Task 7797130
| Name | ParityModified-1630356566-16218-3_1 |
| Workunit | 5197976 |
| Created | 4 Oct 2021, 1:42:23 UTC |
| Sent | 4 Oct 2021, 4:12:06 UTC |
| Report deadline | 11 Oct 2021, 4:12:06 UTC |
| Received | 4 Oct 2021, 19:34:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 56 min 53 sec |
| CPU time | 56 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0311503 | val_loss: 0.031179 | Time: 1690.91 ms [2021-10-04 14:19:43 main:574] : INFO : Epoch 1543 | loss: 0.0311597 | val_loss: 0.0311694 | Time: 1630.89 ms [2021-10-04 14:19:45 main:574] : INFO : Epoch 1544 | loss: 0.0311587 | val_loss: 0.0311646 | Time: 1648.94 ms [2021-10-04 14:19:46 main:574] : INFO : Epoch 1545 | loss: 0.0311564 | val_loss: 0.0311639 | Time: 1637.13 ms [2021-10-04 14:19:48 main:574] : INFO : Epoch 1546 | loss: 0.0311544 | val_loss: 0.0311644 | Time: 1614.17 ms [2021-10-04 14:19:49 main:574] : INFO : Epoch 1547 | loss: 0.0311543 | val_loss: 0.0311662 | Time: 1621.7 ms [2021-10-04 14:19:51 main:574] : INFO : Epoch 1548 | loss: 0.0311534 | val_loss: 0.0311635 | Time: 1655.13 ms [2021-10-04 14:19:53 main:574] : INFO : Epoch 1549 | loss: 0.0311513 | val_loss: 0.0311673 | Time: 1639.03 ms [2021-10-04 14:19:54 main:574] : INFO : Epoch 1550 | loss: 0.0311525 | val_loss: 0.0311675 | Time: 1641.35 ms [2021-10-04 14:19:56 main:574] : INFO : Epoch 1551 | loss: 0.0311572 | val_loss: 0.0311686 | Time: 1655.96 ms [2021-10-04 14:19:58 main:574] : INFO : Epoch 1552 | loss: 0.0311607 | val_loss: 0.0311649 | Time: 1652.26 ms [2021-10-04 14:19:59 main:574] : INFO : Epoch 1553 | loss: 0.031159 | val_loss: 0.0311703 | Time: 1691.9 ms [2021-10-04 14:20:01 main:574] : INFO : Epoch 1554 | loss: 0.0311619 | val_loss: 0.0311648 | Time: 1624.6 ms [2021-10-04 14:20:03 main:574] : INFO : Epoch 1555 | loss: 0.0311565 | val_loss: 0.0311644 | Time: 1661.09 ms [2021-10-04 14:20:04 main:574] : INFO : Epoch 1556 | loss: 0.0311529 | val_loss: 0.0311635 | Time: 1727.53 ms [2021-10-04 14:20:06 main:574] : INFO : Epoch 1557 | loss: 0.0311519 | val_loss: 0.0311634 | Time: 1652.37 ms [2021-10-04 14:20:08 main:574] : INFO : Epoch 1558 | loss: 0.0311518 | val_loss: 0.0311626 | Time: 1669.45 ms [2021-10-04 14:20:09 main:574] : INFO : Epoch 1559 | loss: 0.0311499 | val_loss: 0.0311648 | Time: 1647.22 ms [2021-10-04 14:20:11 main:574] : INFO : Epoch 1560 | loss: 0.0311496 | val_loss: 0.0311645 | Time: 1664.63 ms [2021-10-04 14:20:13 main:574] : INFO : Epoch 1561 | loss: 0.0311499 | val_loss: 0.0311625 | Time: 1655.92 ms [2021-10-04 14:20:14 main:574] : INFO : Epoch 1562 | loss: 0.03115 | val_loss: 0.0311622 | Time: 1624.64 ms [2021-10-04 14:20:16 main:574] : INFO : Epoch 1563 | loss: 0.0311515 | val_loss: 0.0311628 | Time: 1644.63 ms [2021-10-04 14:20:18 main:574] : INFO : Epoch 1564 | loss: 0.0311507 | val_loss: 0.031161 | Time: 1650.23 ms [2021-10-04 14:20:19 main:574] : INFO : Epoch 1565 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 1639.25 ms [2021-10-04 14:20:21 main:574] : INFO : Epoch 1566 | loss: 0.0311497 | val_loss: 0.0311603 | Time: 1631.36 ms [2021-10-04 14:20:23 main:574] : INFO : Epoch 1567 | loss: 0.0311499 | val_loss: 0.0311598 | Time: 1660.61 ms [2021-10-04 14:20:24 main:574] : INFO : Epoch 1568 | loss: 0.0311512 | val_loss: 0.0311636 | Time: 1639.59 ms [2021-10-04 14:20:26 main:574] : INFO : Epoch 1569 | loss: 0.0311515 | val_loss: 0.0311682 | Time: 1667.77 ms [2021-10-04 14:20:28 main:574] : INFO : Epoch 1570 | loss: 0.03115 | val_loss: 0.0311629 | Time: 1677.33 ms [2021-10-04 14:20:29 main:574] : INFO : Epoch 1571 | loss: 0.0311471 | val_loss: 0.0311631 | Time: 1650.36 ms [2021-10-04 14:20:31 main:574] : INFO : Epoch 1572 | loss: 0.0311474 | val_loss: 0.0311615 | Time: 1671.72 ms [2021-10-04 14:20:33 main:574] : INFO : Epoch 1573 | loss: 0.0311466 | val_loss: 0.0311607 | Time: 1687.36 ms [2021-10-04 14:20:34 main:574] : INFO : Epoch 1574 | loss: 0.031147 | val_loss: 0.0311603 | Time: 1645.14 ms [2021-10-04 14:20:36 main:574] : INFO : Epoch 1575 | loss: 0.0311467 | val_loss: 0.0311594 | Time: 1672.66 ms [2021-10-04 14:20:38 main:574] : INFO : Epoch 1576 | loss: 0.0311466 | val_loss: 0.0311609 | Time: 1679.13 ms [2021-10-04 14:20:39 main:574] : INFO : Epoch 1577 | loss: 0.0311466 | val_loss: 0.0311634 | Time: 1648.57 ms [2021-10-04 14:20:41 main:574] : INFO : Epoch 1578 | loss: 0.0311497 | val_loss: 0.0311631 | Time: 1668.8 ms [2021-10-04 14:20:43 main:574] : INFO : Epoch 1579 | loss: 0.0311519 | val_loss: 0.0311613 | Time: 1687.69 ms [2021-10-04 14:20:44 main:574] : INFO : Epoch 1580 | loss: 0.0311471 | val_loss: 0.0311658 | Time: 1625.85 ms [2021-10-04 14:20:46 main:574] : INFO : Epoch 1581 | loss: 0.0311494 | val_loss: 0.0311636 | Time: 1618.24 ms [2021-10-04 14:20:48 main:574] : INFO : Epoch 1582 | loss: 0.0311468 | val_loss: 0.0311632 | Time: 1644.69 ms [2021-10-04 14:20:49 main:574] : INFO : Epoch 1583 | loss: 0.0311479 | val_loss: 0.0311607 | Time: 1637.79 ms [2021-10-04 14:20:51 main:574] : INFO : Epoch 1584 | loss: 0.0311456 | val_loss: 0.0311616 | Time: 1706.57 ms [2021-10-04 14:20:53 main:574] : INFO : Epoch 1585 | loss: 0.0311485 | val_loss: 0.0311706 | Time: 1669.72 ms [2021-10-04 14:20:54 main:574] : INFO : Epoch 1586 | loss: 0.0311526 | val_loss: 0.0311698 | Time: 1655.53 ms [2021-10-04 14:20:56 main:574] : INFO : Epoch 1587 | loss: 0.0311514 | val_loss: 0.0311619 | Time: 1665.75 ms [2021-10-04 14:20:58 main:574] : INFO : Epoch 1588 | loss: 0.0311462 | val_loss: 0.0311615 | Time: 1647.4 ms [2021-10-04 14:20:59 main:574] : INFO : Epoch 1589 | loss: 0.0311464 | val_loss: 0.0311624 | Time: 1673.11 ms [2021-10-04 14:21:01 main:574] : INFO : Epoch 1590 | loss: 0.0311471 | val_loss: 0.0311603 | Time: 1667.47 ms [2021-10-04 14:21:03 main:574] : INFO : Epoch 1591 | loss: 0.0311454 | val_loss: 0.0311615 | Time: 1665.46 ms [2021-10-04 14:21:04 main:574] : INFO : Epoch 1592 | loss: 0.0311451 | val_loss: 0.0311639 | Time: 1638.98 ms [2021-10-04 14:21:06 main:574] : INFO : Epoch 1593 | loss: 0.0311453 | val_loss: 0.0311601 | Time: 1656.1 ms [2021-10-04 14:21:08 main:574] : INFO : Epoch 1594 | loss: 0.0311448 | val_loss: 0.0311612 | Time: 1649.84 ms [2021-10-04 14:21:09 main:574] : INFO : Epoch 1595 | loss: 0.0311454 | val_loss: 0.0311622 | Time: 1634.28 ms [2021-10-04 14:21:11 main:574] : INFO : Epoch 1596 | loss: 0.0311457 | val_loss: 0.0311631 | Time: 1658.9 ms [2021-10-04 14:21:13 main:574] : INFO : Epoch 1597 | loss: 0.0311447 | val_loss: 0.0311638 | Time: 1650.72 ms [2021-10-04 14:21:14 main:574] : INFO : Epoch 1598 | loss: 0.0311445 | val_loss: 0.0311655 | Time: 1675.51 ms [2021-10-04 14:21:16 main:574] : INFO : Epoch 1599 | loss: 0.0311444 | val_loss: 0.0311611 | Time: 1656.24 ms [2021-10-04 14:21:18 main:574] : INFO : Epoch 1600 | loss: 0.0311432 | val_loss: 0.0311692 | Time: 1646.72 ms [2021-10-04 14:21:19 main:574] : INFO : Epoch 1601 | loss: 0.0311463 | val_loss: 0.0311605 | Time: 1665.7 ms [2021-10-04 14:21:21 main:574] : INFO : Epoch 1602 | loss: 0.0311442 | val_loss: 0.0311623 | Time: 1667.59 ms [2021-10-04 