Task 5142342
| Name | ParityMachine-1619234059-15984-1_0 |
| Workunit | 3088837 |
| Created | 4 May 2021, 0:53:11 UTC |
| Sent | 11 May 2021, 13:29:43 UTC |
| Report deadline | 18 May 2021, 13:29:43 UTC |
| Received | 11 May 2021, 23:40:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 1 hours 0 min 15 sec |
| CPU time | 57 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 02:25:06 main:574] : INFO : Epoch 1542 | loss: 0.0311531 | val_loss: 0.0311633 | Time: 1689.22 ms [2021-05-12 02:25:08 main:574] : INFO : Epoch 1543 | loss: 0.0311512 | val_loss: 0.0311623 | Time: 1698.79 ms [2021-05-12 02:25:10 main:574] : INFO : Epoch 1544 | loss: 0.0311507 | val_loss: 0.0311626 | Time: 1709.59 ms [2021-05-12 02:25:12 main:574] : INFO : Epoch 1545 | loss: 0.0311485 | val_loss: 0.0311609 | Time: 1683.5 ms [2021-05-12 02:25:13 main:574] : INFO : Epoch 1546 | loss: 0.0311471 | val_loss: 0.0311651 | Time: 1691.56 ms [2021-05-12 02:25:15 main:574] : INFO : Epoch 1547 | loss: 0.0311465 | val_loss: 0.0311613 | Time: 1702.43 ms [2021-05-12 02:25:17 main:574] : INFO : Epoch 1548 | loss: 0.0311458 | val_loss: 0.031162 | Time: 1679.44 ms [2021-05-12 02:25:19 main:574] : INFO : Epoch 1549 | loss: 0.0311453 | val_loss: 0.0311609 | Time: 1706.03 ms [2021-05-12 02:25:20 main:574] : INFO : Epoch 1550 | loss: 0.0311445 | val_loss: 0.0311632 | Time: 1666.03 ms [2021-05-12 02:25:22 main:574] : INFO : Epoch 1551 | loss: 0.0311437 | val_loss: 0.0311614 | Time: 1682.19 ms [2021-05-12 02:25:24 main:574] : INFO : Epoch 1552 | loss: 0.0311428 | val_loss: 0.031166 | Time: 1686.92 ms [2021-05-12 02:25:26 main:574] : INFO : Epoch 1553 | loss: 0.0311441 | val_loss: 0.0311646 | Time: 1685.41 ms [2021-05-12 02:25:27 main:574] : INFO : Epoch 1554 | loss: 0.0311437 | val_loss: 0.0311625 | Time: 1716.11 ms [2021-05-12 02:25:29 main:574] : INFO : Epoch 1555 | loss: 0.0311445 | val_loss: 0.0311638 | Time: 1709.39 ms [2021-05-12 02:25:31 main:574] : INFO : Epoch 1556 | loss: 0.031145 | val_loss: 0.0311645 | Time: 1693.81 ms [2021-05-12 02:25:33 main:574] : INFO : Epoch 1557 | loss: 0.031147 | val_loss: 0.0311642 | Time: 1662.68 ms [2021-05-12 02:25:34 main:574] : INFO : Epoch 1558 | loss: 0.0311477 | val_loss: 0.0311662 | Time: 1712.39 ms [2021-05-12 02:25:36 main:574] : INFO : Epoch 1559 | loss: 0.0311497 | val_loss: 0.0311648 | Time: 1679.23 ms [2021-05-12 02:25:38 main:574] : INFO : Epoch 1560 | loss: 0.031149 | val_loss: 0.0311679 | Time: 1721.75 ms [2021-05-12 02:25:40 main:574] : INFO : Epoch 1561 | loss: 0.0311474 | val_loss: 0.0311625 | Time: 1701.13 ms [2021-05-12 02:25:41 main:574] : INFO : Epoch 1562 | loss: 0.0311441 | val_loss: 0.031167 | Time: 1692.76 ms [2021-05-12 02:25:43 main:574] : INFO : Epoch 1563 | loss: 0.0311446 | val_loss: 0.031169 | Time: 1663.22 ms [2021-05-12 02:25:45 main:574] : INFO : Epoch 1564 | loss: 0.0311455 | val_loss: 0.0311623 | Time: 1703.67 ms [2021-05-12 02:25:47 main:574] : INFO : Epoch 1565 | loss: 0.0311432 | val_loss: 0.0311607 | Time: 1696.4 ms [2021-05-12 02:25:48 main:574] : INFO : Epoch 1566 | loss: 0.0311433 | val_loss: 0.0311616 | Time: 1685.55 ms [2021-05-12 02:25:50 main:574] : INFO : Epoch 1567 | loss: 0.031142 | val_loss: 0.031161 | Time: 1724.1 ms [2021-05-12 02:25:52 main:574] : INFO : Epoch 1568 | loss: 0.0311428 | val_loss: 0.0311655 | Time: 1674.22 ms [2021-05-12 02:25:54 main:574] : INFO : Epoch 1569 | loss: 0.0311462 | val_loss: 0.031165 | Time: 1674.28 ms [2021-05-12 02:25:55 main:574] : INFO : Epoch 1570 | loss: 0.0311413 | val_loss: 0.0311658 | Time: 1678.43 ms [2021-05-12 02:25:57 main:574] : INFO : Epoch 1571 | loss: 0.0311427 | val_loss: 0.0311617 | Time: 1699.32 ms [2021-05-12 02:25:59 main:574] : INFO : Epoch 1572 | loss: 0.0311417 | val_loss: 0.0311639 | Time: 1718.61 ms [2021-05-12 02:26:01 main:574] : INFO : Epoch 1573 | loss: 0.0311435 | val_loss: 0.0311633 | Time: 1708.84 ms [2021-05-12 02:26:02 main:574] : INFO : Epoch 1574 | loss: 0.03115 | val_loss: 0.0311639 | Time: 1656.4 ms [2021-05-12 02:26:04 main:574] : INFO : Epoch 1575 | loss: 0.0311525 | val_loss: 0.0311659 | Time: 1690.3 ms [2021-05-12 02:26:06 main:574] : INFO : Epoch 1576 | loss: 0.0311509 | val_loss: 0.0311657 | Time: 1699.85 ms [2021-05-12 02:26:08 main:574] : INFO : Epoch 1577 | loss: 0.0311505 | val_loss: 0.0311692 | Time: 1691.97 ms [2021-05-12 02:26:09 main:574] : INFO : Epoch 1578 | loss: 0.0311515 | val_loss: 0.0311676 | Time: 1694.93 ms [2021-05-12 02:26:11 main:574] : INFO : Epoch 1579 | loss: 0.0311493 | val_loss: 0.0311682 | Time: 1678.86 ms [2021-05-12 02:26:13 main:574] : INFO : Epoch 1580 | loss: 0.0311486 | val_loss: 0.0311626 | Time: 1673.47 ms [2021-05-12 02:26:15 main:574] : INFO : Epoch 1581 | loss: 0.0311454 | val_loss: 0.0311631 | Time: 1696.93 ms [2021-05-12 02:26:16 main:574] : INFO : Epoch 1582 | loss: 0.0311462 | val_loss: 0.0311636 | Time: 1675.92 ms [2021-05-12 02:26:18 main:574] : INFO : Epoch 1583 | loss: 0.0311459 | val_loss: 0.0311637 | Time: 1698.82 ms [2021-05-12 02:26:20 main:574] : INFO : Epoch 1584 | loss: 0.0311454 | val_loss: 0.031163 | Time: 1704.78 ms [2021-05-12 02:26:22 main:574] : INFO : Epoch 1585 | loss: 0.0311458 | val_loss: 0.0311644 | Time: 1710.2 ms [2021-05-12 02:26:23 main:574] : INFO : Epoch 1586 | loss: 0.0311455 | val_loss: 0.0311658 | Time: 1654.43 ms [2021-05-12 02:26:25 main:574] : INFO : Epoch 1587 | loss: 0.0311431 | val_loss: 0.0311629 | Time: 1697.74 ms [2021-05-12 02:26:27 main:574] : INFO : Epoch 1588 | loss: 0.0311437 | val_loss: 0.0311666 | Time: 1698.11 ms [2021-05-12 02:26:29 main:574] : INFO : Epoch 1589 | loss: 0.0311441 | val_loss: 0.0311644 | Time: 1707.56 ms [2021-05-12 02:26:30 main:574] : INFO : Epoch 1590 | loss: 0.0311432 | val_loss: 0.0311649 | Time: 1715.38 ms [2021-05-12 02:26:32 main:574] : INFO : Epoch 1591 | loss: 0.0311431 | val_loss: 0.0311651 | Time: 1674.12 ms [2021-05-12 02:26:34 main:574] : INFO : Epoch 1592 | loss: 0.0311521 | val_loss: 0.0311684 | Time: 1668.33 ms [2021-05-12 02:26:36 main:574] : INFO : Epoch 1593 | loss: 0.0311504 | val_loss: 0.0311663 | Time: 1702.33 ms [2021-05-12 02:26:37 main:574] : INFO : Epoch 1594 | loss: 0.0311477 | val_loss: 0.0311664 | Time: 1691.94 ms [2021-05-12 02:26:39 main:574] : INFO : Epoch 1595 | loss: 0.0311462 | val_loss: 0.0311643 | Time: 1716.9 ms [2021-05-12 02:26:41 main:574] : INFO : Epoch 1596 | loss: 0.0311456 | val_loss: 0.0311643 | Time: 1708.21 ms [2021-05-12 02:26:43 main:574] : INFO : Epoch 1597 | loss: 0.0311477 | val_loss: 0.0311667 | Time: 1663.44 ms [2021-05-12 02:26:44 main:574] : INFO : Epoch 1598 | loss: 0.0311503 | val_loss: 0.031164 | Time: 1689.29 ms [2021-05-12 02:26:46 main:574] : INFO : Epoch 1599 | loss: 0.0311495 | val_loss: 0.0311605 | Time: 1697.21 ms [2021-05-12 02:26:48 main:574] : INFO : Epoch 1600 | loss: 0.0311498 | val_loss: 0.0311638 | Time: 1717.28 ms [2021-05-12 02:26:50 main:574] : INFO : Epoch 1601 | loss: 0.0311483 | val_loss: 0.0311631 | Time: 1685.87 ms [2021-05-12 02:26:51 main:574] : INFO : Epoch 1602 | loss: 0.0311456 | val_loss: 0.0311631 | Time: 1696.93 ms [2021-05-12 02:26:53 main:574] : INFO : Epoch 1603 | loss: 0.031144 | val_loss: 0.0311676 | Time: 1674.98 ms [2021-05-12 02:26:55 main:574] : INFO : Epoch 1604 | loss: 0.0311457 | val_loss: 0.0311644 | Time: 1709.51 ms [2021-05-12 02:26:57 main:574] : INFO : Epoch 1605 | loss: 0.0311441 | val_loss: 0.0311642 | Time: 1692.58 ms [2021-05-12 02:26:58 main:574] : INFO : Epoch 1606 | loss: 0.0311419 | val_loss: 0.0311608 | Time: 1695 ms [2021-05-12 02:27:00 main:574] : INFO : Epoch 1607 | loss: 0.0311396 | val_loss: 0.0311634 | Time: 1707.39 ms [2021-05-12 02:27:02 main:574] : INFO : Epoch 1608 | loss: 0.03114 | val_loss: 0.0311632 | Time: 1682.03 ms [2021-05-12 02:27:04 main:574] : INFO : Epoch 1609 | loss: 0.0311449 | val_loss: 0.031164 | Time: 1680.98 ms [2021-05-12 02:27:05 main:574] : INFO : Epoch 1610 | loss: 0.0311454 | val_loss: 0.0311653 | Time: 1699.7 ms [2021-05-12 02:27:07 main:574] : INFO : Epoch 1611 | loss: 0.0311438 | val_loss: 0.031165 | Time: 1691.15 ms [2021-05-12 02:27:09 main:574] : INFO : Epoch 1612 | loss: 0.0311419 | val_loss: 0.0311636 | Time: 1719.34 ms [2021-05-12 02:27:11 main:574] : INFO : Epoch 1613 | loss: 0.0311422 | val_loss: 0.0311618 | Time: 1683.48 ms [2021-05-12 02:27:12 main:574] : INFO : Epoch 1614 | loss: 0.0311419 | val_loss: 0.031166 | Time: 1674.71 ms [2021-05-12 02:27:14 main:574] : INFO : Epoch 1615 | loss: 0.0311404 | val_loss: 0.0311633 | Time: 1693.89 ms [2021-05-12 02:27:16 main:574] : INFO : Epoch 1616 | loss: 0.0311406 | val_loss: 0.0311599 | Time: 1703.5 ms [2021-05-12 02:27:18 main:574] : INFO : Epoch 1617 | loss: 0.0311406 | val_loss: 0.0311607 | Time: 1674.97 ms [2021-05-12 02:27:20 main:574] : INFO : Epoch 1618 | loss: 0.0311393 | val_loss: 0.0311658 | Time: 1715.77 ms [2021-05-12 02:27:21 main:574] : INFO : Epoch 1619 | loss: 0.0311393 | val_loss: 0.031162 | Time: 1708.45 ms [2021-05-12 02:27:23 main:574] : INFO : Epoch 1620 | loss: 0.0311391 | val_loss: 0.0311634 | Time: 1686.16 ms [2021-05-12 02:27:25 main:574] : INFO : Epoch 1621 | loss: 0.0311376 | val_loss: 0.0311673 | Time: 1698.18 ms [2021-05-12 02:27:27 main:574] : INFO : Epoch 1622 | loss: 0.0311379 | val_loss: 0.0311679 | Time: 1714.98 ms [2021-05-12 02:27:28 main:574] : INFO : Epoch 1623 | loss: 0.0311393 | val_loss: 0.0311647 | Time: 1688.46 ms [2021-05-12 02:27:30 main:574] : INFO : Epoch 1624 | loss: 0.0311407 | val_loss: 0.0311669 | Time: 1688.48 ms [2021-05-12 02:27:32 main:574] : INFO : Epoch 1625 | loss: 0.0311384 | val_loss: 0.0311673 | Time: 1696.12 ms [2021-05-12 02:27:34 main:574] : INFO : Epoch 1626 | loss: 0.0311409 | val_loss: 0.0311636 | Time: 1682.07 ms [2021-05-12 02:27:35 main:574] : INFO : Epoch 1627 | loss: 0.031138 | val_loss: 0.0311617 | Time: 1696.5 ms [2021-05-12 02:27:37 main:574] : INFO : Epoch 1628 | loss: 0.0311368 | val_loss: 0.0311623 | Time: 1739.88 ms [2021-05-12 02:27:39 main:574] : INFO : Epoch 1629 | loss: 0.0311407 | val_loss: 0.0311629 | Time: 1709.81 ms [2021-05-12 02:27:41 main:574] : INFO : Epoch 1630 | loss: 0.0311445 | val_loss: 0.0311646 | Time: 1693.33 ms [2021-05-12 02:27:42 main:574] : INFO : Epoch 1631 | loss: 0.0311404 | val_loss: 0.0311615 | Time: 1662.58 ms [2021-05-12 02:27:44 main:574] : INFO : Epoch 1632 | loss: 0.0311391 | val_loss: 0.0311605 | Time: 1707.33 ms [2021-05-12 02:27:46 main:574] : INFO : Epoch 1633 | loss: 0.0311385 | val_loss: 0.0311604 | Time: 1701.64 ms [2021-05-12 02:27:48 main:574] : INFO : Epoch 1634 | loss: 0.0311393 | val_loss: 0.0311643 | Time: 1698.58 ms [2021-05-12 02:27:49 main:574] : INFO : Epoch 1635 | loss: 0.0311414 | val_loss: 0.03116 | Time: 1707.71 ms [2021-05-12 02:27:51 main:574] : INFO : Epoch 1636 | loss: 0.0311411 | val_loss: 0.031163 | Time: 1710.58 ms [2021-05-12 02:27:53 main:574] : INFO : Epoch 1637 | loss: 0.0311399 | val_loss: 0.0311616 | Time: 1653.89 ms [2021-05-12 02:27:55 main:574] : INFO : Epoch 1638 | loss: 0.031143 | val_loss: 0.0311734 | Time: 1725.96 ms [2021-05-12 02:27:56 main:574] : INFO : Epoch 1639 | loss: 0.0311492 | val_loss: 0.0311632 | Time: 1721.65 ms [2021-05-12 02:27:58 main:574] : INFO : Epoch 1640 | loss: 0.0311411 | val_loss: 0.0311636 | Time: 1699.61 ms [2021-05-12 02:28:00 main:574] : INFO : Epoch 1641 | loss: 0.0311389 | val_loss: 0.0311626 | Time: 1710.95 ms [2021-05-12 02:28:02 main:574] : INFO : Epoch 1642 | loss: 0.0311379 | val_loss: 0.0311632 | Time: 1699.71 ms [2021-05-12 02:28:03 main:574] : INFO : Epoch 1643 | loss: 0.0311386 | val_loss: 0.0311619 | Time: 1657.26 ms [2021-05-12 02:28:05 main:574] : INFO : Epoch 1644 | loss: 0.0311356 | val_loss: 0.0311605 | Time: 1697.85 ms [2021-05-12 02:28:07 main:574] : INFO : Epoch 1645 | loss: 0.0311353 | val_loss: 0.0311638 | Time: 1665.23 ms [2021-05-12 02:28:09 main:574] : INFO : Epoch 1646 | loss: 0.0311357 | val_loss: 0.03116 | Time: 1697.15 ms [2021-05-12 02:28:10 main:574] : INFO : Epoch 1647 | loss: 0.0311377 | val_loss: 0.031161 | Time: 1679.4 ms [2021-05-12 02:28:12 main:574] : INFO : Epoch 1648 | loss: 0.0311422 | val_loss: 0.0311643 | Time: 1673.87 ms [2021-05-12 02:28:14 main:574] : INFO : Epoch 1649 | loss: 0.0311426 | val_loss: 0.0311595 | Time: 1677.31 ms [2021-05-12 02:28:16 main:574] : INFO : Epoch 1650 | loss: 0.0311439 | val_loss: 0.0311592 | Time: 1693.52 ms [2021-05-12 02:28:17 main:574] : INFO : Epoch 1651 | loss: 0.0311409 | val_loss: 0.0311592 | Time: 1686.73 ms [2021-05-12 02:28:19 main:574] : INFO : Epoch 1652 | loss: 0.0311408 | val_loss: 0.0311609 | Time: 1719.82 ms [2021-05-12 02:28:21 main:574] : INFO : Epoch 1653 | loss: 0.0311406 | val_loss: 0.0311613 | Time: 1726.05 ms [2021-05-12 02:28:23 main:574] : INFO : Epoch 1654 | loss: 0.0311396 | val_loss: 0.0311652 | Time: 1657.76 ms [2021-05-12 02:28:24 main:574] : INFO : Epoch 1655 | loss: 0.031139 | val_loss: 0.0311597 | Time: 1705.03 ms [2021-05-12 02:28:26 main:574] : INFO : Epoch 1656 | loss: 0.0311381 | val_loss: 0.0311571 | Time: 1709.35 ms [2021-05-12 02:28:28 main:574] : INFO : Epoch 1657 | loss: 0.031137 | val_loss: 0.0311564 | Time: 1707.71 ms [2021-05-12 02:28:30 main:574] : INFO : Epoch 1658 | loss: 0.0311351 | val_loss: 0.0311605 | Time: 1715.8 ms [2021-05-12 02:28:31 main:574] : INFO : Epoch 1659 | loss: 0.0311346 | val_loss: 0.0311584 | Time: 1686.17 ms [2021-05-12 02:28:33 main:574] : INFO : Epoch 1660 | loss: 0.0311356 | val_loss: 0.0311576 | Time: 1670.95 ms [2021-05-12 02:28:35 main:574] : INFO : Epoch 1661 | loss: 0.0311351 | val_loss: 0.0311584 | Time: 1703.61 ms [2021-05-12 02:28:37 main:574] : INFO : Epoch 1662 | loss: 0.0311366 | val_loss: 0.0311675 | Time: 1700.88 ms [2021-05-12 02:28:38 main:574] : INFO : Epoch 1663 | loss: 0.0311363 | val_loss: 0.0311621 | Time: 1682.04 ms [2021-05-12 02:28:40 main:574] : INFO : Epoch 1664 | loss: 0.0311308 | val_loss: 0.0311618 | Time: 1707.1 ms [2021-05-12 02:28:42 main:574] : INFO : Epoch 1665 | loss: 0.0311304 | val_loss: 0.0311597 | Time: 1677.4 ms [2021-05-12 02:28:44 main:574] : INFO : Epoch 1666 | loss: 0.031132 | val_loss: 0.0311634 | Time: 1662.52 ms [2021-05-12 02:28:45 main:574] : INFO : Epoch 1667 | loss: 0.0311333 | val_loss: 0.03116 | Time: 1719.67 ms [2021-05-12 02:28:47 main:574] : INFO : Epoch 1668 | loss: 0.031133 | val_loss: 0.0311604 | Time: 1696.29 ms [2021-05-12 02:28:49 main:574] : INFO : Epoch 1669 | loss: 0.0311381 | val_loss: 0.0311602 | Time: 1708.43 ms [2021-05-12 02:28:51 main:574] : INFO : Epoch 1670 | loss: 0.0311367 | val_loss: 0.0311613 | Time: 1697.72 ms [2021-05-12 02:28:52 main:574] : INFO : Epoch 1671 | loss: 0.0311341 | val_loss: 0.0311603 | Time: 1665.98 ms [2021-05-12 02:28:54 main:574] : INFO : Epoch 1672 | loss: 0.0311373 | val_loss: 0.0311606 | Time: 1675.32 ms [2021-05-12 02:28:56 main:574] : INFO : Epoch 1673 | loss: 0.0311352 | val_loss: 0.0311602 | Time: 1686.59 ms [2021-05-12 02:28:58 main:574] : INFO : Epoch 1674 | loss: 0.0311329 | val_loss: 0.0311633 | Time: 1688.68 ms [2021-05-12 02:28:59 main:574] : INFO : Epoch 1675 | loss: 0.031131 | val_loss: 0.0311612 | Time: 1690.67 ms [2021-05-12 02:29:01 main:574] : INFO : Epoch 1676 | loss: 0.0311303 | val_loss: 0.031162 | Time: 1735.77 ms [2021-05-12 02:29:03 main:574] : INFO : Epoch 1677 | loss: 0.0311305 | val_loss: 0.0311593 | Time: 1649.22 ms [2021-05-12 02:29:05 main:574] : INFO : Epoch 1678 | loss: 0.0311392 | val_loss: 0.0311633 | Time: 1707.61 ms [2021-05-12 02:29:06 main:574] : INFO : Epoch 1679 | loss: 0.0311449 | val_loss: 0.031155 | Time: 1728.89 ms [2021-05-12 02:29:08 main:574] : INFO : Epoch 1680 | loss: 0.0311416 | val_loss: 0.0311547 | Time: 1686.65 ms [2021-05-12 02:29:10 main:574] : INFO : Epoch 1681 | loss: 0.0311385 | val_loss: 0.0311565 | Time: 1701.75 ms [2021-05-12 02:29:12 main:574] : INFO : Epoch 1682 | loss: 0.031138 | val_loss: 0.0311581 | Time: 1742.99 ms [2021-05-12 02:29:13 main:574] : INFO : Epoch 1683 | loss: 0.0311372 | val_loss: 0.0311536 | Time: 1664.21 ms [2021-05-12 02:29:15 main:574] : INFO : Epoch 1684 | loss: 0.031137 | val_loss: 0.0311647 | Time: 1706.52 ms [2021-05-12 02:29:17 main:574] : INFO : Epoch 1685 | loss: 0.0311379 | val_loss: 0.0311548 | Time: 1709.77 ms [2021-05-12 02:29:19 main:574] : INFO : Epoch 1686 | loss: 0.0311375 | val_loss: 0.0311544 | Time: 1711.41 ms [2021-05-12 02:29:20 main:574] : INFO : Epoch 1687 | loss: 0.0311356 | val_loss: 0.0311527 | Time: 1683.42 ms [2021-05-12 02:29:22 main:574] : INFO : Epoch 1688 | loss: 0.031134 | val_loss: 0.0311552 | Time: 1685.95 ms [2021-05-12 02:29:24 main:574] : INFO : Epoch 1689 | loss: 0.0311334 | val_loss: 0.0311551 | Time: 1672.89 ms [2021-05-12 02:29:26 main:574] : INFO : Epoch 1690 | loss: 0.0311326 | val_loss: 0.0311617 | Time: 1727.43 ms [2021-05-12 02:29:27 main:574] : INFO : Epoch 1691 | loss: 0.0311352 | val_loss: 0.0311569 | Time: 1686.5 ms [2021-05-12 02:29:29 main:574] : INFO : Epoch 1692 | loss: 0.0311314 | val_loss: 0.0311562 | Time: 1710.49 ms [2021-05-12 02:29:31 main:574] : INFO : Epoch 1693 | loss: 0.0311313 | val_loss: 0.0311618 | Time: 1723.75 ms [2021-05-12 02:29:33 main:574] : INFO : Epoch 1694 | loss: 0.0311343 | val_loss: 0.0311609 | Time: 1647.85 ms [2021-05-12 02:29:34 main:574] : INFO : Epoch 1695 | loss: 0.0311326 | val_loss: 0.0311565 | Time: 1696.15 ms [2021-05-12 02:29:36 main:574] : INFO : Epoch 1696 | loss: 0.0311323 | val_loss: 0.0311552 | Time: 1706.66 ms [2021-05-12 02:29:38 main:574] : INFO : Epoch 1697 | loss: 0.0311301 | val_loss: 0.0311591 | Time: 1710.69 ms [2021-05-12 02:29:40 main:574] : INFO : Epoch 1698 | loss: 0.0311306 | val_loss: 0.031157 | Time: 1700.54 ms [2021-05-12 02:29:41 main:574] : INFO : Epoch 1699 | loss: 0.03113 | val_loss: 0.0311576 | Time: 1685.38 ms [2021-05-12 02:29:43 main:574] : INFO : Epoch 1700 | loss: 0.0311311 | val_loss: 0.0311601 | Time: 1659.72 ms [2021-05-12 02:29:45 main:574] : INFO : Epoch 1701 | loss: 0.0311359 | val_loss: 0.0311612 | Time: 1676.34 ms [2021-05-12 02:29:47 main:574] : INFO : Epoch 1702 | loss: 0.0311356 | val_loss: 0.0311599 | Time: 1694.27 ms [2021-05-12 02:29:48 main:574] : INFO : Epoch 1703 | loss: 0.0311342 | val_loss: 0.0311593 | Time: 1686.17 ms [2021-05-12 02:29:50 main:574] : INFO : Epoch 1704 | loss: 0.0311355 | val_loss: 0.0311583 | Time: 1698.51 ms [2021-05-12 02:29:52 main:574] : INFO : Epoch 1705 | loss: 0.0311318 | val_loss: 0.0311597 | Time: 1673.72 ms [2021-05-12 02:29:54 main:574] : INFO : Epoch 1706 | loss: 0.0311306 | val_loss: 0.0311608 | Time: 1681.11 ms [2021-05-12 02:29:55 main:574] : INFO : Epoch 1707 | loss: 0.0311308 | val_loss: 0.03116 | Time: 1703.04 ms [2021-05-12 02:29:57 main:574] : INFO : Epoch 1708 | loss: 0.0311308 | val_loss: 0.0311609 | Time: 1707.85 ms [2021-05-12 02:29:59 main:574] : INFO : Epoch 1709 | loss: 0.0311341 | val_loss: 0.0311625 | Time: 1697.6 ms [2021-05-12 02:30:01 main:574] : INFO : Epoch 1710 | loss: 0.0311351 | val_loss: 0.0311617 | Time: 1707.32 ms [2021-05-12 02:30:02 main:574] : INFO : Epoch 1711 | loss: 0.0311336 | val_loss: 0.0311669 | Time: 1674.44 ms [2021-05-12 02:30:04 main:574] : INFO : Epoch 1712 | loss: 0.0311447 | val_loss: 0.031162 | Time: 1702.2 ms [2021-05-12 02:30:06 main:574] : INFO : Epoch 1713 | loss: 0.0311394 | val_loss: 0.0311582 | Time: 1699.48 ms [2021-05-12 02:30:08 main:574] : INFO : Epoch 1714 | loss: 0.0311365 | val_loss: 0.0311614 | Time: 1701.16 ms [2021-05-12 02:30:09 main:574] : INFO : Epoch 1715 | loss: 0.0311356 | val_loss: 0.0311589 | Time: 1728.33 ms [2021-05-12 02:30:11 main:574] : INFO : Epoch 1716 | loss: 0.0311343 | val_loss: 0.0311597 | Time: 1716.91 ms [2021-05-12 02:30:13 main:574] : INFO : Epoch 1717 | loss: 0.0311376 | val_loss: 0.0311655 | Time: 1660.13 ms [2021-05-12 02:30:15 main:574] : INFO : Epoch 1718 | loss: 0.0311369 | val_loss: 0.0311599 | Time: 1711.66 ms [2021-05-12 02:30:16 main:574] : INFO : Epoch 1719 | loss: 0.0311324 | val_loss: 0.0311596 | Time: 1698.64 ms [2021-05-12 02:30:18 main:574] : INFO : Epoch 1720 | loss: 0.031133 | val_loss: 0.0311558 | Time: 1723.21 ms [2021-05-12 02:30:20 main:574] : INFO : Epoch 1721 | loss: 0.0311316 | val_loss: 0.0311575 | Time: 1718.63 ms [2021-05-12 02:30:22 main:574] : INFO : Epoch 1722 | loss: 0.0311357 | val_loss: 0.031159 | Time: 1718.16 ms [2021-05-12 02:30:24 main:574] : INFO : Epoch 1723 | loss: 0.031134 | val_loss: 0.0311606 | Time: 1682.24 ms [2021-05-12 02:30:25 main:574] : INFO : Epoch 1724 | loss: 0.0311325 | val_loss: 0.0311591 | Time: 1698.58 ms [2021-05-12 02:30:27 main:574] : INFO : Epoch 1725 | loss: 0.0311324 | val_loss: 0.0311574 | Time: 1700.46 ms [2021-05-12 02:30:29 main:574] : INFO : Epoch 1726 | loss: 0.0311315 | val_loss: 0.0311576 | Time: 1704.4 ms [2021-05-12 02:30:31 main:574] : INFO : Epoch 1727 | loss: 0.031133 | val_loss: 0.0311614 | Time: 1693.59 ms [2021-05-12 02:30:32 main:574] : INFO : Epoch 1728 | loss: 0.0311331 | val_loss: 0.0311558 | Time: 1672.49 ms [2021-05-12 02:30:34 main:574] : INFO : Epoch 1729 | loss: 0.0311339 | val_loss: 0.0311571 | Time: 1693.39 ms [2021-05-12 02:30:36 main:574] : INFO : Epoch 1730 | loss: 0.0311343 | val_loss: 0.0311606 | Time: 1699.85 ms [2021-05-12 02:30:38 main:574] : INFO : Epoch 1731 | loss: 0.0311329 | val_loss: 0.0311562 | Time: 