Task 14597240
| Name | ParityModified-1647049459-10845-3-0_0 |
| Workunit | 11618406 |
| Created | 11 Apr 2022, 13:37:03 UTC |
| Sent | 11 Apr 2022, 13:37:10 UTC |
| Report deadline | 19 Apr 2022, 13:37:10 UTC |
| Received | 11 Apr 2022, 17:08:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14482 |
| Run time | 54 min 7 sec |
| CPU time | 54 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,471.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 0 main:581] : INFO : Epoch 1538 | loss: 0.0311443 | val_loss: 0.0311667 | Time: 1550.22 ms [2022-04-11 18:55:02 main:581] : INFO : Epoch 1539 | loss: 0.0311439 | val_loss: 0.0311656 | Time: 1546.56 ms [2022-04-11 18:55:03 main:581] : INFO : Epoch 1540 | loss: 0.0311431 | val_loss: 0.0311667 | Time: 1545.03 ms [2022-04-11 18:55:05 main:581] : INFO : Epoch 1541 | loss: 0.0311417 | val_loss: 0.0311658 | Time: 1545.25 ms [2022-04-11 18:55:07 main:581] : INFO : Epoch 1542 | loss: 0.0311432 | val_loss: 0.0311707 | Time: 1542.27 ms [2022-04-11 18:55:08 main:581] : INFO : Epoch 1543 | loss: 0.0311458 | val_loss: 0.0311691 | Time: 1547.87 ms [2022-04-11 18:55:10 main:581] : INFO : Epoch 1544 | loss: 0.0311453 | val_loss: 0.0311701 | Time: 1625.99 ms [2022-04-11 18:55:11 main:581] : INFO : Epoch 1545 | loss: 0.0311472 | val_loss: 0.0311716 | Time: 1545.61 ms [2022-04-11 18:55:13 main:581] : INFO : Epoch 1546 | loss: 0.0311466 | val_loss: 0.0311717 | Time: 1545.07 ms [2022-04-11 18:55:14 main:581] : INFO : Epoch 1547 | loss: 0.0311439 | val_loss: 0.03117 | Time: 1545.72 ms [2022-04-11 18:55:16 main:581] : INFO : Epoch 1548 | loss: 0.0311438 | val_loss: 0.0311716 | Time: 1540.95 ms [2022-04-11 18:55:17 main:581] : INFO : Epoch 1549 | loss: 0.0311436 | val_loss: 0.0311714 | Time: 1545.17 ms [2022-04-11 18:55:19 main:581] : INFO : Epoch 1550 | loss: 0.0311416 | val_loss: 0.0311683 | Time: 1743.42 ms [2022-04-11 18:55:21 main:581] : INFO : Epoch 1551 | loss: 0.0311434 | val_loss: 0.0311659 | Time: 1549.27 ms [2022-04-11 18:55:22 main:581] : INFO : Epoch 1552 | loss: 0.0311448 | val_loss: 0.0311648 | Time: 1546.96 ms [2022-04-11 18:55:24 main:581] : INFO : Epoch 1553 | loss: 0.0311464 | val_loss: 0.0311658 | Time: 1547.66 ms [2022-04-11 18:55:25 main:581] : INFO : Epoch 1554 | loss: 0.0311445 | val_loss: 0.0311649 | Time: 1549.44 ms [2022-04-11 18:55:27 main:581] : INFO : Epoch 1555 | loss: 0.0311455 | val_loss: 0.0311692 | Time: 1548.46 ms [2022-04-11 18:55:28 main:581] : INFO : Epoch 1556 | loss: 0.0311446 | val_loss: 0.0311692 | Time: 1554.14 ms [2022-04-11 18:55:30 