Task 7713896
| Name | ParityModified-1631730792-10244-2_1 |
| Workunit | 5235111 |
| Created | 30 Sep 2021, 8:15:23 UTC |
| Sent | 30 Sep 2021, 21:11:40 UTC |
| Report deadline | 7 Oct 2021, 21:11:40 UTC |
| Received | 2 Oct 2021, 17:30:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 58 min 9 sec |
| CPU time | 58 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1-10-02 13:16:18 main:581] : INFO : Epoch 1538 | loss: 0.0311016 | val_loss: 0.0311418 | Time: 1744.42 ms [2021-10-02 13:16:20 main:581] : INFO : Epoch 1539 | loss: 0.0311023 | val_loss: 0.0311398 | Time: 1662.89 ms [2021-10-02 13:16:22 main:581] : INFO : Epoch 1540 | loss: 0.0311006 | val_loss: 0.0311425 | Time: 1696.43 ms [2021-10-02 13:16:23 main:581] : INFO : Epoch 1541 | loss: 0.0310996 | val_loss: 0.0311492 | Time: 1702.89 ms [2021-10-02 13:16:25 main:581] : INFO : Epoch 1542 | loss: 0.0310988 | val_loss: 0.0311437 | Time: 1735.76 ms [2021-10-02 13:16:27 main:581] : INFO : Epoch 1543 | loss: 0.031107 | val_loss: 0.0311466 | Time: 1684.39 ms [2021-10-02 13:16:28 main:581] : INFO : Epoch 1544 | loss: 0.0311084 | val_loss: 0.0311431 | Time: 1717.21 ms [2021-10-02 13:16:30 main:581] : INFO : Epoch 1545 | loss: 0.0311074 | val_loss: 0.0311461 | Time: 1700.15 ms [2021-10-02 13:16:32 main:581] : INFO : Epoch 1546 | loss: 0.0311049 | val_loss: 0.0311392 | Time: 1685.18 ms [2021-10-02 13:16:34 main:581] : INFO : Epoch 1547 | loss: 0.0311067 | val_loss: 0.0311503 | Time: 1703.84 ms [2021-10-02 13:16:35 main:581] : INFO : Epoch 1548 | loss: 0.0311083 | val_loss: 0.0311451 | Time: 1668.56 ms [2021-10-02 13:16:37 main:581] : INFO : Epoch 1549 | loss: 0.0311031 | val_loss: 0.0311432 | Time: 1692.02 ms [2021-10-02 13:16:39 main:581] : INFO : Epoch 1550 | loss: 0.0311016 | val_loss: 0.0311453 | Time: 1705.45 ms [2021-10-02 13:16:40 main:581] : INFO : Epoch 1551 | loss: 0.0310995 | val_loss: 0.0311498 | Time: 1705.39 ms [2021-10-02 13:16:42 main:581] : INFO : Epoch 1552 | loss: 0.0310984 | val_loss: 0.0311419 | Time: 1695.43 ms [2021-10-02 13:16:44 main:581] : INFO : Epoch 1553 | loss: 0.0311008 | val_loss: 0.0311455 | Time: 1696.69 ms [2021-10-02 13:16:45 main:581] : INFO : Epoch 1554 | loss: 0.0311038 | val_loss: 0.031154 | Time: 1724.18 ms [2021-10-02 13:16:47 main:581] : INFO : Epoch 1555 | loss: 0.0311024 | val_loss: 0.0311477 | Time: 1722.68 ms [2021-10-02 13:16:49 main:581] : INFO : Epoch 1556 | loss: 0.0311004 | val_loss: 0.031153 | Time: 1695.25 ms [2021-10-02 13:16:51 main:581] : INFO : Epoch 1557 | loss: 0.0311077 | val_loss: 0.0311451 | Time: 1726.58 ms [2021-10-02 13:16:52 main:581] : INFO : Epoch 1558 | loss: 0.0311355 | val_loss: 0.0311393 | Time: 1733.76 ms [2021-10-02 13:16:54 main:581] : INFO : Epoch 1559 | loss: 0.0311335 | val_loss: 0.0311472 | Time: 1694.28 ms [2021-10-02 13:16:56 main:581] : INFO : Epoch 1560 | loss: 0.0311303 | val_loss: 0.0311458 | Time: 1699.73 ms [2021-10-02 13:16:57 main:581] : INFO : Epoch 1561 | loss: 0.0311274 | val_loss: 0.0311456 | Time: 1738.11 ms [2021-10-02 13:16:59 main:581] : INFO : Epoch 1562 | loss: 0.0311252 | val_loss: 0.0311524 | Time: 1732.75 ms [2021-10-02 13:17:01 main:581] : INFO : Epoch 1563 | loss: 0.0311271 | val_loss: 0.0311485 | Time: 1702.58 ms [2021-10-02 13:17:03 main:581] : INFO : Epoch 1564 | loss: 0.0311226 | val_loss: 0.0311487 | Time: 1688.71 ms [2021-10-02 13:17:04 main:581] : INFO : Epoch 1565 | loss: 0.0311216 | val_loss: 0.0311414 | Time: 1703.97 ms [2021-10-02 13:17:06 main:581] : INFO : Epoch 1566 | loss: 0.0311205 | val_loss: 0.0311382 | Time: 1685.68 ms [2021-10-02 13:17:08 main:581] : INFO : Epoch 1567 | loss: 0.0311182 | val_loss: 0.0311385 | Time: 1712.32 ms [2021-10-02 13:17:09 main:581] : INFO : Epoch 1568 | loss: 0.031116 | val_loss: 0.0311375 | Time: 1689.68 ms [2021-10-02 13:17:11 main:581] : INFO : Epoch 1569 | loss: 0.0311179 | val_loss: 0.0311425 | Time: 1686.24 ms [2021-10-02 13:17:13 main:581] : INFO : Epoch 1570 | loss: 0.0311144 | val_loss: 0.0311424 | Time: 1718.88 ms [2021-10-02 13:17:14 main:581] : INFO : Epoch 1571 | loss: 0.031112 | val_loss: 0.0311408 | Time: 1678.5 ms [2021-10-02 13:17:16 main:581] : INFO : Epoch 1572 | loss: 0.0311161 | val_loss: 0.0311412 | Time: 1694.57 ms [2021-10-02 13:17:18 main:581] : INFO : Epoch 1573 | loss: 0.0311206 | val_loss: 0.0311504 | Time: 1713.62 ms [2021-10-02 13:17:20 main:581] : INFO : Epoch 1574 | loss: 0.031115 | val_loss: 0.0311413 | Time: 1658.98 ms [2021-10-02 13:17:21 main:581] : INFO : Epoch 1575 | loss: 0.0311131 | val_loss: 0.0311553 | Time: 1665.37 ms [2021-10-02 13:17:23 main:581] : INFO : Epoch 1576 | loss: 0.0311144 | val_loss: 0.0311381 | Time: 1704.97 ms [2021-10-02 13:17:25 main:581] : INFO : Epoch 1577 | loss: 0.0311071 | val_loss: 0.0311415 | Time: 1695.9 ms [2021-10-02 13:17:26 main:581] : INFO : Epoch 1578 | loss: 0.0311077 | val_loss: 0.0311391 | Time: 1715.34 ms [2021-10-02 13:17:28 main:581] : INFO : Epoch 1579 | loss: 0.0311076 | val_loss: 0.0311437 | Time: 1727.59 ms [2021-10-02 13:17:30 main:581] : INFO : Epoch 1580 | loss: 0.0311044 | val_loss: 0.0311464 | Time: 1712.48 ms [2021-10-02 13:17:31 main:581] : INFO : Epoch 1581 | loss: 0.0311027 | val_loss: 0.0311471 | Time: 1688.31 ms [2021-10-02 13:17:33 main:581] : INFO : Epoch 1582 | loss: 0.0311048 | val_loss: 0.0311429 | Time: 1704.39 ms [2021-10-02 13:17:35 main:581] : INFO : Epoch 1583 | loss: 0.0311052 | val_loss: 0.0311462 | Time: 1718.34 ms [2021-10-02 13:17:37 main:581] : INFO : Epoch 1584 | loss: 0.0311155 | val_loss: 0.03115 | Time: 1720 ms [2021-10-02 13:17:38 main:581] : INFO : Epoch 1585 | loss: 0.0311138 | val_loss: 0.03115 | Time: 1729.03 ms [2021-10-02 13:17:40 main:581] : INFO : Epoch 1586 | loss: 0.031114 | val_loss: 0.0311414 | Time: 1707.19 ms [2021-10-02 13:17:42 main:581] : INFO : Epoch 1587 | loss: 0.0311079 | val_loss: 0.0311427 | Time: 1688.2 ms [2021-10-02 13:17:43 main:581] : INFO : Epoch 1588 | loss: 0.0311084 | val_loss: 0.0311473 | Time: 1693.45 ms [2021-10-02 13:17:45 main:581] : INFO : Epoch 1589 | loss: 0.0311082 | val_loss: 0.0311415 | Time: 1703.37 ms [2021-10-02 13:17:47 main:581] : INFO : Epoch 1590 | loss: 0.0311042 | val_loss: 0.0311483 | Time: 1697.33 ms [2021-10-02 13:17:49 main:581] : INFO : Epoch 1591 | loss: 0.0311041 | val_loss: 0.0311421 | Time: 1713.44 ms [2021-10-02 13:17:50 main:581] : INFO : Epoch 1592 | loss: 0.0311051 | val_loss: 0.0311506 | Time: 1711.23 ms [2021-10-02 13:17:52 main:581] : INFO : Epoch 1593 | loss: 0.0311036 | val_loss: 0.0311557 | Time: 1705.85 ms [2021-10-02 13:17:54 main:581] : INFO : Epoch 1594 | loss: 0.0311034 | val_loss: 0.0311557 | Time: 1696.46 ms [2021-10-02 13:17:55 main:581] : INFO : Epoch 1595 | loss: 0.0311051 | val_loss: 0.031143 | Time: 1717.82 ms [2021-10-02 13:17:57 main:581] : INFO : Epoch 1596 | loss: 0.0311052 | val_loss: 0.0311469 | Time: 1680.99 ms [2021-10-02 13:17:59 main:581] : INFO : Epoch 1597 | loss: 0.0311041 | val_loss: 0.0311444 | Time: 1693.73 ms [2021-10-02 13:18:00 main:581] : INFO : Epoch 1598 | loss: 0.031104 | val_loss: 0.0311358 | Time: 1704.66 ms [2021-10-02 13:18:02 