: 1628.76 ms [2022-02-06 16:43:03 main:574] : INFO : Epoch 1653 | loss: 0.0311098 | val_loss: 0.0311499 | Time: 1733.66 ms [2022-02-06 16:43:04 main:574] : INFO : Epoch 1654 | loss: 0.0311082 | val_loss: 0.0311468 | Time: 1472.61 ms [2022-02-06 16:43:06 main:574] : INFO : Epoch 1655 | loss: 0.0311087 | val_loss: 0.0311427 | Time: 1516.64 ms [2022-02-06 16:43:07 main:574] : INFO : Epoch 1656 | loss: 0.031108 | val_loss: 0.0311526 | Time: 1736.33 ms [2022-02-06 16:43:09 main:574] : INFO : Epoch 1657 | loss: 0.0311108 | val_loss: 0.0311439 | Time: 1570.39 ms [2022-02-06 16:43:10 main:574] : INFO : Epoch 1658 | loss: 0.0311051 | val_loss: 0.0311431 | Time: 1412.64 ms [2022-02-06 16:43:12 main:574] : INFO : Epoch 1659 | loss: 0.0311064 | val_loss: 0.0311438 | Time: 1726.72 ms [2022-02-06 16:43:14 main:574] : INFO : Epoch 1660 | loss: 0.0311084 | val_loss: 0.03115 | Time: 1687.08 ms [2022-02-06 16:43:15 main:574] : INFO : Epoch 1661 | loss: 0.0311124 | val_loss: 0.0311461 | Time: 1307.24 ms [2022-02-06 16:43:17 main:574] : INFO : Epoch 1662 | loss: 0.0311125 | val_loss: 0.031145 | Time: 1740.57 ms [2022-02-06 16:43:19 main:574] : INFO : Epoch 1663 | loss: 0.0311106 | val_loss: 0.0311431 | Time: 1737.28 ms [2022-02-06 16:43:20 main:574] : INFO : Epoch 1664 | loss: 0.0311104 | val_loss: 0.0311498 | Time: 1235.52 ms [2022-02-06 16:43:22 main:574] : INFO : Epoch 1665 | loss: 0.0311111 | val_loss: 0.0311428 | Time: 1714.93 ms [2022-02-06 16:43:23 main:574] : INFO : Epoch 1666 | loss: 0.0311068 | val_loss: 0.0311479 | Time: 1711.37 ms [2022-02-06 16:43:25 main:574] : INFO : Epoch 1667 | loss: 0.0311083 | val_loss: 0.0311535 | Time: 1318.36 ms [2022-02-06 16:43:26 main:574] : INFO : Epoch 1668 | loss: 0.0311087 | val_loss: 0.0311458 | Time: 1691.76 ms [2022-02-06 16:43:28 main:574] : INFO : Epoch 1669 | loss: 0.0311075 | val_loss: 0.0311444 | Time: 1722.52 ms [2022-02-06 16:43:29 main:574] : INFO : Epoch 1670 | loss: 0.0311104 | val_loss: 0.0311495 | Time: 1401.08 ms [2022-02-06 16:43:31 main:574] : INFO : Epoch 1671 | loss: 0.0311094 | val_loss: 0.0311444 | Time: 1613.05 ms [2022-02-06 16:43:33 main:574] : INFO : Epoch 1672 | loss: 0.0311082 | val_loss: 0.0311467 | Time: 1743.52 ms [2022-02-06 16:43:34 main:574] : INFO : Epoch 1673 | loss: 0.0311146 | val_loss: 0.0311429 | Time: 1477.26 ms [2022-02-06 16:43:36 main:574] : INFO : Epoch 1674 | loss: 0.0311199 | val_loss: 0.0311485 | Time: 1499.37 ms [2022-02-06 16:43:37 main:574] : INFO : Epoch 1675 | loss: 0.0311169 | val_loss: 0.0311415 | Time: 1720.01 ms [2022-02-06 16:43:39 main:574] : INFO : Epoch 1676 | loss: 0.0311133 | val_loss: 0.0311451 | Time: 1613.81 ms [2022-02-06 16:43:41 main:574] : INFO : Epoch 1677 | loss: 0.0311093 | val_loss: 0.0311448 | Time: 1429.25 ms [2022-02-06 16:43:42 main:574] : INFO : Epoch 1678 | loss: 0.0311084 | val_loss: 0.0311489 | Time: 1758.39 ms [2022-02-06 16:43:44 main:574] : INFO : Epoch 1679 | loss: 0.0311067 | val_loss: 0.0311466 | Time: 1649.7 ms [2022-02-06 16:43:45 main:574] : INFO : Epoch 1680 | loss: 0.031107 | val_loss: 0.0311458 | Time: 1342.54 ms [2022-02-06 16:43:47 main:574] : INFO : Epoch 1681 | loss: 0.0311037 | val_loss: 0.0311416 | Time: 1724.04 ms [2022-02-06 16:43:49 main:574] : INFO : Epoch 1682 | loss: 0.0311072 | val_loss: 0.031141 | Time: 1740.19 ms [2022-02-06 16:43:50 main:574] : INFO : Epoch 1683 | loss: 0.0311069 | val_loss: 0.0311446 | Time: 1258.2 ms [2022-02-06 16:43:52 main:574] : INFO : Epoch 1684 | loss: 0.0311099 | val_loss: 0.0311437 | Time: 1743.96 ms [2022-02-06 16:43:53 main:574] : INFO : Epoch 1685 | loss: 0.03111 | val_loss: 0.0311421 | Time: 1734.98 ms [2022-02-06 16:43:55 main:574] : INFO : Epoch 1686 | loss: 0.0311117 | val_loss: 0.0311434 | Time: 1300.65 ms [2022-02-06 16:43:57 main:574] : INFO : Epoch 1687 | loss: 0.0311123 | val_loss: 0.031144 | Time: 1724.72 ms [2022-02-06 16:43:58 main:574] : INFO : Epoch 1688 | loss: 0.0311116 | val_loss: 0.0311396 | Time: 1737.74 ms [2022-02-06 16:44:00 main:574] : INFO : Epoch 1689 | loss: 0.0311092 | val_loss: 0.0311422 | Time: 1337.51 ms [2022-02-06 16:44:01 main:574] : INFO : Epoch 1690 | loss: 0.0311074 | val_loss: 0.0311406 | Time: 1625.15 ms [2022-02-06 16:44:03 main:574] : INFO : Epoch 1691 | loss: 0.0311088 | val_loss: 0.031143 | Time: 1759.72 ms [2022-02-06 16:44:04 main:574] : INFO : Epoch 1692 | loss: 0.0311091 | val_loss: 0.0311379 | Time: 1443.33 ms [2022-02-06 16:44:06 main:574] : INFO : Epoch 1693 | loss: 0.0311078 | val_loss: 0.0311404 | Time: 1519.91 ms [2022-02-06 16:44:08 main:574] : INFO : Epoch 1694 | loss: 0.0311128 | val_loss: 0.0311457 | Time: 1734.53 ms [2022-02-06 16:44:09 main:574] : INFO : Epoch 1695 | loss: 0.0311302 | val_loss: 0.0311431 | Time: 1536.92 ms [2022-02-06 16:44:11 main:574] : INFO : Epoch 1696 | loss: 0.0311296 | val_loss: 0.031142 | Time: 1439.37 ms [2022-02-06 16:44:12 main:574] : INFO : Epoch 1697 | loss: 0.0311279 | val_loss: 0.0311496 | Time: 1721.45 ms [2022-02-06 16:44:14 main:574] : INFO : Epoch 1698 | loss: 0.0311324 | val_loss: 0.0311445 | Time: 1661.52 ms [2022-02-06 16:44:15 main:574] : INFO : Epoch 1699 | loss: 0.0311245 | val_loss: 0.0311438 | Time: 1324.81 ms [2022-02-06 16:44:17 main:574] : INFO : Epoch 1700 | loss: 0.0311209 | val_loss: 0.0311425 | Time: 1728.16 ms [2022-02-06 16:44:19 main:574] : INFO : Epoch 1701 | loss: 0.0311222 | val_loss: 0.0311472 | Time: 1739.34 ms [2022-02-06 16:44:20 main:574] : INFO : Epoch 1702 | loss: 0.0311215 | val_loss: 