main:581] : INFO : Epoch 1557 | loss: 0.0311468 | val_loss: 0.0311672 | Time: 1551.67 ms [2022-04-11 18:55:32 main:581] : INFO : Epoch 1558 | loss: 0.0311477 | val_loss: 0.0311694 | Time: 1550.96 ms [2022-04-11 18:55:33 main:581] : INFO : Epoch 1559 | loss: 0.031146 | val_loss: 0.0311689 | Time: 1547.88 ms [2022-04-11 18:55:35 main:581] : INFO : Epoch 1560 | loss: 0.0311451 | val_loss: 0.0311687 | Time: 1548.09 ms [2022-04-11 18:55:36 main:581] : INFO : Epoch 1561 | loss: 0.031146 | val_loss: 0.0311687 | Time: 1550.64 ms [2022-04-11 18:55:38 main:581] : INFO : Epoch 1562 | loss: 0.0311475 | val_loss: 0.0311714 | Time: 1550.23 ms [2022-04-11 18:55:39 main:581] : INFO : Epoch 1563 | loss: 0.0311467 | val_loss: 0.031169 | Time: 1549.93 ms [2022-04-11 18:55:41 main:581] : INFO : Epoch 1564 | loss: 0.0311446 | val_loss: 0.0311671 | Time: 1548.82 ms [2022-04-11 18:55:42 main:581] : INFO : Epoch 1565 | loss: 0.0311461 | val_loss: 0.0311676 | Time: 1549.53 ms [2022-04-11 18:55:44 main:581] : INFO : Epoch 1566 | loss: 0.0311455 | val_loss: 0.0311696 | Time: 1585.37 ms [2022-04-11 18:55:46 main:581] : INFO : Epoch 1567 | loss: 0.0311438 | val_loss: 0.0311675 | Time: 1601.94 ms [2022-04-11 18:55:48 main:581] : INFO : Epoch 1568 | loss: 0.0311453 | val_loss: 0.0311721 | Time: 2076.49 ms [2022-04-11 18:55:49 main:581] : INFO : Epoch 1569 | loss: 0.031143 | val_loss: 0.0311668 | Time: 1551.09 ms [2022-04-11 18:55:51 main:581] : INFO : Epoch 1570 | loss: 0.0311422 | val_loss: 0.0311698 | Time: 1549.44 ms [2022-04-11 18:55:52 main:581] : INFO : Epoch 1571 | loss: 0.0311429 | val_loss: 0.0311685 | Time: 1548.26 ms [2022-04-11 18:55:54 main:581] : INFO : Epoch 1572 | loss: 0.0311451 | val_loss: 0.0311674 | Time: 1547.76 ms [2022-04-11 18:55:55 main:581] : INFO : Epoch 1573 | loss: 0.0311423 | val_loss: 0.0311686 | Time: 1550.42 ms [2022-04-11 18:55:57 main:581] : INFO : Epoch 1574 | loss: 0.0311427 | val_loss: 0.031176 | Time: 1874.44 ms [2022-04-11 18:55:59 main:581] : INFO : Epoch 1575 | loss: 0.0311435 | val_loss: 0.0311647 | Time: 1845.17 ms [2022-04-11 18:56:01 main:581] : INFO : Epoch 1576 | loss: 0.0311435 | val_loss: 0.0311719 | Time: 1547.86 ms [2022-04-11 18:56:02 main:581] : INFO : Epoch 1577 | loss: 0.0311468 | val_loss: 0.0311744 | Time: 1543.25 ms [2022-04-11 18:56:04 main:581] : INFO : Epoch 1578 | loss: 0.0311436 | val_loss: 0.0311718 | Time: 1628.65 ms [2022-04-11 18:56:05 main:581] : INFO : Epoch 1579 | loss: 0.0311406 | val_loss: 0.0311656 | Time: 1547.32 ms [2022-04-11 18:56:07 main:581] : INFO : Epoch 1580 | loss: 0.0311413 | val_loss: 0.0311675 | Time: 1546.14 ms [2022-04-11 18:56:08 main:581] : INFO : Epoch 1581 | loss: 0.0311424 | val_loss: 0.0311678 | Time: 1546.31 ms [2022-04-11 18:56:10 main:581] : INFO : Epoch 1582 | loss: 0.0311418 | val_loss: 0.0311672 | Time: 1548.98 ms [2022-04-11 18:56:12 main:581] : INFO : Epoch 1583 | loss: 0.0311415 | val_loss: 0.0311698 | Time: 1546.69 ms [2022-04-11 18:56:13 main:581] : INFO : Epoch 1584 | loss: 0.0311406 | val_loss: 0.0311654 | Time: 1546.75 ms [2022-04-11 18:56:15 main:581] : INFO : Epoch 1585 | loss: 0.0311408 | val_loss: 0.0311641 | Time: 1542.21 ms [2022-04-11 18:56:16 main:581] : INFO : Epoch 1586 | loss: 0.0311446 | val_loss: 0.0311652 | Time: 1544.36 ms [2022-04-11 18:56:18 main:581] : INFO : Epoch 1587 | loss: 0.0311449 | val_loss: 0.031172 | Time: 1543.72 ms [2022-04-11 18:56:19 main:581] : INFO : Epoch 1588 | loss: 0.0311456 | val_loss: 0.0311664 | Time: 1547 ms [2022-04-11 18:56:21 main:581] : INFO : Epoch 1589 | loss: 0.0311436 | val_loss: 0.0311642 | Time: 1548.41 ms [2022-04-11 18:56:22 main:581] : INFO : Epoch 1590 | loss: 0.0311424 | val_loss: 0.0311643 | Time: 1552.67 ms [2022-04-11 18:56:24 main:581] : INFO : Epoch 1591 | loss: 0.0311433 | val_loss: 0.0311637 | Time: 1550.87 ms [2022-04-11 18:56:26 main:581] : INFO : Epoch 1592 | loss: 0.0311454 | val_loss: 0.0311643 | Time: 1549.89 ms [2022-04-11 18:56:27 main:581] : INFO : Epoch 1593 | loss: 0.0311444 | val_loss: 0.0311651 | Time: 1549.23 ms [2022-04-11 18:56:29 main:581] : INFO : Epoch 1594 | loss: 0.0311439 | val_loss: 0.0311653 | Time: 1548.49 ms [2022-04-11 18:56:30 main:581] : INFO : Epoch 1595 | loss: 0.0311422 | val_loss: 0.0311659 | Time: 1553.45 ms [2022-04-11 18:56:32 main:581] : INFO : Epoch 1596 | loss: 0.0311431 | val_loss: 0.0311684 | Time: 1553.06 ms [2022-04-11 18:56:33 main:581] : INFO : Epoch 1597 | loss: 0.0311449 | val_loss: 0.0311647 | Time: 1555.51 ms [2022-04-11 18:56:35 main:581] : INFO : Epoch 1598 | loss: 0.0311486 | val_loss: 0.0311639 | Time: 1550.38 ms [2022-04-11 18:56:36 main:581] : INFO : Epoch 1599 | loss: 0.0311502 | val_loss: 0.0311692 | Time: 1550.34 ms [2022-04-11 18:56:38 main:581] : INFO : Epoch 1600 | loss: 0.0311496 | val_loss: 0.0311662 | Time: 1550.75 ms [2022-04-11 18:56:39 main:581] : INFO : Epoch 1601 | loss: 0.0311504 | val_loss: 0.0311651 | Time: 1555.2 ms [2022-04-11 18:56:41 main:581] : INFO : Epoch 1602 | loss: 0.0311467 | val_loss: 0.0311692 | Time: 1551.19 ms [2022-04-11 18:56:43 main:581] : INFO : Epoch 1603 | loss: 0.0311455 | val_loss: 