main:581] : INFO : Epoch 1599 | loss: 0.0311039 | val_loss: 0.0311476 | Time: 1713.47 ms [2021-10-02 13:18:04 main:581] : INFO : Epoch 1600 | loss: 0.0311012 | val_loss: 0.0311405 | Time: 1709.34 ms [2021-10-02 13:18:06 main:581] : INFO : Epoch 1601 | loss: 0.031101 | val_loss: 0.0311537 | Time: 1719.6 ms [2021-10-02 13:18:07 main:581] : INFO : Epoch 1602 | loss: 0.0311021 | val_loss: 0.0311449 | Time: 1696.78 ms [2021-10-02 13:18:09 main:581] : INFO : Epoch 1603 | loss: 0.0311054 | val_loss: 0.031146 | Time: 1721.77 ms [2021-10-02 13:18:11 main:581] : INFO : Epoch 1604 | loss: 0.0311047 | val_loss: 0.0311472 | Time: 1707.75 ms [2021-10-02 13:18:12 main:581] : INFO : Epoch 1605 | loss: 0.0311033 | val_loss: 0.0311486 | Time: 1730.46 ms [2021-10-02 13:18:14 main:581] : INFO : Epoch 1606 | loss: 0.0311052 | val_loss: 0.03115 | Time: 1713.97 ms [2021-10-02 13:18:16 main:581] : INFO : Epoch 1607 | loss: 0.0311033 | val_loss: 0.0311427 | Time: 1731.33 ms [2021-10-02 13:18:18 main:581] : INFO : Epoch 1608 | loss: 0.0311041 | val_loss: 0.0311516 | Time: 1702 ms [2021-10-02 13:18:19 main:581] : INFO : Epoch 1609 | loss: 0.0310997 | val_loss: 0.0311403 | Time: 1700.38 ms [2021-10-02 13:18:21 main:581] : INFO : Epoch 1610 | loss: 0.0310995 | val_loss: 0.0311412 | Time: 1706.92 ms [2021-10-02 13:18:23 main:581] : INFO : Epoch 1611 | loss: 0.0310996 | val_loss: 0.0311409 | Time: 1711.72 ms [2021-10-02 13:18:24 main:581] : INFO : Epoch 1612 | loss: 0.0310994 | val_loss: 0.0311376 | Time: 1715.5 ms [2021-10-02 13:18:26 main:581] : INFO : Epoch 1613 | loss: 0.0310984 | val_loss: 0.0311332 | Time: 1703.5 ms [2021-10-02 13:18:28 main:581] : INFO : Epoch 1614 | loss: 0.0310988 | val_loss: 0.0311382 | Time: 1720.73 ms [2021-10-02 13:18:30 main:581] : INFO : Epoch 1615 | loss: 0.0310994 | val_loss: 0.0311438 | Time: 1722.26 ms [2021-10-02 13:18:31 main:581] : INFO : Epoch 1616 | loss: 0.0311016 | val_loss: 0.0311377 | Time: 1714.3 ms [2021-10-02 13:18:33 main:581] : INFO : Epoch 1617 | loss: 0.0311052 | val_loss: 0.0311364 | Time: 1734.76 ms [2021-10-02 13:18:35 main:581] : INFO : Epoch 1618 | loss: 0.0311016 | val_loss: 0.0311377 | Time: 1686.6 ms [2021-10-02 13:18:36 main:581] : INFO : Epoch 1619 | loss: 0.031101 | val_loss: 0.0311446 | Time: 1649.37 ms [2021-10-02 13:18:38 main:581] : INFO : Epoch 1620 | loss: 0.0311016 | val_loss: 0.03114 | Time: 1675.8 ms [2021-10-02 13:18:40 main:581] : INFO : Epoch 1621 | loss: 0.0311006 | val_loss: 0.031145 | Time: 1702.6 ms [2021-10-02 13:18:41 main:581] : INFO : Epoch 1622 | loss: 0.0311037 | val_loss: 0.0311448 | Time: 1688.51 ms [2021-10-02 13:18:43 main:581] : INFO : Epoch 1623 | loss: 0.031104 | val_loss: 0.0311419 | Time: 1645.73 ms [2021-10-02 13:18:45 main:581] : INFO : Epoch 1624 | loss: 0.0311086 | val_loss: 0.0311393 | Time: 1687.29 ms [2021-10-02 13:18:46 main:581] : INFO : Epoch 1625 | loss: 0.0311091 | val_loss: 0.0311465 | Time: 1686.79 ms [2021-10-02 13:18:48 main:581] : INFO : Epoch 1626 | loss: 0.0311048 | val_loss: 0.0311441 | Time: 1665.68 ms [2021-10-02 13:18:50 main:581] : INFO : Epoch 1627 | loss: 0.0311036 | val_loss: 0.0311418 | Time: 1709.67 ms [2021-10-02 13:18:52 main:581] : INFO : Epoch 1628 | loss: 0.0311012 | val_loss: 0.0311399 | Time: 1700.01 ms [2021-10-02 13:18:53 main:581] : INFO : Epoch 1629 | loss: 0.0311002 | val_loss: 0.0311485 | Time: 1722.12 ms [2021-10-02 13:18:55 main:581] : INFO : Epoch 1630 | loss: 0.0310966 | val_loss: 0.0311415 | Time: 1745.33 ms [2021-10-02 13:18:57 main:581] : INFO : Epoch 1631 | loss: 0.0310964 | val_loss: 0.0311367 | Time: 1712.03 ms [2021-10-02 13:18:58 main:581] : INFO : Epoch 1632 | loss: 0.0310959 | val_loss: 0.0311444 | Time: 1739.58 ms [2021-10-02 13:19:00 main:581] : INFO : Epoch 1633 | loss: 0.0310943 | val_loss: 0.0311365 | Time: 1701.23 ms [2021-10-02 13:19:02 main:581] : INFO : Epoch 1634 | loss: 0.0310947 | val_loss: 0.0311467 | Time: 1710.08 ms [2021-10-02 13:19:04 main:581] : INFO : Epoch 1635 | loss: 0.0310972 | val_loss: 0.0311413 | Time: 1715.8 ms [2021-10-02 13:19:05 main:581] : INFO : Epoch 1636 | loss: 0.0311002 | val_loss: 0.0311418 | Time: 1711.56 ms [2021-10-02 13:19:07 main:581] : INFO : Epoch 1637 | loss: 0.0310988 | val_loss: 0.0311428 | Time: 1690.65 ms [2021-10-02 13:19:09 main:581] : INFO : Epoch 1638 | loss: 0.0311032 | val_loss: 0.0311354 | Time: 1728.21 ms [2021-10-02 13:19:10 main:581] : INFO : Epoch 1639 | loss: 0.0311068 | val_loss: 0.0311384 | Time: 1733.75 ms [2021-10-02 13:19:12 main:581] : INFO : Epoch 1640 | loss: 0.0311136 | val_loss: 0.0311334 | Time: 1695.45 ms [2021-10-02 13:19:14 main:581] : INFO : Epoch 1641 | loss: 0.0311091 | val_loss: 0.0311409 | Time: 1724.28 ms [2021-10-02 13:19:16 main:581] : INFO : Epoch 1642 | loss: 0.0311068 | val_loss: 0.0311323 | Time: 1699.6 ms [2021-10-02 13:19:17 main:581] : INFO : Epoch 1643 | loss: 0.0311052 | val_loss: 0.0311346 | Time: 1711.68 ms [2021-10-02 13:19:19 main:581] : INFO : Epoch 1644 | loss: 0.0311055 | val_loss: 0.0311417 | Time: 1693.55 ms [2021-10-02 13:19:21 main:581] : INFO : Epoch 1645 | loss: 0.0311032 | val_loss: 0.0311385 | Time: 1705.65 ms [2021-10-02 13:19:22 main:581] : INFO : Epoch 1646 | loss: 0.0311011 | val_loss: 0.0311422 | Time: 1672.5 ms [2021-10-02 13:19:24 main:581] : INFO : Epoch 1647 | loss: 0.0310997 | val_loss: 0.0311389 | Time: 1694.88 ms [2021-10-02 13:19:26 main:581] : INFO : Epoch 1648 | loss: 0.0311019 | val_loss: 0.0311423 | Time: 1703.74 ms [2021-10-02 13:19:27 main:581] : INFO : Epoch 1649 | loss: 0.031104 | val_loss: 0.031143 | Time: 1705.82 ms [2021-10-02 13:19:29 main:581] : INFO : Epoch 1650 | loss: 0.0311051 | val_loss: 0.0311423 | Time: 1711.54 ms [2021-10-02 13:19:31 main:581] : INFO : Epoch 1651 | loss: 0.0311015 | val_loss: 0.0311571 | Time: 1710.51 ms [2021-10-02 13:19:33 main:581] : INFO : Epoch 1652 | loss: 0.031103 | val_loss: 0.0311432 | Time: 1723.35 ms [2021-10-02 13:19:34 main:581] : INFO : Epoch 1653 | loss: 0.0310988 | val_loss: 0.0311417 | Time: 1705.76 ms [2021-10-02 13:19:36 main:581] : INFO : Epoch 1654 | loss: 0.0310965 | val_loss: 0.031146 | Time: 1678.81 ms [2021-10-02 13:19:38 main:581] : INFO : Epoch 1655 | loss: 0.0310957 | val_loss: 0.0311376 | Time: 1704.56 ms [2021-10-02 13:19:39 main:581] : INFO : Epoch 1656 | loss: 0.0310967 | val_loss: 0.031143 | Time: 1708.66 ms [2021-10-02 13:19:41 main:581] : INFO : Epoch 1657 | loss: 0.0310976 | val_loss: 0.0311347 | Time: 1699.2 ms [2021-10-02 13:19:43 main:581] : INFO : Epoch 1658 | loss: 0.0310999 | val_loss: 0.0311364 | Time: 1695.1 ms [2021-10-02 13:19:44 main:581] : INFO : Epoch 1659 | loss: 0.0311009 | val_loss: 0.0311374 | Time: 1692.49 ms [2021-10-02 13:19:46 main:581] : INFO : Epoch 1660 | loss: 0.0310987 | val_loss: 0.031134 | Time: 1689.09 ms [2021-10-02 13:19:48 main:581] : INFO : Epoch 1661 | loss: 0.0310963 | val_loss: 0.0311383 | Time: 1679.22 ms [2021-10-02 13:19:50 main:581] : INFO : Epoch 1662 | loss: 0.0310959 | val_loss: 0.0311433 | Time: 1669.48 ms [2021-10-02 13:19:51 main:581] : INFO : Epoch 1663 | loss: 0.0310948 | val_loss: 0.0311378 | Time: 