0.0311411 | Time: 1261.65 ms [2022-02-06 16:44:22 main:574] : INFO : Epoch 1703 | loss: 0.0311191 | val_loss: 0.0311417 | Time: 1736.36 ms [2022-02-06 16:44:24 main:574] : INFO : Epoch 1704 | loss: 0.0311195 | val_loss: 0.0311417 | Time: 1756.18 ms [2022-02-06 16:44:25 main:574] : INFO : Epoch 1705 | loss: 0.0311214 | val_loss: 0.0311464 | Time: 1252.55 ms [2022-02-06 16:44:27 main:574] : INFO : Epoch 1706 | loss: 0.0311208 | val_loss: 0.031143 | Time: 1709.75 ms [2022-02-06 16:44:28 main:574] : INFO : Epoch 1707 | loss: 0.0311192 | val_loss: 0.0311459 | Time: 1713.75 ms [2022-02-06 16:44:30 main:574] : INFO : Epoch 1708 | loss: 0.0311188 | val_loss: 0.0311472 | Time: 1387.33 ms [2022-02-06 16:44:31 main:574] : INFO : Epoch 1709 | loss: 0.0311192 | val_loss: 0.031145 | Time: 1614.55 ms [2022-02-06 16:44:33 main:574] : INFO : Epoch 1710 | loss: 0.031117 | val_loss: 0.031149 | Time: 1746.98 ms [2022-02-06 16:44:34 main:574] : INFO : Epoch 1711 | loss: 0.0311195 | val_loss: 0.0311503 | Time: 1465.38 ms [2022-02-06 16:44:36 main:574] : INFO : Epoch 1712 | loss: 0.0311176 | val_loss: 0.0311433 | Time: 1525.17 ms [2022-02-06 16:44:38 main:574] : INFO : Epoch 1713 | loss: 0.0311148 | val_loss: 0.0311443 | Time: 1723.8 ms [2022-02-06 16:44:39 main:574] : INFO : Epoch 1714 | loss: 0.0311139 | val_loss: 0.0311454 | Time: 1557.61 ms [2022-02-06 16:44:41 main:574] : INFO : Epoch 1715 | loss: 0.0311143 | val_loss: 0.0311444 | Time: 1422.21 ms [2022-02-06 16:44:42 main:574] : INFO : Epoch 1716 | loss: 0.0311139 | val_loss: 0.0311424 | Time: 1743.52 ms [2022-02-06 16:44:44 main:574] : INFO : Epoch 1717 | loss: 0.0311141 | val_loss: 0.0311427 | Time: 1655.38 ms [2022-02-06 16:44:45 main:574] : INFO : Epoch 1718 | loss: 0.0311135 | val_loss: 0.0311437 | Time: 1319.59 ms [2022-02-06 16:44:47 main:574] : INFO : Epoch 1719 | loss: 0.0311179 | val_loss: 0.0311529 | Time: 1734.77 ms [2022-02-06 16:44:49 main:574] : INFO : Epoch 1720 | loss: 0.0311277 | val_loss: 0.0311516 | Time: 1737.34 ms [2022-02-06 16:44:50 main:574] : INFO : Epoch 1721 | loss: 0.0311269 | val_loss: 0.0311502 | Time: 1270.37 ms [2022-02-06 16:44:52 main:574] : INFO : Epoch 1722 | loss: 0.0311247 | val_loss: 0.0311489 | Time: 1746.25 ms [2022-02-06 16:44:54 main:574] : INFO : Epoch 1723 | loss: 0.0311211 | val_loss: 0.0311471 | Time: 1711.08 ms [2022-02-06 16:44:55 main:574] : INFO : Epoch 1724 | loss: 0.0311211 | val_loss: 0.0311469 | Time: 1257.3 ms [2022-02-06 16:44:57 main:574] : INFO : Epoch 1725 | loss: 0.0311195 | val_loss: 0.0311443 | Time: 1705.74 ms [2022-02-06 16:44:58 main:574] : INFO : Epoch 1726 | loss: 0.0311197 | val_loss: 0.0311475 | Time: 1711.57 ms [2022-02-06 16:45:00 main:574] : INFO : Epoch 1727 | loss: 0.0311188 | val_loss: 0.0311488 | Time: 1380.04 ms [2022-02-06 16:45:01 main:574] : INFO : Epoch 1728 | loss: 0.0311188 | val_loss: 0.0311462 | Time: 1586.69 ms [2022-02-06 16:45:03 main:574] : INFO : Epoch 1729 | loss: 0.0311174 | val_loss: 0.0311456 | Time: 1737.82 ms [2022-02-06 16:45:05 main:574] : INFO : Epoch 1730 | loss: 0.0311197 | val_loss: 0.031149 | Time: 1485.41 ms [2022-02-06 16:45:06 main:574] : INFO : Epoch 1731 | loss: 0.031118 | val_loss: 0.0311434 | Time: 1511.42 ms [2022-02-06 16:45:08 main:574] : INFO : Epoch 1732 | loss: 0.0311167 | val_loss: 0.0311446 | Time: 1738.93 ms [2022-02-06 16:45:09 main:574] : INFO : Epoch 1733 | loss: 0.0311168 | val_loss: 0.0311457 | Time: 1564.45 ms [2022-02-06 16:45:11 main:574] : INFO : Epoch 1734 | loss: 0.031116 | val_loss: 0.0311431 | Time: 1402.82 ms [2022-02-06 16:45:13 main:574] : INFO : Epoch 1735 | loss: 0.031114 | val_loss: 0.0311444 | Time: 1739.4 ms [2022-02-06 16:45:14 main:574] : INFO : Epoch 1736 | loss: 0.0311134 | val_loss: 0.0311431 | Time: 1680.18 ms [2022-02-06 16:45:16 main:574] : INFO : Epoch 1737 | loss: 0.0311124 | val_loss: 0.0311459 | Time: 1340.34 ms [2022-02-06 16:45:17 main:574] : INFO : Epoch 1738 | loss: 0.0311131 | val_loss: 0.0311421 | Time: 1723.98 ms [2022-02-06 16:45:19 main:574] : INFO : Epoch 1739 | loss: 0.0311123 | val_loss: 0.0311451 | Time: 1735.77 ms [2022-02-06 16:45:20 main:574] : INFO : Epoch 1740 | loss: 0.0311134 | val_loss: 0.0311441 | Time: 1250.68 ms [2022-02-06 16:45:22 main:574] : INFO : Epoch 1741 | loss: 0.0311135 | val_loss: 0.0311414 | Time: 1718.16 ms [2022-02-06 16:45:24 main:574] : INFO : Epoch 1742 | loss: 0.0311135 | val_loss: 0.0311412 | Time: 1749.11 ms [2022-02-06 16:45:25 main:574] : INFO : Epoch 1743 | loss: 0.0311133 | val_loss: 0.0311409 | Time: 1268.46 ms [2022-02-06 16:45:27 main:574] : INFO : Epoch 1744 | loss: 0.031116 | val_loss: 0.0311404 | Time: 1688.67 ms [2022-02-06 16:45:28 main:574] : INFO : Epoch 1745 | loss: 0.0311136 | val_loss: 0.0311422 | Time: 1737.47 ms [2022-02-06 16:45:30 main:574] : INFO : Epoch 1746 | loss: 0.0311123 | val_loss: 0.0311403 | Time: 1381.45 ms [2022-02-06 16:45:31 main:574] : INFO : Epoch 1747 | loss: 0.0311157 | val_loss: 0.0311432 | Time: 1570.7 ms [2022-02-06 16:45:33 main:574] : INFO : Epoch 1748 | loss: 0.0311164 | val_loss: 0.0311436 | Time: 1732.62 ms [2022-02-06 16:45:35 main:574] : INFO : Epoch 1749 | loss: 0.0311142 | val_loss: 0.0311422 | Time: 1504.66 ms [2022-02-06 16:45:36 main:574] : INFO : Epoch 1750 | loss: 0.031118 | val_loss: 0.0311434 | Time: 1490.15 ms [2022-02-06 16:45:38 main:574] : INFO : Epoch 1751 | loss: 0.0311189 | val_loss: 0.0311436 | Time: 1729.45 ms [2022-02-06 16:45:39 main:574] : INFO : Epoch 1752 | loss: 