0.0311634 | Time: 1551.33 ms [2022-04-11 18:56:44 main:581] : INFO : Epoch 1604 | loss: 0.0311426 | val_loss: 0.0311634 | Time: 1553.54 ms [2022-04-11 18:56:46 main:581] : INFO : Epoch 1605 | loss: 0.0311428 | val_loss: 0.0311657 | Time: 1551.39 ms [2022-04-11 18:56:47 main:581] : INFO : Epoch 1606 | loss: 0.0311423 | val_loss: 0.0311688 | Time: 1549.91 ms [2022-04-11 18:56:49 main:581] : INFO : Epoch 1607 | loss: 0.03114 | val_loss: 0.0311674 | Time: 1550.24 ms [2022-04-11 18:56:50 main:581] : INFO : Epoch 1608 | loss: 0.0311401 | val_loss: 0.0311659 | Time: 1550.83 ms [2022-04-11 18:56:52 main:581] : INFO : Epoch 1609 | loss: 0.0311405 | val_loss: 0.031166 | Time: 1551.16 ms [2022-04-11 18:56:53 main:581] : INFO : Epoch 1610 | loss: 0.0311478 | val_loss: 0.0311727 | Time: 1555.26 ms [2022-04-11 18:56:55 main:581] : INFO : Epoch 1611 | loss: 0.0311681 | val_loss: 0.0311724 | Time: 1554.18 ms [2022-04-11 18:56:57 main:581] : INFO : Epoch 1612 | loss: 0.0311586 | val_loss: 0.0311706 | Time: 1550.01 ms [2022-04-11 18:56:58 main:581] : INFO : Epoch 1613 | loss: 0.0311541 | val_loss: 0.0311662 | Time: 1556.62 ms [2022-04-11 18:57:00 main:581] : INFO : Epoch 1614 | loss: 0.0311518 | val_loss: 0.031167 | Time: 1552.69 ms [2022-04-11 18:57:02 main:581] : INFO : Epoch 1615 | loss: 0.0311512 | val_loss: 0.0311668 | Time: 2205 ms [2022-04-11 18:57:03 main:581] : INFO : Epoch 1616 | loss: 0.031151 | val_loss: 0.0311618 | Time: 1554.2 ms [2022-04-11 18:57:05 main:581] : INFO : Epoch 1617 | loss: 0.0311516 | val_loss: 0.0311691 | Time: 1569.57 ms [2022-04-11 18:57:07 main:581] : INFO : Epoch 1618 | loss: 0.0311516 | val_loss: 0.0311653 | Time: 1846.4 ms [2022-04-11 18:57:08 main:581] : INFO : Epoch 1619 | loss: 0.0311474 | val_loss: 0.0311637 | Time: 1549.4 ms [2022-04-11 18:57:10 main:581] : INFO : Epoch 1620 | loss: 0.0311471 | val_loss: 0.0311659 | Time: 1551.89 ms [2022-04-11 18:57:11 main:581] : INFO : Epoch 1621 | loss: 0.0311448 | val_loss: 0.0311631 | Time: 1545.59 ms [2022-04-11 18:57:13 main:581] : INFO : Epoch 1622 | loss: 0.0311456 | val_loss: 0.0311684 | Time: 1550.92 ms [2022-04-11 18:57:15 main:581] : INFO : Epoch 1623 | loss: 0.0311452 | val_loss: 0.0311663 | Time: 1543.24 ms [2022-04-11 18:57:17 main:581] : INFO : Epoch 1624 | loss: 0.0311445 | val_loss: 0.0311658 | Time: 2101.19 ms [2022-04-11 18:57:18 main:581] : INFO : Epoch 1625 | loss: 0.0311434 | val_loss: 0.0311631 | Time: 1553.16 ms [2022-04-11 18:57:20 main:581] : INFO : Epoch 1626 | loss: 0.0311423 | val_loss: 0.0311625 | Time: 1551.76 ms [2022-04-11 18:57:21 main:581] : INFO : Epoch 1627 | loss: 0.031143 | val_loss: 0.0311638 | Time: 1550.15 ms [2022-04-11 18:57:23 main:581] : INFO : Epoch 1628 | loss: 0.0311448 | val_loss: 0.0311641 | Time: 1546.06 ms [2022-04-11 18:57:24 main:581] : INFO : Epoch 1629 | loss: 0.0311468 | val_loss: 0.0311642 | Time: 1549.04 ms [2022-04-11 18:57:26 main:581] : INFO : Epoch 1630 | loss: 0.0311461 | val_loss: 0.0311629 | Time: 1552.37 ms [2022-04-11 18:57:28 main:581] : INFO : Epoch 1631 | loss: 0.0311464 | val_loss: 0.0311632 | Time: 1550.39 ms [2022-04-11 18:57:29 main:581] : INFO : Epoch 1632 | loss: 0.0311784 | val_loss: 0.0317916 | Time: 1550.94 ms [2022-04-11 18:57:31 main:581] : INFO : Epoch 1633 | loss: 0.034009 | val_loss: 0.0348867 | Time: 1553.98 ms [2022-04-11 18:57:32 main:581] : INFO : Epoch 1634 | loss: 0.0327403 | val_loss: 0.0318563 | Time: 1553.84 ms [2022-04-11 18:57:34 main:581] : INFO : Epoch 1635 | loss: 0.0314119 | val_loss: 0.0312805 | Time: 1550.61 ms [2022-04-11 18:57:35 main:581] : INFO : Epoch 1636 | loss: 0.0312597 | val_loss: 0.0312316 | Time: 1553.69 ms [2022-04-11 18:57:37 main:581] : INFO : Epoch 1637 | loss: 0.031211 | val_loss: 0.0311878 | Time: 1552.64 ms [2022-04-11 18:57:38 main:581] : INFO : Epoch 1638 | loss: 0.0311703 | val_loss: 0.0311728 | Time: 1555.78 ms [2022-04-11 18:57:40 main:581] : INFO : Epoch 1639 | loss: 0.0311597 | val_loss: 0.0311671 | Time: 1555.88 ms [2022-04-11 18:57:42 main:581] : INFO : Epoch 1640 | loss: 0.0311535 | val_loss: 0.0311686 | Time: 1553.11 ms [2022-04-11 18:57:43 main:581] : INFO : Epoch 1641 | loss: 0.0311486 | val_loss: 0.0311664 | Time: 1552.21 ms [2022-04-11 18:57:45 main:581] : INFO : Epoch 1642 | loss: 0.0311464 | val_loss: 0.0311664 | Time: 1548.78 ms [2022-04-11 18:57:46 main:581] : INFO : Epoch 1643 | loss: 0.0311461 | val_loss: 0.0311661 | Time: 1553.83 ms [2022-04-11 18:57:48 main:581] : INFO : Epoch 1644 | loss: 0.0311451 | val_loss: 0.0311646 | Time: 1550.33 ms [2022-04-11 18:57:49 main:581] : INFO : Epoch 1645 | loss: 0.031144 | val_loss: 0.0311681 | Time: 1551.08 ms [2022-04-11 18:57:51 main:581] : INFO : Epoch 1646 | loss: 0.0311432 | val_loss: 0.0311657 | Time: 1550.21 ms [2022-04-11 18:57:53 main:581] : INFO : Epoch 1647 | loss: 0.0311422 | val_loss: 0.0311655 | Time: 2054.93 ms [2022-04-11 18:57:54 main:581] : INFO : Epoch 1648 | loss: 0.0311426 | val_loss: 0.0311668 | Time: 1547.15 ms [2022-04-11 18:57:56 main:581] : INFO : Epoch 1649 | loss: 0.0311434 | val_loss: 0.0311641 | Time: 1552.38 ms [2022-04-11 18:57:58 