Task 13850290
| Name | ParityModified-1647040200-29878-2-0_0 |
| Workunit | 10929742 |
| Created | 27 Mar 2022, 12:46:53 UTC |
| Sent | 1 Apr 2022, 15:02:45 UTC |
| Report deadline | 9 Apr 2022, 15:02:45 UTC |
| Received | 2 Apr 2022, 9:56:04 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 59 min 15 sec |
| CPU time | 58 min 20 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,459.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 354 | val_loss: 0.0311668 | Time: 1732.22 ms [2022-04-02 04:40:08 main:574] : INFO : Epoch 1535 | loss: 0.0311372 | val_loss: 0.0311682 | Time: 1707.53 ms [2022-04-02 04:40:09 main:574] : INFO : Epoch 1536 | loss: 0.0311355 | val_loss: 0.031171 | Time: 1705.82 ms [2022-04-02 04:40:11 main:574] : INFO : Epoch 1537 | loss: 0.0311379 | val_loss: 0.0311716 | Time: 1723.4 ms [2022-04-02 04:40:13 main:574] : INFO : Epoch 1538 | loss: 0.0311365 | val_loss: 0.0311707 | Time: 1710.73 ms [2022-04-02 04:40:15 main:574] : INFO : Epoch 1539 | loss: 0.0311377 | val_loss: 0.0311726 | Time: 1682.37 ms [2022-04-02 04:40:16 main:574] : INFO : Epoch 1540 | loss: 0.0311395 | val_loss: 0.0311672 | Time: 1697.29 ms [2022-04-02 04:40:18 main:574] : INFO : Epoch 1541 | loss: 0.0311401 | val_loss: 0.0311666 | Time: 1704.86 ms [2022-04-02 04:40:20 main:574] : INFO : Epoch 1542 | loss: 0.0311387 | val_loss: 0.0311696 | Time: 1718.02 ms [2022-04-02 04:40:21 main:574] : INFO : Epoch 1543 | loss: 0.031139 | val_loss: 0.0311657 | Time: 1711.69 ms [2022-04-02 04:40:23 main:574] : INFO : Epoch 1544 | loss: 0.0311385 | val_loss: 0.031164 | Time: 1717.95 ms [2022-04-02 04:40:25 main:574] : INFO : Epoch 1545 | loss: 0.0311389 | val_loss: 0.0311656 | Time: 1718.31 ms [2022-04-02 04:40:27 main:574] : INFO : Epoch 1546 | loss: 0.0311398 | val_loss: 0.0311643 | Time: 1727.71 ms [2022-04-02 04:40:28 main:574] : INFO : Epoch 1547 | loss: 0.0311384 | val_loss: 0.0311679 | Time: 1707.13 ms [2022-04-02 04:40:30 main:574] : INFO : Epoch 1548 | loss: 0.0311361 | val_loss: 0.0311651 | Time: 1721.66 ms [2022-04-02 04:40:32 main:574] : INFO : Epoch 1549 | loss: 0.0311346 | val_loss: 0.0311664 | Time: 1697.87 ms [2022-04-02 04:40:34 main:574] : INFO : Epoch 1550 | loss: 0.0311345 | val_loss: 0.0311669 | Time: 1730.82 ms [2022-04-02 04:40:35 main:574] : INFO : Epoch 1551 | loss: 0.0311387 | val_loss: 0.0311687 | Time: 1730.41 ms [2022-04-02 04:40:37 main:574] : INFO : Epoch 1552 | loss: 0.0311468 | val_loss: 0.0311641 | Time: 1729.97 ms [2022-04-02 04:40:39 main:574] : INFO : Epoch 1553 | loss: 0.0311454 | val_loss: 0.0311669 | Time: 1710.54 ms [2022-04-02 04:40:40 main:574] : INFO : Epoch 1554 | loss: 0.0311461 | val_loss: 0.0311657 | Time: 1719.18 ms [2022-04-02 04:40:42 main:574] : INFO : Epoch 1555 | loss: 0.0311462 | val_loss: 0.0311657 | Time: 1713.35 ms [2022-04-02 04:40:44 main:574] : INFO : Epoch 1556 | loss: 0.031144 | val_loss: 0.031165 | Time: 1717.81 ms [2022-04-02 04:40:46 main:574] : INFO : Epoch 1557 | loss: 0.0311423 | val_loss: 0.0311656 | Time: 1728.98 ms [2022-04-02 04:40:47 main:574] : INFO : Epoch 1558 | loss: 0.0311406 | val_loss: 0.0311681 | Time: 1716.9 ms [2022-04-02 04:40:49 main:574] : INFO : Epoch 1559 | loss: 0.0311409 | val_loss: 0.0311692 | Time: 1717.41 ms [2022-04-02 04:40:51 main:574] : INFO : Epoch 1560 | loss: 0.0311409 | val_loss: 0.0311692 | Time: 1727.36 ms [2022-04-02 04:40:53 main:574] : INFO : Epoch 1561 | loss: 0.0311461 | val_loss: 0.031167 | Time: 1723.99 ms [2022-04-02 04:40:54 main:574] : INFO : Epoch 1562 | loss: 0.0311461 | val_loss: 0.0311721 | Time: 1715.49 ms [2022-04-02 04:40:56 main:574] : INFO : Epoch 1563 | loss: 0.031146 | val_loss: 0.0311679 | Time: 1698.01 ms [2022-04-02 04:40:58 main:574] : INFO : Epoch 1564 | loss: 0.0311473 | val_loss: 0.0311638 | Time: 1731.3 ms [2022-04-02 04:40:59 main:574] : INFO : Epoch 1565 | loss: 0.0311444 | val_loss: 0.0311643 | Time: 1721.65 ms [2022-04-02 04:41:01 main:574] : INFO : Epoch 1566 | loss: 0.0311436 | val_loss: 0.0311619 | Time: 1709.05 ms [2022-04-02 04:41:03 main:574] : INFO : Epoch 1567 | loss: 0.0311416 | val_loss: 0.0311616 | Time: 1691.35 ms [2022-04-02 04:41:05 main:574] : INFO : Epoch 1568 | loss: 0.0311439 | val_loss: 0.0311618 | Time: 1725.71 ms [2022-04-02 04:41:06 main:574] : INFO : Epoch 1569 | loss: 0.0311428 | val_loss: 0.0311644 | Time: 1719.82 ms [2022-04-02 04:41:08 main:574] : INFO : Epoch 1570 | loss: 0.031141 | val_loss: 0.0311621 | Time: 1706.69 ms [2022-04-02 04:41:10 main:574] : INFO : Epoch 1571 | loss: 0.0311413 | val_loss: 0.0311657 | Time: 1703.94 ms [2022-04-02 04:41:11 main:574] : INFO : Epoch 1572 | loss: 0.031149 | val_loss: 0.0311636 | Time: 1706.2 ms [2022-04-02 04:41:13 main:574] : INFO : Epoch 1573 | loss: 0.0311517 | val_loss: 0.0311663 | Time: 1727.23 ms [2022-04-02 04:41:15 main:574] : INFO : Epoch 1574 | loss: 0.031148 | val_loss: 0.0311676 | Time: 1737.09 ms [2022-04-02 04:41:17 main:574] : INFO : Epoch 1575 | loss: 0.0311471 | val_loss: 0.0311659 | Time: 1715.26 ms [2022-04-02 04:41:18 main:574] : INFO : Epoch 1576 | loss: 0.0311457 | val_loss: 0.0311676 | Time: 1724.65 ms [2022-04-02 04:41:20 main:574] : INFO : Epoch 1577 | loss: 0.0311508 | val_loss: 0.0311608 | Time: 1732.14 ms [2022-04-02 04:41:22 main:574] : INFO : Epoch 1578 | loss: 0.0311506 | val_loss: 0.0311636 | Time: 1736 ms [2022-04-02 04:41:24 main:574] : INFO : Epoch 1579 | loss: 0.0311483 | val_loss: 0.0311629 | Time: 1743.24 ms [2022-04-02 04:41:25 main:574] : INFO : Epoch 1580 | loss: 0.0311465 | val_loss: 0.0311607 | Time: 1742.44 ms [2022-04-02 04:41:27 main:574] : INFO : Epoch 1581 | loss: 0.031149 | val_loss: 0.0311647 | Time: 1683.49 ms [2022-04-02 04:41:29 main:574] : INFO : Epoch 1582 | loss: 0.0311526 | val_loss: 0.0311702 | Time: 1698.79 ms [2022-04-02 04:41:30 main:574] : INFO : Epoch 1583 | loss: 0.0311491 | val_loss: 0.0311678 | Time: 1708.69 ms [2022-04-02 04:41:32 main:574] : INFO : Epoch 1584 | loss: 0.0311475 | val_loss: 0.0311669 | Time: 1724.45 ms [2022-04-02 04:41:34 main:574] : INFO : Epoch 1585 | loss: 0.0311478 | val_loss: 0.0311608 | Time: 1708.13 ms [2022-04-02 04:41:36 main:574] : INFO : Epoch 1586 | loss: 0.0311441 | val_loss: 0.03116 | Time: 1739.09 ms [2022-04-02 04:41:37 main:574] : INFO : Epoch 1587 | loss: 0.0311426 | val_loss: 0.0311589 | Time: 1745.23 ms [2022-04-02 04:41:39 main:574] : INFO : Epoch 1588 | loss: 0.0311449 | val_loss: 0.0311587 | Time: 1730.73 ms [2022-04-02 04:41:41 main:574] : INFO : Epoch 1589 | loss: 0.0311436 | val_loss: 0.0311582 | Time: 1730.12 ms [2022-04-02 04:41:43 main:574] : INFO : Epoch 1590 | loss: 0.0311417 | val_loss: 0.0311603 | Time: 1714.11 ms [2022-04-02 04:41:44 main:574] : INFO : Epoch 1591 | loss: 0.0311427 | val_loss: 0.0311649 | Time: 1720.19 ms [2022-04-02 04:41:46 main:574] : INFO : Epoch 1592 | loss: 0.0311423 | val_loss: 0.031163 | Time: 1697.99 ms [2022-04-02 04:41:48 main:574] : INFO : Epoch 