0.031117 | val_loss: 0.0311454 | Time: 1602.61 ms [2022-02-06 16:45:41 main:574] : INFO : Epoch 1753 | loss: 0.0311174 | val_loss: 0.0311502 | Time: 1392.33 ms [2022-02-06 16:45:43 main:574] : INFO : Epoch 1754 | loss: 0.0311275 | val_loss: 0.0311504 | Time: 1729.95 ms [2022-02-06 16:45:44 main:574] : INFO : Epoch 1755 | loss: 0.0311305 | val_loss: 0.0311506 | Time: 1682.91 ms [2022-02-06 16:45:46 main:574] : INFO : Epoch 1756 | loss: 0.0311291 | val_loss: 0.0311494 | Time: 1284.94 ms [2022-02-06 16:45:47 main:574] : INFO : Epoch 1757 | loss: 0.031126 | val_loss: 0.0311525 | Time: 1738.96 ms [2022-02-06 16:45:49 main:574] : INFO : Epoch 1758 | loss: 0.0311224 | val_loss: 0.0311481 | Time: 1735.8 ms [2022-02-06 16:45:50 main:574] : INFO : Epoch 1759 | loss: 0.0311228 | val_loss: 0.0311489 | Time: 1263.96 ms [2022-02-06 16:45:52 main:574] : INFO : Epoch 1760 | loss: 0.0311227 | val_loss: 0.0311478 | Time: 1750.49 ms [2022-02-06 16:45:54 main:574] : INFO : Epoch 1761 | loss: 0.0311231 | val_loss: 0.031148 | Time: 1720.24 ms [2022-02-06 16:45:55 main:574] : INFO : Epoch 1762 | loss: 0.0311246 | val_loss: 0.0311474 | Time: 1315.59 ms [2022-02-06 16:45:57 main:574] : INFO : Epoch 1763 | loss: 0.0311218 | val_loss: 0.031145 | Time: 1711.63 ms [2022-02-06 16:45:59 main:574] : INFO : Epoch 1764 | loss: 0.0311204 | val_loss: 0.0311484 | Time: 1730.09 ms [2022-02-06 16:46:00 main:574] : INFO : Epoch 1765 | loss: 0.0311198 | val_loss: 0.0311408 | Time: 1394.71 ms [2022-02-06 16:46:02 main:574] : INFO : Epoch 1766 | loss: 0.031121 | val_loss: 0.031141 | Time: 1606.2 ms [2022-02-06 16:46:03 main:574] : INFO : Epoch 1767 | loss: 0.0311212 | val_loss: 0.0311428 | Time: 1730.55 ms [2022-02-06 16:46:05 main:574] : INFO : Epoch 1768 | loss: 0.0311188 | val_loss: 0.0311422 | Time: 1493.63 ms [2022-02-06 16:46:06 main:574] : INFO : Epoch 1769 | loss: 0.0311169 | val_loss: 0.0311455 | Time: 1525.92 ms [2022-02-06 16:46:08 main:574] : INFO : Epoch 1770 | loss: 0.0311159 | val_loss: 0.0311413 | Time: 1734.42 ms [2022-02-06 16:46:10 main:574] : INFO : Epoch 1771 | loss: 0.0311161 | val_loss: 0.0311416 | Time: 1593.16 ms [2022-02-06 16:46:11 main:574] : INFO : Epoch 1772 | loss: 0.031123 | val_loss: 0.0311429 | Time: 1453.33 ms [2022-02-06 16:46:13 main:574] : INFO : Epoch 1773 | loss: 0.0311258 | val_loss: 0.031141 | Time: 1720.38 ms [2022-02-06 16:46:14 main:574] : INFO : Epoch 1774 | loss: 0.0311246 | val_loss: 0.0311436 | Time: 1635.8 ms [2022-02-06 16:46:16 main:574] : INFO : Epoch 1775 | loss: 0.0311225 | val_loss: 0.031139 | Time: 1332.08 ms [2022-02-06 16:46:17 main:574] : INFO : Epoch 1776 | loss: 0.03112 | val_loss: 0.031141 | Time: 1739.3 ms [2022-02-06 16:46:19 main:574] : INFO : Epoch 1777 | loss: 0.0311224 | val_loss: 0.0311493 | Time: 1713.89 ms [2022-02-06 16:46:20 main:574] : INFO : Epoch 1778 | loss: 0.0311207 | val_loss: 0.031143 | Time: 1241.54 ms [2022-02-06 16:46:22 main:574] : INFO : Epoch 1779 | loss: 0.0311185 | val_loss: 0.0311465 | Time: 1742.81 ms [2022-02-06 16:46:24 main:574] : INFO : Epoch 1780 | loss: 0.0311221 | val_loss: 0.0311413 | Time: 1781.95 ms [2022-02-06 16:46:25 main:574] : INFO : Epoch 1781 | loss: 0.0311208 | val_loss: 0.031146 | Time: 1257.31 ms [2022-02-06 16:46:27 main:574] : INFO : Epoch 1782 | loss: 0.0311187 | val_loss: 0.0311435 | Time: 1709.86 ms [2022-02-06 16:46:29 main:574] : INFO : Epoch 1783 | loss: 0.0311206 | val_loss: 0.0311463 | Time: 1724.17 ms [2022-02-06 16:46:30 main:574] : INFO : Epoch 1784 | loss: 0.0311192 | val_loss: 0.0311468 | Time: 1353.9 ms [2022-02-06 16:46:32 main:574] : INFO : Epoch 1785 | loss: 0.0311191 | val_loss: 0.0311474 | Time: 1626.51 ms [2022-02-06 16:46:33 main:574] : INFO : Epoch 1786 | loss: 0.031118 | val_loss: 0.0311453 | Time: 1743.08 ms [2022-02-06 16:46:35 main:574] : INFO : Epoch 1787 | loss: 0.0311189 | val_loss: 0.0311427 | Time: 1469.65 ms [2022-02-06 16:46:36 main:574] : INFO : Epoch 1788 | loss: 0.0311188 | val_loss: 0.0311431 | Time: 1533.64 ms [2022-02-06 16:46:38 main:574] : INFO : Epoch 1789 | loss: 0.0311185 | val_loss: 0.0311411 | Time: 1727.04 ms [2022-02-06 16:46:40 main:574] : INFO : Epoch 1790 | loss: 0.0311186 | val_loss: 0.0311387 | Time: 1547.71 ms [2022-02-06 16:46:41 main:574] : INFO : Epoch 1791 | loss: 0.031121 | val_loss: 0.0311388 | Time: 1425.77 ms [2022-02-06 16:46:43 main:574] : INFO : Epoch 1792 | loss: 0.0311207 | val_loss: 0.0311407 | Time: 1722.92 ms [2022-02-06 16:46:45 main:574] : INFO : Epoch 1793 | loss: 0.0311211 | val_loss: 0.0311395 | Time: 1675.25 ms [2022-02-06 16:46:46 main:574] : INFO : Epoch 1794 | loss: 0.0311215 | val_loss: 0.0311474 | Time: 1357.57 ms [2022-02-06 16:46:48 main:574] : INFO : Epoch 1795 | loss: 0.0311168 | val_loss: 0.0311415 | Time: 1732.44 ms [2022-02-06 16:46:49 main:574] : INFO : Epoch 1796 | loss: 0.0311163 | val_loss: 0.0311381 | Time: 1741.07 ms [2022-02-06 16:46:51 main:574] : INFO : Epoch 1797 | loss: 0.0311143 | val_loss: 0.0311382 | Time: 1258.55 ms [2022-02-06 16:46:52 main:574] : INFO : Epoch 1798 | loss: 0.031114 | val_loss: 0.0311392 | Time: 1742.25 ms [2022-02-06 16:46:54 main:574] : INFO : Epoch 1799 | loss: 0.0311142 | val_loss: 0.0311441 | Time: 1730.05 ms [2022-02-06 16:46:55 main:574] : INFO : Epoch 1800 | loss: 0.0311154 | val_loss: 0.0311435 | Time: 1270.15 ms [2022-02-06 16:46:57 main:574] : INFO : Epoch 1801 | loss: 0.0311143 | val_loss: 0.0311484 | Time: 1726.79 ms [2022-02-06 16:46:59 main:574] : INFO : Epoch 