14:21:23 main:574] : INFO : Epoch 1603 | loss: 0.0311448 | val_loss: 0.0311629 | Time: 1684.13 ms [2021-10-04 14:21:24 main:574] : INFO : Epoch 1604 | loss: 0.031144 | val_loss: 0.0311655 | Time: 1673.76 ms [2021-10-04 14:21:26 main:574] : INFO : Epoch 1605 | loss: 0.0311451 | val_loss: 0.0311648 | Time: 1672.25 ms [2021-10-04 14:21:28 main:574] : INFO : Epoch 1606 | loss: 0.0311449 | val_loss: 0.0311641 | Time: 1642.34 ms [2021-10-04 14:21:29 main:574] : INFO : Epoch 1607 | loss: 0.0311498 | val_loss: 0.0311639 | Time: 1658.45 ms [2021-10-04 14:21:31 main:574] : INFO : Epoch 1608 | loss: 0.0311522 | val_loss: 0.0311641 | Time: 1666.37 ms [2021-10-04 14:21:33 main:574] : INFO : Epoch 1609 | loss: 0.0311515 | val_loss: 0.0311625 | Time: 1627.81 ms [2021-10-04 14:21:34 main:574] : INFO : Epoch 1610 | loss: 0.0311491 | val_loss: 0.0311603 | Time: 1587.64 ms [2021-10-04 14:21:36 main:574] : INFO : Epoch 1611 | loss: 0.0311536 | val_loss: 0.0311593 | Time: 1617.51 ms [2021-10-04 14:21:38 main:574] : INFO : Epoch 1612 | loss: 0.0311486 | val_loss: 0.0311678 | Time: 1641.78 ms [2021-10-04 14:21:39 main:574] : INFO : Epoch 1613 | loss: 0.0311513 | val_loss: 0.0311604 | Time: 1633.63 ms [2021-10-04 14:21:41 main:574] : INFO : Epoch 1614 | loss: 0.0311529 | val_loss: 0.031161 | Time: 1659.59 ms [2021-10-04 14:21:43 main:574] : INFO : Epoch 1615 | loss: 0.0311593 | val_loss: 0.0311738 | Time: 1660.07 ms [2021-10-04 14:21:44 main:574] : INFO : Epoch 1616 | loss: 0.0311591 | val_loss: 0.031164 | Time: 1674.91 ms [2021-10-04 14:21:46 main:574] : INFO : Epoch 1617 | loss: 0.0311521 | val_loss: 0.0311626 | Time: 1660.71 ms [2021-10-04 14:21:48 main:574] : INFO : Epoch 1618 | loss: 0.0311503 | val_loss: 0.0311638 | Time: 1675.6 ms [2021-10-04 14:21:49 main:574] : INFO : Epoch 1619 | loss: 0.031149 | val_loss: 0.0311627 | Time: 1663.97 ms [2021-10-04 14:21:51 main:574] : INFO : Epoch 1620 | loss: 0.0311467 | val_loss: 0.0311596 | Time: 1631.43 ms [2021-10-04 14:21:53 main:574] : INFO : Epoch 1621 | loss: 0.0311449 | val_loss: 0.0311616 | Time: 1670.72 ms [2021-10-04 14:21:54 main:574] : INFO : Epoch 1622 | loss: 0.0311471 | val_loss: 0.0311615 | Time: 1643.53 ms [2021-10-04 14:21:56 main:574] : INFO : Epoch 1623 | loss: 0.0311467 | val_loss: 0.0311601 | Time: 1660.6 ms [2021-10-04 14:21:58 main:574] : INFO : Epoch 1624 | loss: 0.0311466 | val_loss: 0.0311584 | Time: 1655.2 ms [2021-10-04 14:21:59 main:574] : INFO : Epoch 1625 | loss: 0.0311457 | val_loss: 0.0311599 | Time: 1647.41 ms [2021-10-04 14:22:01 main:574] : INFO : Epoch 1626 | loss: 0.0311456 | val_loss: 0.031158 | Time: 1670.56 ms [2021-10-04 14:22:03 main:574] : INFO : Epoch 1627 | loss: 0.0311487 | val_loss: 0.0311599 | Time: 1676.42 ms [2021-10-04 14:22:04 main:574] : INFO : Epoch 1628 | loss: 0.0311472 | val_loss: 0.03116 | Time: 1659.14 ms [2021-10-04 14:22:06 main:574] : INFO : Epoch 1629 | loss: 0.0311482 | val_loss: 0.0311582 | Time: 1637.17 ms [2021-10-04 14:22:08 main:574] : INFO : Epoch 1630 | loss: 0.031149 | val_loss: 0.0311568 | Time: 1659.58 ms [2021-10-04 14:22:09 main:574] : INFO : Epoch 1631 | loss: 0.031148 | val_loss: 0.0311623 | Time: 1659.71 ms [2021-10-04 14:22:11 main:574] : INFO : Epoch 1632 | loss: 0.0311479 | val_loss: 0.0311593 | Time: 1659.07 ms [2021-10-04 14:22:12 main:574] : INFO : Epoch 1633 | loss: 0.031149 | val_loss: 0.0311629 | Time: 1632.76 ms [2021-10-04 14:22:14 main:574] : INFO : Epoch 1634 | loss: 0.031149 | val_loss: 0.0311607 | Time: 1651.15 ms [2021-10-04 14:22:16 main:574] : INFO : Epoch 1635 | loss: 0.0311511 | val_loss: 0.0311602 | Time: 1627.41 ms [2021-10-04 14:22:17 main:574] : INFO : Epoch 1636 | loss: 0.0311481 | val_loss: 0.0311563 | Time: 1653.05 ms [2021-10-04 14:22:19 main:574] : INFO : Epoch 1637 | loss: 0.0311476 | val_loss: 0.0311609 | Time: 1650.06 ms [2021-10-04 14:22:21 main:574] : INFO : Epoch 1638 | loss: 0.0311489 | val_loss: 0.0311597 | Time: 1652.1 ms [2021-10-04 14:22:22 main:574] : INFO : Epoch 1639 | loss: 0.0311487 | val_loss: 0.0311606 | Time: 1668.69 ms [2021-10-04 14:22:24 main:574] : INFO : Epoch 1640 | loss: 0.0311457 | val_loss: 0.0311572 | Time: 1625.68 ms [2021-10-04 14:22:26 main:574] : INFO : Epoch 1641 | loss: 0.0311449 | val_loss: 0.0311572 | Time: 1640.68 ms [2021-10-04 14:22:27 main:574] : INFO : Epoch 1642 | loss: 0.031144 | val_loss: 0.0311592 | Time: 1641.87 ms [2021-10-04 14:22:29 main:574] : INFO : Epoch 1643 | loss: 0.0311448 | val_loss: 0.0311582 | Time: 1644.37 ms [2021-10-04 14:22:31 main:574] : INFO : Epoch 1644 | loss: 0.031145 | val_loss: 0.0311566 | Time: 1660.82 ms [2021-10-04 14:22:32 main:574] : INFO : Epoch 1645 | loss: 0.031145 | val_loss: 0.0311646 | Time: 1654.87 ms [2021-10-04 14:22:34 main:574] : INFO : Epoch 1646 | loss: 0.0311473 | val_loss: 0.031162 | Time: 1657.63 ms [2021-10-04 14:22:36 main:574] : INFO : Epoch 1647 | loss: 0.0311459 | val_loss: 0.0311583 | Time: 1628.17 ms [2021-10-04 14:22:37 main:574] : INFO : Epoch 1648 | loss: 0.0311449 | val_loss: 0.0311578 | Time: 1630.9 ms [2021-10-04 14:22:39 main:574] : INFO : Epoch 1649 | loss: 0.0311451 | val_loss: 0.0311612 | Time: 1659.72 ms [2021-10-04 14:22:41 main:574] : INFO : Epoch 1650 | loss: 0.0311461 | val_loss: 0.0311608 | Time: 1657.1 ms [2021-10-04 14:22:42 main:574] : INFO : Epoch 1651 | loss: 0.0311466 | val_loss: 0.0311618 | Time: 1635.9 ms [2021-10-04 14:22:44 main:574] : INFO : Epoch 1652 | loss: 0.0311465 | val_loss: 0.0311665 | Time: 1647.3 ms [2021-10-04 14:22:46 main:574] : INFO : Epoch 1653 | loss: 0.0311465 | val_loss: 0.0311673 | Time: 1631.31 ms [2021-10-04 14:22:47 main:574] : INFO : Epoch 1654 | loss: 0.031148 | val_loss: 0.0311643 | Time: 1679.95 ms [2021-10-04 14:22:49 main:574] : INFO : Epoch 1655 | loss: 0.0311468 | val_loss: 0.0311629 | Time: 1615.94 ms [2021-10-04 14:22:50 main:574] : INFO : Epoch 1656 | loss: 0.0311448 | val_loss: 0.03116 | Time: 1627.85 ms [2021-10-04 14:22:52 main:574] : INFO : Epoch 1657 | loss: 0.0311475 | val_loss: 0.0311633 | Time: 1627.45 ms [2021-10-04 14:22:54 main:574] : INFO : Epoch 1658 | loss: 0.0311501 | val_loss: 0.0311598 | Time: 1621.64 ms [2021-10-04 14:22:55 main:574] : INFO : Epoch 1659 | loss: 0.0311489 | val_loss: 0.0311652 | Time: 1651.22 ms [2021-10-04 14:22:57 main:574] : INFO : Epoch 1660 | loss: 0.0311499 | val_loss: 0.0311626 | Time: 1671.36 ms [2021-10-04 14:22:59 main:574] : INFO : Epoch 1661 | loss: 0.0311495 | val_loss: 0.0311644 | Time: 1656.87 ms [2021-10-04 14:23:00 main:574] : INFO : Epoch 1662 | loss: 0.0311495 | val_loss: 0.0311587 | Time: 1648.25 ms [2021-10-04 14:23:02 main:574] : INFO : Epoch 1663 | loss: 0.0311492 | val_loss: 0.0311562 | Time: 1659.17 ms [2021-10-04 14:23:04 main:574] : INFO : Epoch 1664 | loss: 0.0311499 | val_loss: 0.0311607 | Time: 1658.44 ms [2021-10-04 14:23:05 main:574] : INFO : Epoch 1665 | loss: 0.0311485 | val_loss: 0.0311571 | Time: 1668.51 ms [2021-10-04 14:23:07 main:574] : INFO : Epoch 1666 | loss: 0.0311503 | val_loss: 0.0311582 | Time: 1670.7 ms [2021-10-04 14:23:09 