1593 | loss: 0.03114 | val_loss: 0.0311612 | Time: 1721.5 ms [2022-04-02 04:41:49 main:574] : INFO : Epoch 1594 | loss: 0.0311399 | val_loss: 0.0311645 | Time: 1729.48 ms [2022-04-02 04:41:51 main:574] : INFO : Epoch 1595 | loss: 0.0311398 | val_loss: 0.0311642 | Time: 1702.13 ms [2022-04-02 04:41:53 main:574] : INFO : Epoch 1596 | loss: 0.0311383 | val_loss: 0.0311628 | Time: 1703.61 ms [2022-04-02 04:41:55 main:574] : INFO : Epoch 1597 | loss: 0.0311383 | val_loss: 0.0311648 | Time: 1716.78 ms [2022-04-02 04:41:56 main:574] : INFO : Epoch 1598 | loss: 0.0311386 | val_loss: 0.0311645 | Time: 1727.7 ms [2022-04-02 04:41:58 main:574] : INFO : Epoch 1599 | loss: 0.03114 | val_loss: 0.0311604 | Time: 1714.5 ms [2022-04-02 04:42:00 main:574] : INFO : Epoch 1600 | loss: 0.0311382 | val_loss: 0.0311594 | Time: 1733.59 ms [2022-04-02 04:42:02 main:574] : INFO : Epoch 1601 | loss: 0.0311376 | val_loss: 0.0311607 | Time: 1702.56 ms [2022-04-02 04:42:03 main:574] : INFO : Epoch 1602 | loss: 0.0311368 | val_loss: 0.0311616 | Time: 1710.5 ms [2022-04-02 04:42:05 main:574] : INFO : Epoch 1603 | loss: 0.0311369 | val_loss: 0.0311601 | Time: 1719.85 ms [2022-04-02 04:42:07 main:574] : INFO : Epoch 1604 | loss: 0.0311354 | val_loss: 0.0311642 | Time: 1687.16 ms [2022-04-02 04:42:08 main:574] : INFO : Epoch 1605 | loss: 0.0311371 | val_loss: 0.0311625 | Time: 1696.84 ms [2022-04-02 04:42:10 main:574] : INFO : Epoch 1606 | loss: 0.0311364 | val_loss: 0.0311644 | Time: 1754.46 ms [2022-04-02 04:42:12 main:574] : INFO : Epoch 1607 | loss: 0.0311345 | val_loss: 0.0311617 | Time: 1745.31 ms [2022-04-02 04:42:14 main:574] : INFO : Epoch 1608 | loss: 0.0311346 | val_loss: 0.0311652 | Time: 1728.97 ms [2022-04-02 04:42:15 main:574] : INFO : Epoch 1609 | loss: 0.0311364 | val_loss: 0.0311609 | Time: 1721.98 ms [2022-04-02 04:42:17 main:574] : INFO : Epoch 1610 | loss: 0.0311362 | val_loss: 0.031162 | Time: 1717.06 ms [2022-04-02 04:42:19 main:574] : INFO : Epoch 1611 | loss: 0.0311355 | val_loss: 0.0311654 | Time: 1732.7 ms [2022-04-02 04:42:21 main:574] : INFO : Epoch 1612 | loss: 0.0311348 | val_loss: 0.031162 | Time: 1731.32 ms [2022-04-02 04:42:22 main:574] : INFO : Epoch 1613 | loss: 0.0311335 | val_loss: 0.0311628 | Time: 1728.16 ms [2022-04-02 04:42:24 main:574] : INFO : Epoch 1614 | loss: 0.0311336 | val_loss: 0.0311625 | Time: 1705.4 ms [2022-04-02 04:42:26 main:574] : INFO : Epoch 1615 | loss: 0.0311355 | val_loss: 0.0311686 | Time: 1717.92 ms [2022-04-02 04:42:27 main:574] : INFO : Epoch 1616 | loss: 0.0311362 | val_loss: 0.0311649 | Time: 1705.12 ms [2022-04-02 04:42:29 main:574] : INFO : Epoch 1617 | loss: 0.0311356 | val_loss: 0.0311672 | Time: 1723.24 ms [2022-04-02 04:42:31 main:574] : INFO : Epoch 1618 | loss: 0.0311361 | val_loss: 0.0311679 | Time: 1724.31 ms [2022-04-02 04:42:33 main:574] : INFO : Epoch 1619 | loss: 0.0311397 | val_loss: 0.0311664 | Time: 1718.7 ms [2022-04-02 04:42:34 main:574] : INFO : Epoch 1620 | loss: 0.0311376 | val_loss: 0.0311659 | Time: 1692.83 ms [2022-04-02 04:42:36 main:574] : INFO : Epoch 1621 | loss: 0.0311375 | val_loss: 0.0311634 | Time: 1736.72 ms [2022-04-02 04:42:38 main:574] : INFO : Epoch 1622 | loss: 0.0311375 | val_loss: 0.0311639 | Time: 1721.74 ms [2022-04-02 04:42:39 main:574] : INFO : Epoch 1623 | loss: 0.0311388 | val_loss: 0.0311672 | Time: 1719.33 ms [2022-04-02 04:42:41 main:574] : INFO : Epoch 1624 | loss: 0.0311369 | val_loss: 0.0311625 | Time: 1701.42 ms [2022-04-02 04:42:43 main:574] : INFO : Epoch 1625 | loss: 0.0311352 | val_loss: 0.031162 | Time: 1758.36 ms [2022-04-02 04:42:45 main:574] : INFO : Epoch 1626 | loss: 0.0311349 | val_loss: 0.031163 | Time: 1710.03 ms [2022-04-02 04:42:46 main:574] : INFO : Epoch 1627 | loss: 0.0311342 | val_loss: 0.0311651 | Time: 1726.45 ms [2022-04-02 04:42:48 main:574] : INFO : Epoch 1628 | loss: 0.0311364 | val_loss: 0.0311636 | Time: 1716.54 ms [2022-04-02 04:42:50 main:574] : INFO : Epoch 1629 | loss: 0.0311348 | val_loss: 0.0311651 | Time: 1721.85 ms [2022-04-02 04:42:52 main:574] : INFO : Epoch 1630 | loss: 0.0311348 | val_loss: 0.0311632 | Time: 1728.65 ms [2022-04-02 04:42:53 main:574] : INFO : Epoch 1631 | loss: 0.031134 | val_loss: 0.03116 | Time: 1722.28 ms [2022-04-02 04:42:55 main:574] : INFO : Epoch 1632 | loss: 0.0311359 | val_loss: 0.0311635 | Time: 1731.73 ms [2022-04-02 04:42:57 main:574] : INFO : Epoch 1633 | loss: 0.0311344 | val_loss: 0.0311649 | Time: 1707.43 ms [2022-04-02 04:42:58 main:574] : INFO : Epoch 1634 | loss: 0.0311325 | val_loss: 0.0311636 | Time: 1723.25 ms [2022-04-02 04:43:00 main:574] : INFO : Epoch 1635 | loss: 0.0311557 | val_loss: 0.0311748 | Time: 1744.04 ms [2022-04-02 04:43:02 main:574] : INFO : Epoch 1636 | loss: 0.0311724 | val_loss: 0.0311702 | Time: 1745.8 ms [2022-04-02 04:43:04 main:574] : INFO : Epoch 1637 | loss: 0.0311655 | val_loss: 0.0311684 | Time: 1721.96 ms [2022-04-02 04:43:05 main:574] : INFO : Epoch 1638 | loss: 0.031163 | val_loss: 0.0311669 | Time: 1704.8 ms [2022-04-02 04:43:07 main:574] : INFO : Epoch 1639 | loss: 0.0311608 | val_loss: 0.0311674 | Time: 1713.35 ms [2022-04-02 04:43:09 main:574] : INFO : Epoch 1640 | loss: 0.0311603 | val_loss: 0.0311712 | Time: 1740.16 ms [2022-04-02 04:43:11 main:574] : INFO : Epoch 1641 | loss: 0.0311589 | val_loss: 0.0311657 | Time: 1693.48 ms [2022-04-02 04:43:12 main:574] : INFO : Epoch 1642 | loss: 0.031157 | val_loss: 0.031166 | Time: 1704.11 ms [2022-04-02 04:43:14 main:574] : INFO : Epoch 1643 | loss: 0.0311559 | val_loss: 0.0311654 | Time: 1719.19 ms [2022-04-02 04:43:16 main:574] : INFO : Epoch 1644 | loss: 0.0311549 | val_loss: 0.0311633 | Time: 1696.91 ms [2022-04-02 04:43:18 main:574] : INFO : Epoch 1645 | loss: 0.0311533 | val_loss: 0.0311624 | Time: 1751.04 ms [2022-04-02 04:43:19 main:574] : INFO : Epoch 1646 | loss: 0.0311532 | val_loss: 0.0311613 | Time: 1740.25 ms [2022-04-02 04:43:21 main:574] : INFO : Epoch 1647 | loss: 0.031153 | val_loss: 0.0311632 | Time: 1723.53 ms [2022-04-02 04:43:23 main:574] : INFO : Epoch 1648 | loss: 0.0311533 | val_loss: 0.0311626 | Time: 1733.37 ms [2022-04-02 04:43:24 main:574] : INFO : Epoch 1649 | loss: 0.0311539 | val_loss: 0.0311624 | Time: 1740.12 ms [2022-04-02 04:43:26 main:574] : INFO : Epoch 1650 | loss: 0.0311529 | val_loss: 0.0311648 | Time: 1720.09 ms [2022-04-02 04:43:28 main:574] : INFO : Epoch 1651 | loss: 0.0311553 | val_loss: 0.0311635 | Time: 1732.03 ms [2022-04-02 04:43:30 main:574] : INFO : Epoch 1652 | loss: 0.0311524 | val_loss: 0.0311628 | Time: 1739.49 ms [2022-04-02 04:43:31 main:574] : INFO : Epoch 1653 | loss: 0.0311518 | val_loss: 0.0311649 | Time: 1731.47 ms [2022-04-02 04:43:33 main:574] : INFO : Epoch 1654 | loss: 0.0311513 | val_loss: 0.0311622 | Time: 1710.02 ms [2022-04-02 04:43:35 main:574] : INFO : Epoch 1655 | loss: 0.0311557 | val_loss: 0.0311701 | Time: 1699.2 ms [2022-04-02 04:43:37 main:574] : INFO : Epoch 1656 | loss: 0.0311552 | val_loss: 0.0311639 | Time: 1750.66 ms [2022-04-02 04:43:38 main:574] : INFO : Epoch 1657 | loss: 0.031152 | val_loss: 0.031162 | Time: 1718.93 ms [2022-04-02 04:43:40 main:574] : INFO : Epoch 1658 | loss: 0.0311504 | val_loss: 0.0311623 | Time: 1745.84 ms [2022-04-02 04:43:42 main:574] : INFO : Epoch 1659 | loss: 0.0311504 | val_loss: 0.0311616 | Time: 1707.36 ms [2022-04-02 04:43:44 main:574] : INFO : Epoch 1660 | loss: 0.0311518 | val_loss: 0.0311639 | Time: 1710.7 ms [2022-04-02 04:43:45 main:574] : INFO : Epoch 1661 | loss: 0.0311526 | val_loss: 0.0311667 | Time: 1731.92 ms [2022-04-02 04:43:47 main:574] : INFO : Epoch 1662 | loss: 0.0311509 | val_loss: 0.0311622 | Time: 1694.83 ms [2022-04-02 04:43:49 main:574] : INFO : Epoch 1663 | loss: 0.0311519 | val_loss: 0.0311638 | Time: 1709.85 ms [2022-04-02 04:43:50 main:574] : INFO : Epoch 1664 | loss: 0.0311512 | val_loss: 0.0311627 | Time: 1707.89 ms [2022-04-02 04:43:52 main:574] : INFO : Epoch 1665 | loss: 0.0311514 | val_loss: 0.0311627 | Time: 1729.61 ms [2022-04-02 04:43:54 main:574] : INFO : Epoch 1666 | loss: 0.0311501 | val_loss: 0.0311625 | Time: 1699.49 ms [2022-04-02 04:43:56 main:574] : INFO : Epoch 1667 | loss: 0.0311493 | val_loss: 0.031167 | Time: 1746.96 ms [2022-04-02 04:43:57 main:574] : INFO : Epoch 1668 | loss: 0.031151 | val_loss: 0.0311628 | Time: 1744.18 ms [2022-04-02 04:43:59 main:574] : INFO : Epoch 1669 | loss: 0.0311504 | val_loss: 0.0311611 | Time: 1745.89 ms [2022-04-02 04:44:01 main:574] : INFO : Epoch 1670 | loss: 0.0311488 | val_loss: 0.0311609 | Time: 1721.72 ms [2022-04-02 04:44:03 main:574] : INFO : Epoch 1671 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 1762.02 ms [2022-04-02 04:44:04 main:574] : INFO : Epoch 1672 | loss: 0.0311469 | val_loss: 0.0311597 | Time: 1868.69 ms [2022-04-02 04:44:06 main:574] : INFO : Epoch 1673 | loss: 0.0311477 | val_loss: 0.0311596 | Time: 1741.25 ms [2022-04-02 04:44:08 main:574] : INFO : Epoch 1674 | loss: 0.0311501 | val_loss: 0.0311617 | Time: 1720.48 ms [2022-04-02 04:44:10 main:574] : INFO : Epoch 1675 | loss: 0.0311502 | val_loss: 0.0311608 | Time: 1697.81 ms [2022-04-02 04:44:11 main:574] : INFO : Epoch 1676 | loss: 0.0311487 | val_loss: 0.0311627 | Time: 1734.93 ms [2022-04-02 04:44:13 main:574] : INFO : Epoch 1677 | loss: 0.0311489 | val_loss: 0.0311618 | Time: 1721.87 ms [2022-04-02 04:44:15 main:574] : INFO : Epoch 1678 | loss: 0.0311486 | val_loss: 0.0311609 | Time: 1733.25 ms [2022-04-02 04:44:17 main:574] : INFO : Epoch 1679 | loss: 0.031148 | val_loss: 0.0311602 | Time: 1678.28 ms [2022-04-02 04:44:18 main:574] : INFO : Epoch 1680 | loss: 0.0311468 | val_loss: 0.0311613 | Time: 1748.2 ms [2022-04-02 04:44:20 main:574] : INFO : Epoch 1681 | loss: 0.0311464 | val_loss: 0.031163 | Time: 1728.24 ms [2022-04-02 04:44:22 main:574] : INFO : Epoch 1682 | loss: 0.0311471 | val_loss: 0.0311679 | Time: 1718.71 ms [2022-04-02 04:44:23 main:574] : INFO : Epoch 1683 | loss: 0.03115 | val_loss: 0.0311668 | Time: 1718.91 ms [2022-04-02 04:44:25 main:574] : INFO : Epoch 1684 | loss: 0.03115 | val_loss: 0.0311656 | Time: 1716.62 ms [2022-04-02 04:44:27 main:574] : INFO : Epoch 1685 | loss: 0.0311476 | val_loss: 0.0311639 | Time: 1730.94 ms [2022-04-02 04:44:29 main:574] : INFO : Epoch 1686 | loss: 0.0311471 | val_loss: 0.0311623 | Time: 1719.9 ms [2022-04-02 04:44:30 main:574] : INFO : Epoch 1687 | loss: 0.0311458 | val_loss: 0.0311619 | Time: 1740.18 ms [2022-04-02 04:44:32 main:574] : INFO : Epoch 1688 | loss: 0.0311445 | val_loss: 0.031164 | Time: 1734.24 ms [2022-04-02 04:44:34 main:574] : INFO : Epoch 1689 | loss: 0.0311469 | val_loss: 0.0311633 | Time: 1745.49 ms [2022-04-02 04:44:36 main:574] : INFO : Epoch 1690 | loss: 0.0311465 | val_loss: 0.0311642 | Time: 1741.91 ms [2022-04-02 04:44:37 main:574] : INFO : Epoch 1691 | loss: 0.0311468 | val_loss: 0.031162 | Time: 1751.71 ms [2022-04-02 04:44:39 main:574] : INFO : Epoch 1692 | loss: 0.0311466 | val_loss: 0.031164 | Time: 1747.28 ms [2022-04-02 04:44:41 main:574] : INFO : Epoch 1693 | loss: 0.0311451 | val_loss: 0.0311638 | Time: 1704.03 ms [2022-04-02 04:44:43 main:574] : INFO : Epoch 1694 | loss: 0.0311455 | val_loss: 0.0311688 | Time: 1729.11 ms [2022-04-02 04:44:44 main:574] : INFO : Epoch 1695 | loss: 0.0311449 | val_loss: 0.0311601 | Time: 1703.75 ms [2022-04-02 04:44:46 main:574] : INFO : Epoch 1696 | loss: 0.0311469 | val_loss: 0.0311668 | Time: 1693.09 ms [2022-04-02 04:44:48 main:574] : INFO : Epoch 1697 | loss: 0.0311458 | val_loss: 0.0311641 | Time: 1724.25 ms [2022-04-02 04:44:49 main:574] : INFO : Epoch 1698 | loss: 0.0311456 | val_loss: 0.0311634 | Time: 1713.64 ms [2022-04-02 04:44:51 main:574] : INFO : Epoch 1699 | loss: 0.0311468 | val_loss: 0.0311683 | Time: 1710.64 ms [2022-04-02 04:44:53 main:574] : INFO : Epoch 1700 | loss: 0.0311468 | val_loss: 0.0311608 | Time: 1660.73 ms [2022-04-02 04:44:55 main:574] : INFO : Epoch 1701 | loss: 0.0311447 | val_loss: 0.0311623 | Time: 1714.42 ms [2022-04-02 04:44:56 main:574] : INFO : Epoch 1702 | loss: 0.0311443 | val_loss: 0.0311611 | Time: 1704.07 ms [2022-04-02 04:44:58 main:574] : INFO : Epoch 1703 | loss: 0.0311451 | val_loss: 0.0311656 | Time: 1745.28 ms [2022-04-02 04:45:00 main:574] : INFO : Epoch 1704 | loss: 0.0311466 | val_loss: 0.0311624 | Time: 1749.94 ms [2022-04-02 04:45:01 main:574] : INFO : Epoch 1705 | loss: 0.0311445 | val_loss: 0.0311605 | Time: 1702.37 ms [2022-04-02 04:45:03 main:574] : INFO : Epoch 1706 | loss: 0.0311437 | val_loss: 0.0311645 | Time: 1707.65 ms [2022-04-02 04:45:05 main:574] : INFO : Epoch 1707 | loss: 0.0311441 | val_loss: 0.0311662 | Time: 1740.29 ms [2022-04-02 04:45:07 main:574] : INFO : Epoch 1708 | loss: 0.0311426 | val_loss: 0.0311651 | Time: 1732.11 ms [2022-04-02 04:45:08 main:574] : INFO : Epoch 1709 | loss: 0.0311413 | val_loss: 0.0311601 | Time: 1736.39 ms [2022-04-02 04:45:10 main:574] : INFO : Epoch 1710 | loss: 0.0311434 | val_loss: 0.0311639 | Time: 1730.69 ms [2022-04-02 04:45:12 main:574] : INFO : Epoch 1711 | loss: 0.0311458 | val_loss: 0.0311605 | Time: 1725.91 ms [2022-04-02 04:45:14 main:574] : INFO : Epoch 1712 | loss: 0.0311449 | val_loss: 0.0311636 | Time: 1740.65 ms [2022-04-02 04:45:15 main:574] : INFO : Epoch 1713 | loss: 0.0311425 | val_loss: 0.0311636 | Time: 1708.22 ms [2022-04-02 04:45:17 main:574] : INFO : Epoch 1714 | loss: 0.0311417 | val_loss: 0.03116 | Time: 1720.27 ms [2022-04-02 04:45:19 main:574] : INFO : Epoch 1715 | loss: 0.0311432 | val_loss: 0.031167 | Time: 1697.48 ms [2022-04-02 04:45:21 main:574] : INFO : Epoch 1716 | loss: 0.0311439 | val_loss: 0.0311614 | Time: 1726.24 ms [2022-04-02 04:45:22 main:574] : INFO : Epoch 1717 | loss: 0.0311414 | val_loss: 0.0311616 | Time: 1698.15 ms [2022-04-02 04:45:24 main:574] : INFO : Epoch 1718 | loss: 0.0311421 | val_loss: 0.0311622 | Time: 1748.16 ms [2022-04-02 04:45:26 