1802 | loss: 0.0311168 | val_loss: 0.0311474 | Time: 1731.62 ms [2022-02-06 16:47:00 main:574] : INFO : Epoch 1803 | loss: 0.0311241 | val_loss: 0.0311524 | Time: 1348.22 ms [2022-02-06 16:47:02 main:574] : INFO : Epoch 1804 | loss: 0.0311252 | val_loss: 0.0311449 | Time: 1626.53 ms [2022-02-06 16:47:04 main:574] : INFO : Epoch 1805 | loss: 0.0311269 | val_loss: 0.0311424 | Time: 1721.37 ms [2022-02-06 16:47:05 main:574] : INFO : Epoch 1806 | loss: 0.031125 | val_loss: 0.0311448 | Time: 1447.93 ms [2022-02-06 16:47:07 main:574] : INFO : Epoch 1807 | loss: 0.0311248 | val_loss: 0.0311459 | Time: 1564.73 ms [2022-02-06 16:47:08 main:574] : INFO : Epoch 1808 | loss: 0.0311237 | val_loss: 0.0311464 | Time: 1713.55 ms [2022-02-06 16:47:10 main:574] : INFO : Epoch 1809 | loss: 0.0311219 | val_loss: 0.0311425 | Time: 1540.12 ms [2022-02-06 16:47:11 main:574] : INFO : Epoch 1810 | loss: 0.0311212 | val_loss: 0.0311436 | Time: 1438.58 ms [2022-02-06 16:47:13 main:574] : INFO : Epoch 1811 | loss: 0.0311182 | val_loss: 0.0311443 | Time: 1717.49 ms [2022-02-06 16:47:15 main:574] : INFO : Epoch 1812 | loss: 0.0311157 | val_loss: 0.0311422 | Time: 1675.08 ms [2022-02-06 16:47:16 main:574] : INFO : Epoch 1813 | loss: 0.0311156 | val_loss: 0.0311474 | Time: 1375.87 ms [2022-02-06 16:47:18 main:574] : INFO : Epoch 1814 | loss: 0.0311151 | val_loss: 0.0311419 | Time: 1723.94 ms [2022-02-06 16:47:19 main:574] : INFO : Epoch 1815 | loss: 0.0311136 | val_loss: 0.0311448 | Time: 1743.15 ms [2022-02-06 16:47:21 main:574] : INFO : Epoch 1816 | loss: 0.0311173 | val_loss: 0.0311445 | Time: 1261.5 ms [2022-02-06 16:47:22 main:574] : INFO : Epoch 1817 | loss: 0.0311171 | val_loss: 0.0311399 | Time: 1731.95 ms [2022-02-06 16:47:24 main:574] : INFO : Epoch 1818 | loss: 0.0311169 | val_loss: 0.0311378 | Time: 1724.9 ms [2022-02-06 16:47:25 main:574] : INFO : Epoch 1819 | loss: 0.0311155 | val_loss: 0.0311393 | Time: 1247.24 ms [2022-02-06 16:47:27 main:574] : INFO : Epoch 1820 | loss: 0.0311137 | val_loss: 0.0311403 | Time: 1748.01 ms [2022-02-06 16:47:29 main:574] : INFO : Epoch 1821 | loss: 0.0311121 | val_loss: 0.0311372 | Time: 1716.81 ms [2022-02-06 16:47:30 main:574] : INFO : Epoch 1822 | loss: 0.0311117 | val_loss: 0.0311383 | Time: 1333.46 ms [2022-02-06 16:47:32 main:574] : INFO : Epoch 1823 | loss: 0.0311158 | val_loss: 0.0311484 | Time: 1648.01 ms [2022-02-06 16:47:34 main:574] : INFO : Epoch 1824 | loss: 0.0311142 | val_loss: 0.0311429 | Time: 1744.5 ms [2022-02-06 16:47:35 main:574] : INFO : Epoch 1825 | loss: 0.0311136 | val_loss: 0.0311448 | Time: 1422.22 ms [2022-02-06 16:47:37 main:574] : INFO : Epoch 1826 | loss: 0.0311161 | val_loss: 0.0311442 | Time: 1549.32 ms [2022-02-06 16:47:38 main:574] : INFO : Epoch 1827 | loss: 0.0311132 | val_loss: 0.0311429 | Time: 1713.98 ms [2022-02-06 16:47:40 main:574] : INFO : Epoch 1828 | loss: 0.0311147 | val_loss: 0.0311423 | Time: 1554.46 ms [2022-02-06 16:47:41 main:574] : INFO : Epoch 1829 | loss: 0.0311144 | val_loss: 0.0311444 | Time: 1470.18 ms [2022-02-06 16:47:43 main:574] : INFO : Epoch 1830 | loss: 0.0311125 | val_loss: 0.0311397 | Time: 1734.03 ms [2022-02-06 16:47:45 main:574] : INFO : Epoch 1831 | loss: 0.0311112 | val_loss: 0.0311448 | Time: 1613.49 ms [2022-02-06 16:47:46 main:574] : INFO : Epoch 1832 | loss: 0.0311115 | val_loss: 0.0311428 | Time: 1378.61 ms [2022-02-06 16:47:48 main:574] : INFO : Epoch 1833 | loss: 0.0311189 | val_loss: 0.0311502 | Time: 1745.91 ms [2022-02-06 16:47:50 main:574] : INFO : Epoch 1834 | loss: 0.0311304 | val_loss: 0.0311524 | Time: 1726.16 ms [2022-02-06 16:47:51 main:574] : INFO : Epoch 1835 | loss: 0.0311364 | val_loss: 0.0311585 | Time: 1313.85 ms [2022-02-06 16:47:53 main:574] : INFO : Epoch 1836 | loss: 0.0311359 | val_loss: 0.0311579 | Time: 1719.83 ms [2022-02-06 16:47:54 main:574] : INFO : Epoch 1837 | loss: 0.0311328 | val_loss: 0.031153 | Time: 1730.63 ms [2022-02-06 16:47:56 main:574] : INFO : Epoch 1838 | loss: 0.0311326 | val_loss: 0.0311519 | Time: 1257.28 ms [2022-02-06 16:47:57 main:574] : INFO : Epoch 1839 | loss: 0.0311338 | val_loss: 0.0311546 | Time: 1718.23 ms [2022-02-06 16:47:59 main:574] : INFO : Epoch 1840 | loss: 0.0311313 | val_loss: 0.0311517 | Time: 1738.12 ms [2022-02-06 16:48:00 main:574] : INFO : Epoch 1841 | loss: 0.0311337 | val_loss: 0.0311509 | Time: 1321.84 ms [2022-02-06 16:48:02 main:574] : INFO : Epoch 1842 | loss: 0.0311327 | val_loss: 0.0311564 | Time: 1662.13 ms [2022-02-06 16:48:04 main:574] : INFO : Epoch 1843 | loss: 0.0311355 | val_loss: 0.0311582 | Time: 1721.79 ms [2022-02-06 16:48:05 main:574] : INFO : Epoch 1844 | loss: 0.0311332 | val_loss: 0.0311518 | Time: 1417.42 ms [2022-02-06 16:48:07 main:574] : INFO : Epoch 1845 | loss: 0.0311289 | val_loss: 0.0311514 | Time: 1557 ms [2022-02-06 16:48:08 main:574] : INFO : Epoch 1846 | loss: 0.0311349 | val_loss: 0.0311547 | Time: 1707 ms [2022-02-06 16:48:10 main:574] : INFO : Epoch 1847 | loss: 0.0311364 | val_loss: 0.0311662 | Time: 1519.78 ms [2022-02-06 16:48:11 main:574] : INFO : Epoch 1848 | loss: 0.0311484 | val_loss: 0.0311641 | Time: 1465.62 ms [2022-02-06 16:48:13 main:574] : INFO : Epoch 1849 | loss: 0.0311471 | val_loss: 0.0311589 | Time: 1729.28 ms [2022-02-06 16:48:15 main:574] : INFO : Epoch 1850 | loss: 0.0311446 | val_loss: 0.0311596 | Time: 1640.01 ms [2022-02-06 16:48:16 main:574] : INFO : Epoch 1851 | loss: 0.0311464 | val_loss: 0.0311576 | Time: 1360.69 ms [2022-02-06 16:48:18 