1703.13 ms [2021-05-12 02:30:39 main:574] : INFO : Epoch 1732 | loss: 0.0311326 | val_loss: 0.0311576 | Time: 1710.57 ms [2021-05-12 02:30:41 main:574] : INFO : Epoch 1733 | loss: 0.0311371 | val_loss: 0.031169 | Time: 1689.95 ms [2021-05-12 02:30:43 main:574] : INFO : Epoch 1734 | loss: 0.0311394 | val_loss: 0.0311618 | Time: 1656.89 ms [2021-05-12 02:30:45 main:574] : INFO : Epoch 1735 | loss: 0.0311395 | val_loss: 0.0311624 | Time: 1700 ms [2021-05-12 02:30:46 main:574] : INFO : Epoch 1736 | loss: 0.0311382 | val_loss: 0.03117 | Time: 1679.99 ms [2021-05-12 02:30:48 main:574] : INFO : Epoch 1737 | loss: 0.0311431 | val_loss: 0.0311617 | Time: 1687.91 ms [2021-05-12 02:30:50 main:574] : INFO : Epoch 1738 | loss: 0.0311384 | val_loss: 0.0311591 | Time: 1695.84 ms [2021-05-12 02:30:52 main:574] : INFO : Epoch 1739 | loss: 0.0311364 | val_loss: 0.0311555 | Time: 1692.72 ms [2021-05-12 02:30:53 main:574] : INFO : Epoch 1740 | loss: 0.0311363 | val_loss: 0.0311605 | Time: 1658.57 ms [2021-05-12 02:30:55 main:574] : INFO : Epoch 1741 | loss: 0.0311377 | val_loss: 0.0311603 | Time: 1686.89 ms [2021-05-12 02:30:57 main:574] : INFO : Epoch 1742 | loss: 0.0311358 | val_loss: 0.0311589 | Time: 1690.6 ms [2021-05-12 02:30:58 main:574] : INFO : Epoch 1743 | loss: 0.0311499 | val_loss: 0.0311715 | Time: 1699.97 ms [2021-05-12 02:31:00 main:574] : INFO : Epoch 1744 | loss: 0.0311931 | val_loss: 0.0312216 | Time: 1685.22 ms [2021-05-12 02:31:02 main:574] : INFO : Epoch 1745 | loss: 0.0312209 | val_loss: 0.0312257 | Time: 1657.86 ms [2021-05-12 02:31:04 main:574] : INFO : Epoch 1746 | loss: 0.0312189 | val_loss: 0.0312151 | Time: 1658.78 ms [2021-05-12 02:31:05 main:574] : INFO : Epoch 1747 | loss: 0.0312129 | val_loss: 0.0312093 | Time: 1688.21 ms [2021-05-12 02:31:07 main:574] : INFO : Epoch 1748 | loss: 0.0312079 | val_loss: 0.0312093 | Time: 1712.13 ms [2021-05-12 02:31:09 main:574] : INFO : Epoch 1749 | loss: 0.0312059 | val_loss: 0.0312056 | Time: 1681.15 ms [2021-05-12 02:31:11 main:574] : INFO : Epoch 1750 | loss: 0.0312037 | val_loss: 0.0312046 | Time: 1704.12 ms [2021-05-12 02:31:12 main:574] : INFO : Epoch 1751 | loss: 0.0312013 | val_loss: 0.0312033 | Time: 1663.34 ms [2021-05-12 02:31:14 main:574] : INFO : Epoch 1752 | loss: 0.0312001 | val_loss: 0.0312029 | Time: 1674.08 ms [2021-05-12 02:31:16 main:574] : INFO : Epoch 1753 | loss: 0.0311999 | val_loss: 0.0312038 | Time: 1714.5 ms [2021-05-12 02:31:18 main:574] : INFO : Epoch 1754 | loss: 0.0312005 | val_loss: 0.0312018 | Time: 1705.45 ms [2021-05-12 02:31:19 main:574] : INFO : Epoch 1755 | loss: 0.0311973 | val_loss: 0.0312021 | Time: 1688.29 ms [2021-05-12 02:31:21 main:574] : INFO : Epoch 1756 | loss: 0.0311965 | val_loss: 0.0311995 | Time: 1717.15 ms [2021-05-12 02:31:23 main:574] : INFO : Epoch 1757 | loss: 0.0311949 | val_loss: 0.0311998 | Time: 1673.93 ms [2021-05-12 02:31:25 main:574] : INFO : Epoch 1758 | loss: 0.0311949 | val_loss: 0.0311987 | Time: 1702.56 ms [2021-05-12 02:31:26 main:574] : INFO : Epoch 1759 | loss: 0.0311931 | val_loss: 0.031198 | Time: 1703.26 ms [2021-05-12 02:31:28 main:574] : INFO : Epoch 1760 | loss: 0.0311918 | val_loss: 0.0311953 | Time: 1693.32 ms [2021-05-12 02:31:30 main:574] : INFO : Epoch 1761 | loss: 0.0311911 | val_loss: 0.0311946 | Time: 1695.56 ms [2021-05-12 02:31:32 main:574] : INFO : Epoch 1762 | loss: 0.0311908 | val_loss: 0.0311963 | Time: 1721.36 ms [2021-05-12 02:31:33 main:574] : INFO : Epoch 1763 | loss: 0.0311906 | val_loss: 0.0311926 | Time: 1665.91 ms [2021-05-12 02:31:35 main:574] : INFO : Epoch 1764 | loss: 0.0311892 | val_loss: 0.0311916 | Time: 1705.35 ms [2021-05-12 02:31:37 main:574] : INFO : Epoch 1765 | loss: 0.0311868 | val_loss: 0.0311897 | Time: 1714.79 ms [2021-05-12 02:31:39 main:574] : INFO : Epoch 1766 | loss: 0.0311848 | val_loss: 0.0311882 | Time: 1693.73 ms [2021-05-12 02:31:40 main:574] : INFO : Epoch 1767 | loss: 0.0311835 | val_loss: 0.0311856 | Time: 1693.99 ms [2021-05-12 02:31:42 main:574] : INFO : Epoch 1768 | loss: 0.0311813 | val_loss: 0.0311857 | Time: 1680.73 ms [2021-05-12 02:31:44 main:574] : INFO : Epoch 1769 | loss: 0.03118 | val_loss: 0.0311833 | Time: 1690.25 ms [2021-05-12 02:31:46 main:574] : INFO : Epoch 1770 | loss: 0.0311798 | val_loss: 0.0311843 | Time: 1721.13 ms [2021-05-12 02:31:47 main:574] : INFO : Epoch 1771 | loss: 0.0311789 | val_loss: 0.031181 | Time: 1702.25 ms [2021-05-12 02:31:49 main:574] : INFO : Epoch 1772 | loss: 0.0311773 | val_loss: 0.0311803 | Time: 1704.63 ms [2021-05-12 02:31:51 main:574] : INFO : Epoch 1773 | loss: 0.031176 | val_loss: 0.0311793 | Time: 1699.23 ms [2021-05-12 02:31:53 main:574] : INFO : Epoch 1774 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 1655.51 ms [2021-05-12 02:31:54 main:574] : INFO : Epoch 1775 | loss: 0.031176 | val_loss: 0.0311844 | Time: 1711.13 ms [2021-05-12 02:31:56 main:574] : INFO : Epoch 1776 | loss: 0.0311759 | val_loss: 0.0311779 | Time: 1717.31 ms [2021-05-12 02:31:58 main:574] : INFO : Epoch 1777 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 1697.55 ms [2021-05-12 02:32:00 main:574] : INFO : Epoch 1778 | loss: 0.0311733 | val_loss: 0.0311778 | Time: 1704.44 ms [2021-05-12 02:32:01 main:574] : INFO : Epoch 1779 | loss: 0.0311729 | val_loss: 0.031177 | Time: 1708.14 ms [2021-05-12 02:32:03 main:574] : INFO : Epoch 1780 | loss: 0.031173 | val_loss: 0.0311782 | Time: 1673.83 ms [2021-05-12 02:32:05 main:574] : INFO : Epoch 1781 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 1692.74 ms [2021-05-12 02:32:07 main:574] : INFO : Epoch 1782 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 1726.32 ms [2021-05-12 02:32:08 main:574] : INFO : Epoch 1783 | loss: 0.0311715 | val_loss: 0.0311801 | Time: 1698.14 ms [2021-05-12 02:32:10 main:574] : INFO : Epoch 1784 | loss: 0.0311718 | val_loss: 0.0311768 | Time: 1700.12 ms [2021-05-12 02:32:12 main:574] : INFO : Epoch 1785 | loss: 0.0311708 | val_loss: 0.031176 | Time: 1678.3 ms [2021-05-12 02:32:14 main:574] : INFO : Epoch 1786 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 1683.41 ms [2021-05-12 02:32:16 main:574] : INFO : Epoch 1787 | loss: 0.0311701 | val_loss: 0.0311758 | Time: 1707.97 ms [2021-05-12 02:32:17 main:574] : INFO : Epoch 1788 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 1709.66 ms [2021-05-12 02:32:19 main:574] : INFO : Epoch 1789 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 1705.59 ms [2021-05-12 02:32:21 main:574] : INFO : Epoch 1790 | loss: 0.0311724 | val_loss: 0.0311786 | Time: 1699.23 ms [2021-05-12 02:32:23 main:574] : INFO : Epoch 1791 | loss: 0.0311708 | val_loss: 0.031177 | Time: 1662.54 ms [2021-05-12 02:32:24 main:574] : INFO : Epoch 1792 | loss: 0.0311696 | val_loss: 0.0311779 | Time: 1723.91 ms [2021-05-12 02:32:26 main:574] : INFO : Epoch 1793 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 1711.6 ms [2021-05-12 02:32:28 main:574] : INFO : Epoch 1794 | loss: 0.0311701 | val_loss: 0.0311798 | Time: 1732.22 ms [2021-05-12 02:32:30 main:574] : INFO : Epoch 1795 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 