main:574] : INFO : Epoch 1719 | loss: 0.03114 | val_loss: 0.0311703 | Time: 1731.87 ms [2022-04-02 04:45:27 main:574] : INFO : Epoch 1720 | loss: 0.0311409 | val_loss: 0.0311615 | Time: 1713.82 ms [2022-04-02 04:45:29 main:574] : INFO : Epoch 1721 | loss: 0.0311396 | val_loss: 0.0311639 | Time: 1750.95 ms [2022-04-02 04:45:31 main:574] : INFO : Epoch 1722 | loss: 0.0311397 | val_loss: 0.0311626 | Time: 1725.28 ms [2022-04-02 04:45:33 main:574] : INFO : Epoch 1723 | loss: 0.0311385 | val_loss: 0.0311616 | Time: 1701.71 ms [2022-04-02 04:45:34 main:574] : INFO : Epoch 1724 | loss: 0.0311383 | val_loss: 0.0311621 | Time: 1729.45 ms [2022-04-02 04:45:36 main:574] : INFO : Epoch 1725 | loss: 0.0311372 | val_loss: 0.0311615 | Time: 1729.13 ms [2022-04-02 04:45:38 main:574] : INFO : Epoch 1726 | loss: 0.031141 | val_loss: 0.0311611 | Time: 1726.31 ms [2022-04-02 04:45:40 main:574] : INFO : Epoch 1727 | loss: 0.0311414 | val_loss: 0.0311612 | Time: 1689.67 ms [2022-04-02 04:45:41 main:574] : INFO : Epoch 1728 | loss: 0.0311401 | val_loss: 0.0311597 | Time: 1679.72 ms [2022-04-02 04:45:43 main:574] : INFO : Epoch 1729 | loss: 0.0311397 | val_loss: 0.0311586 | Time: 1709.92 ms [2022-04-02 04:45:45 main:574] : INFO : Epoch 1730 | loss: 0.0311387 | val_loss: 0.0311636 | Time: 1717.88 ms [2022-04-02 04:45:46 main:574] : INFO : Epoch 1731 | loss: 0.0311388 | val_loss: 0.0311606 | Time: 1747.75 ms [2022-04-02 04:45:48 main:574] : INFO : Epoch 1732 | loss: 0.0311395 | val_loss: 0.0311638 | Time: 1758.04 ms [2022-04-02 04:45:50 main:574] : INFO : Epoch 1733 | loss: 0.0311382 | val_loss: 0.0311631 | Time: 1689.35 ms [2022-04-02 04:45:52 main:574] : INFO : Epoch 1734 | loss: 0.0311407 | val_loss: 0.0311659 | Time: 1716.68 ms [2022-04-02 04:45:53 main:574] : INFO : Epoch 1735 | loss: 0.0311395 | val_loss: 0.0311603 | Time: 1695.8 ms [2022-04-02 04:45:55 main:574] : INFO : Epoch 1736 | loss: 0.0311391 | val_loss: 0.031166 | Time: 1733.02 ms [2022-04-02 04:45:57 main:574] : INFO : Epoch 1737 | loss: 0.0311386 | val_loss: 0.0311626 | Time: 1732.35 ms [2022-04-02 04:45:58 main:574] : INFO : Epoch 1738 | loss: 0.031141 | val_loss: 0.0311621 | Time: 1722.33 ms [2022-04-02 04:46:00 main:574] : INFO : Epoch 1739 | loss: 0.0311399 | val_loss: 0.0311629 | Time: 1729.85 ms [2022-04-02 04:46:02 main:574] : INFO : Epoch 1740 | loss: 0.0311446 | val_loss: 0.0311592 | Time: 1700.9 ms [2022-04-02 04:46:04 main:574] : INFO : Epoch 1741 | loss: 0.0311419 | val_loss: 0.0311603 | Time: 1710.24 ms [2022-04-02 04:46:05 main:574] : INFO : Epoch 1742 | loss: 0.0311431 | val_loss: 0.031161 | Time: 1701.95 ms [2022-04-02 04:46:07 main:574] : INFO : Epoch 1743 | loss: 0.031143 | val_loss: 0.0311608 | Time: 1716.83 ms [2022-04-02 04:46:09 main:574] : INFO : Epoch 1744 | loss: 0.0311408 | val_loss: 0.0311639 | Time: 1724.39 ms [2022-04-02 04:46:11 main:574] : INFO : Epoch 1745 | loss: 0.031139 | val_loss: 0.0311615 | Time: 1721.56 ms [2022-04-02 04:46:12 main:574] : INFO : Epoch 1746 | loss: 0.0311402 | val_loss: 0.031162 | Time: 1730.06 ms [2022-04-02 04:46:14 main:574] : INFO : Epoch 1747 | loss: 0.0311458 | val_loss: 0.0311622 | Time: 1718.15 ms [2022-04-02 04:46:16 main:574] : INFO : Epoch 1748 | loss: 0.031145 | val_loss: 0.0311653 | Time: 1711.48 ms [2022-04-02 04:46:17 main:574] : INFO : Epoch 1749 | loss: 0.0311439 | val_loss: 0.0311616 | Time: 1734.55 ms [2022-04-02 04:46:19 main:574] : INFO : Epoch 1750 | loss: 0.0311417 | val_loss: 0.0311626 | Time: 1733.16 ms [2022-04-02 04:46:21 main:574] : INFO : Epoch 1751 | loss: 0.0311409 | val_loss: 0.0311627 | Time: 1718.54 ms [2022-04-02 04:46:23 main:574] : INFO : Epoch 1752 | loss: 0.0311402 | val_loss: 0.0311606 | Time: 1722.77 ms [2022-04-02 04:46:24 main:574] : INFO : Epoch 1753 | loss: 0.0311418 | val_loss: 0.0311641 | Time: 1710.3 ms [2022-04-02 04:46:26 main:574] : INFO : Epoch 1754 | loss: 0.0311453 | val_loss: 0.03117 | Time: 1718.56 ms [2022-04-02 04:46:28 main:574] : INFO : Epoch 1755 | loss: 0.0311461 | val_loss: 0.0311595 | Time: 1731.48 ms [2022-04-02 04:46:30 main:574] : INFO : Epoch 1756 | loss: 0.0311437 | val_loss: 0.0311608 | Time: 1701.6 ms [2022-04-02 04:46:31 main:574] : INFO : Epoch 1757 | loss: 0.0311419 | val_loss: 0.0311584 | Time: 1729.15 ms [2022-04-02 04:46:33 main:574] : INFO : Epoch 1758 | loss: 0.0311428 | val_loss: 0.0311646 | Time: 1699.7 ms [2022-04-02 04:46:35 main:574] : INFO : Epoch 1759 | loss: 0.031142 | val_loss: 0.0311607 | Time: 1700.9 ms [2022-04-02 04:46:36 main:574] : INFO : Epoch 1760 | loss: 0.0311412 | val_loss: 0.0311588 | Time: 1746.33 ms [2022-04-02 04:46:38 main:574] : INFO : Epoch 1761 | loss: 0.0311404 | val_loss: 0.0311636 | Time: 1712.14 ms [2022-04-02 04:46:40 main:574] : INFO : Epoch 1762 | loss: 0.0311409 | val_loss: 0.0311585 | Time: 1729.22 ms [2022-04-02 04:46:42 main:574] : INFO : Epoch 1763 | loss: 0.0311386 | val_loss: 0.0311592 | Time: 1737.41 ms [2022-04-02 04:46:43 main:574] : INFO : Epoch 1764 | loss: 0.0311393 | val_loss: 0.0311572 | Time: 1716.01 ms [2022-04-02 04:46:45 main:574] : INFO : Epoch 1765 | loss: 0.0311385 | val_loss: 0.0311595 | Time: 1721.31 ms [2022-04-02 04:46:47 main:574] : INFO : Epoch 1766 | loss: 0.0311396 | val_loss: 0.0311612 | Time: 1719.46 ms [2022-04-02 04:46:49 main:574] : INFO : Epoch 1767 | loss: 0.0311422 | val_loss: 0.0311619 | Time: 1711.82 ms [2022-04-02 04:46:50 main:574] : INFO : Epoch 1768 | loss: 0.031147 | val_loss: 0.031164 | Time: 1741.14 ms [2022-04-02 04:46:52 main:574] : INFO : Epoch 1769 | loss: 0.0311436 | val_loss: 0.0311608 | Time: 1728.16 ms [2022-04-02 04:46:54 main:574] : INFO : Epoch 1770 | loss: 0.0311439 | val_loss: 0.0311615 | Time: 1732.05 ms [2022-04-02 04:46:55 main:574] : INFO : Epoch 1771 | loss: 0.031144 | val_loss: 0.0311592 | Time: 1715.64 ms [2022-04-02 04:46:57 main:574] : INFO : Epoch 1772 | loss: 0.0311401 | val_loss: 0.0311622 | Time: 1732.07 ms [2022-04-02 04:46:59 main:574] : INFO : Epoch 1773 | loss: 0.031139 | val_loss: 0.0311606 | Time: 1719.92 ms [2022-04-02 04:47:01 main:574] : INFO : Epoch 1774 | loss: 0.03114 | val_loss: 0.0311576 | Time: 1724.21 ms [2022-04-02 04:47:02 main:574] : INFO : Epoch 1775 | loss: 0.03114 | val_loss: 0.0311624 | Time: 1732.75 ms [2022-04-02 04:47:04 main:574] : INFO : Epoch 1776 | loss: 0.0311399 | val_loss: 0.0311614 | Time: 1734.26 ms [2022-04-02 04:47:06 main:574] : INFO : Epoch 1777 | loss: 0.0311386 | val_loss: 0.0311632 | Time: 1709.63 ms [2022-04-02 04:47:08 main:574] : INFO : Epoch 1778 | loss: 0.0311399 | val_loss: 0.0311632 | Time: 1726.16 ms [2022-04-02 04:47:09 main:574] : INFO : Epoch 1779 | loss: 0.0311431 | val_loss: 0.0311614 | Time: 1717.2 ms [2022-04-02 04:47:11 main:574] : INFO : Epoch 1780 | loss: 0.0311448 | val_loss: 0.0311618 | Time: 1749.96 ms [2022-04-02 04:47:13 main:574] : INFO : Epoch 1781 | loss: 0.0311451 | val_loss: 0.031162 | Time: 1696.31 ms [2022-04-02 04:47:15 