main:574] : INFO : Epoch 1852 | loss: 0.0311467 | val_loss: 0.0311571 | Time: 1733.74 ms [2022-02-06 16:48:20 main:574] : INFO : Epoch 1853 | loss: 0.0311443 | val_loss: 0.0311545 | Time: 1714.54 ms [2022-02-06 16:48:21 main:574] : INFO : Epoch 1854 | loss: 0.0311415 | val_loss: 0.0311559 | Time: 1281.47 ms [2022-02-06 16:48:23 main:574] : INFO : Epoch 1855 | loss: 0.0311457 | val_loss: 0.0311556 | Time: 1746.46 ms [2022-02-06 16:48:24 main:574] : INFO : Epoch 1856 | loss: 0.0311492 | val_loss: 0.0311547 | Time: 1709.03 ms [2022-02-06 16:48:26 main:574] : INFO : Epoch 1857 | loss: 0.0311489 | val_loss: 0.0311551 | Time: 1265.34 ms [2022-02-06 16:48:27 main:574] : INFO : Epoch 1858 | loss: 0.0311455 | val_loss: 0.0311549 | Time: 1723.41 ms [2022-02-06 16:48:29 main:574] : INFO : Epoch 1859 | loss: 0.0311436 | val_loss: 0.0311558 | Time: 1725.7 ms [2022-02-06 16:48:30 main:574] : INFO : Epoch 1860 | loss: 0.0311399 | val_loss: 0.0311536 | Time: 1340.35 ms [2022-02-06 16:48:32 main:574] : INFO : Epoch 1861 | loss: 0.0311391 | val_loss: 0.0311513 | Time: 1636.77 ms [2022-02-06 16:48:34 main:574] : INFO : Epoch 1862 | loss: 0.031139 | val_loss: 0.0311509 | Time: 1731.95 ms [2022-02-06 16:48:35 main:574] : INFO : Epoch 1863 | loss: 0.0311403 | val_loss: 0.031165 | Time: 1445.28 ms [2022-02-06 16:48:37 main:574] : INFO : Epoch 1864 | loss: 0.0311407 | val_loss: 0.0311518 | Time: 1564.53 ms [2022-02-06 16:48:39 main:574] : INFO : Epoch 1865 | loss: 0.0311383 | val_loss: 0.031153 | Time: 1725.96 ms [2022-02-06 16:48:40 main:574] : INFO : Epoch 1866 | loss: 0.0311368 | val_loss: 0.0311539 | Time: 1593.97 ms [2022-02-06 16:48:42 main:574] : INFO : Epoch 1867 | loss: 0.0311386 | val_loss: 0.031161 | Time: 1495.19 ms [2022-02-06 16:48:43 main:574] : INFO : Epoch 1868 | loss: 0.031138 | val_loss: 0.0311524 | Time: 1745.24 ms [2022-02-06 16:48:45 main:574] : INFO : Epoch 1869 | loss: 0.0311395 | val_loss: 0.0311526 | Time: 1596.87 ms [2022-02-06 16:48:46 main:574] : INFO : Epoch 1870 | loss: 0.0311374 | val_loss: 0.0311479 | Time: 1389.27 ms [2022-02-06 16:48:48 main:574] : INFO : Epoch 1871 | loss: 0.0311349 | val_loss: 0.0311475 | Time: 1725.78 ms [2022-02-06 16:48:50 main:574] : INFO : Epoch 1872 | loss: 0.0311343 | val_loss: 0.0311495 | Time: 1691.37 ms [2022-02-06 16:48:51 main:574] : INFO : Epoch 1873 | loss: 0.0311332 | val_loss: 0.0311488 | Time: 1275.54 ms [2022-02-06 16:48:53 main:574] : INFO : Epoch 1874 | loss: 0.0311343 | val_loss: 0.0311489 | Time: 1743.44 ms [2022-02-06 16:48:55 main:574] : INFO : Epoch 1875 | loss: 0.0311327 | val_loss: 0.0311489 | Time: 1726.65 ms [2022-02-06 16:48:56 main:574] : INFO : Epoch 1876 | loss: 0.03113 | val_loss: 0.0311473 | Time: 1256.15 ms [2022-02-06 16:48:58 main:574] : INFO : Epoch 1877 | loss: 0.0311301 | val_loss: 0.031149 | Time: 1755.42 ms [2022-02-06 16:48:59 main:574] : INFO : Epoch 1878 | loss: 0.0311305 | val_loss: 0.0311488 | Time: 1764.24 ms [2022-02-06 16:49:01 main:574] : INFO : Epoch 1879 | loss: 0.0311303 | val_loss: 0.0311466 | Time: 1291.94 ms [2022-02-06 16:49:02 main:574] : INFO : Epoch 1880 | loss: 0.0311299 | val_loss: 0.0311496 | Time: 1668.97 ms [2022-02-06 16:49:04 main:574] : INFO : Epoch 1881 | loss: 0.0311306 | val_loss: 0.0311484 | Time: 1736.78 ms [2022-02-06 16:49:05 main:574] : INFO : Epoch 1882 | loss: 0.0311301 | val_loss: 0.0311493 | Time: 1394.67 ms [2022-02-06 16:49:07 main:574] : INFO : Epoch 1883 | loss: 0.0311337 | val_loss: 0.0311465 | Time: 1591.46 ms [2022-02-06 16:49:09 main:574] : INFO : Epoch 1884 | loss: 0.0311325 | val_loss: 0.0311487 | Time: 1749.32 ms [2022-02-06 16:49:10 main:574] : INFO : Epoch 1885 | loss: 0.0311329 | val_loss: 0.0311513 | Time: 1508.4 ms [2022-02-06 16:49:12 main:574] : INFO : Epoch 1886 | loss: 0.031132 | val_loss: 0.0311497 | Time: 1489.33 ms [2022-02-06 16:49:14 main:574] : INFO : Epoch 1887 | loss: 0.031131 | val_loss: 0.0311548 | Time: 1728.03 ms [2022-02-06 16:49:15 main:574] : INFO : Epoch 1888 | loss: 0.0311312 | val_loss: 0.0311489 | Time: 1601.26 ms [2022-02-06 16:49:17 main:574] : INFO : Epoch 1889 | loss: 0.0311302 | val_loss: 0.0311532 | Time: 1379.81 ms [2022-02-06 16:49:18 main:574] : INFO : Epoch 1890 | loss: 0.0311304 | val_loss: 0.0311501 | Time: 1738.03 ms [2022-02-06 16:49:20 main:574] : INFO : Epoch 1891 | loss: 0.0311299 | val_loss: 0.0311498 | Time: 1679.13 ms [2022-02-06 16:49:21 main:574] : INFO : Epoch 1892 | loss: 0.0311278 | val_loss: 0.0311519 | Time: 1283.26 ms [2022-02-06 16:49:23 main:574] : INFO : Epoch 1893 | loss: 0.0311277 | val_loss: 0.0311501 | Time: 1733.39 ms [2022-02-06 16:49:25 main:574] : INFO : Epoch 1894 | loss: 0.0311312 | val_loss: 0.0311473 | Time: 1755.61 ms [2022-02-06 16:49:26 main:574] : INFO : Epoch 1895 | loss: 0.0311284 | val_loss: 0.0311482 | Time: 1299.2 ms [2022-02-06 16:49:28 main:574] : INFO : Epoch 1896 | loss: 0.0311278 | val_loss: 0.0311475 | Time: 1716.77 ms [2022-02-06 16:49:29 main:574] : INFO : Epoch 1897 | loss: 0.0311279 | val_loss: 0.0311497 | Time: 1736.68 ms [2022-02-06 16:49:31 main:574] : INFO : Epoch 1898 | loss: 0.0311285 | val_loss: 0.0311563 | Time: 1307.79 ms [2022-02-06 16:49:32 main:574] : INFO : Epoch 1899 | loss: 0.0311298 | val_loss: 0.0311465 | Time: 1706.46 ms [2022-02-06 16:49:34 main:574] : INFO : Epoch 1900 | loss: 0.0311264 | val_loss: 0.0311479 | Time: 1716.85 ms [2022-02-06 16:49:36 main:574] : INFO : Epoch 1901 | loss: 0.0311265 | val_loss: 0.0311485 | Time: 1380.16 ms [2022-02-06 16:49:37 main:574] : INFO : Epoch 1902 | loss: 0.0311345 | val_loss: 0.0311518 | Time: 1584.45 ms [2022-02-06 16:49:39 main:574] : INFO : Epoch 1903 | loss: 0.0311396 | val_loss: 0.031159 | Time: 1745.52 ms [2022-02-06 16:49:40 main:574] : INFO : Epoch 1904 | loss: 0.031139 | val_loss: 0.0311587 | Time: 1480.81 ms [2022-02-06 16:49:42 main:574] : INFO : Epoch 1905 | loss: 0.031136 | val_loss: 0.0311518 | Time: 1480.99 ms [2022-02-06 16:49:44 main:574] : INFO : Epoch 1906 | loss: 0.0311345 | val_loss: 0.0311523 | Time: 1719.7 ms [2022-02-06 16:49:45 main:574] : INFO : Epoch 1907 | loss: 0.0311319 | val_loss: 0.031149 | Time: 1601.78 ms [2022-02-06 16:49:47 main:574] : INFO : Epoch 1908 | loss: 0.0311306 | val_loss: 0.0311529 | Time: 1393 ms [2022-02-06 16:49:48 main:574] : INFO : Epoch 1909 | loss: 0.0311306 | val_loss: 0.0311488 | Time: 1730.15 ms [2022-02-06 16:49:50 main:574] : INFO : Epoch 1910 | loss: 0.0311295 | val_loss: 0.0311486 | Time: 1681.48 ms [2022-02-06 16:49:51 main:574] : INFO : Epoch 1911 | loss: 0.0311309 | val_loss: 0.0311471 | Time: 1289.44 ms [2022-02-06 16:49:53 main:574] : INFO : Epoch 1912 | loss: 0.0311272 | val_loss: 0.0311467 | Time: 1762.82 ms [2022-02-06 16:49:55 main:574] : INFO : Epoch 1913 | loss: 0.0311277 | val_loss: 0.0311483 | Time: 1740.56 ms [2022-02-06 16:49:56 main:574] : INFO : Epoch 1914 | loss: 0.0311302 | val_loss: 0.0311475 | Time: 1682.52 ms [2022-02-06 16:49:58 main:574] : INFO : Epoch 1915 | loss: 0.0311282 | val_loss: 0.0311486 | Time: 1743.9 ms [2022-02-06 16:50:00 main:574] : INFO : Epoch 1916 | loss: 0.0311266 | val_loss: 0.031149 | Time: 1762.76 ms [2022-02-06 16:50:01 main:574] : INFO : Epoch 1917 | loss: 0.031127 | val_loss: 0.031148 | Time: 1295.3 ms [2022-02-06 16:50:03 main:574] : INFO : Epoch 1918 | loss: 0.0311269 | val_loss: 0.0311522 | Time: 1715 ms [2022-02-06 16:50:05 main:574] : INFO : Epoch 1919 | loss: 0.0311257 | val_loss: 0.0311474 | Time: 1769.1 ms [2022-02-06 16:50:06 main:574] : INFO : Epoch 1920 | loss: 0.0311258 | val_loss: 0.0311564 | Time: 1255.33 ms [2022-02-06 16:50:08 main:574] : INFO : Epoch 1921 | loss: 0.0311289 | val_loss: 0.0311512 | Time: 1720.24 ms [2022-02-06 16:50:09 main:574] : INFO : Epoch 1922 | loss: 0.0311314 | val_loss: 0.031154 | Time: 1718.89 ms [2022-02-06 16:50:11 main:574] : INFO : Epoch 1923 | loss: 0.0311482 | val_loss: 0.0311697 | Time: 1320.76 ms [2022-02-06 16:50:12 main:574] : INFO : Epoch 1924 | loss: 0.0312557 | val_loss: 0.031992 | Time: 1641.71 ms [2022-02-06 16:50:14 main:574] : INFO : Epoch 1925 | loss: 0.0315708 | val_loss: 0.031233 | Time: 1726.4 ms [2022-02-06 16:50:16 main:574] : INFO : Epoch 1926 | loss: 0.0312866 | val_loss: 0.0311944 | Time: 1419.46 ms [2022-02-06 16:50:17 main:574] : INFO : Epoch 1927 | loss: 0.0311531 | val_loss: 0.0311546 | Time: 1583.01 ms [2022-02-06 16:50:19 main:574] : INFO : Epoch 1928 | loss: 0.031129 | val_loss: 0.0311484 | Time: 1731.63 ms [2022-02-06 16:50:20 main:574] : INFO : Epoch 1929 | loss: 0.0311263 | val_loss: 0.0311507 | Time: 1521.15 ms [2022-02-06 16:50:22 main:574] : INFO : Epoch 1930 | loss: 0.0311282 | val_loss: 0.0311542 | Time: 1456.34 ms [2022-02-06 16:50:24 main:574] : INFO : Epoch 1931 | loss: 0.0311271 | val_loss: 0.0311485 | Time: 1727.68 ms [2022-02-06 16:50:25 main:574] : INFO : Epoch 1932 | loss: 0.031125 | val_loss: 0.0311511 | Time: 1627.38 ms [2022-02-06 16:50:27 main:574] : INFO : Epoch 1933 | loss: 0.0311244 | val_loss: 0.0311488 | Time: 1361.21 ms [2022-02-06 16:50:28 main:574] : INFO : Epoch 1934 | loss: 0.0311258 | val_loss: 0.0311504 | Time: 1739.43 ms [2022-02-06 16:50:30 main:574] : INFO : Epoch 1935 | loss: 0.0311326 | val_loss: 0.0311487 | Time: 1721.7 ms [2022-02-06 16:50:31 main:574] : INFO : Epoch 1936 | loss: 0.0311301 | val_loss: 0.0311475 | Time: 1264.79 ms [2022-02-06 16:50:33 main:574] : INFO : Epoch 1937 | loss: 0.0311267 | val_loss: 0.031147 | Time: 1730.88 ms [2022-02-06 16:50:35 main:574] : INFO : Epoch 1938 | loss: 0.0311248 | val_loss: 0.0311472 | Time: 1734.19 ms [2022-02-06 16:50:36 main:574] : INFO : Epoch 1939 | loss: 0.0311229 | val_loss: 0.0311508 | Time: 1292.92 ms [2022-02-06 16:50:38 main:574] : INFO : Epoch 1940 | loss: 0.0311222 | val_loss: 0.0311538 | Time: 1734.23 ms [2022-02-06 16:50:40 main:574] : INFO : Epoch 1941 | loss: 0.0311223 | val_loss: 0.0311496 | Time: 1733.75 ms [2022-02-06 16:50:41 main:574] : INFO : Epoch 1942 | loss: 0.0311213 | val_loss: 0.0311476 | Time: 1331.96 ms [2022-02-06 16:50:43 main:574] : INFO : Epoch 1943 | loss: 0.0311211 | val_loss: 0.0311487 | Time: 1653.67 ms [2022-02-06 16:50:44 main:574] : INFO : Epoch 1944 | loss: 0.0311196 | val_loss: 0.0311492 | Time: 1744.28 ms [2022-02-06 16:50:46 main:574] : INFO : Epoch 1945 | loss: 0.0311191 | val_loss: 0.0311468 | Time: 1415.78 ms [2022-02-06 16:50:47 main:574] : INFO : Epoch 1946 | loss: 0.031125 | val_loss: 0.0311525 | Time: 1597.05 ms [2022-02-06 16:50:49 main:574] : INFO : Epoch 1947 | loss: 0.0311335 | val_loss: 0.0311546 | Time: 1752.34 ms [2022-02-06 16:50:51 main:574] : INFO : Epoch 1948 | loss: 0.0311324 | val_loss: 0.0311494 | Time: 1483.53 ms [2022-02-06 16:50:52 main:574] : INFO : Epoch 1949 | loss: 0.0311292 | val_loss: 0.0311506 | Time: 1489.66 ms [2022-02-06 16:50:54 main:574] : INFO : Epoch 1950 | loss: 0.0311278 | val_loss: 0.0311505 | Time: 1734.61 ms [2022-02-06 16:50:55 main:574] : INFO : Epoch 1951 | loss: 0.0311259 | val_loss: 0.031149 | Time: 1601.26 