1726.54 ms [2021-10-02 13:19:53 main:581] : INFO : Epoch 1664 | loss: 0.0310918 | val_loss: 0.0311358 | Time: 1715.71 ms [2021-10-02 13:19:55 main:581] : INFO : Epoch 1665 | loss: 0.0310922 | val_loss: 0.0311369 | Time: 1693.44 ms [2021-10-02 13:19:56 main:581] : INFO : Epoch 1666 | loss: 0.0310938 | val_loss: 0.0311372 | Time: 1744.17 ms [2021-10-02 13:19:58 main:581] : INFO : Epoch 1667 | loss: 0.0310949 | val_loss: 0.0311468 | Time: 1743.58 ms [2021-10-02 13:20:00 main:581] : INFO : Epoch 1668 | loss: 0.0310964 | val_loss: 0.0311386 | Time: 1706.53 ms [2021-10-02 13:20:02 main:581] : INFO : Epoch 1669 | loss: 0.0310992 | val_loss: 0.0311377 | Time: 1693.17 ms [2021-10-02 13:20:03 main:581] : INFO : Epoch 1670 | loss: 0.0311375 | val_loss: 0.0311545 | Time: 1715.76 ms [2021-10-02 13:20:05 main:581] : INFO : Epoch 1671 | loss: 0.0311264 | val_loss: 0.0311341 | Time: 1694.87 ms [2021-10-02 13:20:07 main:581] : INFO : Epoch 1672 | loss: 0.0311074 | val_loss: 0.0311431 | Time: 1713.63 ms [2021-10-02 13:20:08 main:581] : INFO : Epoch 1673 | loss: 0.031105 | val_loss: 0.0311387 | Time: 1722.61 ms [2021-10-02 13:20:10 main:581] : INFO : Epoch 1674 | loss: 0.0311086 | val_loss: 0.031135 | Time: 1679.23 ms [2021-10-02 13:20:12 main:581] : INFO : Epoch 1675 | loss: 0.0311117 | val_loss: 0.0311355 | Time: 1672.95 ms [2021-10-02 13:20:13 main:581] : INFO : Epoch 1676 | loss: 0.0311205 | val_loss: 0.031133 | Time: 1689.11 ms [2021-10-02 13:20:15 main:581] : INFO : Epoch 1677 | loss: 0.0311161 | val_loss: 0.0311324 | Time: 1704.22 ms [2021-10-02 13:20:17 main:581] : INFO : Epoch 1678 | loss: 0.0311148 | val_loss: 0.0311358 | Time: 1713.73 ms [2021-10-02 13:20:19 main:581] : INFO : Epoch 1679 | loss: 0.031112 | val_loss: 0.0311353 | Time: 1655.33 ms [2021-10-02 13:20:20 main:581] : INFO : Epoch 1680 | loss: 0.0311104 | val_loss: 0.0311367 | Time: 1700.93 ms [2021-10-02 13:20:22 main:581] : INFO : Epoch 1681 | loss: 0.0311097 | val_loss: 0.0311418 | Time: 1711.5 ms [2021-10-02 13:20:24 main:581] : INFO : Epoch 1682 | loss: 0.0311051 | val_loss: 0.031141 | Time: 1712.39 ms [2021-10-02 13:20:25 main:581] : INFO : Epoch 1683 | loss: 0.0311067 | val_loss: 0.031138 | Time: 1716.88 ms [2021-10-02 13:20:27 main:581] : INFO : Epoch 1684 | loss: 0.0311007 | val_loss: 0.0311361 | Time: 1711.75 ms [2021-10-02 13:20:29 main:581] : INFO : Epoch 1685 | loss: 0.0311006 | val_loss: 0.0311383 | Time: 1689.66 ms [2021-10-02 13:20:30 main:581] : INFO : Epoch 1686 | loss: 0.0311024 | val_loss: 0.0311359 | Time: 1685.07 ms [2021-10-02 13:20:32 main:581] : INFO : Epoch 1687 | loss: 0.0311023 | val_loss: 0.0311378 | Time: 1704.59 ms [2021-10-02 13:20:34 main:581] : INFO : Epoch 1688 | loss: 0.0310998 | val_loss: 0.0311413 | Time: 1680.87 ms [2021-10-02 13:20:36 main:581] : INFO : Epoch 1689 | loss: 0.0311005 | val_loss: 0.0311378 | Time: 1693.7 ms [2021-10-02 13:20:37 main:581] : INFO : Epoch 1690 | loss: 0.0311051 | val_loss: 0.0311363 | Time: 1724.9 ms [2021-10-02 13:20:39 main:581] : INFO : Epoch 1691 | loss: 0.031102 | val_loss: 0.0311402 | Time: 1688.29 ms [2021-10-02 13:20:41 main:581] : INFO : Epoch 1692 | loss: 0.0311063 | val_loss: 0.0311414 | Time: 1694.5 ms [2021-10-02 13:20:42 main:581] : INFO : Epoch 1693 | loss: 0.0311007 | val_loss: 0.0311324 | Time: 1703.23 ms [2021-10-02 13:20:44 main:581] : INFO : Epoch 1694 | loss: 0.0310981 | val_loss: 0.0311336 | Time: 1693.67 ms [2021-10-02 13:20:46 main:581] : INFO : Epoch 1695 | loss: 0.0310965 | val_loss: 0.0311424 | Time: 1694.59 ms [2021-10-02 13:20:47 main:581] : INFO : Epoch 1696 | loss: 0.0311005 | val_loss: 0.0311445 | Time: 1716.09 ms [2021-10-02 13:20:49 main:581] : INFO : Epoch 1697 | loss: 0.0311036 | val_loss: 0.0311383 | Time: 1695.62 ms [2021-10-02 13:20:51 main:581] : INFO : Epoch 1698 | loss: 0.0311016 | val_loss: 0.031146 | Time: 1663.02 ms [2021-10-02 13:20:52 main:581] : INFO : Epoch 1699 | loss: 0.0311023 | val_loss: 0.0311496 | Time: 1662.53 ms [2021-10-02 13:20:54 main:581] : INFO : Epoch 1700 | loss: 0.031102 | val_loss: 0.0311492 | Time: 1711.94 ms [2021-10-02 13:20:56 main:581] : INFO : Epoch 1701 | loss: 0.0311014 | val_loss: 0.0311467 | Time: 1708.07 ms [2021-10-02 13:20:58 main:581] : INFO : Epoch 1702 | loss: 0.0310997 | val_loss: 0.0311519 | Time: 1732.15 ms [2021-10-02 13:20:59 main:581] : INFO : Epoch 1703 | loss: 0.0310975 | val_loss: 0.0311427 | Time: 1701.07 ms [2021-10-02 13:21:01 main:581] : INFO : Epoch 1704 | loss: 0.0310995 | val_loss: 0.0311451 | Time: 1705.58 ms [2021-10-02 13:21:03 main:581] : INFO : Epoch 1705 | loss: 0.0310999 | val_loss: 0.0311369 | Time: 1693.51 ms [2021-10-02 13:21:04 main:581] : INFO : Epoch 1706 | loss: 0.0311007 | val_loss: 0.0311428 | Time: 1724.75 ms [2021-10-02 13:21:06 main:581] : INFO : Epoch 1707 | loss: 0.0310981 | val_loss: 0.0311471 | Time: 1697.54 ms [2021-10-02 13:21:08 main:581] : INFO : Epoch 1708 | loss: 0.0310961 | val_loss: 0.0311407 | Time: 1656.08 ms [2021-10-02 13:21:09 main:581] : INFO : Epoch 1709 | loss: 0.031096 | val_loss: 0.0311508 | Time: 1677.52 ms [2021-10-02 13:21:11 main:581] : INFO : Epoch 1710 | loss: 0.0310963 | val_loss: 0.0311364 | Time: 1723.04 ms [2021-10-02 13:21:13 main:581] : INFO : Epoch 1711 | loss: 0.0310951 | val_loss: 0.0311406 | Time: 1701.36 ms [2021-10-02 13:21:15 main:581] : INFO : Epoch 1712 | loss: 0.0310971 | val_loss: 0.0311391 | Time: 1692.12 ms [2021-10-02 13:21:16 main:581] : INFO : Epoch 1713 | loss: 0.0311021 | val_loss: 0.0311338 | Time: 1700.04 ms [2021-10-02 13:21:18 main:581] : INFO : Epoch 1714 | loss: 0.0311015 | val_loss: 0.0311364 | Time: 1694.45 ms [2021-10-02 13:21:20 main:581] : INFO : Epoch 1715 | loss: 0.0310995 | val_loss: 0.0311421 | Time: 1703.52 ms [2021-10-02 13:21:21 main:581] : INFO : Epoch 1716 | loss: 0.0310981 | val_loss: 0.0311351 | Time: 1705.26 ms [2021-10-02 13:21:23 main:581] : INFO : Epoch 1717 | loss: 0.0310975 | val_loss: 0.031142 | Time: 1681.14 ms [2021-10-02 13:21:25 main:581] : INFO : Epoch 1718 | loss: 0.031095 | val_loss: 0.0311331 | Time: 1676.88 ms [2021-10-02 13:21:26 main:581] : INFO : Epoch 1719 | loss: 0.0310933 | val_loss: 0.031134 | Time: 1713.06 ms [2021-10-02 13:21:28 main:581] : INFO : Epoch 1720 | loss: 0.0310952 | val_loss: 0.031136 | Time: 1716.38 ms [2021-10-02 13:21:30 main:581] : INFO : Epoch 1721 | loss: 0.0310917 | val_loss: 0.0311335 | Time: 1723.45 ms [2021-10-02 13:21:32 main:581] : INFO : Epoch 1722 | loss: 0.0310918 | val_loss: 0.0311359 | Time: 1717.3 ms [2021-10-02 13:21:33 main:581] : INFO : Epoch 1723 | loss: 0.0310907 | val_loss: 0.0311402 | Time: 1715.6 ms [2021-10-02 13:21:35 main:581] : INFO : Epoch 1724 | loss: 0.03109 | val_loss: 0.0311427 | Time: 1686.73 ms [2021-10-02 13:21:37 main:581] : INFO : Epoch 1725 | loss: 0.0310913 | val_loss: 0.031142 | Time: 1698.7 ms [2021-10-02 13:21:38 main:581] : INFO : Epoch 1726 | loss: 0.0310898 | val_loss: 0.0311455 | Time: 1710.97 ms [2021-10-02 13:21:40 main:581] : INFO : Epoch 1727 | loss: 0.0310914 | val_loss: 0.0311359 | Time: 1715.99 ms [2021-10-02 13:21:42 main:581] : INFO : Epoch 1728 | loss: 0.03109 | val_loss: 0.0311387 | Time: 1711.49 ms [2021-10-02 13:21:44 main:581] : INFO : Epoch 1729 | loss: 0.0310914 | val_loss: 0.0311365 | Time: 1707.57 ms [2021-10-02 13:21:45 main:581] : INFO : Epoch 1730 | loss: 0.0310884 | val_loss: 0.0311407 | Time: 1705.61 ms [2021-10-02 13:21:47 main:581] : INFO : Epoch 1731 | loss: 0.0310861 | val_loss: 0.0311392 | Time: 1705.26 ms [2021-10-02 13:21:49 main:581] : INFO : Epoch 1732 | loss: 0.031087 | val_loss: 0.0311407 | Time: 1740.08 ms [2021-10-02 13:21:50 main:581] : INFO : Epoch 1733 | loss: 0.0310899 | val_loss: 0.0311395 | Time: 1694.47 ms [2021-10-02 13:21:52 main:581] : INFO : Epoch 1734 | loss: 0.0310889 | val_loss: 0.031144 | Time: 1708.44 ms [2021-10-02 13:21:54 main:581] : INFO : Epoch 1735 | loss: 0.031088 | val_loss: 0.0311375 | Time: 1697.57 ms [2021-10-02 13:21:56 main:581] : INFO : Epoch 1736 | loss: 0.0310908 | val_loss: 0.0311389 | Time: 1695.29 ms [2021-10-02 13:21:57 main:581] : INFO : Epoch 1737 | loss: 0.0310932 | val_loss: 0.0311416 | Time: 1693.7 ms [2021-10-02 13:21:59 main:581] : INFO : Epoch 1738 | loss: 0.0310935 | val_loss: 0.0311457 | Time: 1705.23 ms [2021-10-02 13:22:01 main:581] : INFO : Epoch 1739 | loss: 0.031092 | val_loss: 0.031136 | Time: 1722.7 ms [2021-10-02 13:22:02 main:581] : INFO : Epoch 1740 | loss: 0.0310942 | val_loss: 0.0311401 | Time: 1708.67 ms [2021-10-02 13:22:04 main:581] : INFO : Epoch 1741 | loss: 0.0310925 | val_loss: 0.0311353 | Time: 1690.85 ms [2021-10-02 13:22:06 main:581] : INFO : Epoch 1742 | loss: 0.0310932 | val_loss: 0.0311357 | Time: 1722.02 ms [2021-10-02 13:22:07 main:581] : INFO : Epoch 1743 | loss: 0.0310904 | val_loss: 0.0311366 | Time: 1704.27 ms [2021-10-02 13:22:09 main:581] : INFO : Epoch 1744 | loss: 0.0310923 | val_loss: 0.0311415 | Time: 1702.26 ms [2021-10-02 13:22:11 main:581] : INFO : Epoch 1745 | loss: 0.0310907 | val_loss: 0.031141 | Time: 1687.11 ms [2021-10-02 13:22:13 main:581] : INFO : Epoch 1746 | loss: 0.0310889 | val_loss: 0.031146 | Time: 1714.4 ms [2021-10-02 13:22:14 main:581] : INFO : Epoch 1747 | loss: 0.031088 | val_loss: 0.0311403 | Time: 1709.98 ms [2021-10-02 13:22:16 main:581] : INFO : Epoch 1748 | loss: 0.0310857 | val_loss: 0.0311383 | Time: 1688.68 ms [2021-10-02 13:22:18 main:581] : INFO : Epoch 1749 | loss: 0.0310892 | val_loss: 0.0311494 | Time: 1703.45 ms [2021-10-02 13:22:19 main:581] : INFO : Epoch 1750 | loss: 0.0310949 | val_loss: 0.0311482 | Time: 1722.2 ms [2021-10-02 13:22:21 main:581] : INFO : Epoch 1751 | loss: 0.0310899 | val_loss: 0.0311377 | Time: 1700.61 ms [2021-10-02 13:22:23 main:581] : INFO : Epoch 1752 | loss: 0.0310953 | val_loss: 0.0311512 | Time: 1700.03 ms [2021-10-02 13:22:25 main:581] : INFO : Epoch 1753 | loss: 0.0310952 | val_loss: 0.0311461 | Time: 1693.24 ms [2021-10-02 13:22:26 main:581] : INFO : Epoch 1754 | loss: 0.0311001 | val_loss: 0.0311459 | Time: 1720.76 ms [2021-10-02 13:22:28 main:581] : INFO : Epoch 1755 | loss: 0.0311134 | val_loss: 0.0311497 | Time: 1699.68 ms [2021-10-02 13:22:30 main:581] : INFO : Epoch 1756 | loss: 0.0311102 | val_loss: 0.0311421 | Time: 1713.48 ms [2021-10-02 13:22:31 main:581] : INFO : Epoch 1757 | loss: 0.0311078 | val_loss: 0.031139 | Time: 1707.56 ms [2021-10-02 13:22:33 main:581] : INFO : Epoch 1758 | loss: 0.0311101 | val_loss: 0.031134 | Time: 1704.21 ms [2021-10-02 13:22:35 main:581] : INFO : Epoch 1759 | loss: 0.0311152 | val_loss: 0.0311407 | Time: 1705.28 ms [2021-10-02 13:22:36 main:581] : INFO : Epoch 1760 | loss: 0.0311112 | val_loss: 0.0311375 | Time: 1688.47 ms [2021-10-02 13:22:38 main:581] : INFO : Epoch 1761 | loss: 0.0311147 | val_loss: 0.0311391 | Time: 1722.99 ms [2021-10-02 13:22:40 main:581] : INFO : Epoch 1762 | loss: 0.0311119 | val_loss: 0.0311441 | Time: 1712.05 ms [2021-10-02 13:22:42 main:581] : INFO : Epoch 1763 | loss: 0.0311091 | val_loss: 0.0311415 | Time: 1716.71 ms [2021-10-02 13:22:43 main:581] : INFO : Epoch 1764 | loss: 0.0311059 | val_loss: 0.0311438 | Time: 1689 ms [2021-10-02 13:22:45 main:581] : INFO : Epoch 1765 | loss: 0.0311004 | val_loss: 0.0311457 | Time: 1674.51 ms [2021-10-02 13:22:47 main:581] : INFO : Epoch 1766 | loss: 0.0311014 | val_loss: 0.0311334 | Time: 1727.7 ms [2021-10-02 13:22:48 main:581] : INFO : Epoch 1767 | loss: 0.0310975 | val_loss: 0.0311423 | Time: 1716.2 ms [2021-10-02 13:22:50 main:581] : INFO : Epoch 1768 | loss: 0.0310962 | val_loss: 0.0311428 | Time: 1701.68 ms [2021-10-02 13:22:52 main:581] : INFO : Epoch 1769 | loss: 0.0310947 | val_loss: 0.0311382 | Time: 1693.1 ms [2021-10-02 13:22:54 main:581] : INFO : Epoch 1770 | loss: 0.0310934 | val_loss: 0.0311415 | Time: 1721.34 ms [2021-10-02 13:22:55 main:581] : INFO : Epoch 1771 | loss: 0.0310928 | val_loss: 0.0311367 | Time: 1727.83 ms [2021-10-02 13:22:57 main:581] : INFO : Epoch 1772 | loss: 0.0310925 | val_loss: 0.0311407 | Time: 1731.6 ms [2021-10-02 13:22:59 main:581] : INFO : Epoch 1773 | loss: 0.0310948 | val_loss: 0.0311419 | Time: 1680.23 ms [2021-10-02 13:23:00 main:581] : INFO : Epoch 1774 | loss: 0.0310951 | val_loss: 0.0311379 | Time: 1678.27 ms [2021-10-02 13:23:02 main:581] : INFO : Epoch 1775 | loss: 0.0310947 | val_loss: 0.0311447 | Time: 1703.07 ms [2021-10-02 13:23:04 main:581] : INFO : Epoch 1776 | loss: 0.0310934 | val_loss: 0.0311407 | Time: 1687.17 ms [2021-10-02 13:23:05 main:581] : INFO : Epoch 1777 | loss: 0.0310959 | val_loss: 0.031151 | Time: 1695.26 ms [2021-10-02 13:23:07 main:581] : INFO : Epoch 1778 | loss: 0.031099 | val_loss: 0.0311408 | Time: 1680.86 ms [2021-10-02 13:23:09 main:581] : INFO : Epoch 1779 | loss: 0.0310993 | val_loss: 0.0311516 | Time: 1691.94 ms [2021-10-02 13:23:11 main:581] : INFO : Epoch 1780 | loss: 0.0310999 | val_loss: 0.0311471 | Time: 1728.63 ms [2021-10-02 13:23:12 main:581] : INFO : Epoch 1781 | loss: 0.0311019 | val_loss: 0.0311489 | Time: 1728.2 ms [2021-10-02 13:23:14 main:581] : INFO : Epoch 1782 | loss: 0.0310983 | val_loss: 0.0311504 | Time: 1725.5 ms [2021-10-02 13:23:16 main:581] : INFO : Epoch 1783 | loss: 0.0310991 | val_loss: 0.0311466 | Time: 1734.19 ms [2021-10-02 13:23:17 main:581] : INFO : Epoch 1784 | loss: 0.0310983 | val_loss: 0.0311458 | Time: 1707.37 ms [2021-10-02 13:23:19 main:581] : INFO : Epoch 1785 | loss: 0.0310966 | val_loss: 0.0311483 | Time: 1681.78 ms [2021-10-02 13:23:21 main:581] : INFO : Epoch 1786 | loss: 0.0310978 | val_loss: 0.0311372 | Time: 1709.63 ms [2021-10-02 13:23:23 main:581] : INFO : Epoch 1787 | loss: 0.0311047 | val_loss: 0.0311417 | Time: 1703.52 ms [2021-10-02 13:23:24 main:581] : INFO : Epoch 1788 | loss: 0.0311066 | val_loss: 0.0311373 | Time: 1679.3 ms [2021-10-02 13:23:26 main:581] : INFO : Epoch 1789 | loss: 0.0311045 | val_loss: 0.0311466 | Time: 1692.58 ms [2021-10-02 13:23:28 main:581] : INFO : Epoch 1790 | loss: 0.0311053 | val_loss: 0.0311413 | Time: 1712.18 ms [2021-10-02 13:23:29 main:581] : INFO : Epoch 1791 | loss: 0.0311048 | val_loss: 0.031141 | Time: 1719.57 ms [2021-10-02 13:23:31 main:581] : INFO : Epoch 1792 | loss: 0.0311022 | val_loss: 0.0311463 | Time: 1724.08 ms [2021-10-02 13:23:33 