main:574] : INFO : Epoch 1782 | loss: 0.0311446 | val_loss: 0.0311628 | Time: 1728.17 ms [2022-04-02 04:47:16 main:574] : INFO : Epoch 1783 | loss: 0.0311439 | val_loss: 0.0311655 | Time: 1729.83 ms [2022-04-02 04:47:18 main:574] : INFO : Epoch 1784 | loss: 0.0311439 | val_loss: 0.0311649 | Time: 1736.31 ms [2022-04-02 04:47:20 main:574] : INFO : Epoch 1785 | loss: 0.0311461 | val_loss: 0.0311612 | Time: 1701.4 ms [2022-04-02 04:47:21 main:574] : INFO : Epoch 1786 | loss: 0.031141 | val_loss: 0.0311649 | Time: 1703.98 ms [2022-04-02 04:47:23 main:574] : INFO : Epoch 1787 | loss: 0.0311446 | val_loss: 0.0311649 | Time: 1738.26 ms [2022-04-02 04:47:25 main:574] : INFO : Epoch 1788 | loss: 0.0311453 | val_loss: 0.0311613 | Time: 1714.93 ms [2022-04-02 04:47:27 main:574] : INFO : Epoch 1789 | loss: 0.0311427 | val_loss: 0.03116 | Time: 1728.83 ms [2022-04-02 04:47:28 main:574] : INFO : Epoch 1790 | loss: 0.0311442 | val_loss: 0.0311665 | Time: 1700.98 ms [2022-04-02 04:47:30 main:574] : INFO : Epoch 1791 | loss: 0.031145 | val_loss: 0.0311624 | Time: 1722.81 ms [2022-04-02 04:47:32 main:574] : INFO : Epoch 1792 | loss: 0.0311405 | val_loss: 0.0311608 | Time: 1707.24 ms [2022-04-02 04:47:34 main:574] : INFO : Epoch 1793 | loss: 0.0311408 | val_loss: 0.0311582 | Time: 1723.82 ms [2022-04-02 04:47:35 main:574] : INFO : Epoch 1794 | loss: 0.0311403 | val_loss: 0.0311635 | Time: 1690.75 ms [2022-04-02 04:47:37 main:574] : INFO : Epoch 1795 | loss: 0.0311412 | val_loss: 0.0311613 | Time: 1706.42 ms [2022-04-02 04:47:39 main:574] : INFO : Epoch 1796 | loss: 0.0311408 | val_loss: 0.0311618 | Time: 1741.64 ms [2022-04-02 04:47:40 main:574] : INFO : Epoch 1797 | loss: 0.03114 | val_loss: 0.0311608 | Time: 1726.8 ms [2022-04-02 04:47:42 main:574] : INFO : Epoch 1798 | loss: 0.0311393 | val_loss: 0.0311654 | Time: 1705.13 ms [2022-04-02 04:47:44 main:574] : INFO : Epoch 1799 | loss: 0.0311385 | val_loss: 0.0311621 | Time: 1703.77 ms [2022-04-02 04:47:46 main:574] : INFO : Epoch 1800 | loss: 0.0311369 | val_loss: 0.0311627 | Time: 1718.35 ms [2022-04-02 04:47:47 main:574] : INFO : Epoch 1801 | loss: 0.0311368 | val_loss: 0.0311621 | Time: 1716.34 ms [2022-04-02 04:47:49 main:574] : INFO : Epoch 1802 | loss: 0.0311389 | val_loss: 0.0311725 | Time: 1708.31 ms [2022-04-02 04:47:51 main:574] : INFO : Epoch 1803 | loss: 0.0311446 | val_loss: 0.0311625 | Time: 1722.93 ms [2022-04-02 04:47:52 main:574] : INFO : Epoch 1804 | loss: 0.0311428 | val_loss: 0.0311609 | Time: 1706.52 ms [2022-04-02 04:47:54 main:574] : INFO : Epoch 1805 | loss: 0.0311435 | val_loss: 0.0311605 | Time: 1738.62 ms [2022-04-02 04:47:56 main:574] : INFO : Epoch 1806 | loss: 0.0311436 | val_loss: 0.0311596 | Time: 1735.19 ms [2022-04-02 04:47:58 main:574] : INFO : Epoch 1807 | loss: 0.0311427 | val_loss: 0.031166 | Time: 1733.58 ms [2022-04-02 04:47:59 main:574] : INFO : Epoch 1808 | loss: 0.0311485 | val_loss: 0.0311662 | Time: 1679.55 ms [2022-04-02 04:48:01 main:574] : INFO : Epoch 1809 | loss: 0.031152 | val_loss: 0.0311654 | Time: 1728.97 ms [2022-04-02 04:48:03 main:574] : INFO : Epoch 1810 | loss: 0.0311512 | val_loss: 0.0311631 | Time: 1686.22 ms [2022-04-02 04:48:04 main:574] : INFO : Epoch 1811 | loss: 0.0311503 | val_loss: 0.0311598 | Time: 1715.62 ms [2022-04-02 04:48:06 main:574] : INFO : Epoch 1812 | loss: 0.0311558 | val_loss: 0.0311695 | Time: 1731.08 ms [2022-04-02 04:48:08 main:574] : INFO : Epoch 1813 | loss: 0.0311534 | val_loss: 0.0311608 | Time: 1730.41 ms [2022-04-02 04:48:10 main:574] : INFO : Epoch 1814 | loss: 0.0311502 | val_loss: 0.0311598 | Time: 1743.73 ms [2022-04-02 04:48:11 main:574] : INFO : Epoch 1815 | loss: 0.0311469 | val_loss: 0.0311645 | Time: 1783.95 ms [2022-04-02 04:48:13 main:574] : INFO : Epoch 1816 | loss: 0.031148 | val_loss: 0.0311615 | Time: 1756.11 ms [2022-04-02 04:48:15 main:574] : INFO : Epoch 1817 | loss: 0.0311449 | val_loss: 0.0311611 | Time: 1699.79 ms [2022-04-02 04:48:17 main:574] : INFO : Epoch 1818 | loss: 0.0311451 | val_loss: 0.0311628 | Time: 1721.19 ms [2022-04-02 04:48:18 main:574] : INFO : Epoch 1819 | loss: 0.0311487 | val_loss: 0.0311624 | Time: 1735.23 ms [2022-04-02 04:48:20 main:574] : INFO : Epoch 1820 | loss: 0.0311481 | val_loss: 0.0311628 | Time: 1766.24 ms [2022-04-02 04:48:22 main:574] : INFO : Epoch 1821 | loss: 0.0311423 | val_loss: 0.031163 | Time: 1822.68 ms [2022-04-02 04:48:24 main:574] : INFO : Epoch 1822 | loss: 0.0311448 | val_loss: 0.0311642 | Time: 1725.37 ms [2022-04-02 04:48:26 main:574] : INFO : Epoch 1823 | loss: 0.0311451 | val_loss: 0.0311579 | Time: 1730.54 ms [2022-04-02 04:48:27 main:574] : INFO : Epoch 1824 | loss: 0.0311435 | val_loss: 0.0311619 | Time: 1749.51 ms [2022-04-02 04:48:29 main:574] : INFO : Epoch 1825 | loss: 0.0311435 | val_loss: 0.0311625 | Time: 1723.17 ms [2022-04-02 04:48:31 main:574] : INFO : Epoch 1826 | loss: 0.0311448 | val_loss: 0.0311637 | Time: 1740.56 ms [2022-04-02 04:48:32 main:574] : INFO : Epoch 1827 | loss: 0.0311452 | val_loss: 0.0311622 | Time: 1731.86 ms [2022-04-02 04:48:34 main:574] : INFO : Epoch 1828 | loss: 0.0311459 | val_loss: 0.0311607 | Time: 1679.18 ms [2022-04-02 04:48:36 main:574] : INFO : Epoch 1829 | loss: 0.0311494 | val_loss: 0.0311668 | Time: 1714.77 ms [2022-04-02 04:48:38 main:574] : INFO : Epoch 1830 | loss: 0.031154 | val_loss: 0.031164 | Time: 1705.83 ms [2022-04-02 04:48:39 main:574] : INFO : Epoch 1831 | loss: 0.031154 | val_loss: 0.0311619 | Time: 1750.17 ms [2022-04-02 04:48:41 main:574] : INFO : Epoch 1832 | loss: 0.0311535 | val_loss: 0.0311601 | Time: 1694.51 ms [2022-04-02 04:48:43 main:574] : INFO : Epoch 1833 | loss: 0.0311509 | val_loss: 0.0311598 | Time: 1754.8 ms [2022-04-02 04:48:45 main:574] : INFO : Epoch 1834 | loss: 0.0311473 | val_loss: 0.0311588 | Time: 1709.69 ms [2022-04-02 04:48:46 main:574] : INFO : Epoch 1835 | loss: 0.0311481 | val_loss: 0.0311603 | Time: 1741.44 ms [2022-04-02 04:48:48 main:574] : INFO : Epoch 1836 | loss: 0.031147 | val_loss: 0.0311638 | Time: 1727.47 ms [2022-04-02 04:48:50 main:574] : INFO : Epoch 1837 | loss: 0.0311488 | val_loss: 0.031158 | Time: 1764.05 ms [2022-04-02 04:48:52 main:574] : INFO : Epoch 1838 | loss: 0.0311468 | val_loss: 0.0311576 | Time: 1736.18 ms [2022-04-02 04:48:53 main:574] : INFO : Epoch 1839 | loss: 0.0311458 | val_loss: 0.0311581 | Time: 1750.15 ms [2022-04-02 04:48:55 main:574] : INFO : Epoch 1840 | loss: 0.0311454 | val_loss: 0.0311583 | Time: 1743.04 ms [2022-04-02 04:48:57 main:574] : INFO : Epoch 1841 | loss: 0.0311453 | val_loss: 0.031162 | Time: 1689.42 ms [2022-04-02 04:48:58 main:574] : INFO : Epoch 1842 | loss: 0.0311506 | val_loss: 0.0311588 | Time: 1734.31 ms [2022-04-02 04:49:00 main:574] : INFO : Epoch 1843 | loss: 0.0311478 | val_loss: 0.0311627 | Time: 1725.98 ms [2022-04-02 04:49:02 main:574] : INFO : Epoch 1844 | loss: 0.0311469 | val_loss: 0.0311607 | Time: 1728.33 ms [2022-04-02 