ms [2022-02-06 16:50:57 main:574] : INFO : Epoch 1952 | loss: 0.0311251 | val_loss: 0.0311474 | Time: 1687.82 ms [2022-02-06 16:50:59 main:574] : INFO : Epoch 1953 | loss: 0.0311255 | val_loss: 0.0311488 | Time: 1719.89 ms [2022-02-06 16:51:00 main:574] : INFO : Epoch 1954 | loss: 0.0311238 | val_loss: 0.0311453 | Time: 1607.09 ms [2022-02-06 16:51:02 main:574] : INFO : Epoch 1955 | loss: 0.0311227 | val_loss: 0.0311453 | Time: 1355.87 ms [2022-02-06 16:51:04 main:574] : INFO : Epoch 1956 | loss: 0.0311211 | val_loss: 0.0311488 | Time: 1747.21 ms [2022-02-06 16:51:05 main:574] : INFO : Epoch 1957 | loss: 0.0311225 | val_loss: 0.0311451 | Time: 1711.9 ms [2022-02-06 16:51:07 main:574] : INFO : Epoch 1958 | loss: 0.0311215 | val_loss: 0.0311469 | Time: 1290.58 ms [2022-02-06 16:51:08 main:574] : INFO : Epoch 1959 | loss: 0.0311202 | val_loss: 0.0311444 | Time: 1746.85 ms [2022-02-06 16:51:10 main:574] : INFO : Epoch 1960 | loss: 0.0311218 | val_loss: 0.031141 | Time: 1731.78 ms [2022-02-06 16:51:11 main:574] : INFO : Epoch 1961 | loss: 0.0311205 | val_loss: 0.0311436 | Time: 1290.71 ms [2022-02-06 16:51:13 main:574] : INFO : Epoch 1962 | loss: 0.0311194 | val_loss: 0.0311447 | Time: 1730.62 ms [2022-02-06 16:51:15 main:574] : INFO : Epoch 1963 | loss: 0.0311194 | val_loss: 0.0311449 | Time: 1733.2 ms [2022-02-06 16:51:16 main:574] : INFO : Epoch 1964 | loss: 0.0311175 | val_loss: 0.0311434 | Time: 1301.23 ms [2022-02-06 16:51:18 main:574] : INFO : Epoch 1965 | loss: 0.0311206 | val_loss: 0.0311429 | Time: 1681.34 ms [2022-02-06 16:51:19 main:574] : INFO : Epoch 1966 | loss: 0.0311217 | val_loss: 0.0311452 | Time: 1728.78 ms [2022-02-06 16:51:21 main:574] : INFO : Epoch 1967 | loss: 0.0311192 | val_loss: 0.0311454 | Time: 1413.33 ms [2022-02-06 16:51:22 main:574] : INFO : Epoch 1968 | loss: 0.0311187 | val_loss: 0.0311457 | Time: 1575.23 ms [2022-02-06 16:51:24 main:574] : INFO : Epoch 1969 | loss: 0.0311171 | val_loss: 0.0311476 | Time: 1733.8 ms [2022-02-06 16:51:26 main:574] : INFO : Epoch 1970 | loss: 0.0311183 | val_loss: 0.031146 | Time: 1495.88 ms [2022-02-06 16:51:27 main:574] : INFO : Epoch 1971 | loss: 0.0311183 | val_loss: 0.0311421 | Time: 1490.05 ms [2022-02-06 16:51:29 main:574] : INFO : Epoch 1972 | loss: 0.0311203 | val_loss: 0.0311478 | Time: 1730.46 ms [2022-02-06 16:51:31 main:574] : INFO : Epoch 1973 | loss: 0.0311213 | val_loss: 0.0311434 | Time: 1587.64 ms [2022-02-06 16:51:32 main:574] : INFO : Epoch 1974 | loss: 0.0311217 | val_loss: 0.0311515 | Time: 1396.79 ms [2022-02-06 16:51:34 main:574] : INFO : Epoch 1975 | loss: 0.0311206 | val_loss: 0.031144 | Time: 1727.04 ms [2022-02-06 16:51:35 main:574] : INFO : Epoch 1976 | loss: 0.0311206 | val_loss: 0.0311492 | Time: 1691.86 ms [2022-02-06 16:51:37 main:574] : INFO : Epoch 1977 | loss: 0.0311244 | val_loss: 0.0311436 | Time: 1280.98 ms [2022-02-06 16:51:38 main:574] : INFO : Epoch 1978 | loss: 0.0311223 | val_loss: 0.0311463 | Time: 1747.59 ms [2022-02-06 16:51:40 main:574] : INFO : Epoch 1979 | loss: 0.0311207 | val_loss: 0.0311454 | Time: 1735.01 ms [2022-02-06 16:51:41 main:574] : INFO : Epoch 1980 | loss: 0.0311221 | val_loss: 0.0311463 | Time: 1251.95 ms [2022-02-06 16:51:43 main:574] : INFO : Epoch 1981 | loss: 0.0311206 | val_loss: 0.0311458 | Time: 1719.2 ms [2022-02-06 16:51:45 main:574] : INFO : Epoch 1982 | loss: 0.0311196 | val_loss: 0.0311432 | Time: 1717.51 ms [2022-02-06 16:51:46 main:574] : INFO : Epoch 1983 | loss: 0.0311186 | val_loss: 0.0311451 | Time: 1325.1 ms [2022-02-06 16:51:48 main:574] : INFO : Epoch 1984 | loss: 0.0311192 | val_loss: 0.0311441 | Time: 1647.66 ms [2022-02-06 16:51:50 main:574] : INFO : Epoch 1985 | loss: 0.0311187 | val_loss: 0.0311453 | Time: 1752.2 ms [2022-02-06 16:51:51 main:574] : INFO : Epoch 1986 | loss: 0.0311176 | val_loss: 0.0311444 | Time: 1390.61 ms [2022-02-06 16:51:53 main:574] : INFO : Epoch 1987 | loss: 0.0311179 | val_loss: 0.0311485 | Time: 1616.16 ms [2022-02-06 16:51:54 main:574] : INFO : Epoch 1988 | loss: 0.0311175 | val_loss: 0.0311409 | Time: 1738.97 ms [2022-02-06 16:51:56 main:574] : INFO : Epoch 1989 | loss: 0.0311187 | val_loss: 0.0311436 | Time: 1499.72 ms [2022-02-06 16:51:57 main:574] : INFO : Epoch 1990 | loss: 0.0311182 | val_loss: 0.0311509 | Time: 1582.27 ms [2022-02-06 16:51:59 main:574] : INFO : Epoch 1991 | loss: 0.0311186 | val_loss: 0.0311413 | Time: 1762.76 ms [2022-02-06 16:52:01 main:574] : INFO : Epoch 1992 | loss: 0.0311153 | val_loss: 0.0311427 | Time: 1551.1 ms [2022-02-06 16:52:02 main:574] : INFO : Epoch 1993 | loss: 0.0311151 | val_loss: 0.0311426 | Time: 1418.91 ms [2022-02-06 16:52:04 main:574] : INFO : Epoch 1994 | loss: 0.0311155 | val_loss: 0.0311474 | Time: 1742.16 ms [2022-02-06 16:52:05 main:574] : INFO : Epoch 1995 | loss: 0.0311168 | val_loss: 0.031145 | Time: 1639.91 ms [2022-02-06 16:52:07 main:574] : INFO : Epoch 1996 | loss: 0.0311165 | val_loss: 0.0311467 | Time: 1311.25 ms [2022-02-06 16:52:09 main:574] : INFO : Epoch 1997 | loss: 0.0311148 | val_loss: 0.0311441 | Time: 1722 ms [2022-02-06 16:52:10 main:574] : INFO : Epoch 1998 | loss: 0.0311139 | val_loss: 0.0311424 | Time: 1728.49 ms [2022-02-06 16:52:12 main:574] : INFO : Epoch 1999 | loss: 0.0311141 | val_loss: 0.0311462 | Time: 1288.76 ms [2022-02-06 16:52:13 main:574] : INFO : Epoch 2000 | loss: 0.0311169 | val_loss: 0.0311416 | Time: 1726.09 ms [2022-02-06 16:52:15 main:574] : INFO : Epoch 2001 | loss: 0.0311177 | val_loss: 