1691.64 ms [2021-05-12 02:32:31 main:574] : INFO : Epoch 1796 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 1703.32 ms [2021-05-12 02:32:33 main:574] : INFO : Epoch 1797 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 1658.19 ms [2021-05-12 02:32:35 main:574] : INFO : Epoch 1798 | loss: 0.0311679 | val_loss: 0.031174 | Time: 1678.73 ms [2021-05-12 02:32:37 main:574] : INFO : Epoch 1799 | loss: 0.0311679 | val_loss: 0.0311736 | Time: 1708.09 ms [2021-05-12 02:32:38 main:574] : INFO : Epoch 1800 | loss: 0.0311672 | val_loss: 0.0311758 | Time: 1694.47 ms [2021-05-12 02:32:40 main:574] : INFO : Epoch 1801 | loss: 0.03117 | val_loss: 0.0311773 | Time: 1698.71 ms [2021-05-12 02:32:42 main:574] : INFO : Epoch 1802 | loss: 0.0311679 | val_loss: 0.0311728 | Time: 1675.16 ms [2021-05-12 02:32:44 main:574] : INFO : Epoch 1803 | loss: 0.0311664 | val_loss: 0.0311734 | Time: 1679.46 ms [2021-05-12 02:32:45 main:574] : INFO : Epoch 1804 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 1701.05 ms [2021-05-12 02:32:47 main:574] : INFO : Epoch 1805 | loss: 0.0311653 | val_loss: 0.0311742 | Time: 1692.52 ms [2021-05-12 02:32:49 main:574] : INFO : Epoch 1806 | loss: 0.0311649 | val_loss: 0.0311734 | Time: 1697 ms [2021-05-12 02:32:51 main:574] : INFO : Epoch 1807 | loss: 0.0311655 | val_loss: 0.0311731 | Time: 1684.59 ms [2021-05-12 02:32:52 main:574] : INFO : Epoch 1808 | loss: 0.0311648 | val_loss: 0.031175 | Time: 1691.66 ms [2021-05-12 02:32:54 main:574] : INFO : Epoch 1809 | loss: 0.0311654 | val_loss: 0.0311732 | Time: 1695.67 ms [2021-05-12 02:32:56 main:574] : INFO : Epoch 1810 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 1726.26 ms [2021-05-12 02:32:58 main:574] : INFO : Epoch 1811 | loss: 0.0311642 | val_loss: 0.0311734 | Time: 1711.7 ms [2021-05-12 02:32:59 main:574] : INFO : Epoch 1812 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 1697.96 ms [2021-05-12 02:33:01 main:574] : INFO : Epoch 1813 | loss: 0.0311647 | val_loss: 0.031174 | Time: 1708.17 ms [2021-05-12 02:33:03 main:574] : INFO : Epoch 1814 | loss: 0.0311634 | val_loss: 0.0311731 | Time: 1672.81 ms [2021-05-12 02:33:05 main:574] : INFO : Epoch 1815 | loss: 0.0311634 | val_loss: 0.0311728 | Time: 1710.86 ms [2021-05-12 02:33:06 main:574] : INFO : Epoch 1816 | loss: 0.0311638 | val_loss: 0.0311743 | Time: 1702.25 ms [2021-05-12 02:33:08 main:574] : INFO : Epoch 1817 | loss: 0.0311646 | val_loss: 0.0311778 | Time: 1701.99 ms [2021-05-12 02:33:10 main:574] : INFO : Epoch 1818 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 1696.71 ms [2021-05-12 02:33:12 main:574] : INFO : Epoch 1819 | loss: 0.031169 | val_loss: 0.0311738 | Time: 1696.4 ms [2021-05-12 02:33:13 main:574] : INFO : Epoch 1820 | loss: 0.0311687 | val_loss: 0.031177 | Time: 1686.3 ms [2021-05-12 02:33:15 main:574] : INFO : Epoch 1821 | loss: 0.0311659 | val_loss: 0.0311784 | Time: 1736.25 ms [2021-05-12 02:33:17 main:574] : INFO : Epoch 1822 | loss: 0.0311666 | val_loss: 0.031178 | Time: 1702.63 ms [2021-05-12 02:33:19 main:574] : INFO : Epoch 1823 | loss: 0.0311668 | val_loss: 0.0311748 | Time: 1721.08 ms [2021-05-12 02:33:21 main:574] : INFO : Epoch 1824 | loss: 0.0311653 | val_loss: 0.0311826 | Time: 1680.34 ms [2021-05-12 02:33:22 main:574] : INFO : Epoch 1825 | loss: 0.0311641 | val_loss: 0.031173 | Time: 1673.56 ms [2021-05-12 02:33:24 main:574] : INFO : Epoch 1826 | loss: 0.0311629 | val_loss: 0.0311736 | Time: 1688.33 ms [2021-05-12 02:33:26 main:574] : INFO : Epoch 1827 | loss: 0.0311632 | val_loss: 0.0311758 | Time: 1700.33 ms [2021-05-12 02:33:28 main:574] : INFO : Epoch 1828 | loss: 0.0311642 | val_loss: 0.0311756 | Time: 1711.33 ms [2021-05-12 02:33:29 main:574] : INFO : Epoch 1829 | loss: 0.031166 | val_loss: 0.0311754 | Time: 1732.03 ms [2021-05-12 02:33:31 main:574] : INFO : Epoch 1830 | loss: 0.0311668 | val_loss: 0.031174 | Time: 1695.16 ms [2021-05-12 02:33:33 main:574] : INFO : Epoch 1831 | loss: 0.0311652 | val_loss: 0.031175 | Time: 1648.6 ms [2021-05-12 02:33:35 main:574] : INFO : Epoch 1832 | loss: 0.0311638 | val_loss: 0.0311743 | Time: 1694.25 ms [2021-05-12 02:33:36 main:574] : INFO : Epoch 1833 | loss: 0.031164 | val_loss: 0.0311729 | Time: 1694.79 ms [2021-05-12 02:33:38 main:574] : INFO : Epoch 1834 | loss: 0.0311641 | val_loss: 0.0311796 | Time: 1711.13 ms [2021-05-12 02:33:40 main:574] : INFO : Epoch 1835 | loss: 0.0311656 | val_loss: 0.0311721 | Time: 1701.29 ms [2021-05-12 02:33:42 main:574] : INFO : Epoch 1836 | loss: 0.0311628 | val_loss: 0.031171 | Time: 1694.89 ms [2021-05-12 02:33:43 main:574] : INFO : Epoch 1837 | loss: 0.0311623 | val_loss: 0.0311739 | Time: 1678.76 ms [2021-05-12 02:33:45 main:574] : INFO : Epoch 1838 | loss: 0.0311676 | val_loss: 0.0311752 | Time: 1694.05 ms [2021-05-12 02:33:47 main:574] : INFO : Epoch 1839 | loss: 0.031167 | val_loss: 0.0311742 | Time: 1682.97 ms [2021-05-12 02:33:49 main:574] : INFO : Epoch 1840 | loss: 0.0311654 | val_loss: 0.0311745 | Time: 1725.55 ms [2021-05-12 02:33:50 main:574] : INFO : Epoch 1841 | loss: 0.0311639 | val_loss: 0.0311734 | Time: 1709.01 ms [2021-05-12 02:33:52 main:574] : INFO : Epoch 1842 | loss: 0.0311631 | val_loss: 0.0311706 | Time: 1658.34 ms [2021-05-12 02:33:54 main:574] : INFO : Epoch 1843 | loss: 0.0311619 | val_loss: 0.0311718 | Time: 1670.99 ms [2021-05-12 02:33:56 main:574] : INFO : Epoch 1844 | loss: 0.0311624 | val_loss: 0.0311732 | Time: 1700.98 ms [2021-05-12 02:33:57 main:574] : INFO : Epoch 1845 | loss: 0.0311646 | val_loss: 0.0311758 | Time: 1709.96 ms [2021-05-12 02:33:59 main:574] : INFO : Epoch 1846 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 1702.11 ms [2021-05-12 02:34:01 main:574] : INFO : Epoch 1847 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 1694.58 ms [2021-05-12 02:34:03 main:574] : INFO : Epoch 1848 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 1679.16 ms [2021-05-12 02:34:04 main:574] : INFO : Epoch 1849 | loss: 0.0311642 | val_loss: 0.031172 | Time: 1732.79 ms [2021-05-12 02:34:06 main:574] : INFO : Epoch 1850 | loss: 0.0311629 | val_loss: 0.0311754 | Time: 1715.56 ms [2021-05-12 02:34:08 main:574] : INFO : Epoch 1851 | loss: 0.0311632 | val_loss: 0.0311732 | Time: 1703.24 ms [2021-05-12 02:34:10 main:574] : INFO : Epoch 1852 | loss: 0.0311608 | val_loss: 0.0311731 | Time: 1712.2 ms [2021-05-12 02:34:11 main:574] : INFO : Epoch 1853 | loss: 0.0311602 | val_loss: 0.0311726 | Time: 1691.91 ms [2021-05-12 02:34:13 main:574] : INFO : Epoch 1854 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 1678.08 ms [2021-05-12 02:34:15 main:574] : INFO : Epoch 1855 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 1720.56 ms [2021-05-12 02:34:17 main:574] : INFO : Epoch 1856 | loss: 0.0311676 | val_loss: 0.031186 | Time: 1698.66 ms [2021-05-12 02:34:18 main:574] : INFO : Epoch 1857 | loss: 0.0311931 | val_loss: 0.0311979 | Time: 1692.45 ms [2021-05-12 02:34:20 main:574] : INFO : Epoch 1858 | loss: 0.031195 | val_loss: 0.0311945 | Time: 1716.55 ms [2021-05-12 02:34:22 main:574] : INFO : Epoch 1859 | loss: 0.0311912 | val_loss: 0.0311909 | Time: 1676.65 ms [2021-05-12 02:34:24 main:574] : INFO : Epoch 1860 | loss: 0.0311876 | val_loss: 0.03119 | Time: 1681.93 ms [2021-05-12 02:34:25 main:574] : INFO : Epoch 1861 | loss: 0.0311858 | val_loss: 0.031188 | Time: 1684.45 ms [2021-05-12 02:34:27 main:574] : INFO : Epoch 1862 | loss: 0.0311836 | val_loss: 0.0311903 | Time: 1714.08 ms [2021-05-12 02:34:29 main:574] : INFO : Epoch 1863 | loss: 0.0311836 | val_loss: 0.03119 | Time: 1697.41 ms [2021-05-12 02:34:31 main:574] : INFO : Epoch 1864 | loss: 0.0311808 | val_loss: 0.0311892 | Time: 1729.63 ms [2021-05-12 02:34:32 main:574] : INFO : Epoch 1865 | loss: 0.0311809 | val_loss: 0.0311904 | Time: 1672.49 ms [2021-05-12 02:34:34 main:574] : INFO : Epoch 1866 | loss: 0.0311796 | val_loss: 0.0311876 | Time: 1703.04 ms [2021-05-12 02:34:36 main:574] : INFO : Epoch 1867 | loss: 0.0311778 | val_loss: 0.0311855 | Time: 1694.01 ms [2021-05-12 02:34:38 main:574] : INFO : Epoch 1868 | loss: 0.0311776 | val_loss: 0.0311881 | Time: 1703.11 ms [2021-05-12 02:34:40 main:574] : INFO : Epoch 1869 | loss: 0.0311779 | val_loss: 0.0311874 | Time: 1716.32 ms [2021-05-12 02:34:41 main:574] : INFO : Epoch 1870 | loss: 0.0311766 | val_loss: 0.0311864 | Time: 1701.47 ms [2021-05-12 02:34:43 main:574] : INFO : Epoch 1871 | loss: 0.0311758 | val_loss: 0.0311847 | Time: 1707.8 ms [2021-05-12 02:34:45 main:574] : INFO : Epoch 1872 | loss: 0.0311744 | val_loss: 0.031185 | Time: 1700.01 ms [2021-05-12 02:34:47 main:574] : INFO : Epoch 1873 | loss: 0.031175 | val_loss: 0.0311848 | Time: 1702.8 ms [2021-05-12 02:34:48 main:574] : INFO : Epoch 1874 | loss: 0.0311757 | val_loss: 0.0311849 | Time: 1699.71 ms [2021-05-12 02:34:50 main:574] : INFO : Epoch 1875 | loss: 0.0311748 | val_loss: 0.0311869 | Time: 1697.81 ms [2021-05-12 02:34:52 main:574] : INFO : Epoch 1876 | loss: 0.0311734 | val_loss: 0.0311852 | Time: 1689.35 ms [2021-05-12 02:34:54 main:574] : INFO : Epoch 1877 | loss: 0.0311731 | val_loss: 0.0311852 | Time: 1680 ms [2021-05-12 02:34:55 main:574] : INFO : Epoch 1878 | loss: 0.031177 | val_loss: 0.0311823 | Time: 1728.28 ms [2021-05-12 02:34:57 main:574] : INFO : Epoch 1879 | loss: 0.0311751 | val_loss: 0.0311823 | Time: 1690.61 ms [2021-05-12 02:34:59 main:574] : INFO : Epoch 1880 | loss: 0.0311749 | val_loss: 0.0311813 | Time: 1690.78 ms [2021-05-12 02:35:01 main:574] : INFO : Epoch 1881 | loss: 0.0311762 | val_loss: 0.0311838 | Time: 1673.68 ms [2021-05-12 02:35:02 main:574] : INFO : Epoch 1882 | loss: 0.0311742 | val_loss: 0.0311825 | Time: 1670.4 ms [2021-05-12 02:35:04 main:574] : INFO : Epoch 1883 | loss: 0.0311719 | val_loss: 0.0311818 | Time: 1680.64 ms [2021-05-12 02:35:06 main:574] : INFO : Epoch 1884 | loss: 0.031172 | val_loss: 0.0311819 | Time: 1705.68 ms [2021-05-12 02:35:08 main:574] : INFO : Epoch 1885 | loss: 0.0311721 | val_loss: 0.0311825 | Time: 1683.21 ms [2021-05-12 02:35:09 main:574] : INFO : Epoch 1886 | loss: 0.0311714 | val_loss: 0.0311815 | Time: 1702.16 ms [2021-05-12 02:35:11 main:574] : INFO : Epoch 1887 | loss: 0.0311707 | val_loss: 0.0311828 | Time: 1700.49 ms [2021-05-12 02:35:13 main:574] : INFO : Epoch 1888 | loss: 0.0311723 | val_loss: 0.0311812 | Time: 1648.1 ms [2021-05-12 02:35:15 main:574] : INFO : Epoch 1889 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 1715.57 ms [2021-05-12 02:35:16 main:574] : INFO : Epoch 1890 | loss: 0.0311701 | val_loss: 0.0311807 | Time: 1709.92 ms [2021-05-12 02:35:18 main:574] : INFO : Epoch 1891 | loss: 0.0311711 | val_loss: 0.0311822 | Time: 1681.79 ms [2021-05-12 02:35:20 main:574] : INFO : Epoch 1892 | loss: 0.0311762 | val_loss: 0.031192 | Time: 1710.79 ms [2021-05-12 02:35:22 main:574] : INFO : Epoch 1893 | loss: 0.0311784 | val_loss: 0.0311863 | Time: 1727.31 ms [2021-05-12 02:35:23 main:574] : INFO : Epoch 1894 | loss: 0.0311719 | val_loss: 0.0311815 | Time: 1675.28 ms [2021-05-12 02:35:25 main:574] : INFO : Epoch 1895 | loss: 0.0311696 | val_loss: 0.0311822 | Time: 1696.39 ms [2021-05-12 02:35:27 main:574] : INFO : Epoch 1896 | loss: 0.0311697 | val_loss: 0.0311843 | Time: 1707.86 ms [2021-05-12 02:35:29 main:574] : INFO : Epoch 1897 | loss: 0.0311709 | val_loss: 0.0311827 | Time: 1701.17 ms [2021-05-12 02:35:30 main:574] : INFO : Epoch 1898 | loss: 0.0311703 | val_loss: 0.0311805 | Time: 1698.56 ms [2021-05-12 02:35:32 main:574] : INFO : Epoch 1899 | loss: 0.031169 | val_loss: 0.0311826 | Time: 1668.39 ms [2021-05-12 02:35:34 main:574] : INFO : Epoch 1900 | loss: 0.031169 | val_loss: 0.0311818 | Time: 1676.58 ms [2021-05-12 02:35:36 main:574] : INFO : Epoch 1901 | loss: 0.0311693 | val_loss: 0.0311837 | Time: 1705.79 ms [2021-05-12 02:35:37 main:574] : INFO : Epoch 1902 | loss: 0.031168 | val_loss: 0.0311851 | Time: 1695.51 ms [2021-05-12 02:35:39 main:574] : INFO : Epoch 1903 | loss: 0.0311686 | val_loss: 0.0311809 | Time: 1703.66 ms [2021-05-12 02:35:41 main:574] : INFO : Epoch 1904 | loss: 0.0311671 | val_loss: 0.0311819 | Time: 1711.64 ms [2021-05-12 02:35:43 main:574] : INFO : Epoch 1905 | loss: 0.0311672 | val_loss: 0.0311812 | Time: 1670.84 ms [2021-05-12 02:35:44 main:574] : INFO : Epoch 1906 | loss: 0.0311678 | val_loss: 0.0311815 | Time: 1692.18 ms [2021-05-12 02:35:46 main:574] : INFO : Epoch 1907 | loss: 0.0311668 | val_loss: 0.0311817 | Time: 1716.56 ms [2021-05-12 02:35:48 main:574] : INFO : Epoch 1908 | loss: 0.0311668 | val_loss: 0.0311833 | Time: 1701.76 ms [2021-05-12 02:35:50 main:574] : INFO : Epoch 1909 | loss: 0.0311663 | val_loss: 0.0311822 | Time: 1688.68 ms [2021-05-12 02:35:51 main:574] : INFO : Epoch 1910 | loss: 0.0311662 | val_loss: 0.031183 | Time: 1731.13 ms [2021-05-12 02:35:53 main:574] : INFO : Epoch 1911 | loss: 0.031167 | val_loss: 0.0311826 | Time: 1674.19 ms [2021-05-12 02:35:55 main:574] : INFO : Epoch 1912 | loss: 0.0311656 | val_loss: 0.031187 | Time: 1714.27 ms [2021-05-12 02:35:57 main:574] : INFO : Epoch 1913 | loss: 0.0311662 | val_loss: 0.0311833 | Time: 1702.68 ms [2021-05-12 02:35:58 main:574] : INFO : Epoch 1914 | loss: 0.0311667 | val_loss: 0.0311866 | Time: 1711 ms [2021-05-12 02:36:00 main:574] : INFO : Epoch 1915 | loss: 0.031167 | val_loss: 0.0311849 | Time: 1691.37 ms [2021-05-12 02:36:02 main:574] : INFO : Epoch 1916 | loss: 0.0311696 | val_loss: 0.0311801 | Time: 1684.9 ms [2021-05-12 02:36:04 main:574] : INFO : Epoch 1917 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 1681.06 ms [2021-05-12 02:36:05 main:574] : INFO : Epoch 1918 | loss: 0.031169 | val_loss: 0.0311784 | Time: 1709.57 ms [2021-05-12 02:36:07 main:574] : INFO : Epoch 1919 | loss: 0.0311672 | val_loss: 0.0311804 | Time: 1692.91 ms [2021-05-12 02:36:09 main:574] : INFO : Epoch 1920 | loss: 0.0311701 | val_loss: 0.0311803 | Time: 1688.79 ms [2021-05-12 02:36:11 main:574] : INFO : Epoch 1921 | loss: 0.0311706 | val_loss: 0.0311788 | Time: 1704.66 ms [2021-05-12 02:36:12 main:574] : INFO : Epoch 1922 | loss: 0.031167 | val_loss: 0.0311789 | Time: 1658.53 ms [2021-05-12 02:36:14 main:574] : INFO : Epoch 1923 | loss: 0.0311675 | val_loss: 0.0311824 | Time: 1692.43 ms [2021-05-12 02:36:16 main:574] : INFO : Epoch 1924 | loss: 0.0311699 | val_loss: 0.0311794 | Time: 1699.92 ms [2021-05-12 02:36:18 main:574] : INFO : Epoch 1925 | loss: 0.0311684 | val_loss: 0.0311801 | Time: 1677.96 ms [2021-05-12 02:36:19 main:574] : INFO : Epoch 1926 | loss: 0.0311683 | val_loss: 0.0311894 | Time: 1687.09 ms [2021-05-12 02:36:21 main:574] : INFO : Epoch 1927 | loss: 0.0311703 | val_loss: 0.0311877 | Time: 1719.95 ms [2021-05-12 02:36:23 main:574] : INFO : Epoch 1928 | loss: 0.0311682 | val_loss: 0.0311833 | Time: 1679.15 ms [2021-05-12 02:36:25 main:574] : INFO : Epoch 1929 | loss: 0.0311644 | val_loss: 0.0311825 | Time: 1703.08 ms [2021-05-12 02:36:26 main:574] : INFO : Epoch 1930 | loss: 0.031164 | val_loss: 0.0311819 | Time: 1702.41 ms [2021-05-12 02:36:28 main:574] : INFO : Epoch 1931 | loss: 0.0311634 | val_loss: 0.0311852 | Time: 1707.04 ms [2021-05-12 02:36:30 main:574] : INFO : Epoch 1932 | loss: 0.0311627 | val_loss: 0.0311849 | Time: 1704.85 ms [2021-05-12 02:36:32 main:574] : INFO : Epoch 1933 | loss: 0.0311617 | val_loss: 0.0311799 | Time: 1702.86 ms [2021-05-12 02:36:33 main:574] : INFO : Epoch 1934 | loss: 0.0311617 | val_loss: 0.0311798 | Time: 1685.12 ms [2021-05-12 02:36:35 main:574] : INFO : Epoch 1935 | loss: 0.031164 | val_loss: 0.0311822 | Time: 1693.89 ms [2021-05-12 02:36:37 main:574] : INFO : Epoch 1936 | loss: 0.0311655 | val_loss: 0.0311835 | Time: 1711.08 ms [2021-05-12 02:36:39 main:574] : INFO : Epoch 1937 | loss: 0.0311664 | val_loss: 0.0311841 | Time: 1696.6 ms [2021-05-12 02:36:40 main:574] : INFO : Epoch 1938 | loss: 0.0311662 | val_loss: 0.031184 | Time: 1706.7 ms [2021-05-12 02:36:42 main:574] : INFO : Epoch 1939 | loss: 0.0311674 | val_loss: 0.0311819 | Time: 1689.31 ms [2021-05-12 02:36:44 main:574] : INFO : Epoch 1940 | loss: 0.0311693 | val_loss: 0.0311807 | Time: 1696.07 ms [2021-05-12 02:36:46 main:574] : INFO : Epoch 1941 | loss: 0.0311657 | val_loss: 0.0311798 | Time: 1701.08 ms [2021-05-12 02:36:47 main:574] : INFO : Epoch 1942 | loss: 0.0311654 | val_loss: 0.03118 | Time: 1725 ms [2021-05-12 02:36:49 main:574] : INFO : Epoch 1943 | loss: 0.0311646 | val_loss: 0.0311793 | Time: 1708.76 ms [2021-05-12 02:36:51 main:574] : INFO : Epoch 1944 | loss: 0.0311633 | val_loss: 0.0311819 | Time: 1729 ms [2021-05-12 02:36:53 main:574] : INFO : Epoch 1945 | loss: 0.0311628 | val_loss: 0.0311805 | Time: 1674.15 ms [2021-05-12 02:36:55 main:574] : INFO : Epoch 1946 | loss: 0.0311629 | val_loss: 0.0311793 | Time: 1695.15 ms [2021-05-12 02:36:56 main:574] : INFO : Epoch 1947 | loss: 0.0311614 | val_loss: 0.0311829 | Time: 1696.67 ms [2021-05-12 02:36:58 main:574] : INFO : Epoch 1948 | loss: 0.0311623 | val_loss: 0.031183 | Time: 1692.27 ms [2021-05-12 02:37:00 main:574] : INFO : Epoch 1949 | loss: 0.0311603 | val_loss: 0.0311816 | Time: 1691.16 ms [2021-05-12 02:37:02 main:574] : INFO : Epoch 1950 | loss: 0.0311614 | val_loss: 0.0311792 | Time: 1706.02 ms [2021-05-12 02:37:03 main:574] : INFO : Epoch 1951 | loss: 0.0311604 | val_loss: 0.0311804 | Time: 1666.03 ms [2021-05-12 02:37:05 main:574] : INFO : Epoch 1952 | loss: 0.0311602 | val_loss: 0.0311813 | Time: 1716.94 ms [2021-05-12 02:37:07 main:574] : INFO : Epoch 1953 | loss: 0.0311602 | val_loss: 0.0311787 | Time: 1712.47 ms [2021-05-12 02:37:09 main:574] : INFO : Epoch 1954 | loss: 0.0311613 | val_loss: 0.0311824 | Time: 1706.94 ms [2021-05-12 02:37:10 main:574] : INFO : Epoch 1955 | loss: 0.0311592 | val_loss: 0.0311815 | Time: 1698.51 ms [2021-05-12 02:37:12 main:574] : INFO : Epoch 1956 | loss: 0.0311588 | val_loss: 0.0311837 | Time: 1690.68 ms [2021-05-12 02:37:14 main:574] : INFO : Epoch 1957 | loss: 0.0311602 | val_loss: 0.0311818 | Time: 1681.45 ms [2021-05-12 02:37:16 main:574] : INFO : Epoch 1958 | loss: 0.0311583 | val_loss: 0.0311823 | Time: 1715.34 ms [2021-05-12 02:37:17 main:574] : INFO : Epoch 1959 | loss: 0.0311606 | val_loss: 0.0311795 | Time: 1719.52 ms [2021-05-12 02:37:19 main:574] : INFO : Epoch 1960 | loss: 0.0311621 | val_loss: 0.0311831 | Time: 1710.13 ms [2021-05-12 02:37:21 main:574] : INFO : Epoch 1961 | loss: 0.0311607 | val_loss: 0.0311806 | Time: 1702.69 ms [2021-05-12 02:37:23 main:574] : INFO : Epoch 1962 | loss: 0.0311612 | val_loss: 0.0311826 | Time: 1678.02 ms [2021-05-12 02:37:24 main:574] : INFO : Epoch 1963 | loss: 0.0311581 | val_loss: 0.0311794 | Time: 1706.79 ms [2021-05-12 02:37:26 main:574] : INFO : Epoch 1964 | loss: 0.0311572 | val_loss: 0.0311805 | Time: 1705.18 ms [2021-05-12 02:37:28 main:574] : INFO : Epoch 1965 | loss: 0.0311575 | val_loss: 0.0311802 | Time: 1705.33 ms [2021-05-12 02:37:30 main:574] : INFO : Epoch 1966 | loss: 0.0311575 | val_loss: 0.0311806 | Time: 1717.09 ms [2021-05-12 02:37:31 main:574] : INFO : Epoch 1967 | loss: 0.0311566 | val_loss: 0.0311792 | Time: 1700.74 ms [2021-05-12 02:37:33 main:574] : INFO : Epoch 1968 | loss: 0.0311563 | val_loss: 0.031182 | Time: 1676.67 ms [2021-05-12 02:37:35 main:574] : INFO : Epoch 1969 | loss: 0.031159 | val_loss: 0.0311885 | Time: 1711.01 ms [2021-05-12 02:37:37 main:574] : INFO : Epoch 1970 | loss: 0.0311619 | val_loss: 0.0311891 | Time: 1697.34 ms [2021-05-12 02:37:38 main:574] : INFO : Epoch 1971 | loss: 0.0671667 | val_loss: 0.0427087 | Time: 1688.6 ms [2021-05-12 02:37:40 main:574] : INFO : Epoch 1972 | loss: 0.0371362 | val_loss: 0.0325849 | Time: 1710.32 ms [2021-05-12 02:37:42 main:574] : INFO : Epoch 1973 | loss: 0.0321262 | val_loss: 0.0314417 | Time: 1718.45 ms [2021-05-12 02:37:44 main:574] : INFO : Epoch 1974 | loss: 0.0313982 | val_loss: 0.0313437 | Time: 1677.68 ms [2021-05-12 02:37:45 main:574] : INFO : Epoch 1975 | loss: 0.0312885 | val_loss: 0.0312677 | Time: 1715.6 ms [2021-05-12 02:37:47 main:574] : INFO : Epoch 1976 | loss: 0.031263 | val_loss: 0.0312591 | Time: 1710.47 ms [2021-05-12 02:37:49 main:574] : INFO : Epoch 1977 | loss: 0.0312568 | val_loss: 0.0312547 | Time: 1683.59 ms [2021-05-12 02:37:51 main:574] : INFO : Epoch 1978 | loss: 0.0312544 | val_loss: 0.0312527 | Time: 1690.92 ms [2021-05-12 02:37:52 main:574] : INFO : Epoch 1979 | loss: 0.0312527 | val_loss: 0.0312517 | Time: 1667.95 ms [2021-05-12 02:37:54 main:574] : INFO : Epoch 1980 | loss: 0.0312518 | val_loss: 0.0312509 | Time: 1693.14 ms [2021-05-12 02:37:56 main:574] : INFO : Epoch 1981 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1695.4 ms [2021-05-12 02:37:58 main:574] : INFO : Epoch 1982 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 1686.97 ms [2021-05-12 02:37:59 main:574] : INFO : Epoch 1983 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1690.49 ms [2021-05-12 02:38:01 main:574] : INFO : Epoch 1984 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1689.16 ms [2021-05-12 02:38:03 main:574] : INFO : Epoch 1985 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1661.78 ms [2021-05-12 02:38:05 main:574] : INFO : Epoch 1986 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1691.89 ms [2021-05-12 02:38:06 main:574] : INFO : Epoch 1987 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1694.53 ms [2021-05-12 