main:581] : INFO : Epoch 1793 | loss: 0.0311039 | val_loss: 0.0311438 | Time: 1718.14 ms [2021-10-02 13:23:34 main:581] : INFO : Epoch 1794 | loss: 0.0311006 | val_loss: 0.0311392 | Time: 1695.94 ms [2021-10-02 13:23:36 main:581] : INFO : Epoch 1795 | loss: 0.0310958 | val_loss: 0.0311456 | Time: 1727.45 ms [2021-10-02 13:23:38 main:581] : INFO : Epoch 1796 | loss: 0.0310952 | val_loss: 0.0311512 | Time: 1701.37 ms [2021-10-02 13:23:40 main:581] : INFO : Epoch 1797 | loss: 0.031096 | val_loss: 0.0311489 | Time: 1681.04 ms [2021-10-02 13:23:41 main:581] : INFO : Epoch 1798 | loss: 0.0310973 | val_loss: 0.0311475 | Time: 1687.84 ms [2021-10-02 13:23:43 main:581] : INFO : Epoch 1799 | loss: 0.031098 | val_loss: 0.0311404 | Time: 1722.77 ms [2021-10-02 13:23:45 main:581] : INFO : Epoch 1800 | loss: 0.0310968 | val_loss: 0.0311422 | Time: 1699.94 ms [2021-10-02 13:23:46 main:581] : INFO : Epoch 1801 | loss: 0.0310943 | val_loss: 0.0311342 | Time: 1698.37 ms [2021-10-02 13:23:48 main:581] : INFO : Epoch 1802 | loss: 0.0310922 | val_loss: 0.0311389 | Time: 1733.3 ms [2021-10-02 13:23:50 main:581] : INFO : Epoch 1803 | loss: 0.0310924 | val_loss: 0.0311374 | Time: 1706.8 ms [2021-10-02 13:23:52 main:581] : INFO : Epoch 1804 | loss: 0.0310984 | val_loss: 0.0311385 | Time: 1703.15 ms [2021-10-02 13:23:53 main:581] : INFO : Epoch 1805 | loss: 0.0310956 | val_loss: 0.0311421 | Time: 1684.16 ms [2021-10-02 13:23:55 main:581] : INFO : Epoch 1806 | loss: 0.0310957 | val_loss: 0.0311406 | Time: 1679.76 ms [2021-10-02 13:23:57 main:581] : INFO : Epoch 1807 | loss: 0.0310928 | val_loss: 0.0311377 | Time: 1688.01 ms [2021-10-02 13:23:58 main:581] : INFO : Epoch 1808 | loss: 0.0310991 | val_loss: 0.0311436 | Time: 1717.24 ms [2021-10-02 13:24:00 main:581] : INFO : Epoch 1809 | loss: 0.0310965 | val_loss: 0.0311405 | Time: 1721.49 ms [2021-10-02 13:24:02 main:581] : INFO : Epoch 1810 | loss: 0.0310947 | val_loss: 0.031143 | Time: 1668.77 ms [2021-10-02 13:24:03 main:581] : INFO : Epoch 1811 | loss: 0.0310918 | val_loss: 0.0311399 | Time: 1703.86 ms [2021-10-02 13:24:05 main:581] : INFO : Epoch 1812 | loss: 0.0310909 | val_loss: 0.0311401 | Time: 1704.48 ms [2021-10-02 13:24:07 main:581] : INFO : Epoch 1813 | loss: 0.0310886 | val_loss: 0.0311407 | Time: 1699.63 ms [2021-10-02 13:24:08 main:581] : INFO : Epoch 1814 | loss: 0.0310899 | val_loss: 0.031143 | Time: 1684.42 ms [2021-10-02 13:24:10 main:581] : INFO : Epoch 1815 | loss: 0.0310883 | val_loss: 0.0311493 | Time: 1697.44 ms [2021-10-02 13:24:12 main:581] : INFO : Epoch 1816 | loss: 0.0310866 | val_loss: 0.0311408 | Time: 1686.23 ms [2021-10-02 13:24:14 main:581] : INFO : Epoch 1817 | loss: 0.0310891 | val_loss: 0.0311544 | Time: 1695.7 ms [2021-10-02 13:24:15 main:581] : INFO : Epoch 1818 | loss: 0.0310885 | val_loss: 0.0311399 | Time: 1721.66 ms [2021-10-02 13:24:17 main:581] : INFO : Epoch 1819 | loss: 0.0310871 | val_loss: 0.0311528 | Time: 1658.14 ms [2021-10-02 13:24:19 main:581] : INFO : Epoch 1820 | loss: 0.0310899 | val_loss: 0.0311414 | Time: 1710.05 ms [2021-10-02 13:24:20 main:581] : INFO : Epoch 1821 | loss: 0.0310904 | val_loss: 0.0311507 | Time: 1687.63 ms [2021-10-02 13:24:22 main:581] : INFO : Epoch 1822 | loss: 0.0310938 | val_loss: 0.0311403 | Time: 1699.36 ms [2021-10-02 13:24:24 main:581] : INFO : Epoch 1823 | loss: 0.0310966 | val_loss: 0.0311414 | Time: 1718.29 ms [2021-10-02 13:24:26 main:581] : INFO : Epoch 1824 | loss: 0.0310926 | val_loss: 0.0311446 | Time: 1727.26 ms [2021-10-02 13:24:27 main:581] : INFO : Epoch 1825 | loss: 0.0310898 | val_loss: 0.0311461 | Time: 1697.44 ms [2021-10-02 13:24:29 main:581] : INFO : Epoch 1826 | loss: 0.0310919 | val_loss: 0.0311372 | Time: 1690.79 ms [2021-10-02 13:24:31 main:581] : INFO : Epoch 1827 | loss: 0.031087 | val_loss: 0.0311468 | Time: 1697.07 ms [2021-10-02 13:24:32 main:581] : INFO : Epoch 1828 | loss: 0.031085 | val_loss: 0.0311496 | Time: 1691.55 ms [2021-10-02 13:24:34 main:581] : INFO : Epoch 1829 | loss: 0.031091 | val_loss: 0.031141 | Time: 1702.83 ms [2021-10-02 13:24:36 main:581] : INFO : Epoch 1830 | loss: 0.031092 | val_loss: 0.0311516 | Time: 1697.67 ms [2021-10-02 13:24:37 main:581] : INFO : Epoch 1831 | loss: 0.0310864 | val_loss: 0.0311512 | Time: 1697.07 ms [2021-10-02 13:24:39 main:581] : INFO : Epoch 1832 | loss: 0.0310845 | val_loss: 0.0311493 | Time: 1700.4 ms [2021-10-02 13:24:41 main:581] : INFO : Epoch 1833 | loss: 0.0310851 | val_loss: 0.0311556 | Time: 1702.76 ms [2021-10-02 13:24:42 main:581] : INFO : Epoch 1834 | loss: 0.0310838 | val_loss: 0.0311488 | Time: 1697.9 ms [2021-10-02 13:24:44 main:581] : INFO : Epoch 1835 | loss: 0.0310864 | val_loss: 0.0311424 | Time: 1723.44 ms [2021-10-02 13:24:46 main:581] : INFO : Epoch 1836 | loss: 0.0310875 | val_loss: 0.0311586 | Time: 1688.13 ms [2021-10-02 13:24:48 main:581] : INFO : Epoch 1837 | loss: 0.0310841 | val_loss: 0.0311559 | Time: 1717.16 ms [2021-10-02 13:24:49 main:581] : INFO : Epoch 1838 | loss: 0.0310887 | val_loss: 0.0311388 | Time: 1717.89 ms [2021-10-02 13:24:51 main:581] : INFO : Epoch 1839 | loss: 0.031093 | val_loss: 0.0311463 | Time: 1722.21 ms [2021-10-02 13:24:53 main:581] : INFO : Epoch 1840 | loss: 0.0310946 | val_loss: 0.031141 | Time: 1706.59 ms [2021-10-02 13:24:55 main:581] : INFO : Epoch 1841 | loss: 0.0311008 | val_loss: 0.0311399 | Time: 1732.85 ms [2021-10-02 13:24:56 main:581] : INFO : Epoch 1842 | loss: 0.0310913 | val_loss: 0.0311418 | Time: 1704.37 ms [2021-10-02 13:24:58 main:581] : INFO : Epoch 1843 | loss: 0.03109 | val_loss: 0.0311504 | Time: 1687.13 ms [2021-10-02 13:25:00 main:581] : INFO : Epoch 1844 | loss: 0.0310913 | val_loss: 0.0311405 | Time: 1728.88 ms [2021-10-02 13:25:01 main:581] : INFO : Epoch 1845 | loss: 0.0310872 | val_loss: 0.0311473 | Time: 1684.34 ms [2021-10-02 13:25:03 main:581] : INFO : Epoch 1846 | loss: 0.0310858 | val_loss: 0.0311418 | Time: 1687.93 ms [2021-10-02 13:25:05 main:581] : INFO : Epoch 1847 | loss: 0.0310867 | val_loss: 0.0311469 | Time: 1711.64 ms [2021-10-02 13:25:06 main:581] : INFO : Epoch 1848 | loss: 0.031088 | val_loss: 0.0311427 | Time: 1694.82 ms [2021-10-02 13:25:08 main:581] : INFO : Epoch 1849 | loss: 0.0310902 | val_loss: 0.0311361 | Time: 1707.69 ms [2021-10-02 13:25:10 main:581] : INFO : Epoch 1850 | loss: 0.0310962 | val_loss: 0.0311412 | Time: 1704.5 ms [2021-10-02 13:25:12 main:581] : INFO : Epoch 1851 | loss: 0.0310937 | val_loss: 0.0311445 | Time: 1698.34 ms [2021-10-02 13:25:13 main:581] : INFO : Epoch 1852 | loss: 0.0310952 | val_loss: 0.0311481 | Time: 1709 ms [2021-10-02 13:25:15 main:581] : INFO : Epoch 1853 | loss: 0.0310973 | val_loss: 0.0311484 | Time: 1698.38 ms [2021-10-02 13:25:17 main:581] : INFO : Epoch 1854 | loss: 0.0311005 | val_loss: 0.0311484 | Time: 1673.34 ms [2021-10-02 13:25:18 main:581] : INFO : Epoch 1855 | loss: 0.0311021 | val_loss: 0.03114 | Time: 1720.58 ms [2021-10-02 13:25:20 main:581] : INFO : Epoch 1856 | loss: 0.0311061 | val_loss: 0.0311438 | Time: 1703.62 ms [2021-10-02 13:25:22 main:581] : INFO : Epoch 1857 | loss: 0.0311039 | val_loss: 0.0311393 | Time: 1705.46 ms [2021-10-02 13:25:23 main:581] : INFO : Epoch 1858 | loss: 0.0311004 | val_loss: 0.0311436 | Time: 1712.41 ms [2021-10-02 13:25:25 main:581] : INFO : Epoch 1859 | loss: 0.0311023 | val_loss: 0.0311496 | Time: 1679 ms [2021-10-02 13:25:27 main:581] : INFO : Epoch 1860 | loss: 0.0310993 | val_loss: 0.0311424 | Time: 1719.22 ms [2021-10-02 13:25:29 main:581] : INFO : Epoch 1861 | loss: 0.0310958 | val_loss: 0.0311488 | Time: 1690.9 ms [2021-10-02 13:25:30 main:581] : INFO : Epoch 1862 | loss: 0.0310969 | val_loss: 0.031147 | Time: 1713.98 ms [2021-10-02 13:25:32 main:581] : INFO : Epoch 1863 | loss: 0.0311004 | val_loss: 0.0311492 | Time: 1663.62 ms [2021-10-02 13:25:34 main:581] : INFO : Epoch 1864 | loss: 0.0310986 | val_loss: 0.0311405 | Time: 1697.3 ms [2021-10-02 13:25:35 main:581] : INFO : Epoch 1865 | loss: 0.0310964 | val_loss: 0.0311415 | Time: 1713.52 ms [2021-10-02 13:25:37 main:581] : INFO : Epoch 1866 | loss: 0.0310944 | val_loss: 0.0311397 | Time: 1693.78 ms [2021-10-02 13:25:39 main:581] : INFO : Epoch 1867 | loss: 0.031095 | val_loss: 0.0311474 | Time: 1712.2 ms [2021-10-02 13:25:40 main:581] : INFO : Epoch 1868 | loss: 0.0310934 | val_loss: 0.0311445 | Time: 1696.68 ms [2021-10-02 13:25:42 main:581] : INFO : Epoch 1869 | loss: 0.0310885 | val_loss: 0.0311361 | Time: 1688.72 ms [2021-10-02 13:25:44 main:581] : INFO : Epoch 1870 | loss: 0.0310907 | val_loss: 0.0311401 | Time: 1718.84 ms [2021-10-02 13:25:46 main:581] : INFO : Epoch 1871 | loss: 0.0310929 | val_loss: 0.0311358 | Time: 1721.91 ms [2021-10-02 13:25:47 main:581] : INFO : Epoch 1872 | loss: 0.0310906 | val_loss: 0.0311357 | Time: 1683.49 ms [2021-10-02 13:25:49 main:581] : INFO : Epoch 1873 | loss: 0.0310888 | val_loss: 0.0311407 | Time: 1714.92 ms [2021-10-02 13:25:51 main:581] : INFO : Epoch 1874 | loss: 0.0310884 | val_loss: 0.0311416 | Time: 1684.59 ms [2021-10-02 13:25:52 main:581] : INFO : Epoch 1875 | loss: 0.0310907 | val_loss: 0.0311384 | Time: 1685.58 ms [2021-10-02 13:25:54 main:581] : INFO : Epoch 1876 | loss: 0.0310895 | val_loss: 0.0311374 | Time: 1681.01 ms [2021-10-02 13:25:56 main:581] : INFO : Epoch 1877 | loss: 0.0310902 | val_loss: 0.0311398 | Time: 1721.22 ms [2021-10-02 13:25:57 main:581] : INFO : Epoch 1878 | loss: 0.0310917 | val_loss: 0.0311334 | Time: 1699.02 ms [2021-10-02 13:25:59 main:581] : INFO : Epoch 1879 | loss: 0.0310891 | val_loss: 0.0311369 | Time: 1689.25 ms [2021-10-02 13:26:01 main:581] : INFO : Epoch 1880 | loss: 0.0310899 | val_loss: 0.0311415 | Time: 1702.02 ms [2021-10-02 13:26:03 main:581] : INFO : Epoch 1881 | loss: 0.03109 | val_loss: 0.031143 | Time: 1699.82 ms [2021-10-02 13:26:04 main:581] : INFO : Epoch 1882 | loss: 0.0310943 | val_loss: 0.0311411 | Time: 1705.91 ms [2021-10-02 13:26:06 main:581] : INFO : Epoch 1883 | loss: 0.0310903 | val_loss: 0.0311476 | Time: 1719 ms [2021-10-02 13:26:08 main:581] : INFO : Epoch 1884 | loss: 0.0310907 | val_loss: 0.0311433 | Time: 1701.13 ms [2021-10-02 13:26:09 main:581] : INFO : Epoch 1885 | loss: 0.0310928 | val_loss: 0.0311441 | Time: 1701.03 ms [2021-10-02 13:26:11 main:581] : INFO : Epoch 1886 | loss: 0.0310894 | val_loss: 0.0311434 | Time: 1698.61 ms [2021-10-02 13:26:13 main:581] : INFO : Epoch 1887 | loss: 0.0310852 | val_loss: 0.0311423 | Time: 1697.89 ms [2021-10-02 13:26:14 main:581] : INFO : Epoch 1888 | loss: 0.0310934 | val_loss: 0.031143 | Time: 1699.93 ms [2021-10-02 13:26:16 main:581] : INFO : Epoch 1889 | loss: 0.0311007 | val_loss: 0.0311364 | Time: 1705.19 ms [2021-10-02 13:26:18 main:581] : INFO : Epoch 1890 | loss: 0.0311005 | val_loss: 0.0311391 | Time: 1696.4 ms [2021-10-02 13:26:19 main:581] : INFO : Epoch 1891 | loss: 0.0310981 | val_loss: 0.0311463 | Time: 1649.96 ms [2021-10-02 13:26:21 main:581] : INFO : Epoch 1892 | loss: 0.0310946 | val_loss: 0.0311375 | Time: 1695.84 ms [2021-10-02 13:26:23 main:581] : INFO : Epoch 1893 | loss: 0.0310931 | val_loss: 0.0311508 | Time: 1695.49 ms [2021-10-02 13:26:25 main:581] : INFO : Epoch 1894 | loss: 0.0310923 | val_loss: 0.0311382 | Time: 1700.45 ms [2021-10-02 13:26:26 main:581] : INFO : Epoch 1895 | loss: 0.0310891 | val_loss: 0.0311393 | Time: 1727.31 ms [2021-10-02 13:26:28 main:581] : INFO : Epoch 1896 | loss: 0.0310881 | val_loss: 0.0311394 | Time: 1672.95 ms [2021-10-02 13:26:30 main:581] : INFO : Epoch 1897 | loss: 0.0310868 | val_loss: 0.0311388 | Time: 1718.82 ms [2021-10-02 13:26:31 main:581] : INFO : Epoch 1898 | loss: 0.0310865 | val_loss: 0.0311397 | Time: 1713.99 ms [2021-10-02 13:26:33 main:581] : INFO : Epoch 1899 | loss: 0.0310871 | val_loss: 0.0311413 | Time: 1718.39 ms [2021-10-02 13:26:35 main:581] : INFO : Epoch 1900 | loss: 0.031083 | val_loss: 0.0311411 | Time: 1704.18 ms [2021-10-02 13:26:37 main:581] : INFO : Epoch 1901 | loss: 0.0310848 | val_loss: 0.0311376 | Time: 1710.9 ms [2021-10-02 13:26:38 main:581] : INFO : Epoch 1902 | loss: 0.0310901 | val_loss: 0.0311326 | Time: 1722.83 ms [2021-10-02 13:26:40 main:581] : INFO : Epoch 1903 | loss: 0.0310893 | val_loss: 0.0311442 | Time: 1698.49 ms [2021-10-02 13:26:42 main:581] : INFO : Epoch 1904 | loss: 0.0310888 | val_loss: 0.0311445 | Time: 1704.7 ms [2021-10-02 13:26:43 main:581] : INFO : Epoch 1905 | loss: 0.0310917 | val_loss: 0.0311421 | Time: 1706.77 ms [2021-10-02 13:26:45 main:581] : INFO : Epoch 1906 | loss: 0.0310922 | val_loss: 0.0311347 | Time: 1699.64 ms [2021-10-02 13:26:47 main:581] : INFO : Epoch 1907 | loss: 0.0310905 | val_loss: 0.0311455 | Time: 1685.92 ms [2021-10-02 13:26:48 main:581] : INFO : Epoch 1908 | loss: 0.0310932 | val_loss: 0.0311463 | Time: 1710.26 ms [2021-10-02 13:26:50 main:581] : INFO : Epoch 1909 | loss: 0.0310917 | val_loss: 0.0311395 | Time: 1711.9 ms [2021-10-02 13:26:52 main:581] : INFO : Epoch 1910 | loss: 0.0310869 | val_loss: 0.0311398 | Time: 1697.2 ms [2021-10-02 13:26:54 main:581] : INFO : Epoch 1911 | loss: 0.0310843 | val_loss: 0.0311403 | Time: 1741.01 ms [2021-10-02 13:26:55 main:581] : INFO : Epoch 1912 | loss: 0.0310842 | val_loss: 0.0311441 | Time: 1703.19 ms [2021-10-02 13:26:57 main:581] : INFO : Epoch 1913 | loss: 0.0311033 | val_loss: 0.0311474 | Time: 1664.63 ms [2021-10-02 13:26:59 main:581] : INFO : Epoch 1914 | loss: 0.0311043 | val_loss: 0.03114 | Time: 1698.66 ms [2021-10-02 13:27:00 main:581] : INFO : Epoch 1915 | loss: 0.0311002 | val_loss: 0.0311375 | Time: 1697.27 ms [2021-10-02 13:27:02 main:581] : INFO : Epoch 1916 | loss: 0.0310968 | val_loss: 0.0311396 | Time: 1685.61 ms [2021-10-02 13:27:04 main:581] : INFO : Epoch 1917 | loss: 0.031095 | val_loss: 0.0311413 | Time: 1652.23 ms [2021-10-02 13:27:05 main:581] : INFO : Epoch 1918 | loss: 0.0310932 | val_loss: 0.0311389 | Time: 1696.11 ms [2021-10-02 13:27:07 main:581] : INFO : Epoch 1919 | loss: 0.0311028 | val_loss: 0.0311403 | Time: 1705.99 ms [2021-10-02 13:27:09 main:581] : INFO : Epoch 1920 | loss: 0.0310975 | val_loss: 0.031139 | Time: 1713.15 ms [2021-10-02 13:27:11 main:581] : INFO : Epoch 1921 | loss: 0.0310934 | val_loss: 0.0311434 | Time: 1716.7 ms [2021-10-02 13:27:12 main:581] : INFO : Epoch 