main:581] : INFO : Epoch 1650 | loss: 0.031141 | val_loss: 0.0311684 | Time: 1549.45 ms [2022-04-11 18:57:59 main:581] : INFO : Epoch 1651 | loss: 0.0311407 | val_loss: 0.0311628 | Time: 1550.09 ms [2022-04-11 18:58:01 main:581] : INFO : Epoch 1652 | loss: 0.0311405 | val_loss: 0.0311647 | Time: 1550.15 ms [2022-04-11 18:58:02 main:581] : INFO : Epoch 1653 | loss: 0.0311408 | val_loss: 0.0311651 | Time: 1547.69 ms [2022-04-11 18:58:04 main:581] : INFO : Epoch 1654 | loss: 0.0311429 | val_loss: 0.0311642 | Time: 1548.51 ms [2022-04-11 18:58:05 main:581] : INFO : Epoch 1655 | loss: 0.0311413 | val_loss: 0.0311645 | Time: 1548.7 ms [2022-04-11 18:58:07 main:581] : INFO : Epoch 1656 | loss: 0.0311412 | val_loss: 0.0311634 | Time: 1545.48 ms [2022-04-11 18:58:08 main:581] : INFO : Epoch 1657 | loss: 0.0311397 | val_loss: 0.0311637 | Time: 1544.23 ms [2022-04-11 18:58:10 main:581] : INFO : Epoch 1658 | loss: 0.0311388 | val_loss: 0.0311631 | Time: 1542.68 ms [2022-04-11 18:58:11 main:581] : INFO : Epoch 1659 | loss: 0.0311392 | val_loss: 0.0311675 | Time: 1544.92 ms [2022-04-11 18:58:13 main:581] : INFO : Epoch 1660 | loss: 0.0311416 | val_loss: 0.0311666 | Time: 1549.89 ms [2022-04-11 18:58:15 main:581] : INFO : Epoch 1661 | loss: 0.0311403 | val_loss: 0.0311633 | Time: 1550.69 ms [2022-04-11 18:58:16 main:581] : INFO : Epoch 1662 | loss: 0.0311396 | val_loss: 0.0311615 | Time: 1551.84 ms [2022-04-11 18:58:18 main:581] : INFO : Epoch 1663 | loss: 0.0311409 | val_loss: 0.0311726 | Time: 1549.02 ms [2022-04-11 18:58:19 main:581] : INFO : Epoch 1664 | loss: 0.0311446 | val_loss: 0.0311661 | Time: 1548.68 ms [2022-04-11 18:58:21 main:581] : INFO : Epoch 1665 | loss: 0.0311446 | val_loss: 0.031169 | Time: 1732.25 ms [2022-04-11 18:58:23 main:581] : INFO : Epoch 1666 | loss: 0.0311457 | val_loss: 0.0311668 | Time: 2029.42 ms [2022-04-11 18:58:25 main:581] : INFO : Epoch 1667 | loss: 0.0311471 | val_loss: 0.0311656 | Time: 1549.09 ms [2022-04-11 18:58:26 main:581] : INFO : Epoch 1668 | loss: 0.0311455 | val_loss: 0.0311658 | Time: 1550.63 ms [2022-04-11 18:58:28 main:581] : INFO : Epoch 1669 | loss: 0.0311449 | val_loss: 0.0311652 | Time: 1550.5 ms [2022-04-11 18:58:29 main:581] : INFO : Epoch 1670 | loss: 0.031145 | val_loss: 0.0311642 | Time: 1552.78 ms [2022-04-11 18:58:31 main:581] : INFO : Epoch 1671 | loss: 0.0311465 | val_loss: 0.031166 | Time: 1550.14 ms [2022-04-11 18:58:32 main:581] : INFO : Epoch 1672 | loss: 0.0311467 | val_loss: 0.0311674 | Time: 1551.94 ms [2022-04-11 18:58:34 main:581] : INFO : Epoch 1673 | loss: 0.0311446 | val_loss: 0.031168 | Time: 1547.16 ms [2022-04-11 18:58:35 main:581] : INFO : Epoch 1674 | loss: 0.0311432 | val_loss: 0.0311636 | Time: 1543.81 ms [2022-04-11 18:58:37 main:581] : INFO : Epoch 1675 | loss: 0.0311425 | val_loss: 0.0311674 | Time: 1543.42 ms [2022-04-11 18:58:39 main:581] : INFO : Epoch 1676 | loss: 0.0311418 | val_loss: 0.0311654 | Time: 1635.85 ms [2022-04-11 18:58:40 main:581] : INFO : Epoch 1677 | loss: 0.0311402 | val_loss: 0.0311661 | Time: 1542.14 ms [2022-04-11 18:58:42 main:581] : INFO : Epoch 1678 | loss: 0.0311406 | val_loss: 0.0311667 | Time: 1544.41 ms [2022-04-11 18:58:43 main:581] : INFO : Epoch 1679 | loss: 0.0311399 | val_loss: 0.0311671 | Time: 1550.43 ms [2022-04-11 18:58:45 main:581] : INFO : Epoch 1680 | loss: 0.0311395 | val_loss: 0.0311669 | Time: 1548.68 ms [2022-04-11 18:58:46 main:581] : INFO : Epoch 1681 | loss: 0.031139 | val_loss: 0.0311639 | Time: 1548.4 ms [2022-04-11 18:58:48 main:581] : INFO : Epoch 1682 | loss: 0.0311409 | val_loss: 0.0311674 | Time: 1550.75 ms [2022-04-11 18:58:49 main:581] : INFO : Epoch 1683 | loss: 0.0311392 | val_loss: 0.0311654 | Time: 1552.73 ms [2022-04-11 18:58:51 main:581] : INFO : Epoch 1684 | loss: 0.031138 | val_loss: 0.0311665 | Time: 1550.01 ms [2022-04-11 18:58:52 main:581] : INFO : Epoch 1685 | loss: 0.0311377 | val_loss: 0.0311692 | Time: 1550.84 ms [2022-04-11 18:58:54 main:581] : INFO : Epoch 1686 | loss: 0.0311387 | val_loss: 0.0311664 | Time: 1550.89 ms [2022-04-11 18:58:56 main:581] : INFO : Epoch 1687 | loss: 0.0311382 | val_loss: 0.0311664 | Time: 1548.83 ms [2022-04-11 18:58:57 main:581] : INFO : Epoch 1688 | loss: 0.0311423 | val_loss: 0.031169 | Time: 1550.83 ms [2022-04-11 18:58:59 main:581] : INFO : Epoch 1689 | loss: 0.0311419 | val_loss: 0.0311684 | Time: 1551.5 ms [2022-04-11 18:59:00 main:581] : INFO : Epoch 1690 | loss: 0.0311412 | val_loss: 0.0311699 | Time: 1546.3 ms [2022-04-11 18:59:02 main:581] : INFO : Epoch 1691 | loss: 0.0311446 | val_loss: 0.0311696 | Time: 1558.46 ms [2022-04-11 18:59:03 main:581] : INFO : Epoch 1692 | loss: 0.031151 | val_loss: 0.0311671 | Time: 1548.45 ms [2022-04-11 18:59:05 main:581] : INFO : Epoch 1693 | loss: 0.0311472 | val_loss: 0.0311648 | Time: 1545.91 ms [2022-04-11 18:59:07 main:581] : INFO : Epoch 1694 | loss: 0.0311454 | val_loss: 0.0311667 | Time: 1793.88 ms [2022-04-11 18:59:08 main:581] : INFO : Epoch 1695 | loss: 0.0311464 | val_loss: 0.0311697 | Time: 1549.17 ms [2022-04-11 18:59:10 main:581] : INFO : Epoch 1696 | loss: 0.0311472 | val_loss: 