04:49:04 main:574] : INFO : Epoch 1845 | loss: 0.0311455 | val_loss: 0.0311587 | Time: 1742.87 ms [2022-04-02 04:49:05 main:574] : INFO : Epoch 1846 | loss: 0.0311439 | val_loss: 0.0311627 | Time: 1713.81 ms [2022-04-02 04:49:07 main:574] : INFO : Epoch 1847 | loss: 0.0311426 | val_loss: 0.0311576 | Time: 1707.16 ms [2022-04-02 04:49:09 main:574] : INFO : Epoch 1848 | loss: 0.0311422 | val_loss: 0.0311601 | Time: 1727.45 ms [2022-04-02 04:49:11 main:574] : INFO : Epoch 1849 | loss: 0.0311425 | val_loss: 0.0311598 | Time: 1741.39 ms [2022-04-02 04:49:12 main:574] : INFO : Epoch 1850 | loss: 0.031142 | val_loss: 0.0311608 | Time: 1716.54 ms [2022-04-02 04:49:14 main:574] : INFO : Epoch 1851 | loss: 0.0311416 | val_loss: 0.0311566 | Time: 1686.66 ms [2022-04-02 04:49:16 main:574] : INFO : Epoch 1852 | loss: 0.0311409 | val_loss: 0.0311586 | Time: 1701.5 ms [2022-04-02 04:49:17 main:574] : INFO : Epoch 1853 | loss: 0.0311423 | val_loss: 0.0311613 | Time: 1733.38 ms [2022-04-02 04:49:19 main:574] : INFO : Epoch 1854 | loss: 0.0311414 | val_loss: 0.0311582 | Time: 1679.58 ms [2022-04-02 04:49:21 main:574] : INFO : Epoch 1855 | loss: 0.0311411 | val_loss: 0.0311585 | Time: 1713.73 ms [2022-04-02 04:49:23 main:574] : INFO : Epoch 1856 | loss: 0.0311407 | val_loss: 0.0311579 | Time: 1707.96 ms [2022-04-02 04:49:24 main:574] : INFO : Epoch 1857 | loss: 0.0311438 | val_loss: 0.0311629 | Time: 1751.29 ms [2022-04-02 04:49:26 main:574] : INFO : Epoch 1858 | loss: 0.0311447 | val_loss: 0.031161 | Time: 1700.42 ms [2022-04-02 04:49:28 main:574] : INFO : Epoch 1859 | loss: 0.0311431 | val_loss: 0.031158 | Time: 1730.84 ms [2022-04-02 04:49:29 main:574] : INFO : Epoch 1860 | loss: 0.0311411 | val_loss: 0.0311577 | Time: 1714.75 ms [2022-04-02 04:49:31 main:574] : INFO : Epoch 1861 | loss: 0.0311416 | val_loss: 0.031158 | Time: 1691.88 ms [2022-04-02 04:49:33 main:574] : INFO : Epoch 1862 | loss: 0.0311418 | val_loss: 0.0311615 | Time: 1694.13 ms [2022-04-02 04:49:35 main:574] : INFO : Epoch 1863 | loss: 0.031141 | val_loss: 0.0311647 | Time: 1715.36 ms [2022-04-02 04:49:36 main:574] : INFO : Epoch 1864 | loss: 0.031143 | val_loss: 0.031162 | Time: 1752.13 ms [2022-04-02 04:49:38 main:574] : INFO : Epoch 1865 | loss: 0.031144 | val_loss: 0.03116 | Time: 1721.67 ms [2022-04-02 04:49:40 main:574] : INFO : Epoch 1866 | loss: 0.0311445 | val_loss: 0.0311615 | Time: 1704.75 ms [2022-04-02 04:49:42 main:574] : INFO : Epoch 1867 | loss: 0.0311444 | val_loss: 0.0311606 | Time: 1725.88 ms [2022-04-02 04:49:43 main:574] : INFO : Epoch 1868 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 1723.04 ms [2022-04-02 04:49:45 main:574] : INFO : Epoch 1869 | loss: 0.0311464 | val_loss: 0.0311584 | Time: 1733.23 ms [2022-04-02 04:49:47 main:574] : INFO : Epoch 1870 | loss: 0.0311446 | val_loss: 0.0311614 | Time: 1738.01 ms [2022-04-02 04:49:48 main:574] : INFO : Epoch 1871 | loss: 0.0311445 | val_loss: 0.0311604 | Time: 1731.23 ms [2022-04-02 04:49:50 main:574] : INFO : Epoch 1872 | loss: 0.0311454 | val_loss: 0.031164 | Time: 1706.06 ms [2022-04-02 04:49:52 main:574] : INFO : Epoch 1873 | loss: 0.0311433 | val_loss: 0.0311604 | Time: 1719.38 ms [2022-04-02 04:49:54 main:574] : INFO : Epoch 1874 | loss: 0.0311413 | val_loss: 0.0311606 | Time: 1740.44 ms [2022-04-02 04:49:55 main:574] : INFO : Epoch 1875 | loss: 0.0311411 | val_loss: 0.0311591 | Time: 1723.42 ms [2022-04-02 04:49:57 main:574] : INFO : Epoch 1876 | loss: 0.0311398 | val_loss: 0.0311589 | Time: 1704.66 ms [2022-04-02 04:49:59 main:574] : INFO : Epoch 1877 | loss: 0.0311413 | val_loss: 0.031159 | Time: 1737.86 ms [2022-04-02 04:50:01 main:574] : INFO : Epoch 1878 | loss: 0.0311424 | val_loss: 0.0311632 | Time: 1726.54 ms [2022-04-02 04:50:02 main:574] : INFO : Epoch 1879 | loss: 0.0311457 | val_loss: 0.0311572 | Time: 1709.53 ms [2022-04-02 04:50:04 main:574] : INFO : Epoch 1880 | loss: 0.0311418 | val_loss: 0.0311615 | Time: 1730.33 ms [2022-04-02 04:50:06 main:574] : INFO : Epoch 1881 | loss: 0.0311427 | val_loss: 0.0311581 | Time: 1727.55 ms [2022-04-02 04:50:08 main:574] : INFO : Epoch 1882 | loss: 0.0311403 | val_loss: 0.0311585 | Time: 1722.23 ms [2022-04-02 04:50:09 main:574] : INFO : Epoch 1883 | loss: 0.0311407 | val_loss: 0.0311582 | Time: 1669.97 ms [2022-04-02 04:50:11 main:574] : INFO : Epoch 1884 | loss: 0.03114 | val_loss: 0.0311608 | Time: 1728.39 ms [2022-04-02 04:50:13 main:574] : INFO : Epoch 1885 | loss: 0.0311421 | val_loss: 0.0311635 | Time: 1687.13 ms [2022-04-02 04:50:14 main:574] : INFO : Epoch 1886 | loss: 0.031143 | val_loss: 0.0311667 | Time: 1687.82 ms [2022-04-02 04:50:16 main:574] : INFO : Epoch 1887 | loss: 0.0311412 | val_loss: 0.0311604 | Time: 1733.96 ms [2022-04-02 04:50:18 main:574] : INFO : Epoch 1888 | loss: 0.0311406 | val_loss: 0.0311614 | Time: 1755.67 ms [2022-04-02 04:50:20 main:574] : INFO : Epoch 1889 | loss: 0.0311394 | val_loss: 0.0311642 | Time: 1739.33 ms [2022-04-02 04:50:21 main:574] : INFO : Epoch 1890 | loss: 0.0311396 | val_loss: 0.0311614 | Time: 1738.93 ms [2022-04-02 04:50:23 main:574] : INFO : Epoch 1891 | loss: 0.0311413 | val_loss: 0.0311575 | Time: 1717.23 ms [2022-04-02 04:50:25 main:574] : INFO : Epoch 1892 | loss: 0.0311409 | val_loss: 0.0311571 | Time: 1695.26 ms [2022-04-02 04:50:26 main:574] : INFO : Epoch 1893 | loss: 0.0311407 | val_loss: 0.0311587 | Time: 1720.97 ms [2022-04-02 04:50:28 main:574] : INFO : Epoch 1894 | loss: 0.031141 | val_loss: 0.0311583 | Time: 1717.15 ms [2022-04-02 04:50:30 main:574] : INFO : Epoch 1895 | loss: 0.0311402 | val_loss: 0.0311591 | Time: 1724 ms [2022-04-02 04:50:32 main:574] : INFO : Epoch 1896 | loss: 0.0311396 | val_loss: 0.0311608 | Time: 1725.78 ms [2022-04-02 04:50:33 main:574] : INFO : Epoch 1897 | loss: 0.0311388 | val_loss: 0.0311598 | Time: 1735.21 ms [2022-04-02 04:50:35 main:574] : INFO : Epoch 1898 | loss: 0.0311381 | val_loss: 0.0311609 | Time: 1727.06 ms [2022-04-02 04:50:37 main:574] : INFO : Epoch 1899 | loss: 0.0311383 | val_loss: 0.031159 | Time: 1726.89 ms [2022-04-02 04:50:39 main:574] : INFO : Epoch 1900 | loss: 0.0311389 | val_loss: 0.0311593 | Time: 1729.88 ms [2022-04-02 04:50:40 main:574] : INFO : Epoch 1901 | loss: 0.0311368 | val_loss: 0.0311606 | Time: 1710.05 ms [2022-04-02 04:50:42 main:574] : INFO : Epoch 1902 | loss: 0.0311357 | val_loss: 0.0311597 | Time: 1716.4 ms [2022-04-02 04:50:44 main:574] : INFO : Epoch 1903 | loss: 0.0311349 | val_loss: 0.0311586 | Time: 1698.47 ms [2022-04-02 04:50:45 main:574] : INFO : Epoch 1904 | loss: 0.03114 | val_loss: 0.031173 | Time: 1711.1 ms [2022-04-02 04:50:47 main:574] : INFO : Epoch 1905 | loss: 0.0311513 | val_loss: 0.0311686 | Time: 1756.78 ms [2022-04-02 04:50:49 main:574] : INFO : Epoch 1906 | loss: 0.0311455 | val_loss: 0.0311594 | Time: 1714.24 ms [2022-04-02 04:50:51 main:574] : INFO : Epoch 1907 | loss: 0.0311417 | val_loss: 0.0311569 | Time: 1729.82 