1922 | loss: 0.0310914 | val_loss: 0.0311449 | Time: 1705.1 ms [2021-10-02 13:27:14 main:581] : INFO : Epoch 1923 | loss: 0.0310919 | val_loss: 0.0311368 | Time: 1745.1 ms [2021-10-02 13:27:16 main:581] : INFO : Epoch 1924 | loss: 0.0310901 | val_loss: 0.0311406 | Time: 1692.05 ms [2021-10-02 13:27:17 main:581] : INFO : Epoch 1925 | loss: 0.0310882 | val_loss: 0.0311416 | Time: 1711.28 ms [2021-10-02 13:27:19 main:581] : INFO : Epoch 1926 | loss: 0.0310871 | val_loss: 0.0311428 | Time: 1684.24 ms [2021-10-02 13:27:21 main:581] : INFO : Epoch 1927 | loss: 0.0310853 | val_loss: 0.0311547 | Time: 1702.97 ms [2021-10-02 13:27:23 main:581] : INFO : Epoch 1928 | loss: 0.0310853 | val_loss: 0.031143 | Time: 1695.57 ms [2021-10-02 13:27:24 main:581] : INFO : Epoch 1929 | loss: 0.0310857 | val_loss: 0.031144 | Time: 1718.54 ms [2021-10-02 13:27:26 main:581] : INFO : Epoch 1930 | loss: 0.0310873 | val_loss: 0.0311408 | Time: 1709.19 ms [2021-10-02 13:27:28 main:581] : INFO : Epoch 1931 | loss: 0.0311004 | val_loss: 0.0311348 | Time: 1710.95 ms [2021-10-02 13:27:29 main:581] : INFO : Epoch 1932 | loss: 0.0311011 | val_loss: 0.0311441 | Time: 1683.45 ms [2021-10-02 13:27:31 main:581] : INFO : Epoch 1933 | loss: 0.0311018 | val_loss: 0.0311439 | Time: 1695.84 ms [2021-10-02 13:27:33 main:581] : INFO : Epoch 1934 | loss: 0.0310972 | val_loss: 0.0311403 | Time: 1715.92 ms [2021-10-02 13:27:34 main:581] : INFO : Epoch 1935 | loss: 0.0310994 | val_loss: 0.0311472 | Time: 1719.98 ms [2021-10-02 13:27:36 main:581] : INFO : Epoch 1936 | loss: 0.0311069 | val_loss: 0.0311658 | Time: 1717 ms [2021-10-02 13:27:38 main:581] : INFO : Epoch 1937 | loss: 0.0311123 | val_loss: 0.0311439 | Time: 1687.76 ms [2021-10-02 13:27:40 main:581] : INFO : Epoch 1938 | loss: 0.0311059 | val_loss: 0.0311543 | Time: 1716.64 ms [2021-10-02 13:27:41 main:581] : INFO : Epoch 1939 | loss: 0.0310957 | val_loss: 0.0311466 | Time: 1683.14 ms [2021-10-02 13:27:43 main:581] : INFO : Epoch 1940 | loss: 0.0310903 | val_loss: 0.0311413 | Time: 1714.81 ms [2021-10-02 13:27:45 main:581] : INFO : Epoch 1941 | loss: 0.0310879 | val_loss: 0.031145 | Time: 1707.23 ms [2021-10-02 13:27:46 main:581] : INFO : Epoch 1942 | loss: 0.0310868 | val_loss: 0.0311427 | Time: 1686.34 ms [2021-10-02 13:27:48 main:581] : INFO : Epoch 1943 | loss: 0.0310867 | val_loss: 0.0311447 | Time: 1710.17 ms [2021-10-02 13:27:50 main:581] : INFO : Epoch 1944 | loss: 0.0310856 | val_loss: 0.0311435 | Time: 1691.8 ms [2021-10-02 13:27:51 main:581] : INFO : Epoch 1945 | loss: 0.0310836 | val_loss: 0.0311412 | Time: 1709.21 ms [2021-10-02 13:27:53 main:581] : INFO : Epoch 1946 | loss: 0.031084 | val_loss: 0.0311404 | Time: 1704.04 ms [2021-10-02 13:27:55 main:581] : INFO : Epoch 1947 | loss: 0.0310823 | val_loss: 0.0311399 | Time: 1707.87 ms [2021-10-02 13:27:57 main:581] : INFO : Epoch 1948 | loss: 0.0310826 | val_loss: 0.0311393 | Time: 1716.42 ms [2021-10-02 13:27:58 main:581] : INFO : Epoch 1949 | loss: 0.0310803 | val_loss: 0.0311427 | Time: 1689.16 ms [2021-10-02 13:28:00 main:581] : INFO : Epoch 1950 | loss: 0.0310807 | val_loss: 0.0311505 | Time: 1688.89 ms [2021-10-02 13:28:02 main:581] : INFO : Epoch 1951 | loss: 0.0310793 | val_loss: 0.0311431 | Time: 1676.54 ms [2021-10-02 13:28:03 main:581] : INFO : Epoch 1952 | loss: 0.0310807 | val_loss: 0.0311431 | Time: 1694.75 ms [2021-10-02 13:28:05 main:581] : INFO : Epoch 1953 | loss: 0.0310823 | val_loss: 0.0311378 | Time: 1706.29 ms [2021-10-02 13:28:07 main:581] : INFO : Epoch 1954 | loss: 0.0310894 | val_loss: 0.0311432 | Time: 1701.16 ms [2021-10-02 13:28:08 main:581] : INFO : Epoch 1955 | loss: 0.0310922 | val_loss: 0.031135 | Time: 1706.89 ms [2021-10-02 13:28:10 main:581] : INFO : Epoch 1956 | loss: 0.0310894 | val_loss: 0.0311417 | Time: 1690.91 ms [2021-10-02 13:28:12 main:581] : INFO : Epoch 1957 | loss: 0.0310982 | val_loss: 0.0311373 | Time: 1723.07 ms [2021-10-02 13:28:14 main:581] : INFO : Epoch 1958 | loss: 0.0310954 | val_loss: 0.031147 | Time: 1701.26 ms [2021-10-02 13:28:15 main:581] : INFO : Epoch 1959 | loss: 0.0310932 | val_loss: 0.0311404 | Time: 1704.98 ms [2021-10-02 13:28:17 main:581] : INFO : Epoch 1960 | loss: 0.0310947 | val_loss: 0.0311438 | Time: 1691.9 ms [2021-10-02 13:28:19 main:581] : INFO : Epoch 1961 | loss: 0.0311034 | val_loss: 0.0311459 | Time: 1715.23 ms [2021-10-02 13:28:20 main:581] : INFO : Epoch 1962 | loss: 0.0311016 | val_loss: 0.0311396 | Time: 1691.87 ms [2021-10-02 13:28:22 main:581] : INFO : Epoch 1963 | loss: 0.0310973 | val_loss: 0.0311448 | Time: 1702.58 ms [2021-10-02 13:28:24 main:581] : INFO : Epoch 1964 | loss: 0.0310927 | val_loss: 0.0311405 | Time: 1700.4 ms [2021-10-02 13:28:26 main:581] : INFO : Epoch 1965 | loss: 0.0310905 | val_loss: 0.0311395 | Time: 1716.46 ms [2021-10-02 13:28:27 main:581] : INFO : Epoch 1966 | loss: 0.0310894 | val_loss: 0.0311362 | Time: 1731.07 ms [2021-10-02 13:28:29 main:581] : INFO : Epoch 1967 | loss: 0.0310889 | val_loss: 0.0311492 | Time: 1687.7 ms [2021-10-02 13:28:31 main:581] : INFO : Epoch 1968 | loss: 0.0310871 | val_loss: 0.0311388 | Time: 1682.45 ms [2021-10-02 13:28:32 main:581] : INFO : Epoch 1969 | loss: 0.0310859 | val_loss: 0.0311498 | Time: 1683.66 ms [2021-10-02 13:28:34 main:581] : INFO : Epoch 1970 | loss: 0.0310854 | val_loss: 0.0311436 | Time: 1696.75 ms [2021-10-02 13:28:36 main:581] : INFO : Epoch 1971 | loss: 0.0310834 | val_loss: 0.0311529 | Time: 1697.38 ms [2021-10-02 13:28:37 main:581] : INFO : Epoch 1972 | loss: 0.0310851 | val_loss: 0.031141 | Time: 1683.41 ms [2021-10-02 13:28:39 main:581] : INFO : Epoch 1973 | loss: 0.0310926 | val_loss: 0.0311453 | Time: 1708.76 ms [2021-10-02 13:28:41 main:581] : INFO : Epoch 1974 | loss: 0.0310891 | val_loss: 0.0311401 | Time: 1722.15 ms [2021-10-02 13:28:43 main:581] : INFO : Epoch 1975 | loss: 0.0310886 | val_loss: 0.03115 | Time: 1700.37 ms [2021-10-02 13:28:44 main:581] : INFO : Epoch 1976 | loss: 0.031091 | val_loss: 0.0311474 | Time: 1678.44 ms [2021-10-02 13:28:46 main:581] : INFO : Epoch 1977 | loss: 0.0310941 | val_loss: 0.0311537 | Time: 1720.77 ms [2021-10-02 13:28:48 main:581] : INFO : Epoch 1978 | loss: 0.0310875 | val_loss: 0.0311486 | Time: 1707.42 ms [2021-10-02 13:28:49 main:581] : INFO : Epoch 1979 | loss: 0.0310887 | val_loss: 0.0311484 | Time: 1683.73 ms [2021-10-02 13:28:51 main:581] : INFO : Epoch 1980 | loss: 0.0310874 | val_loss: 0.0311459 | Time: 1682.62 ms [2021-10-02 13:28:53 main:581] : INFO : Epoch 1981 | loss: 0.0310842 | val_loss: 0.0311404 | Time: 1686.02 ms [2021-10-02 13:28:54 main:581] : INFO : Epoch 1982 | loss: 0.0310816 | val_loss: 0.0311447 | Time: 1708.26 ms [2021-10-02 13:28:56 main:581] : INFO : Epoch 1983 | loss: 0.0310826 | val_loss: 0.0311434 | Time: 1717.01 ms [2021-10-02 13:28:58 main:581] : INFO : Epoch 1984 | loss: 0.031082 | val_loss: 0.0311438 | Time: 1683.06 ms [2021-10-02 13:28:59 main:581] : INFO : Epoch 1985 | loss: 0.0310804 | val_loss: 0.031141 | Time: 1687.87 ms [2021-10-02 13:29:01 main:581] : INFO : Epoch 1986 | loss: 0.0310816 | val_loss: 0.0311595 | Time: 1707.95 ms [2021-10-02 13:29:03 main:581] : INFO : Epoch 1987 | loss: 0.0310798 | val_loss: 0.0311444 | Time: 1720.24 ms [2021-10-02 13:29:05 main:581] : INFO : Epoch 1988 | loss: 0.0310811 | val_loss: 0.0311503 | Time: 1707.33 ms [2021-10-02 13:29:06 main:581] : INFO : Epoch 1989 | loss: 0.0310825 | val_loss: 0.0311522 | Time: 1719.43 ms [2021-10-02 13:29:08 main:581] : INFO : Epoch 1990 | loss: 0.0310804 | val_loss: 0.031154 | Time: 1706.96 ms [2021-10-02 13:29:10 main:581] : INFO : Epoch 1991 | loss: 0.0310797 | val_loss: 0.0311471 | Time: 1709.26 ms [2021-10-02 13:29:11 main:581] : INFO : Epoch 1992 | loss: 0.0310797 | val_loss: 0.0311447 | Time: 1703.39 ms [2021-10-02 13:29:13 main:581] : INFO : Epoch 1993 | loss: 0.0310812 | val_loss: 0.0311451 | Time: 1659.67 ms [2021-10-02 13:29:15 main:581] : INFO : Epoch 1994 | loss: 0.0310788 | val_loss: 0.0311414 | Time: 1716.33 ms [2021-10-02 13:29:17 main:581] : INFO : Epoch 1995 | loss: 0.031079 | val_loss: 0.0311573 | Time: 1685.16 ms [2021-10-02 13:29:18 main:581] : INFO : Epoch 1996 | loss: 0.0310774 | val_loss: 0.0311455 | Time: 1689.05 ms [2021-10-02 13:29:20 main:581] : INFO : Epoch 1997 | loss: 0.0310809 | val_loss: 0.0311429 | Time: 1713.06 ms [2021-10-02 13:29:22 main:581] : INFO : Epoch 1998 | loss: 0.031082 | val_loss: 0.0311553 | Time: 1688.09 ms [2021-10-02 13:29:23 main:581] : INFO : Epoch 1999 | loss: 0.0310842 | val_loss: 0.0311394 | Time: 1686.09 ms [2021-10-02 13:29:25 main:581] : INFO : Epoch 2000 | loss: 0.031089 | val_loss: 0.0311508 | Time: 1712.11 ms [2021-10-02 13:29:27 main:581] : INFO : Epoch 2001 | loss: 0.0310842 | val_loss: 0.0311458 | Time: 1685.59 ms [2021-10-02 13:29:28 main:581] : INFO : Epoch 2002 | loss: 0.0310966 | val_loss: 0.031148 | Time: 1727.63 ms [2021-10-02 13:29:30 main:581] : INFO : Epoch 2003 | loss: 0.0311016 | val_loss: 0.0311369 | Time: 1717.58 ms [2021-10-02 13:29:32 main:581] : INFO : Epoch 2004 | loss: 0.0311015 | val_loss: 0.0311426 | Time: 1685.87 ms [2021-10-02 13:29:34 main:581] : INFO : Epoch 2005 | loss: 0.0310967 | val_loss: 0.0311357 | Time: 1690.7 ms [2021-10-02 13:29:35 main:581] : INFO : Epoch 2006 | loss: 0.0310901 | val_loss: 0.0311346 | Time: 1686.42 ms [2021-10-02 13:29:37 main:581] : INFO : Epoch 2007 | loss: 0.0310877 | val_loss: 0.0311415 | Time: 1702.41 ms [2021-10-02 13:29:39 main:581] : INFO : Epoch 2008 | loss: 0.0310875 | val_loss: 0.0311395 | Time: 1718.06 ms [2021-10-02 13:29:40 main:581] : INFO : Epoch 2009 | loss: 0.0310845 | val_loss: 0.031132 | Time: 1718.43 ms [2021-10-02 13:29:42 main:581] : INFO : Epoch 2010 | loss: 0.0310869 | val_loss: 0.0311468 | Time: 1709.58 ms [2021-10-02 13:29:44 main:581] : INFO : Epoch 2011 | loss: 0.0310902 | val_loss: 0.0311366 | Time: 1716.67 ms [2021-10-02 13:29:45 main:581] : INFO : Epoch 2012 | loss: 0.0310875 | val_loss: 0.0311484 | Time: 1700.02 ms [2021-10-02 13:29:47 main:581] : INFO : Epoch 2013 | loss: 0.0310885 | val_loss: 0.0311431 | Time: 1708.68 ms [2021-10-02 13:29:49 main:581] : INFO : Epoch 2014 | loss: 0.031091 | val_loss: 0.0311447 | Time: 1719.71 ms [2021-10-02 13:29:51 main:581] : INFO : Epoch 2015 | loss: 0.0310903 | val_loss: 0.0311397 | Time: 1716.13 ms [2021-10-02 13:29:52 main:581] : INFO : Epoch 2016 | loss: 0.03109 | val_loss: 0.0311381 | Time: 1707.88 ms [2021-10-02 13:29:54 main:581] : INFO : Epoch 2017 | loss: 0.0310909 | val_loss: 0.0311473 | Time: 1693.93 ms [2021-10-02 13:29:56 main:581] : INFO : Epoch 2018 | loss: 0.0310948 | val_loss: 0.0311391 | Time: 1714.27 ms [2021-10-02 13:29:57 main:581] : INFO : Epoch 2019 | loss: 0.0310939 | val_loss: 0.0311303 | Time: 1723.43 ms [2021-10-02 13:29:59 main:581] : INFO : Epoch 2020 | loss: 0.0310942 | val_loss: 0.0311364 | Time: 1716.81 ms [2021-10-02 13:30:01 main:581] : INFO : Epoch 2021 | loss: 0.0310885 | val_loss: 0.0311373 | Time: 1654.27 ms [2021-10-02 13:30:02 main:581] : INFO : Epoch 2022 | loss: 0.0310865 | val_loss: 0.0311391 | Time: 1667.57 ms [2021-10-02 13:30:04 main:581] : INFO : Epoch 2023 | loss: 0.0310889 | val_loss: 0.0311361 | Time: 1707.12 ms [2021-10-02 13:30:06 main:581] : INFO : Epoch 2024 | loss: 0.0310902 | val_loss: 0.0311377 | Time: 1684.75 ms [2021-10-02 13:30:08 main:581] : INFO : Epoch 2025 | loss: 0.03109 | val_loss: 0.0311408 | Time: 1705.19 ms [2021-10-02 13:30:09 main:581] : INFO : Epoch 2026 | loss: 0.0310877 | val_loss: 0.0311441 | Time: 1689.32 ms [2021-10-02 13:30:11 main:581] : INFO : Epoch 2027 | loss: 0.0310877 | val_loss: 0.031133 | Time: 1649.74 ms [2021-10-02 13:30:13 main:581] : INFO : Epoch 2028 | loss: 0.03109 | val_loss: 0.0311395 | Time: 1677.25 ms [2021-10-02 13:30:14 main:581] : INFO : Epoch 2029 | loss: 0.0310886 | val_loss: 0.0311362 | Time: 1677.64 ms [2021-10-02 13:30:16 main:581] : INFO : Epoch 2030 | loss: 0.0310862 | val_loss: 0.0311444 | Time: 1704.36 ms [2021-10-02 13:30:18 main:581] : INFO : Epoch 2031 | loss: 0.0310853 | val_loss: 0.0311344 | Time: 1713.04 ms [2021-10-02 13:30:19 main:581] : INFO : Epoch 2032 | loss: 0.0310834 | val_loss: 0.0311396 | Time: 1692.34 ms [2021-10-02 13:30:21 main:581] : INFO : Epoch 2033 | loss: 0.0310865 | val_loss: 0.0311324 | Time: 1674.98 ms [2021-10-02 13:30:23 main:581] : INFO : Epoch 2034 | loss: 0.0310936 | val_loss: 0.0311388 | Time: 1695.8 ms [2021-10-02 13:30:24 main:581] : INFO : Epoch 2035 | loss: 0.0310961 | val_loss: 0.0311436 | Time: 1682.17 ms [2021-10-02 13:30:26 main:581] : INFO : Epoch 2036 | loss: 0.0310962 | val_loss: 0.0311403 | Time: 1654.72 ms [2021-10-02 13:30:28 main:581] : INFO : Epoch 2037 | loss: 0.0310949 | val_loss: 0.0311351 | Time: 1714.81 ms [2021-10-02 13:30:29 main:581] : INFO : Epoch 2038 | loss: 0.0310881 | val_loss: 0.0311355 | Time: 1675.01 ms [2021-10-02 13:30:31 main:581] : INFO : Epoch 2039 | loss: 0.0310887 | val_loss: 0.0311384 | Time: 1726.4 ms [2021-10-02 13:30:33 main:581] : INFO : Epoch 2040 | loss: 0.0310919 | val_loss: 0.0311344 | Time: 1682.64 ms [2021-10-02 13:30:35 main:581] : INFO : Epoch 2041 | loss: 0.0310895 | val_loss: 0.0311407 | Time: 1713.91 ms [2021-10-02 13:30:36 main:581] : INFO : Epoch 2042 | loss: 0.0310875 | val_loss: 0.0311414 | Time: 1731.24 ms [2021-10-02 13:30:38 main:581] : INFO : Epoch 2043 | loss: 0.0310857 | val_loss: 0.0311438 | Time: 1700.83 ms [2021-10-02 13:30:40 main:581] : INFO : Epoch 2044 | loss: 0.031087 | val_loss: 0.0311367 | Time: 1704.64 ms [2021-10-02 13:30:41 main:581] : INFO : Epoch 2045 | loss: 0.031093 | val_loss: 0.0311442 | Time: 1694.88 ms [2021-10-02 13:30:43 main:581] : INFO : Epoch 2046 | loss: 0.0310928 | val_loss: 0.0311403 | Time: 1700.2 ms [2021-10-02 13:30:45 main:581] : INFO : Epoch 2047 | loss: 0.0310883 | val_loss: 0.0311332 | Time: 1684.32 ms [2021-10-02 13:30:47 main:581] : INFO : Epoch 2048 | loss: 0.0310851 | val_loss: 0.0311338 | Time: 1697.39 ms [2021-10-02 13:30:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311338 [2021-10-02 13:30:47 main:610] : INFO : Saving end state to config to file [2021-10-02 13:30:47 main:615] : INFO : Success, exiting.. 13:30:47 (2397407): 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)