main:574] : INFO : Epoch 1667 | loss: 0.0311475 | val_loss: 0.0311617 | Time: 1684.51 ms [2021-10-04 14:23:10 main:574] : INFO : Epoch 1668 | loss: 0.0311472 | val_loss: 0.0311592 | Time: 1641.95 ms [2021-10-04 14:23:12 main:574] : INFO : Epoch 1669 | loss: 0.0311474 | val_loss: 0.0311576 | Time: 1657.18 ms [2021-10-04 14:23:14 main:574] : INFO : Epoch 1670 | loss: 0.0311485 | val_loss: 0.0311578 | Time: 1652.55 ms [2021-10-04 14:23:15 main:574] : INFO : Epoch 1671 | loss: 0.031149 | val_loss: 0.031157 | Time: 1663.83 ms [2021-10-04 14:23:17 main:574] : INFO : Epoch 1672 | loss: 0.0311468 | val_loss: 0.0311577 | Time: 1669.17 ms [2021-10-04 14:23:19 main:574] : INFO : Epoch 1673 | loss: 0.0311461 | val_loss: 0.0311581 | Time: 1677.17 ms [2021-10-04 14:23:20 main:574] : INFO : Epoch 1674 | loss: 0.0311448 | val_loss: 0.0311547 | Time: 1671.09 ms [2021-10-04 14:23:22 main:574] : INFO : Epoch 1675 | loss: 0.0311501 | val_loss: 0.0311624 | Time: 1651.31 ms [2021-10-04 14:23:24 main:574] : INFO : Epoch 1676 | loss: 0.0311528 | val_loss: 0.0311576 | Time: 1642.89 ms [2021-10-04 14:23:25 main:574] : INFO : Epoch 1677 | loss: 0.0311515 | val_loss: 0.0311584 | Time: 1667.02 ms [2021-10-04 14:23:27 main:574] : INFO : Epoch 1678 | loss: 0.0311506 | val_loss: 0.0311565 | Time: 1649.23 ms [2021-10-04 14:23:29 main:574] : INFO : Epoch 1679 | loss: 0.031149 | val_loss: 0.0311562 | Time: 1674.31 ms [2021-10-04 14:23:30 main:574] : INFO : Epoch 1680 | loss: 0.0311472 | val_loss: 0.0311574 | Time: 1677.37 ms [2021-10-04 14:23:32 main:574] : INFO : Epoch 1681 | loss: 0.0311477 | val_loss: 0.0311569 | Time: 1664.04 ms [2021-10-04 14:23:34 main:574] : INFO : Epoch 1682 | loss: 0.031147 | val_loss: 0.0311578 | Time: 1657.39 ms [2021-10-04 14:23:35 main:574] : INFO : Epoch 1683 | loss: 0.0311463 | val_loss: 0.0311601 | Time: 1657.64 ms [2021-10-04 14:23:37 main:574] : INFO : Epoch 1684 | loss: 0.0311456 | val_loss: 0.0311584 | Time: 1669.26 ms [2021-10-04 14:23:39 main:574] : INFO : Epoch 1685 | loss: 0.0311451 | val_loss: 0.0311611 | Time: 1644.63 ms [2021-10-04 14:23:40 main:574] : INFO : Epoch 1686 | loss: 0.0311463 | val_loss: 0.0311579 | Time: 1646.27 ms [2021-10-04 14:23:42 main:574] : INFO : Epoch 1687 | loss: 0.0311508 | val_loss: 0.0311631 | Time: 1626.37 ms [2021-10-04 14:23:44 main:574] : INFO : Epoch 1688 | loss: 0.0311509 | val_loss: 0.0311556 | Time: 1639.6 ms [2021-10-04 14:23:45 main:574] : INFO : Epoch 1689 | loss: 0.0311516 | val_loss: 0.0311724 | Time: 1623.79 ms [2021-10-04 14:23:47 main:574] : INFO : Epoch 1690 | loss: 0.0311515 | val_loss: 0.0311591 | Time: 1625.99 ms [2021-10-04 14:23:49 main:574] : INFO : Epoch 1691 | loss: 0.0311465 | val_loss: 0.0311564 | Time: 1618.5 ms [2021-10-04 14:23:50 main:574] : INFO : Epoch 1692 | loss: 0.0311441 | val_loss: 0.0311568 | Time: 1653.77 ms [2021-10-04 14:23:52 main:574] : INFO : Epoch 1693 | loss: 0.0311445 | val_loss: 0.0311625 | Time: 1649.67 ms [2021-10-04 14:23:54 main:574] : INFO : Epoch 1694 | loss: 0.0311454 | val_loss: 0.0311564 | Time: 1647.25 ms [2021-10-04 14:23:55 main:574] : INFO : Epoch 1695 | loss: 0.0311433 | val_loss: 0.0311588 | Time: 1682.46 ms [2021-10-04 14:23:57 main:574] : INFO : Epoch 1696 | loss: 0.0311439 | val_loss: 0.0311574 | Time: 1639.02 ms [2021-10-04 14:23:59 main:574] : INFO : Epoch 1697 | loss: 0.0311427 | val_loss: 0.0311644 | Time: 1680.11 ms [2021-10-04 14:24:00 main:574] : INFO : Epoch 1698 | loss: 0.0311438 | val_loss: 0.0311584 | Time: 1664.76 ms [2021-10-04 14:24:02 main:574] : INFO : Epoch 1699 | loss: 0.0311424 | val_loss: 0.0311584 | Time: 1678.12 ms [2021-10-04 14:24:04 main:574] : INFO : Epoch 1700 | loss: 0.0311432 | val_loss: 0.0311581 | Time: 1660.58 ms [2021-10-04 14:24:05 main:574] : INFO : Epoch 1701 | loss: 0.0311432 | val_loss: 0.0311589 | Time: 1662.95 ms [2021-10-04 14:24:07 main:574] : INFO : Epoch 1702 | loss: 0.0311431 | val_loss: 0.0311591 | Time: 1682.87 ms [2021-10-04 14:24:09 main:574] : INFO : Epoch 1703 | loss: 0.0311443 | val_loss: 0.0311605 | Time: 1682.07 ms [2021-10-04 14:24:10 main:574] : INFO : Epoch 1704 | loss: 0.0311467 | val_loss: 0.0311582 | Time: 1645.36 ms [2021-10-04 14:24:12 main:574] : INFO : Epoch 1705 | loss: 0.0311458 | val_loss: 0.031157 | Time: 1658.28 ms [2021-10-04 14:24:14 main:574] : INFO : Epoch 1706 | loss: 0.0311438 | val_loss: 0.0311581 | Time: 1647.92 ms [2021-10-04 14:24:15 main:574] : INFO : Epoch 1707 | loss: 0.0311432 | val_loss: 0.031159 | Time: 1683.23 ms [2021-10-04 14:24:17 main:574] : INFO : Epoch 1708 | loss: 0.0311445 | val_loss: 0.0311596 | Time: 1658.38 ms [2021-10-04 14:24:19 main:574] : INFO : Epoch 1709 | loss: 0.0311456 | val_loss: 0.0311574 | Time: 1676.52 ms [2021-10-04 14:24:20 main:574] : INFO : Epoch 1710 | loss: 0.0311476 | val_loss: 0.0311588 | Time: 1669.69 ms [2021-10-04 14:24:22 main:574] : INFO : Epoch 1711 | loss: 0.0311459 | val_loss: 0.0311566 | Time: 1666.78 ms [2021-10-04 14:24:24 main:574] : INFO : Epoch 1712 | loss: 0.0311442 | val_loss: 0.031158 | Time: 1681.89 ms [2021-10-04 14:24:25 main:574] : INFO : Epoch 1713 | loss: 0.0311476 | val_loss: 0.0311575 | Time: 1629.46 ms [2021-10-04 14:24:27 main:574] : INFO : Epoch 1714 | loss: 0.0311483 | val_loss: 0.0311596 | Time: 1678.85 ms [2021-10-04 14:24:29 main:574] : INFO : Epoch 1715 | loss: 0.0311441 | val_loss: 0.0311614 | Time: 1639.66 ms [2021-10-04 14:24:30 main:574] : INFO : Epoch 1716 | loss: 0.0311431 | val_loss: 0.0311555 | Time: 1659.98 ms [2021-10-04 14:24:32 main:574] : INFO : Epoch 1717 | loss: 0.0311449 | val_loss: 0.031158 | Time: 1608.24 ms [2021-10-04 14:24:34 main:574] : INFO : Epoch 1718 | loss: 0.0311496 | val_loss: 0.0311629 | Time: 1628.98 ms [2021-10-04 14:24:35 main:574] : INFO : Epoch 1719 | loss: 0.0311471 | val_loss: 0.0311637 | Time: 1630.31 ms [2021-10-04 14:24:37 main:574] : INFO : Epoch 1720 | loss: 0.0311444 | val_loss: 0.0311583 | Time: 1668.24 ms [2021-10-04 14:24:39 main:574] : INFO : Epoch 1721 | loss: 0.0311465 | val_loss: 0.0311586 | Time: 1663.52 ms [2021-10-04 14:24:40 main:574] : INFO : Epoch 1722 | loss: 0.0311452 | val_loss: 0.031154 | Time: 1683.68 ms [2021-10-04 14:24:42 main:574] : INFO : Epoch 1723 | loss: 0.0311444 | val_loss: 0.0311535 | Time: 1661.94 ms [2021-10-04 14:24:44 main:574] : INFO : Epoch 1724 | loss: 0.0311434 | val_loss: 0.0311546 | Time: 1676.47 ms [2021-10-04 14:24:45 main:574] : INFO : Epoch 1725 | loss: 0.031143 | val_loss: 0.0311557 | Time: 1645.54 ms [2021-10-04 14:24:47 main:574] : INFO : Epoch 1726 | loss: 0.031143 | val_loss: 0.031155 | Time: 1682.56 ms [2021-10-04 14:24:49 main:574] : INFO : Epoch 1727 | loss: 0.0311422 | val_loss: 0.0311561 | Time: 1646.19 ms [2021-10-04 14:24:50 main:574] : INFO : Epoch 1728 | loss: 0.0311427 | val_loss: 0.0311571 | Time: 1647.46 ms [2021-10-04 14:24:52 main:574] : INFO : Epoch 1729 | loss: 0.0311421 | val_loss: 0.0311551 | Time: 1662.69 ms [2021-10-04 14:24:54 main:574] : INFO : Epoch 1730 | loss: 0.0311422 | val_loss: 0.0311555 | Time: 1662.32 ms [2021-10-04 14:24:55 main:574] : INFO : Epoch 1731 | loss: 0.0311413 | val_loss: 0.0311557 | Time: 1653.59 ms [2021-10-04 14:24:57 main:574] : INFO : Epoch 1732 | loss: 0.0311414 | val_loss: 0.0311578 | Time: 1658.49 ms [2021-10-04 14:24:59 main:574] : INFO : Epoch 1733 | loss: 0.0311411 | val_loss: 0.0311546 | Time: 1637.43 ms [2021-10-04 14:25:00 main:574] : INFO : Epoch 1734 | loss: 0.0311406 | val_loss: 0.0311559 | Time: 1667.36 ms [2021-10-04 14:25:02 main:574] : INFO : Epoch 1735 | loss: 0.0311405 | val_loss: 0.0311586 | Time: 1660.51 ms [2021-10-04 14:25:04 main:574] : INFO : Epoch 1736 | loss: 0.0311402 | val_loss: 0.0311529 | Time: 1636.81 ms [2021-10-04 14:25:05 main:574] : INFO : Epoch 1737 | loss: 0.0311408 | val_loss: 0.0311572 | Time: 1638.4 ms [2021-10-04 14:25:07 main:574] : INFO : Epoch 1738 | loss: 0.0311407 | val_loss: 0.0311554 | Time: 1646.42 ms [2021-10-04 14:25:09 main:574] : INFO : Epoch 1739 | loss: 0.0311403 | val_loss: 0.0311538 | Time: 1678.05 ms [2021-10-04 14:25:10 main:574] : INFO : Epoch 1740 | loss: 0.0311394 | val_loss: 0.0311562 | Time: 1668.64 ms [2021-10-04 14:25:12 main:574] : INFO : Epoch 1741 | loss: 0.0311399 | val_loss: 0.0311531 | Time: 1655.8 ms [2021-10-04 14:25:14 main:574] : INFO : Epoch 1742 | loss: 0.0311407 | val_loss: 0.0311538 | Time: 1659.24 ms [2021-10-04 14:25:15 main:574] : INFO : Epoch 1743 | loss: 0.0311399 | val_loss: 0.0311581 | Time: 1674.84 ms [2021-10-04 14:25:17 main:574] : INFO : Epoch 1744 | loss: 0.0311409 | val_loss: 0.0311592 | Time: 1653.78 ms [2021-10-04 14:25:19 main:574] : INFO : Epoch 1745 | loss: 0.0311401 | val_loss: 0.0311571 | Time: 1656.8 ms [2021-10-04 14:25:20 main:574] : INFO : Epoch 1746 | loss: 0.0311395 | val_loss: 0.0311524 | Time: 1686.92 ms [2021-10-04 14:25:22 main:574] : INFO : Epoch 1747 | loss: 0.0311391 | val_loss: 0.0311522 | Time: 1674.01 ms [2021-10-04 14:25:24 main:574] : INFO : Epoch 1748 | loss: 0.0311393 | val_loss: 0.0311538 | Time: 1631.68 ms [2021-10-04 14:25:25 main:574] : INFO : Epoch 1749 | loss: 0.0311424 | val_loss: 0.0311566 | Time: 1654.08 ms [2021-10-04 14:25:27 main:574] : INFO : Epoch 1750 | loss: 0.0311452 | val_loss: 0.0311567 | Time: 1643.15 ms [2021-10-04 14:25:29 main:574] : INFO : Epoch 1751 | loss: 0.0311431 | val_loss: 0.0311653 | Time: 1658.96 ms [2021-10-04 14:25:30 main:574] : INFO : Epoch 1752 | loss: 0.0311427 | val_loss: 0.0311567 | Time: 1656.31 ms [2021-10-04 14:25:32 main:574] : INFO : Epoch 1753 | loss: 0.03114 | val_loss: 0.0311562 | Time: 1663.92 ms [2021-10-04 14:25:34 main:574] : INFO : Epoch 1754 | loss: 0.0311408 | val_loss: 0.0311573 | Time: 1658.48 ms [2021-10-04 14:25:35 main:574] : INFO : Epoch 1755 | loss: 0.0311415 | val_loss: 0.0311562 | Time: 1664.38 ms [2021-10-04 14:25:37 main:574] : INFO : Epoch 1756 | loss: 0.0311415 | val_loss: 0.0311545 | Time: 1635.73 ms [2021-10-04 14:25:39 main:574] : INFO : Epoch 1757 | loss: 0.031142 | val_loss: 0.0311585 | Time: 1667.26 ms [2021-10-04 14:25:40 main:574] : INFO : Epoch 1758 | loss: 0.0311416 | val_loss: 0.0311585 | Time: 1645.19 ms [2021-10-04 14:25:42 main:574] : INFO : Epoch 1759 | loss: 0.0311405 | val_loss: 0.0311548 | Time: 1674.57 ms [2021-10-04 14:25:44 main:574] : INFO : Epoch 1760 | loss: 0.0311386 | val_loss: 0.0311595 | Time: 1650.98 ms [2021-10-04 14:25:45 main:574] : INFO : Epoch 1761 | loss: 0.0311401 | val_loss: 0.0311567 | Time: 1669.23 ms [2021-10-04 14:25:47 main:574] : INFO : Epoch 1762 | loss: 0.0311412 | val_loss: 0.0311573 | Time: 1682.27 ms [2021-10-04 14:25:49 main:574] : INFO : Epoch 1763 | loss: 0.031148 | val_loss: 0.0311683 | Time: 1647.3 ms [2021-10-04 14:25:50 main:574] : INFO : Epoch 1764 | loss: 0.0311476 | val_loss: 0.031158 | Time: 1666.87 ms [2021-10-04 14:25:52 main:574] : INFO : Epoch 1765 | loss: 0.0311443 | val_loss: 0.0311586 | Time: 1688.66 ms [2021-10-04 14:25:54 main:574] : INFO : Epoch 1766 | loss: 0.0311483 | val_loss: 0.0311573 | Time: 1683.51 ms [2021-10-04 14:25:55 main:574] : INFO : Epoch 1767 | loss: 0.0311503 | val_loss: 0.031159 | Time: 1664.97 ms [2021-10-04 14:25:57 main:574] : INFO : Epoch 1768 | loss: 0.031148 | val_loss: 0.0311594 | Time: 1657.03 ms [2021-10-04 14:25:59 main:574] : INFO : Epoch 1769 | loss: 0.0311464 | val_loss: 0.031164 | Time: 1659.19 ms [2021-10-04 14:26:00 main:574] : INFO : Epoch 1770 | loss: 0.0311444 | val_loss: 0.0311571 | Time: 1648.16 ms [2021-10-04 14:26:02 main:574] : INFO : Epoch 1771 | loss: 0.0311414 | val_loss: 0.0311614 | Time: 1626.6 ms [2021-10-04 14:26:03 main:574] : INFO : Epoch 1772 | loss: 0.0311413 | val_loss: 0.031158 | Time: 1614.45 ms [2021-10-04 14:26:05 main:574] : INFO : Epoch 1773 | loss: 0.0311404 | val_loss: 0.0311559 | Time: 1650.63 ms [2021-10-04 14:26:07 main:574] : INFO : Epoch 1774 | loss: 0.0311402 | val_loss: 0.031161 | Time: 1647.13 ms [2021-10-04 14:26:08 main:574] : INFO : Epoch 1775 | loss: 0.031147 | val_loss: 0.0311569 | Time: 1665.63 ms [2021-10-04 14:26:10 main:574] : INFO : Epoch 1776 | loss: 0.0311439 | val_loss: 0.0311539 | Time: 1665.25 ms [2021-10-04 14:26:12 main:574] : INFO : Epoch 1777 | loss: 0.0311423 | val_loss: 0.0311589 | Time: 1684.22 ms [2021-10-04 14:26:14 main:574] : INFO : Epoch 1778 | loss: 0.0311412 | val_loss: 0.0311619 | Time: 1672.85 ms [2021-10-04 14:26:15 main:574] : INFO : Epoch 1779 | loss: 0.0311413 | val_loss: 0.0311568 | Time: 1627.53 ms [2021-10-04 14:26:17 main:574] : INFO : Epoch 1780 | loss: 0.0311404 | val_loss: 0.0311563 | Time: 1648.36 ms [2021-10-04 14:26:18 main:574] : INFO : Epoch 1781 | loss: 0.0311402 | val_loss: 0.0311555 | Time: 1651.97 ms [2021-10-04 14:26:20 main:574] : INFO : Epoch 1782 | loss: 0.0311399 | val_loss: 0.0311598 | Time: 1647.88 ms [2021-10-04 14:26:22 main:574] : INFO : Epoch 1783 | loss: 0.0311398 | val_loss: 0.0311601 | Time: 1622.83 ms [2021-10-04 14:26:23 main:574] : INFO : Epoch 1784 | loss: 0.031139 | val_loss: 0.0311564 | Time: 1668.1 ms [2021-10-04 14:26:25 main:574] : INFO : Epoch 1785 | loss: 0.0311387 | val_loss: 0.031156 | Time: 1622.9 ms [2021-10-04 14:26:27 main:574] : INFO : Epoch 1786 | loss: 0.0311389 | val_loss: 0.0311536 | Time: 1629.9 ms [2021-10-04 14:26:28 main:574] : INFO : Epoch 1787 | loss: 0.0311389 | val_loss: 0.0311557 | Time: 1662.94 ms [2021-10-04 14:26:30 main:574] : INFO : Epoch 1788 | loss: 0.0311402 | val_loss: 0.0311594 | Time: 1660.33 ms [2021-10-04 14:26:32 main:574] : INFO : Epoch 1789 | loss: 0.0311421 | val_loss: 0.031162 | Time: 1666.02 ms [2021-10-04 14:26:33 main:574] : INFO : Epoch 1790 | loss: 0.0311409 | val_loss: 0.0311617 | Time: 1665.95 ms [2021-10-04 14:26:35 main:574] : INFO : Epoch 1791 | loss: 0.0311395 | val_loss: 0.031158 | Time: 1649.6 ms [2021-10-04 14:26:37 main:574] : INFO : Epoch 1792 | loss: 0.0311384 | val_loss: 0.0311565 | Time: 1668.33 ms [2021-10-04 14:26:38 main:574] : INFO : Epoch 1793 | loss: 0.0311421 | val_loss: 0.0311589 | Time: 1660.97 ms [2021-10-04 14:26:40 main:574] : INFO : Epoch 1794 | loss: 0.0311428 | val_loss: 0.0311594 | Time: 1647.14 ms [2021-10-04 14:26:42 main:574] : INFO : Epoch 1795 | loss: 0.0311402 | val_loss: 0.0311602 | Time: 1672.72 ms [2021-10-04 14:26:43 main:574] : INFO : Epoch 1796 | loss: 0.0311397 | val_loss: 0.03116 | Time: 1675.24 ms [2021-10-04 14:26:45 main:574] : INFO : Epoch 1797 | loss: 0.0311403 | val_loss: 0.0311593 | Time: 1650.74 ms [2021-10-04 14:26:47 main:574] : INFO : Epoch 1798 | loss: 0.0311382 | val_loss: 0.0311565 | Time: 1664.73 ms [2021-10-04 14:26:48 main:574] : INFO : Epoch 1799 | loss: 0.0311387 | val_loss: 0.0311615 | Time: 1674.44 ms [2021-10-04 14:26:50 main:574] : INFO : Epoch 1800 | loss: 0.0311401 | val_loss: 0.0311657 | Time: 1622.82 ms [2021-10-04 14:26:52 main:574] : INFO : Epoch 1801 | loss: 0.0311417 | val_loss: 0.0311561 | Time: 1645.7 ms [2021-10-04 14:26:53 main:574] : INFO : Epoch 1802 | loss: 0.0311378 | val_loss: 0.0311586 | Time: 1631.93 ms [2021-10-04 14:26:55 main:574] : INFO : Epoch 1803 | loss: 0.0311397 | val_loss: 0.0311569 | Time: 1655.53 ms [2021-10-04 14:26:57 main:574] : INFO : Epoch 1804 | loss: 0.031141 | val_loss: 0.0311611 | Time: 1621.51 ms [2021-10-04 14:26:58 main:574] : INFO : Epoch 1805 | loss: 0.0311455 | val_loss: 0.0311609 | Time: 1644.72 ms [2021-10-04 14:27:00 main:574] : INFO : Epoch 1806 | loss: 0.0311417 | val_loss: 0.0311607 | Time: 1655.37 ms [2021-10-04 14:27:02 main:574] : INFO : Epoch 1807 | loss: 0.0311445 | val_loss: 0.0311615 | Time: 1664.87 ms [2021-10-04 14:27:03 main:574] : INFO : Epoch 1808 | loss: 0.0311395 | val_loss: 0.0311565 | Time: 1660.22 ms [2021-10-04 14:27:05 main:574] : INFO : Epoch 1809 | loss: 0.0311383 | val_loss: 0.0311551 | Time: 1628.8 ms [2021-10-04 14:27:07 main:574] : INFO : Epoch 1810 | loss: 0.0311366 | val_loss: 0.0311567 | Time: 1654.62 ms [2021-10-04 14:27:08 main:574] : INFO : Epoch 1811 | loss: 0.0311367 | val_loss: 0.0311542 | Time: 1655.98 ms [2021-10-04 14:27:10 main:574] : INFO : Epoch 1812 | loss: 0.0311392 | val_loss: 0.0311594 | Time: 1672.94 ms [2021-10-04 14:27:12 main:574] : INFO : Epoch 1813 | loss: 0.0311391 | val_loss: 0.0311588 | Time: 1648.19 ms [2021-10-04 14:27:13 main:574] : INFO : Epoch 1814 | loss: 0.0311381 | val_loss: 0.0311604 | Time: 1641.24 ms [2021-10-04 14:27:15 main:574] : INFO : Epoch 1815 | loss: 0.0311385 | val_loss: 0.0311595 | Time: 1671.31 ms [2021-10-04 14:27:17 main:574] : INFO : Epoch 1816 | loss: 0.0311378 | val_loss: 0.0311563 | Time: 1641.68 ms [2021-10-04 14:27:18 main:574] : INFO : Epoch 1817 | loss: 0.0311371 | val_loss: 0.0311545 | Time: 1644.21 ms [2021-10-04 14:27:20 main:574] : INFO : Epoch 1818 | loss: 0.0311371 | val_loss: 0.031158 | Time: 1635.99 ms [2021-10-04 14:27:21 main:574] : INFO : Epoch 1819 | loss: 0.0311365 | val_loss: 0.0311613 | Time: 1643.58 ms [2021-10-04 14:27:23 main:574] : INFO : Epoch 1820 | loss: 0.0311367 | val_loss: 0.0311598 | Time: 1656.49 ms [2021-10-04 14:27:25 main:574] : INFO : Epoch 1821 | loss: 0.0311379 | val_loss: 0.0311635 | Time: 1651.69 ms [2021-10-04 14:27:26 main:574] : INFO : Epoch 1822 | loss: 0.0311375 | val_loss: 0.031156 | Time: 1641.25 ms [2021-10-04 14:27:28 main:574] : INFO : Epoch 1823 | loss: 0.031139 | val_loss: 0.0311558 | Time: 1646.88 ms [2021-10-04 14:27:30 main:574] : INFO : Epoch 1824 | loss: 0.031138 | val_loss: 0.0311562 | Time: 1651.78 ms [2021-10-04 14:27:31 main:574] : INFO : Epoch 1825 | loss: 0.0311386 | val_loss: 0.0311579 | Time: 1642.03 ms [2021-10-04 14:27:33 main:574] : INFO : Epoch 1826 | loss: 0.0311404 | val_loss: 0.0311546 | Time: 1638.98 ms [2021-10-04 14:27:35 main:574] : INFO : Epoch 1827 | loss: 0.0311395 | val_loss: 0.0311541 | Time: 1651.57 ms [2021-10-04 14:27:36 main:574] : INFO : Epoch 1828 | loss: 0.031138 | val_loss: 0.0311553 | Time: 1627.58 ms [2021-10-04 14:27:38 main:574] : INFO : Epoch 1829 | loss: 0.0311393 | val_loss: 0.031158 | Time: 1690.87 ms [2021-10-04 14:27:40 main:574] : INFO : Epoch 1830 | loss: 0.0311517 | val_loss: 0.0311585 | Time: 1641.28 ms [2021-10-04 14:27:41 main:574] : INFO : Epoch 1831 | loss: 0.0311481 | val_loss: 0.0311609 | Time: 1677.19 ms [2021-10-04 14:27:43 main:574] : INFO : Epoch 1832 | loss: 0.0311444 | val_loss: 0.0311598 | Time: 1656.41 ms [2021-10-04 14:27:45 main:574] : INFO : Epoch 1833 | loss: 0.0311419 | val_loss: 0.0311585 | Time: 1648.54 ms [2021-10-04 14:27:46 main:574] : INFO : Epoch 1834 | loss: 0.0311403 | val_loss: 0.0311566 | Time: 1676.86 ms [2021-10-04 14:27:48 main:574] : INFO : Epoch 1835 | loss: 0.0311386 | val_loss: 0.0311614 | Time: 1645.95 ms [2021-10-04 14:27:50 main:574] : INFO : Epoch 1836 | loss: 0.0311391 | val_loss: 0.0311568 | Time: 1657.86 ms [2021-10-04 14:27:51 main:574] : INFO : Epoch 1837 | loss: 0.0311382 | val_loss: 0.0311571 | Time: 1658.37 ms [2021-10-04 14:27:53 main:574] : INFO : Epoch 1838 | loss: 0.0311398 | val_loss: 0.0311593 | Time: 1654.66 ms [2021-10-04 14:27:55 main:574] : INFO : Epoch 1839 | loss: 0.0311392 | val_loss: 0.031156 | Time: 1671.9 ms [2021-10-04 14:27:56 main:574] : INFO : Epoch 1840 | loss: 0.0311383 | val_loss: 0.0311554 | Time: 1626.7 ms [2021-10-04 14:27:58 main:574] : INFO : Epoch 1841 | loss: 0.0311372 | val_loss: 0.03116 | Time: 1673.79 ms [2021-10-04 14:28:00 main:574] : INFO : Epoch 1842 | loss: 0.0311356 | val_loss: 0.0311594 | Time: 1616.55 ms [2021-10-04 14:28:01 main:574] : INFO : Epoch 1843 | loss: 0.0311371 | val_loss: 0.0311562 | Time: 1672.4 ms [2021-10-04 14:28:03 main:574] : INFO : Epoch 1844 | loss: 0.0311362 | val_loss: 0.0311564 | Time: 1658.26 ms [2021-10-04 14:28:05 main:574] : INFO : Epoch 1845 | loss: 0.0311377 | val_loss: 0.0311545 | Time: 1655.2 ms [2021-10-04 14:28:06 main:574] : INFO : Epoch 1846 | loss: 0.0311378 | val_loss: 0.0311595 | Time: 1679.92 ms [2021-10-04 14:28:08 main:574] : INFO : Epoch 1847 | loss: 0.0311355 | val_loss: 0.0311583 | Time: 1660.88 ms [2021-10-04 14:28:10 main:574] : INFO : Epoch 1848 | loss: 0.0311352 | val_loss: 0.0311569 | Time: 1669.55 ms [2021-10-04 14:28:11 main:574] : INFO : Epoch 1849 | loss: 0.0311346 | val_loss: 0.0311569 | Time: 1660.11 ms [2021-10-04 14:28:13 main:574] : INFO : Epoch 1850 | loss: 0.0311356 | val_loss: 0.0311561 | Time: 1646.19 ms [2021-10-04 14:28:15 main:574] : INFO : Epoch 1851 | loss: 0.0311348 | val_loss: 0.0311622 | Time: 1635.35 ms [2021-10-04 14:28:16 main:574] : INFO : Epoch 1852 | loss: 0.0311344 | val_loss: 0.0311567 | Time: 1629.15 ms [2021-10-04 14:28:18 main:574] : INFO : Epoch 1853 | loss: 0.0311342 | val_loss: 0.0311584 | Time: 1641.82 ms [2021-10-04 14:28:20 main:574] : INFO : Epoch 1854 | loss: 0.0311382 | val_loss: 0.0311554 | Time: 1666.68 ms [2021-10-04 14:28:21 main:574] : INFO : Epoch 1855 | loss: 0.0311358 | val_loss: 0.0311601 | Time: 1672.43 ms [2021-10-04 14:28:23 main:574] : INFO : Epoch 1856 | loss: 0.0311366 | val_loss: 0.0311565 | Time: 1659.02 ms [2021-10-04 14:28:25 main:574] : INFO : Epoch 1857 | loss: 0.0311378 | val_loss: 0.0311581 | Time: 1657.63 ms [2021-10-04 14:28:26 main:574] : INFO : Epoch 1858 | loss: 0.031137 | val_loss: 0.0311579 | Time: 1667.43 ms [2021-10-04 14:28:28 main:574] : INFO : Epoch 