ms [2022-04-02 04:50:52 main:574] : INFO : Epoch 1908 | loss: 0.0311411 | val_loss: 0.0311587 | Time: 1734.86 ms [2022-04-02 04:50:54 main:574] : INFO : Epoch 1909 | loss: 0.0311433 | val_loss: 0.0311571 | Time: 1700.47 ms [2022-04-02 04:50:56 main:574] : INFO : Epoch 1910 | loss: 0.0311402 | val_loss: 0.0311585 | Time: 1703.71 ms [2022-04-02 04:50:58 main:574] : INFO : Epoch 1911 | loss: 0.0311401 | val_loss: 0.0311557 | Time: 1765.25 ms [2022-04-02 04:50:59 main:574] : INFO : Epoch 1912 | loss: 0.0311402 | val_loss: 0.031159 | Time: 1705.99 ms [2022-04-02 04:51:01 main:574] : INFO : Epoch 1913 | loss: 0.0311437 | val_loss: 0.0311645 | Time: 1730.64 ms [2022-04-02 04:51:03 main:574] : INFO : Epoch 1914 | loss: 0.0311478 | val_loss: 0.031162 | Time: 1724.2 ms [2022-04-02 04:51:04 main:574] : INFO : Epoch 1915 | loss: 0.0311442 | val_loss: 0.0311613 | Time: 1703.06 ms [2022-04-02 04:51:06 main:574] : INFO : Epoch 1916 | loss: 0.0311402 | val_loss: 0.0311606 | Time: 1751.37 ms [2022-04-02 04:51:08 main:574] : INFO : Epoch 1917 | loss: 0.0311404 | val_loss: 0.031159 | Time: 1723.86 ms [2022-04-02 04:51:10 main:574] : INFO : Epoch 1918 | loss: 0.0311387 | val_loss: 0.031161 | Time: 1755.22 ms [2022-04-02 04:51:11 main:574] : INFO : Epoch 1919 | loss: 0.0311384 | val_loss: 0.0311572 | Time: 1739.34 ms [2022-04-02 04:51:13 main:574] : INFO : Epoch 1920 | loss: 0.0311387 | val_loss: 0.0311593 | Time: 1691.16 ms [2022-04-02 04:51:15 main:574] : INFO : Epoch 1921 | loss: 0.0311374 | val_loss: 0.0311535 | Time: 1736.61 ms [2022-04-02 04:51:17 main:574] : INFO : Epoch 1922 | loss: 0.031138 | val_loss: 0.0311589 | Time: 1711.47 ms [2022-04-02 04:51:18 main:574] : INFO : Epoch 1923 | loss: 0.0311357 | val_loss: 0.031157 | Time: 1711.1 ms [2022-04-02 04:51:20 main:574] : INFO : Epoch 1924 | loss: 0.0311427 | val_loss: 0.0311579 | Time: 1724.93 ms [2022-04-02 04:51:22 main:574] : INFO : Epoch 1925 | loss: 0.0311434 | val_loss: 0.0311623 | Time: 1749.69 ms [2022-04-02 04:51:24 main:574] : INFO : Epoch 1926 | loss: 0.0311418 | val_loss: 0.0311609 | Time: 1711.39 ms [2022-04-02 04:51:25 main:574] : INFO : Epoch 1927 | loss: 0.0311408 | val_loss: 0.0311637 | Time: 1728.02 ms [2022-04-02 04:51:27 main:574] : INFO : Epoch 1928 | loss: 0.0311417 | val_loss: 0.0311612 | Time: 1730.49 ms [2022-04-02 04:51:29 main:574] : INFO : Epoch 1929 | loss: 0.0311399 | val_loss: 0.0311614 | Time: 1730.58 ms [2022-04-02 04:51:31 main:574] : INFO : Epoch 1930 | loss: 0.0311383 | val_loss: 0.0311605 | Time: 1731.15 ms [2022-04-02 04:51:32 main:574] : INFO : Epoch 1931 | loss: 0.0311382 | val_loss: 0.0311724 | Time: 1756.23 ms [2022-04-02 04:51:34 main:574] : INFO : Epoch 1932 | loss: 0.0311383 | val_loss: 0.0311615 | Time: 1729.32 ms [2022-04-02 04:51:36 main:574] : INFO : Epoch 1933 | loss: 0.0311372 | val_loss: 0.0311609 | Time: 1737.88 ms [2022-04-02 04:51:38 main:574] : INFO : Epoch 1934 | loss: 0.0311375 | val_loss: 0.0311626 | Time: 1743.04 ms [2022-04-02 04:51:39 main:574] : INFO : Epoch 1935 | loss: 0.0311409 | val_loss: 0.0311656 | Time: 1713.24 ms [2022-04-02 04:51:41 main:574] : INFO : Epoch 1936 | loss: 0.0311453 | val_loss: 0.0311663 | Time: 1702.17 ms [2022-04-02 04:51:43 main:574] : INFO : Epoch 1937 | loss: 0.0311432 | val_loss: 0.0311616 | Time: 1702.86 ms [2022-04-02 04:51:44 main:574] : INFO : Epoch 1938 | loss: 0.0311413 | val_loss: 0.0311622 | Time: 1735.91 ms [2022-04-02 04:51:46 main:574] : INFO : Epoch 1939 | loss: 0.0311391 | val_loss: 0.0311625 | Time: 1719.92 ms [2022-04-02 04:51:48 main:574] : INFO : Epoch 1940 | loss: 0.0311388 | val_loss: 0.0311608 | Time: 1721.99 ms [2022-04-02 04:51:50 main:574] : INFO : Epoch 1941 | loss: 0.0311375 | val_loss: 0.0311575 | Time: 1710.56 ms [2022-04-02 04:51:51 main:574] : INFO : Epoch 1942 | loss: 0.0311377 | val_loss: 0.0311604 | Time: 1729.51 ms [2022-04-02 04:51:53 main:574] : INFO : Epoch 1943 | loss: 0.0311416 | val_loss: 0.0311604 | Time: 1676.73 ms [2022-04-02 04:51:55 main:574] : INFO : Epoch 1944 | loss: 0.0311494 | val_loss: 0.0311606 | Time: 1679.33 ms [2022-04-02 04:51:56 main:574] : INFO : Epoch 1945 | loss: 0.0311445 | val_loss: 0.0311759 | Time: 1741.41 ms [2022-04-02 04:51:58 main:574] : INFO : Epoch 1946 | loss: 0.0311401 | val_loss: 0.0311608 | Time: 1738.23 ms [2022-04-02 04:52:00 main:574] : INFO : Epoch 1947 | loss: 0.0311391 | val_loss: 0.0311637 | Time: 1729.29 ms [2022-04-02 04:52:02 main:574] : INFO : Epoch 1948 | loss: 0.031139 | val_loss: 0.0311629 | Time: 1756.75 ms [2022-04-02 04:52:03 main:574] : INFO : Epoch 1949 | loss: 0.0311369 | val_loss: 0.0311585 | Time: 1682.09 ms [2022-04-02 04:52:05 main:574] : INFO : Epoch 1950 | loss: 0.0311361 | val_loss: 0.0311615 | Time: 1710.69 ms [2022-04-02 04:52:07 main:574] : INFO : Epoch 1951 | loss: 0.0311367 | val_loss: 0.0311616 | Time: 1748.07 ms [2022-04-02 04:52:09 main:574] : INFO : Epoch 1952 | loss: 0.031137 | val_loss: 0.0311602 | Time: 1726.6 ms [2022-04-02 04:52:10 main:574] : INFO : Epoch 1953 | loss: 0.0311356 | val_loss: 0.0311664 | Time: 1712.44 ms [2022-04-02 04:52:12 main:574] : INFO : Epoch 1954 | loss: 0.0311392 | val_loss: 0.0311618 | Time: 1713.91 ms [2022-04-02 04:52:14 main:574] : INFO : Epoch 1955 | loss: 0.0311402 | val_loss: 0.0311576 | Time: 1675.94 ms [2022-04-02 04:52:15 main:574] : INFO : Epoch 1956 | loss: 0.0311387 | val_loss: 0.0311607 | Time: 1719.32 ms [2022-04-02 04:52:17 main:574] : INFO : Epoch 1957 | loss: 0.0311394 | val_loss: 0.0311561 | Time: 1711.37 ms [2022-04-02 04:52:19 main:574] : INFO : Epoch 1958 | loss: 0.0311367 | val_loss: 0.0311568 | Time: 1701.5 ms [2022-04-02 04:52:21 main:574] : INFO : Epoch 1959 | loss: 0.0311361 | val_loss: 0.0311563 | Time: 1725.7 ms [2022-04-02 04:52:22 main:574] : INFO : Epoch 1960 | loss: 0.0311351 | val_loss: 0.0311606 | Time: 1723.73 ms [2022-04-02 04:52:24 main:574] : INFO : Epoch 1961 | loss: 0.031137 | val_loss: 0.0311699 | Time: 1732.15 ms [2022-04-02 04:52:26 main:574] : INFO : Epoch 1962 | loss: 0.0311372 | val_loss: 0.0311585 | Time: 1733.13 ms [2022-04-02 04:52:27 main:574] : INFO : Epoch 1963 | loss: 0.0311368 | val_loss: 0.0311594 | Time: 1702.66 ms [2022-04-02 04:52:29 main:574] : INFO : Epoch 1964 | loss: 0.0311363 | val_loss: 0.0311604 | Time: 1702.13 ms [2022-04-02 04:52:31 main:574] : INFO : Epoch 1965 | loss: 0.0311353 | val_loss: 0.0311618 | Time: 1727.69 ms [2022-04-02 04:52:33 main:574] : INFO : Epoch 1966 | loss: 0.0313495 | val_loss: 0.0337738 | Time: 1720.32 ms [2022-04-02 04:52:34 main:574] : INFO : Epoch 1967 | loss: 0.0354532 | val_loss: 0.0342669 | Time: 1750.04 ms [2022-04-02 04:52:36 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 1722.17 ms [2022-04-02 04:52:38 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 1726.93 ms [2022-04-02 04:52:40 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 1713.35 ms [2022-04-02 04:52:41 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 