02:38:08 main:574] : INFO : Epoch 1988 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1698.96 ms [2021-05-12 02:38:10 main:574] : INFO : Epoch 1989 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1692.21 ms [2021-05-12 02:38:12 main:574] : INFO : Epoch 1990 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1716.39 ms [2021-05-12 02:38:13 main:574] : INFO : Epoch 1991 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 1685.28 ms [2021-05-12 02:38:15 main:574] : INFO : Epoch 1992 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 1708 ms [2021-05-12 02:38:17 main:574] : INFO : Epoch 1993 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1717.03 ms [2021-05-12 02:38:19 main:574] : INFO : Epoch 1994 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1698.53 ms [2021-05-12 02:38:20 main:574] : INFO : Epoch 1995 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1712.99 ms [2021-05-12 02:38:22 main:574] : INFO : Epoch 1996 | loss: 0.031247 | val_loss: 0.0312464 | Time: 1673.48 ms [2021-05-12 02:38:24 main:574] : INFO : Epoch 1997 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 1683.02 ms [2021-05-12 02:38:26 main:574] : INFO : Epoch 1998 | loss: 0.0312468 | val_loss: 0.031246 | Time: 1696.94 ms [2021-05-12 02:38:27 main:574] : INFO : Epoch 1999 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 1694.49 ms [2021-05-12 02:38:29 main:574] : INFO : Epoch 2000 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 1713.81 ms [2021-05-12 02:38:31 main:574] : INFO : Epoch 2001 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 1670.46 ms [2021-05-12 02:38:33 main:574] : INFO : Epoch 2002 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 1652.09 ms [2021-05-12 02:38:34 main:574] : INFO : Epoch 2003 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 1681.41 ms [2021-05-12 02:38:36 main:574] : INFO : Epoch 2004 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1684.26 ms [2021-05-12 02:38:38 main:574] : INFO : Epoch 2005 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 1703.63 ms [2021-05-12 02:38:39 main:574] : INFO : Epoch 2006 | loss: 0.031245 | val_loss: 0.0312446 | Time: 1709.43 ms [2021-05-12 02:38:41 main:574] : INFO : Epoch 2007 | loss: 0.0312452 | val_loss: 0.0312448 | Time: 1694.5 ms [2021-05-12 02:38:43 main:574] : INFO : Epoch 2008 | loss: 0.0312449 | val_loss: 0.0312439 | Time: 1667.3 ms [2021-05-12 02:38:45 main:574] : INFO : Epoch 2009 | loss: 0.0312442 | val_loss: 0.0312439 | Time: 1680.68 ms [2021-05-12 02:38:46 main:574] : INFO : Epoch 2010 | loss: 0.0312441 | val_loss: 0.0312434 | Time: 1682.87 ms [2021-05-12 02:38:48 main:574] : INFO : Epoch 2011 | loss: 0.0312437 | val_loss: 0.031243 | Time: 1703.93 ms [2021-05-12 02:38:50 main:574] : INFO : Epoch 2012 | loss: 0.0312433 | val_loss: 0.0312426 | Time: 1710 ms [2021-05-12 02:38:52 main:574] : INFO : Epoch 2013 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 1687.31 ms [2021-05-12 02:38:53 main:574] : INFO : Epoch 2014 | loss: 0.0312428 | val_loss: 0.031243 | Time: 1676.55 ms [2021-05-12 02:38:55 main:574] : INFO : Epoch 2015 | loss: 0.0312433 | val_loss: 0.0312428 | Time: 1693.92 ms [2021-05-12 02:38:57 main:574] : INFO : Epoch 2016 | loss: 0.0312421 | val_loss: 0.0312412 | Time: 1682.79 ms [2021-05-12 02:38:59 main:574] : INFO : Epoch 2017 | loss: 0.0312414 | val_loss: 0.0312404 | Time: 1702.63 ms [2021-05-12 02:39:00 main:574] : INFO : Epoch 2018 | loss: 0.0312412 | val_loss: 0.0312397 | Time: 1703.28 ms [2021-05-12 02:39:02 main:574] : INFO : Epoch 2019 | loss: 0.0312403 | val_loss: 0.0312387 | Time: 1687.82 ms [2021-05-12 02:39:04 main:574] : INFO : Epoch 2020 | loss: 0.0312393 | val_loss: 0.0312378 | Time: 1670.62 ms [2021-05-12 02:39:05 main:574] : INFO : Epoch 2021 | loss: 0.0312389 | val_loss: 0.0312375 | Time: 1710.43 ms [2021-05-12 02:39:07 main:574] : INFO : Epoch 2022 | loss: 0.0312382 | val_loss: 0.0312379 | Time: 1698.67 ms [2021-05-12 02:39:09 main:574] : INFO : Epoch 2023 | loss: 0.0312371 | val_loss: 0.0312348 | Time: 1704.7 ms [2021-05-12 02:39:11 main:574] : INFO : Epoch 2024 | loss: 0.0312362 | val_loss: 0.031234 | Time: 1680.25 ms [2021-05-12 02:39:12 main:574] : INFO : Epoch 2025 | loss: 0.0312346 | val_loss: 0.0312329 | Time: 1656.98 ms [2021-05-12 02:39:14 main:574] : INFO : Epoch 2026 | loss: 0.0312337 | val_loss: 0.0312322 | Time: 1719.68 ms [2021-05-12 02:39:16 main:574] : INFO : Epoch 2027 | loss: 0.0312327 | val_loss: 0.0312312 | Time: 1700.95 ms [2021-05-12 02:39:18 main:574] : INFO : Epoch 2028 | loss: 0.031231 | val_loss: 0.0312294 | Time: 1695.95 ms [2021-05-12 02:39:19 main:574] : INFO : Epoch 2029 | loss: 0.0312297 | val_loss: 0.031228 | Time: 1683.67 ms [2021-05-12 02:39:21 main:574] : INFO : Epoch 2030 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 1711.81 ms [2021-05-12 02:39:23 main:574] : INFO : Epoch 2031 | loss: 0.0312275 | val_loss: 0.0312264 | Time: 1656.02 ms [2021-05-12 02:39:25 main:574] : INFO : Epoch 2032 | loss: 0.0312253 | val_loss: 0.0312237 | Time: 1697.03 ms [2021-05-12 02:39:26 main:574] : INFO : Epoch 2033 | loss: 0.0312238 | val_loss: 0.0312221 | Time: 1718.26 ms [2021-05-12 02:39:28 main:574] : INFO : Epoch 2034 | loss: 0.0312222 | val_loss: 0.0312204 | Time: 1719.44 ms [2021-05-12 02:39:30 main:574] : INFO : Epoch 2035 | loss: 0.0312205 | val_loss: 0.0312193 | Time: 1684.09 ms [2021-05-12 02:39:31 main:574] : INFO : Epoch 2036 | loss: 0.0312194 | val_loss: 0.031217 | Time: 1720.42 ms [2021-05-12 02:39:33 main:574] : INFO : Epoch 2037 | loss: 0.0312173 | val_loss: 0.0312156 | Time: 1691.42 ms [2021-05-12 02:39:35 main:574] : INFO : Epoch 2038 | loss: 0.0312172 | val_loss: 0.0312137 | Time: 1701.5 ms [2021-05-12 02:39:37 main:574] : INFO : Epoch 2039 | loss: 0.0312151 | val_loss: 0.0312181 | Time: 1704.46 ms [2021-05-12 02:39:38 main:574] : INFO : Epoch 2040 | loss: 0.0312143 | val_loss: 0.0312121 | Time: 1716.43 ms [2021-05-12 02:39:40 main:574] : INFO : Epoch 2041 | loss: 0.0312116 | val_loss: 0.0312119 | Time: 1687.87 ms [2021-05-12 02:39:42 main:574] : INFO : Epoch 2042 | loss: 0.0312108 | val_loss: 0.0312101 | Time: 1696.5 ms [2021-05-12 02:39:44 main:574] : INFO : Epoch 2043 | loss: 0.0312088 | val_loss: 0.0312074 | Time: 1679.23 ms [2021-05-12 02:39:45 main:574] : INFO : Epoch 2044 | loss: 0.0312079 | val_loss: 0.0312059 | Time: 1698.73 ms [2021-05-12 02:39:47 main:574] : INFO : Epoch 2045 | loss: 0.0312056 | val_loss: 0.0312046 | Time: 1709.91 ms [2021-05-12 02:39:49 main:574] : INFO : Epoch 2046 | loss: 0.0312049 | val_loss: 0.0312039 | Time: 1696.68 ms [2021-05-12 02:39:51 main:574] : INFO : Epoch 2047 | loss: 0.0312043 | val_loss: 0.0312037 | Time: 1706.07 ms [2021-05-12 02:39:52 main:574] : INFO : Epoch 2048 | loss: 0.0312024 | val_loss: 0.0312019 | Time: 1672.72 ms [2021-05-12 02:39:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312019 [2021-05-12 02:39:52 main:603] : INFO : Saving end state to config to file [2021-05-12 02:39:52 main:608] : INFO : Success, exiting.. 02:39:52 (12380): 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)