1859 | loss: 0.0311351 | val_loss: 0.0311549 | Time: 1673.15 ms [2021-10-04 14:28:30 main:574] : INFO : Epoch 1860 | loss: 0.031135 | val_loss: 0.031156 | Time: 1636.98 ms [2021-10-04 14:28:31 main:574] : INFO : Epoch 1861 | loss: 0.0311347 | val_loss: 0.0311598 | Time: 1659.97 ms [2021-10-04 14:28:33 main:574] : INFO : Epoch 1862 | loss: 0.0311366 | val_loss: 0.0311562 | Time: 1688.89 ms [2021-10-04 14:28:35 main:574] : INFO : Epoch 1863 | loss: 0.0311353 | val_loss: 0.0311565 | Time: 1637.13 ms [2021-10-04 14:28:36 main:574] : INFO : Epoch 1864 | loss: 0.0311341 | val_loss: 0.0311566 | Time: 1655.68 ms [2021-10-04 14:28:38 main:574] : INFO : Epoch 1865 | loss: 0.0311353 | val_loss: 0.0311573 | Time: 1639.35 ms [2021-10-04 14:28:40 main:574] : INFO : Epoch 1866 | loss: 0.0311352 | val_loss: 0.0311542 | Time: 1650.12 ms [2021-10-04 14:28:41 main:574] : INFO : Epoch 1867 | loss: 0.0311341 | val_loss: 0.031154 | Time: 1640.67 ms [2021-10-04 14:28:43 main:574] : INFO : Epoch 1868 | loss: 0.0311365 | val_loss: 0.031158 | Time: 1664.05 ms [2021-10-04 14:28:45 main:574] : INFO : Epoch 1869 | loss: 0.0311369 | val_loss: 0.031156 | Time: 1639.19 ms [2021-10-04 14:28:46 main:574] : INFO : Epoch 1870 | loss: 0.0311375 | val_loss: 0.0311589 | Time: 1641.3 ms [2021-10-04 14:28:48 main:574] : INFO : Epoch 1871 | loss: 0.0311376 | val_loss: 0.0311566 | Time: 1664.85 ms [2021-10-04 14:28:49 main:574] : INFO : Epoch 1872 | loss: 0.0311405 | val_loss: 0.0311599 | Time: 1642.24 ms [2021-10-04 14:28:51 main:574] : INFO : Epoch 1873 | loss: 0.0311381 | val_loss: 0.0311589 | Time: 1642.57 ms [2021-10-04 14:28:53 main:574] : INFO : Epoch 1874 | loss: 0.031136 | val_loss: 0.0311572 | Time: 1672.99 ms [2021-10-04 14:28:54 main:574] : INFO : Epoch 1875 | loss: 0.0311356 | val_loss: 0.0311559 | Time: 1654.72 ms [2021-10-04 14:28:56 main:574] : INFO : Epoch 1876 | loss: 0.0311362 | val_loss: 0.031163 | Time: 1656.74 ms [2021-10-04 14:28:58 main:574] : INFO : Epoch 1877 | loss: 0.031138 | val_loss: 0.0311568 | Time: 1636.17 ms [2021-10-04 14:28:59 main:574] : INFO : Epoch 1878 | loss: 0.0311365 | val_loss: 0.0311738 | Time: 1632.55 ms [2021-10-04 14:29:01 main:574] : INFO : Epoch 1879 | loss: 0.0311559 | val_loss: 0.0316313 | Time: 1670.66 ms [2021-10-04 14:29:03 main:574] : INFO : Epoch 1880 | loss: 0.0338496 | val_loss: 0.0570445 | Time: 1657.69 ms [2021-10-04 14:29:04 main:574] : INFO : Epoch 1881 | loss: 0.0369153 | val_loss: 0.0316061 | Time: 1646.15 ms [2021-10-04 14:29:06 main:574] : INFO : Epoch 1882 | loss: 0.0316992 | val_loss: 0.0314218 | Time: 1624.23 ms [2021-10-04 14:29:08 main:574] : INFO : Epoch 1883 | loss: 0.0313222 | val_loss: 0.0312686 | Time: 1620.21 ms [2021-10-04 14:29:09 main:574] : INFO : Epoch 1884 | loss: 0.0312597 | val_loss: 0.0312463 | Time: 1654.78 ms [2021-10-04 14:29:11 main:574] : INFO : Epoch 1885 | loss: 0.0312436 | val_loss: 0.0312388 | Time: 1646.18 ms [2021-10-04 14:29:13 main:574] : INFO : Epoch 1886 | loss: 0.0312352 | val_loss: 0.0312302 | Time: 1663.11 ms [2021-10-04 14:29:14 main:574] : INFO : Epoch 1887 | loss: 0.0312282 | val_loss: 0.0312257 | Time: 1615.09 ms [2021-10-04 14:29:16 main:574] : INFO : Epoch 1888 | loss: 0.0312243 | val_loss: 0.0312212 | Time: 1659.47 ms [2021-10-04 14:29:18 main:574] : INFO : Epoch 1889 | loss: 0.0312208 | val_loss: 0.0312184 | Time: 1672.69 ms [2021-10-04 14:29:19 main:574] : INFO : Epoch 1890 | loss: 0.0312182 | val_loss: 0.0312151 | Time: 1613.98 ms [2021-10-04 14:29:21 main:574] : INFO : Epoch 1891 | loss: 0.0312152 | val_loss: 0.0312113 | Time: 1631.28 ms [2021-10-04 14:29:23 main:574] : INFO : Epoch 1892 | loss: 0.0312096 | val_loss: 0.0311994 | Time: 1653.32 ms [2021-10-04 14:29:24 main:574] : INFO : Epoch 1893 | loss: 0.0311995 | val_loss: 0.0311937 | Time: 1692.14 ms [2021-10-04 14:29:26 main:574] : INFO : Epoch 1894 | loss: 0.0311963 | val_loss: 0.0311917 | Time: 1670.32 ms [2021-10-04 14:29:28 main:574] : INFO : Epoch 1895 | loss: 0.031193 | val_loss: 0.0311902 | Time: 1664.92 ms [2021-10-04 14:29:29 main:574] : INFO : Epoch 1896 | loss: 0.0311899 | val_loss: 0.0311866 | Time: 1640.83 ms [2021-10-04 14:29:31 main:574] : INFO : Epoch 1897 | loss: 0.031188 | val_loss: 0.0311854 | Time: 1681.2 ms [2021-10-04 14:29:33 main:574] : INFO : Epoch 1898 | loss: 0.0311874 | val_loss: 0.031185 | Time: 1631.32 ms [2021-10-04 14:29:34 main:574] : INFO : Epoch 1899 | loss: 0.0311867 | val_loss: 0.0311839 | Time: 1683.66 ms [2021-10-04 14:29:36 main:574] : INFO : Epoch 1900 | loss: 0.031186 | val_loss: 0.0311835 | Time: 1656.23 ms [2021-10-04 14:29:38 main:574] : INFO : Epoch 1901 | loss: 0.0311855 | val_loss: 0.0311831 | Time: 1651.88 ms [2021-10-04 14:29:39 main:574] : INFO : Epoch 1902 | loss: 0.0311846 | val_loss: 0.0311829 | Time: 1679.5 ms [2021-10-04 14:29:41 main:574] : INFO : Epoch 1903 | loss: 0.0311844 | val_loss: 0.0311819 | Time: 1692.31 ms [2021-10-04 14:29:43 main:574] : INFO : Epoch 1904 | loss: 0.0311833 | val_loss: 0.0311811 | Time: 1658.46 ms [2021-10-04 14:29:44 main:574] : INFO : Epoch 1905 | loss: 0.0311828 | val_loss: 0.0311818 | Time: 1645.98 ms [2021-10-04 14:29:46 main:574] : INFO : Epoch 1906 | loss: 0.0311826 | val_loss: 0.0311807 | Time: 1660.85 ms [2021-10-04 14:29:48 main:574] : INFO : Epoch 1907 | loss: 0.0311823 | val_loss: 0.0311816 | Time: 1641.01 ms [2021-10-04 14:29:49 main:574] : INFO : Epoch 1908 | loss: 0.0311822 | val_loss: 0.0311806 | Time: 1649.92 ms [2021-10-04 14:29:51 main:574] : INFO : Epoch 1909 | loss: 0.0311822 | val_loss: 0.0311808 | Time: 1637.02 ms [2021-10-04 14:29:53 main:574] : INFO : Epoch 1910 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 1637.69 ms [2021-10-04 14:29:54 main:574] : INFO : Epoch 1911 | loss: 0.0311784 | val_loss: 0.0311769 | Time: 1656.94 ms [2021-10-04 14:29:56 main:574] : INFO : Epoch 1912 | loss: 0.0311766 | val_loss: 0.0311748 | Time: 1668.64 ms [2021-10-04 14:29:58 main:574] : INFO : Epoch 1913 | loss: 0.0311747 | val_loss: 0.0311733 | Time: 1629.61 ms [2021-10-04 14:29:59 main:574] : INFO : Epoch 1914 | loss: 0.0311727 | val_loss: 0.0311704 | Time: 1639.32 ms [2021-10-04 14:30:01 main:574] : INFO : Epoch 1915 | loss: 0.0311722 | val_loss: 0.0311693 | Time: 1661.31 ms [2021-10-04 14:30:03 main:574] : INFO : Epoch 1916 | loss: 0.0311708 | val_loss: 0.0311683 | Time: 1688.93 ms [2021-10-04 14:30:04 main:574] : INFO : Epoch 1917 | loss: 0.03117 | val_loss: 0.0311676 | Time: 1668.22 ms [2021-10-04 14:30:06 main:574] : INFO : Epoch 1918 | loss: 0.03117 | val_loss: 0.0311668 | Time: 1665.6 ms [2021-10-04 14:30:08 main:574] : INFO : Epoch 1919 | loss: 0.0311705 | val_loss: 0.0311677 | Time: 1649.76 ms [2021-10-04 14:30:09 main:574] : INFO : Epoch 1920 | loss: 0.031169 | val_loss: 0.0311653 | Time: 1655.19 ms [2021-10-04 14:30:11 main:574] : INFO : Epoch 1921 | loss: 0.0311683 | val_loss: 0.0311668 | Time: 1627.36 ms [2021-10-04 14:30:13 main:574] : INFO : Epoch 1922 | loss: 0.0311684 | val_loss: 0.0311645 | Time: 1656.26 ms [2021-10-04 14:30:14 main:574] : INFO : Epoch 1923 | loss: 0.0311676 | val_loss: 0.0311648 | Time: 1643.57 ms [2021-10-04 14:30:16 main:574] : INFO : Epoch 1924 | loss: 0.0311676 | val_loss: 0.0311636 | Time: 1652.29 ms [2021-10-04 14:30:18 main:574] : INFO : Epoch 1925 | loss: 0.0311672 | val_loss: 0.0311625 | Time: 1666.2 ms [2021-10-04 14:30:19 main:574] : INFO : Epoch 1926 | loss: 0.0311661 | val_loss: 0.0311637 | Time: 1668.05 ms [2021-10-04 14:30:21 main:574] : INFO : Epoch 1927 | loss: 0.0311662 | val_loss: 0.0311643 | Time: 1651.05 ms [2021-10-04 14:30:23 main:574] : INFO : Epoch 1928 | loss: 0.0311648 | val_loss: 0.0311632 | Time: 1663.61 ms [2021-10-04 14:30:24 main:574] : INFO : Epoch 1929 | loss: 0.0311647 | val_loss: 0.0311619 | Time: 1673.87 ms [2021-10-04 14:30:26 main:574] : INFO : Epoch 1930 | loss: 0.0311639 | val_loss: 0.0311634 | Time: 1665.83 ms [2021-10-04 14:30:28 main:574] : INFO : Epoch 1931 | loss: 0.0311645 | val_loss: 0.0311647 | Time: 1667.95 ms [2021-10-04 14:30:29 main:574] : INFO : Epoch 1932 | loss: 0.0311637 | val_loss: 0.0311615 | Time: 1652.65 ms [2021-10-04 14:30:31 main:574] : INFO : Epoch 1933 | loss: 0.0311641 | val_loss: 0.0311634 | Time: 1645.38 ms [2021-10-04 14:30:33 main:574] : INFO : Epoch 1934 | loss: 0.0311648 | val_loss: 0.0311609 | Time: 1671.01 ms [2021-10-04 14:30:34 main:574] : INFO : Epoch 1935 | loss: 0.0311635 | val_loss: 0.03116 | Time: 1673.87 ms [2021-10-04 14:30:36 main:574] : INFO : Epoch 1936 | loss: 0.0311633 | val_loss: 0.0311608 | Time: 1684.07 ms [2021-10-04 14:30:38 main:574] : INFO : Epoch 1937 | loss: 0.031163 | val_loss: 0.0311609 | Time: 1652.32 ms [2021-10-04 14:30:39 main:574] : INFO : Epoch 1938 | loss: 0.0311628 | val_loss: 0.0311611 | Time: 1667.19 ms [2021-10-04 14:30:41 main:574] : INFO : Epoch 1939 | loss: 0.0311632 | val_loss: 0.0311622 | Time: 1685.34 ms [2021-10-04 14:30:43 main:574] : INFO : Epoch 1940 | loss: 0.031164 | val_loss: 0.0311606 | Time: 1666.44 ms [2021-10-04 14:30:44 main:574] : INFO : Epoch 1941 | loss: 0.0311639 | val_loss: 0.0311609 | Time: 1659.25 ms [2021-10-04 14:30:46 main:574] : INFO : Epoch 1942 | loss: 0.0311629 | val_loss: 0.0311604 | Time: 1647.72 ms [2021-10-04 14:30:48 main:574] : INFO : Epoch 1943 | loss: 0.0311624 | val_loss: 0.0311599 | Time: 1629.73 ms [2021-10-04 14:30:49 main:574] : INFO : Epoch 1944 | loss: 0.0311625 | val_loss: 0.03116 | Time: 1618.78 ms [2021-10-04 14:30:51 main:574] : INFO : Epoch 1945 | loss: 0.0311623 | val_loss: 0.0311594 | Time: 1639.32 ms [2021-10-04 14:30:53 main:574] : INFO : Epoch 1946 | loss: 0.0311621 | val_loss: 0.0311602 | Time: 1643.2 ms [2021-10-04 14:30:54 main:574] : INFO : Epoch 1947 | loss: 0.0311616 | val_loss: 0.031159 | Time: 1626.38 ms [2021-10-04 14:30:56 main:574] : INFO : Epoch 1948 | loss: 0.0311627 | val_loss: 0.0311611 | Time: 1680.13 ms [2021-10-04 14:30:58 main:574] : INFO : Epoch 1949 | loss: 0.0311624 | val_loss: 0.0311614 | Time: 1675.89 ms [2021-10-04 14:30:59 main:574] : INFO : Epoch 1950 | loss: 0.0311616 | val_loss: 0.0311608 | Time: 1651.89 ms [2021-10-04 14:31:01 main:574] : INFO : Epoch 1951 | loss: 0.0311612 | val_loss: 0.0311613 | Time: 1685.69 ms [2021-10-04 14:31:03 main:574] : INFO : Epoch 1952 | loss: 0.0311605 | val_loss: 0.0311628 | Time: 1661.94 ms [2021-10-04 14:31:04 main:574] : INFO : Epoch 1953 | loss: 0.031161 | val_loss: 0.0311607 | Time: 1648.06 ms [2021-10-04 14:31:06 main:574] : INFO : Epoch 1954 | loss: 0.0311609 | val_loss: 0.0311605 | Time: 1649.79 ms [2021-10-04 14:31:08 main:574] : INFO : Epoch 1955 | loss: 0.0311615 | val_loss: 0.0311613 | Time: 1640.62 ms [2021-10-04 14:31:09 main:574] : INFO : Epoch 1956 | loss: 0.0311634 | val_loss: 0.0311619 | Time: 1657.51 ms [2021-10-04 14:31:11 main:574] : INFO : Epoch 1957 | loss: 0.0311619 | val_loss: 0.0311596 | Time: 1665.96 ms [2021-10-04 14:31:13 main:574] : INFO : Epoch 1958 | loss: 0.0311607 | val_loss: 0.0311631 | Time: 1654.97 ms [2021-10-04 14:31:14 main:574] : INFO : Epoch 1959 | loss: 0.0311618 | val_loss: 0.0311591 | Time: 1632.92 ms [2021-10-04 14:31:16 main:574] : INFO : Epoch 1960 | loss: 0.0311592 | val_loss: 0.0311598 | Time: 1636.35 ms [2021-10-04 14:31:17 main:574] : INFO : Epoch 1961 | loss: 0.0311582 | val_loss: 0.0311571 | Time: 1637.19 ms [2021-10-04 14:31:19 main:574] : INFO : Epoch 1962 | loss: 0.0311588 | val_loss: 0.031159 | Time: 1648.6 ms [2021-10-04 14:31:21 main:574] : INFO : Epoch 1963 | loss: 0.0311582 | val_loss: 0.0311592 | Time: 1656.4 ms [2021-10-04 14:31:22 main:574] : INFO : Epoch 1964 | loss: 0.0311578 | val_loss: 0.0311589 | Time: 1663.87 ms [2021-10-04 14:31:24 main:574] : INFO : Epoch 1965 | loss: 0.0311578 | val_loss: 0.031157 | Time: 1649.27 ms [2021-10-04 14:31:26 main:574] : INFO : Epoch 1966 | loss: 0.0311571 | val_loss: 0.0311575 | Time: 1699.86 ms [2021-10-04 14:31:28 main:574] : INFO : Epoch 1967 | loss: 0.031156 | val_loss: 0.0311592 | Time: 1663.57 ms [2021-10-04 14:31:29 main:574] : INFO : Epoch 1968 | loss: 0.0311572 | val_loss: 0.0311601 | Time: 1664.78 ms [2021-10-04 14:31:31 main:574] : INFO : Epoch 1969 | loss: 0.0311605 | val_loss: 0.031158 | Time: 1680.31 ms [2021-10-04 14:31:33 main:574] : INFO : Epoch 1970 | loss: 0.0311579 | val_loss: 0.031158 | Time: 1665.35 ms [2021-10-04 14:31:34 main:574] : INFO : Epoch 1971 | loss: 0.0311565 | val_loss: 0.0311565 | Time: 1654.43 ms [2021-10-04 14:31:36 main:574] : INFO : Epoch 1972 | loss: 0.0311554 | val_loss: 0.0311537 | Time: 1659.19 ms [2021-10-04 14:31:38 main:574] : INFO : Epoch 1973 | loss: 0.0311535 | val_loss: 0.031153 | Time: 1638.97 ms [2021-10-04 14:31:39 main:574] : INFO : Epoch 1974 | loss: 0.0311511 | val_loss: 0.0311533 | Time: 1643.27 ms [2021-10-04 14:31:41 main:574] : INFO : Epoch 1975 | loss: 0.0311498 | val_loss: 0.0311539 | Time: 1654.34 ms [2021-10-04 14:31:42 main:574] : INFO : Epoch 1976 | loss: 0.0311518 | val_loss: 0.0311529 | Time: 1627.79 ms [2021-10-04 14:31:44 main:574] : INFO : Epoch 1977 | loss: 0.0311505 | val_loss: 0.031153 | Time: 1633.85 ms [2021-10-04 14:31:46 main:574] : INFO : Epoch 1978 | loss: 0.0311515 | val_loss: 0.0311564 | Time: 1649.05 ms [2021-10-04 14:31:47 main:574] : INFO : Epoch 1979 | loss: 0.031151 | val_loss: 0.0311553 | Time: 1670.26 ms [2021-10-04 14:31:49 main:574] : INFO : Epoch 1980 | loss: 0.0311492 | val_loss: 0.0311549 | Time: 1647.43 ms [2021-10-04 14:31:51 main:574] : INFO : Epoch 1981 | loss: 0.0311489 | val_loss: 0.0311585 | Time: 1643.65 ms [2021-10-04 14:31:52 main:574] : INFO : Epoch 1982 | loss: 0.0311489 | val_loss: 0.0311552 | Time: 1641.19 ms [2021-10-04 14:31:54 main:574] : INFO : Epoch 1983 | loss: 0.0311481 | val_loss: 0.0311514 | Time: 1655.05 ms [2021-10-04 14:31:56 main:574] : INFO : Epoch 1984 | loss: 0.0311485 | val_loss: 0.0311533 | Time: 1668.25 ms [2021-10-04 14:31:57 main:574] : INFO : Epoch 1985 | loss: 0.0311482 | val_loss: 0.031152 | Time: 1667.93 ms [2021-10-04 14:31:59 main:574] : INFO : Epoch 1986 | loss: 0.0311476 | val_loss: 0.0311562 | Time: 1651.19 ms [2021-10-04 14:32:01 main:574] : INFO : Epoch 1987 | loss: 