1726.08 ms [2022-04-02 04:52:43 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 1730.11 ms [2022-04-02 04:52:45 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 1701.5 ms [2022-04-02 04:52:46 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 1711.56 ms [2022-04-02 04:52:48 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 1712.45 ms [2022-04-02 04:52:50 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 1728.54 ms [2022-04-02 04:52:52 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 1720.95 ms [2022-04-02 04:52:53 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 1741.59 ms [2022-04-02 04:52:55 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 1725.09 ms [2022-04-02 04:52:57 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 1723.84 ms [2022-04-02 04:52:59 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 1747.77 ms [2022-04-02 04:53:00 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 1727.99 ms [2022-04-02 04:53:02 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 1720.72 ms [2022-04-02 04:53:04 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 1715.11 ms [2022-04-02 04:53:06 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 1731.55 ms [2022-04-02 04:53:07 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 1692.14 ms [2022-04-02 04:53:09 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 1736.1 ms [2022-04-02 04:53:11 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 1709.1 ms [2022-04-02 04:53:12 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 1718.32 ms [2022-04-02 04:53:14 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 1721.88 ms [2022-04-02 04:53:16 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 1702.64 ms [2022-04-02 04:53:18 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 1721.52 ms [2022-04-02 04:53:19 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 1711.76 ms [2022-04-02 04:53:21 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 1703.36 ms [2022-04-02 04:53:23 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 1735.29 ms [2022-04-02 04:53:24 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 1714.76 ms [2022-04-02 04:53:26 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 1700.86 ms [2022-04-02 04:53:28 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 1703.8 ms [2022-04-02 04:53:30 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 1713.19 ms [2022-04-02 04:53:31 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 1701.5 ms [2022-04-02 04:53:33 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 1704.02 ms [2022-04-02 04:53:35 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 1748.21 ms [2022-04-02 04:53:37 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 1719.06 ms [2022-04-02 04:53:38 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 1710.86 ms [2022-04-02 04:53:40 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 1735.8 ms [2022-04-02 04:53:42 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 1722.85 ms [2022-04-02 04:53:43 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 1729.36 ms [2022-04-02 04:53:45 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 1683.82 ms [2022-04-02 04:53:47 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 1709.97 ms [2022-04-02 04:53:49 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 1727.94 ms [2022-04-02 04:53:50 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 1697.87 ms [2022-04-02 04:53:52 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 1716.16 ms [2022-04-02 04:53:54 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 1744.97 ms [2022-04-02 04:53:55 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 1700.69 ms [2022-04-02 04:53:57 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 1703.89 ms [2022-04-02 04:53:59 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 1704.62 ms [2022-04-02 04:54:01 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 1716.78 ms [2022-04-02 04:54:02 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 1748.52 ms [2022-04-02 04:54:04 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 1736.99 ms [2022-04-02 04:54:06 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 1734.07 ms [2022-04-02 04:54:08 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 1729.07 ms [2022-04-02 04:54:09 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1708.51 ms [2022-04-02 04:54:11 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 1730.32 ms [2022-04-02 04:54:13 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1723.46 ms [2022-04-02 04:54:14 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1712.44 ms [2022-04-02 04:54:16 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1715.66 ms [2022-04-02 04:54:18 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1676.36 ms [2022-04-02 04:54:20 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1733.22 ms [2022-04-02 04:54:21 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1752.45 ms [2022-04-02 04:54:23 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 1709.56 ms [2022-04-02 04:54:25 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1708.45 ms [2022-04-02 04:54:27 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1710.28 ms [2022-04-02 04:54:28 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1716.77 ms [2022-04-02 04:54:30 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1704.59 ms [2022-04-02 04:54:32 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1736.31 ms [2022-04-02 04:54:33 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1706.32 ms [2022-04-02 04:54:35 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1723.93 ms [2022-04-02 04:54:37 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1702.38 ms [2022-04-02 04:54:39 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 1749.81 ms [2022-04-02 04:54:40 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1754.43 ms [2022-04-02 04:54:42 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 1701.35 ms [2022-04-02 04:54:44 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1718.06 ms [2022-04-02 04:54:46 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1700.97 ms [2022-04-02 04:54:47 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1707.73 ms [2022-04-02 04:54:49 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1718.82 ms [2022-04-02 04:54:51 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1736.55 ms [2022-04-02 04:54:52 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1751.66 ms [2022-04-02 04:54:54 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1708.11 ms [2022-04-02 04:54:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-04-02 04:54:54 main:603] : INFO : Saving end state to config to file [2022-04-02 04:54:54 main:608] : INFO : Success, exiting.. 04:54:54 (6336): 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)