0.0311378 | Time: 1761.56 ms [2022-02-06 16:52:16 main:574] : INFO : Epoch 2002 | loss: 0.0311192 | val_loss: 0.0311438 | Time: 1276.04 ms [2022-02-06 16:52:18 main:574] : INFO : Epoch 2003 | loss: 0.03112 | val_loss: 0.0311411 | Time: 1717.63 ms [2022-02-06 16:52:20 main:574] : INFO : Epoch 2004 | loss: 0.0311185 | val_loss: 0.0311454 | Time: 1751.84 ms [2022-02-06 16:52:21 main:574] : INFO : Epoch 2005 | loss: 0.0311146 | val_loss: 0.0311434 | Time: 1365.46 ms [2022-02-06 16:52:23 main:574] : INFO : Epoch 2006 | loss: 0.0311155 | val_loss: 0.0311379 | Time: 1630.98 ms [2022-02-06 16:52:25 main:574] : INFO : Epoch 2007 | loss: 0.0311158 | val_loss: 0.0311403 | Time: 1740.57 ms [2022-02-06 16:52:26 main:574] : INFO : Epoch 2008 | loss: 0.031114 | val_loss: 0.0311415 | Time: 1439.48 ms [2022-02-06 16:52:27 main:574] : INFO : Epoch 2009 | loss: 0.0311127 | val_loss: 0.0311419 | Time: 1521.94 ms [2022-02-06 16:52:29 main:574] : INFO : Epoch 2010 | loss: 0.0311129 | val_loss: 0.0311413 | Time: 1721.11 ms [2022-02-06 16:52:31 main:574] : INFO : Epoch 2011 | loss: 0.0311123 | val_loss: 0.0311385 | Time: 1555.26 ms [2022-02-06 16:52:32 main:574] : INFO : Epoch 2012 | loss: 0.0311122 | val_loss: 0.0311413 | Time: 1396.71 ms [2022-02-06 16:52:34 main:574] : INFO : Epoch 2013 | loss: 0.0311102 | val_loss: 0.0311453 | Time: 1709.15 ms [2022-02-06 16:52:36 main:574] : INFO : Epoch 2014 | loss: 0.0311095 | val_loss: 0.0311443 | Time: 1673.21 ms [2022-02-06 16:52:37 main:574] : INFO : Epoch 2015 | loss: 0.0311123 | val_loss: 0.0311565 | Time: 1314.02 ms [2022-02-06 16:52:39 main:574] : INFO : Epoch 2016 | loss: 0.0311168 | val_loss: 0.0311411 | Time: 1754.81 ms [2022-02-06 16:52:40 main:574] : INFO : Epoch 2017 | loss: 0.0311147 | val_loss: 0.0311444 | Time: 1763.27 ms [2022-02-06 16:52:42 main:574] : INFO : Epoch 2018 | loss: 0.0311179 | val_loss: 0.0311372 | Time: 1282.91 ms [2022-02-06 16:52:43 main:574] : INFO : Epoch 2019 | loss: 0.0311178 | val_loss: 0.0311406 | Time: 1732.26 ms [2022-02-06 16:52:45 main:574] : INFO : Epoch 2020 | loss: 0.0311167 | val_loss: 0.0311423 | Time: 1732.99 ms [2022-02-06 16:52:46 main:574] : INFO : Epoch 2021 | loss: 0.0311175 | val_loss: 0.0311432 | Time: 1309.55 ms [2022-02-06 16:52:48 main:574] : INFO : Epoch 2022 | loss: 0.031116 | val_loss: 0.0311418 | Time: 1736.76 ms [2022-02-06 16:52:50 main:574] : INFO : Epoch 2023 | loss: 0.0311163 | val_loss: 0.0311437 | Time: 1711.11 ms [2022-02-06 16:52:51 main:574] : INFO : Epoch 2024 | loss: 0.0311134 | val_loss: 0.0311411 | Time: 1349.98 ms [2022-02-06 16:52:53 main:574] : INFO : Epoch 2025 | loss: 0.0311138 | val_loss: 0.0311419 | Time: 1628.37 ms [2022-02-06 16:52:55 main:574] : INFO : Epoch 2026 | loss: 0.0311137 | val_loss: 0.0311441 | Time: 1720.96 ms [2022-02-06 16:52:56 main:574] : INFO : Epoch 2027 | loss: 0.0311122 | val_loss: 0.0311447 | Time: 1438.06 ms [2022-02-06 16:52:58 main:574] : INFO : Epoch 2028 | loss: 0.0311115 | val_loss: 0.0311391 | Time: 1534.7 ms [2022-02-06 16:52:59 main:574] : INFO : Epoch 2029 | loss: 0.0311115 | val_loss: 0.0311411 | Time: 1736.86 ms [2022-02-06 16:53:01 main:574] : INFO : Epoch 2030 | loss: 0.0311109 | val_loss: 0.0311469 | Time: 1547.49 ms [2022-02-06 16:53:02 main:574] : INFO : Epoch 2031 | loss: 0.0311109 | val_loss: 0.0311431 | Time: 1423.56 ms [2022-02-06 16:53:04 main:574] : INFO : Epoch 2032 | loss: 0.0311104 | val_loss: 0.0311446 | Time: 1723.07 ms [2022-02-06 16:53:06 main:574] : INFO : Epoch 2033 | loss: 0.0311115 | val_loss: 0.031158 | Time: 1663.83 ms [2022-02-06 16:53:07 main:574] : INFO : Epoch 2034 | loss: 0.0311329 | val_loss: 0.0311594 | Time: 1309.78 ms [2022-02-06 16:53:09 main:574] : INFO : Epoch 2035 | loss: 0.0311411 | val_loss: 0.0311574 | Time: 1730.81 ms [2022-02-06 16:53:10 main:574] : INFO : Epoch 2036 | loss: 0.0311395 | val_loss: 0.0311588 | Time: 1727.57 ms [2022-02-06 16:53:12 main:574] : INFO : Epoch 2037 | loss: 0.031136 | val_loss: 0.031151 | Time: 1273.47 ms [2022-02-06 16:53:13 main:574] : INFO : Epoch 2038 | loss: 0.0311339 | val_loss: 0.0311514 | Time: 1735.12 ms [2022-02-06 16:53:15 main:574] : INFO : Epoch 2039 | loss: 0.0311358 | val_loss: 0.0311522 | Time: 1739.81 ms [2022-02-06 16:53:17 main:574] : INFO : Epoch 2040 | loss: 0.0311346 | val_loss: 0.0311488 | Time: 1307.11 ms [2022-02-06 16:53:18 main:574] : INFO : Epoch 2041 | loss: 0.031131 | val_loss: 0.0311502 | Time: 1742.83 ms [2022-02-06 16:53:20 main:574] : INFO : Epoch 2042 | loss: 0.0311303 | val_loss: 0.03115 | Time: 1744.06 ms [2022-02-06 16:53:21 main:574] : INFO : Epoch 2043 | loss: 0.0311304 | val_loss: 0.0311517 | Time: 1372.42 ms [2022-02-06 16:53:23 main:574] : INFO : Epoch 2044 | loss: 0.0311303 | val_loss: 0.0311465 | Time: 1629.3 ms [2022-02-06 16:53:25 main:574] : INFO : Epoch 2045 | loss: 0.0311274 | val_loss: 0.0311481 | Time: 1723.35 ms [2022-02-06 16:53:26 main:574] : INFO : Epoch 2046 | loss: 0.0311264 | val_loss: 0.0311476 | Time: 1441.09 ms [2022-02-06 16:53:28 main:574] : INFO : Epoch 2047 | loss: 0.0311265 | val_loss: 0.0311502 | Time: 1511.85 ms [2022-02-06 16:53:29 main:574] : INFO : Epoch 2048 | loss: 0.0311248 | val_loss: 0.0311469 | Time: 1745.6 ms [2022-02-06 16:53:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311469 [2022-02-06 16:53:29 main:603] : INFO : Saving end state to config to file [2022-02-06 16:53:29 main:608] : INFO : Success, exiting.. 16:53:29 (8868): 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)