0.0311479 | val_loss: 0.0311551 | Time: 1664.31 ms [2021-10-04 14:32:02 main:574] : INFO : Epoch 1988 | loss: 0.0311501 | val_loss: 0.0311546 | Time: 1624.47 ms [2021-10-04 14:32:04 main:574] : INFO : Epoch 1989 | loss: 0.0311496 | val_loss: 0.0311541 | Time: 1661.96 ms [2021-10-04 14:32:06 main:574] : INFO : Epoch 1990 | loss: 0.031148 | val_loss: 0.0311513 | Time: 1649.84 ms [2021-10-04 14:32:07 main:574] : INFO : Epoch 1991 | loss: 0.0311464 | val_loss: 0.0311516 | Time: 1655.4 ms [2021-10-04 14:32:09 main:574] : INFO : Epoch 1992 | loss: 0.0311463 | val_loss: 0.0311543 | Time: 1669.97 ms [2021-10-04 14:32:11 main:574] : INFO : Epoch 1993 | loss: 0.0311449 | val_loss: 0.031155 | Time: 1684.56 ms [2021-10-04 14:32:12 main:574] : INFO : Epoch 1994 | loss: 0.031148 | val_loss: 0.0311546 | Time: 1637.33 ms [2021-10-04 14:32:14 main:574] : INFO : Epoch 1995 | loss: 0.0311468 | val_loss: 0.0311543 | Time: 1682.69 ms [2021-10-04 14:32:16 main:574] : INFO : Epoch 1996 | loss: 0.0311469 | val_loss: 0.0311552 | Time: 1677.97 ms [2021-10-04 14:32:17 main:574] : INFO : Epoch 1997 | loss: 0.031146 | val_loss: 0.0311532 | Time: 1630.27 ms [2021-10-04 14:32:19 main:574] : INFO : Epoch 1998 | loss: 0.0311454 | val_loss: 0.0311547 | Time: 1657.5 ms [2021-10-04 14:32:21 main:574] : INFO : Epoch 1999 | loss: 0.0311458 | val_loss: 0.0311517 | Time: 1644.13 ms [2021-10-04 14:32:22 main:574] : INFO : Epoch 2000 | loss: 0.031144 | val_loss: 0.0311525 | Time: 1663.81 ms [2021-10-04 14:32:24 main:574] : INFO : Epoch 2001 | loss: 0.0311438 | val_loss: 0.0311544 | Time: 1678.98 ms [2021-10-04 14:32:26 main:574] : INFO : Epoch 2002 | loss: 0.0311435 | val_loss: 0.0311528 | Time: 1664.61 ms [2021-10-04 14:32:27 main:574] : INFO : Epoch 2003 | loss: 0.0311439 | val_loss: 0.0311558 | Time: 1667.66 ms [2021-10-04 14:32:29 main:574] : INFO : Epoch 2004 | loss: 0.0311433 | val_loss: 0.0311556 | Time: 1666.02 ms [2021-10-04 14:32:31 main:574] : INFO : Epoch 2005 | loss: 0.0311428 | val_loss: 0.0311545 | Time: 1681.17 ms [2021-10-04 14:32:32 main:574] : INFO : Epoch 2006 | loss: 0.0311426 | val_loss: 0.0311541 | Time: 1659.67 ms [2021-10-04 14:32:34 main:574] : INFO : Epoch 2007 | loss: 0.0311424 | val_loss: 0.0311538 | Time: 1633.39 ms [2021-10-04 14:32:36 main:574] : INFO : Epoch 2008 | loss: 0.0311419 | val_loss: 0.0311614 | Time: 1658.45 ms [2021-10-04 14:32:37 main:574] : INFO : Epoch 2009 | loss: 0.031143 | val_loss: 0.0311536 | Time: 1653.2 ms [2021-10-04 14:32:39 main:574] : INFO : Epoch 2010 | loss: 0.0311425 | val_loss: 0.0311545 | Time: 1672.11 ms [2021-10-04 14:32:41 main:574] : INFO : Epoch 2011 | loss: 0.0311474 | val_loss: 0.0311541 | Time: 1655.48 ms [2021-10-04 14:32:42 main:574] : INFO : Epoch 2012 | loss: 0.0311459 | val_loss: 0.0311533 | Time: 1629.04 ms [2021-10-04 14:32:44 main:574] : INFO : Epoch 2013 | loss: 0.0311461 | val_loss: 0.0311548 | Time: 1675.61 ms [2021-10-04 14:32:46 main:574] : INFO : Epoch 2014 | loss: 0.0311476 | val_loss: 0.0311537 | Time: 1658.02 ms [2021-10-04 14:32:47 main:574] : INFO : Epoch 2015 | loss: 0.0311458 | val_loss: 0.0311516 | Time: 1666.68 ms [2021-10-04 14:32:49 main:574] : INFO : Epoch 2016 | loss: 0.0311442 | val_loss: 0.031152 | Time: 1659.71 ms [2021-10-04 14:32:51 main:574] : INFO : Epoch 2017 | loss: 0.0311433 | val_loss: 0.0311538 | Time: 1626.22 ms [2021-10-04 14:32:52 main:574] : INFO : Epoch 2018 | loss: 0.0311424 | val_loss: 0.031152 | Time: 1626.85 ms [2021-10-04 14:32:54 main:574] : INFO : Epoch 2019 | loss: 0.0311418 | val_loss: 0.0311552 | Time: 1652.78 ms [2021-10-04 14:32:56 main:574] : INFO : Epoch 2020 | loss: 0.0311429 | val_loss: 0.0311506 | Time: 1656.35 ms [2021-10-04 14:32:57 main:574] : INFO : Epoch 2021 | loss: 0.0311417 | val_loss: 0.0311504 | Time: 1684.7 ms [2021-10-04 14:32:59 main:574] : INFO : Epoch 2022 | loss: 0.0311411 | val_loss: 0.0311512 | Time: 1675.72 ms [2021-10-04 14:33:01 main:574] : INFO : Epoch 2023 | loss: 0.0311413 | val_loss: 0.0311551 | Time: 1648.02 ms [2021-10-04 14:33:02 main:574] : INFO : Epoch 2024 | loss: 0.031143 | val_loss: 0.0311542 | Time: 1691.08 ms [2021-10-04 14:33:04 main:574] : INFO : Epoch 2025 | loss: 0.0311468 | val_loss: 0.0311585 | Time: 1683.73 ms [2021-10-04 14:33:06 main:574] : INFO : Epoch 2026 | loss: 0.0311495 | val_loss: 0.0311587 | Time: 1669.85 ms [2021-10-04 14:33:07 main:574] : INFO : Epoch 2027 | loss: 0.0311485 | val_loss: 0.0311553 | Time: 1673.47 ms [2021-10-04 14:33:09 main:574] : INFO : Epoch 2028 | loss: 0.0311479 | val_loss: 0.0311598 | Time: 1667.11 ms [2021-10-04 14:33:11 main:574] : INFO : Epoch 2029 | loss: 0.0311471 | val_loss: 0.0311591 | Time: 1642.55 ms [2021-10-04 14:33:12 main:574] : INFO : Epoch 2030 | loss: 0.0311458 | val_loss: 0.0311536 | Time: 1623.13 ms [2021-10-04 14:33:14 main:574] : INFO : Epoch 2031 | loss: 0.0311471 | val_loss: 0.0311517 | Time: 1649.55 ms [2021-10-04 14:33:16 main:574] : INFO : Epoch 2032 | loss: 0.0311451 | val_loss: 0.0311557 | Time: 1655.04 ms [2021-10-04 14:33:17 main:574] : INFO : Epoch 2033 | loss: 0.0311454 | val_loss: 0.0311543 | Time: 1677.41 ms [2021-10-04 14:33:19 main:574] : INFO : Epoch 2034 | loss: 0.0311457 | val_loss: 0.0311542 | Time: 1662.98 ms [2021-10-04 14:33:21 main:574] : INFO : Epoch 2035 | loss: 0.0311445 | val_loss: 0.0311549 | Time: 1644.15 ms [2021-10-04 14:33:22 main:574] : INFO : Epoch 2036 | loss: 0.0311437 | val_loss: 0.0311566 | Time: 1689.62 ms [2021-10-04 14:33:24 main:574] : INFO : Epoch 2037 | loss: 0.0311473 | val_loss: 0.0311539 | Time: 1671.95 ms [2021-10-04 14:33:26 main:574] : INFO : Epoch 2038 | loss: 0.0311451 | val_loss: 0.0311551 | Time: 1687.51 ms [2021-10-04 14:33:27 main:574] : INFO : Epoch 2039 | loss: 0.0311433 | val_loss: 0.0311558 | Time: 1631.99 ms [2021-10-04 14:33:29 main:574] : INFO : Epoch 2040 | loss: 0.0311447 | val_loss: 0.0311546 | Time: 1645.66 ms [2021-10-04 14:33:31 main:574] : INFO : Epoch 2041 | loss: 0.0311436 | val_loss: 0.0311538 | Time: 1648.29 ms [2021-10-04 14:33:32 main:574] : INFO : Epoch 2042 | loss: 0.0311423 | val_loss: 0.0311533 | Time: 1643.69 ms [2021-10-04 14:33:34 main:574] : INFO : Epoch 2043 | loss: 0.0311414 | val_loss: 0.0311579 | Time: 1664.66 ms [2021-10-04 14:33:36 main:574] : INFO : Epoch 2044 | loss: 0.0311426 | val_loss: 0.0311569 | Time: 1633.34 ms [2021-10-04 14:33:37 main:574] : INFO : Epoch 2045 | loss: 0.031142 | val_loss: 0.0311578 | Time: 1656.91 ms [2021-10-04 14:33:39 main:574] : INFO : Epoch 2046 | loss: 0.0311412 | val_loss: 0.0311539 | Time: 1678.3 ms [2021-10-04 14:33:41 main:574] : INFO : Epoch 2047 | loss: 0.0311441 | val_loss: 0.0311568 | Time: 1621.13 ms [2021-10-04 14:33:42 main:574] : INFO : Epoch 2048 | loss: 0.0311436 | val_loss: 0.0311534 | Time: 1645 ms [2021-10-04 14:33:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311534 [2021-10-04 14:33:42 main:603] : INFO : Saving end state to config to file [2021-10-04 14:33:42 main:608] : INFO : Success, exiting.. 14:33:42 (6572): 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)