0.0311701 | Time: 1545.7 ms [2022-04-11 18:59:11 main:581] : INFO : Epoch 1697 | loss: 0.0311459 | val_loss: 0.0311661 | Time: 1554.75 ms [2022-04-11 18:59:13 main:581] : INFO : Epoch 1698 | loss: 0.0311457 | val_loss: 0.0311678 | Time: 1548.11 ms [2022-04-11 18:59:14 main:581] : INFO : Epoch 1699 | loss: 0.0311493 | val_loss: 0.031176 | Time: 1551.1 ms [2022-04-11 18:59:17 main:581] : INFO : Epoch 1700 | loss: 0.0311554 | val_loss: 0.0311753 | Time: 2145.05 ms [2022-04-11 18:59:18 main:581] : INFO : Epoch 1701 | loss: 0.0311542 | val_loss: 0.0311709 | Time: 1547.21 ms [2022-04-11 18:59:20 main:581] : INFO : Epoch 1702 | loss: 0.0311526 | val_loss: 0.0311716 | Time: 1551.22 ms [2022-04-11 18:59:22 main:581] : INFO : Epoch 1703 | loss: 0.0311505 | val_loss: 0.0311717 | Time: 2146.4 ms [2022-04-11 18:59:23 main:581] : INFO : Epoch 1704 | loss: 0.0311504 | val_loss: 0.03117 | Time: 1549.5 ms [2022-04-11 18:59:25 main:581] : INFO : Epoch 1705 | loss: 0.0311507 | val_loss: 0.0311699 | Time: 1886.31 ms [2022-04-11 18:59:27 main:581] : INFO : Epoch 1706 | loss: 0.0311519 | val_loss: 0.0311718 | Time: 1827.46 ms [2022-04-11 18:59:29 main:581] : INFO : Epoch 1707 | loss: 0.0311513 | val_loss: 0.0311722 | Time: 1545.93 ms [2022-04-11 18:59:30 main:581] : INFO : Epoch 1708 | loss: 0.0311518 | val_loss: 0.0311709 | Time: 1547.3 ms [2022-04-11 18:59:32 main:581] : INFO : Epoch 1709 | loss: 0.0311549 | val_loss: 0.0311708 | Time: 1549.57 ms [2022-04-11 18:59:33 main:581] : INFO : Epoch 1710 | loss: 0.0311518 | val_loss: 0.0311726 | Time: 1549.11 ms [2022-04-11 18:59:35 main:581] : INFO : Epoch 1711 | loss: 0.0311499 | val_loss: 0.0311723 | Time: 1549.45 ms [2022-04-11 18:59:36 main:581] : INFO : Epoch 1712 | loss: 0.0311485 | val_loss: 0.0311705 | Time: 1551.05 ms [2022-04-11 18:59:38 main:581] : INFO : Epoch 1713 | loss: 0.0311475 | val_loss: 0.0311719 | Time: 1546.64 ms [2022-04-11 18:59:39 main:581] : INFO : Epoch 1714 | loss: 0.0311469 | val_loss: 0.0311698 | Time: 1548.89 ms [2022-04-11 18:59:41 main:581] : INFO : Epoch 1715 | loss: 0.0311486 | val_loss: 0.0311672 | Time: 1550.37 ms [2022-04-11 18:59:43 main:581] : INFO : Epoch 1716 | loss: 0.0311541 | val_loss: 0.0311679 | Time: 1549.34 ms [2022-04-11 18:59:44 main:581] : INFO : Epoch 1717 | loss: 0.0311514 | val_loss: 0.0311697 | Time: 1548.84 ms [2022-04-11 18:59:46 main:581] : INFO : Epoch 1718 | loss: 0.0311545 | val_loss: 0.0311708 | Time: 1548.81 ms [2022-04-11 18:59:47 main:581] : INFO : Epoch 1719 | loss: 0.0311556 | val_loss: 0.0311683 | Time: 1549.21 ms [2022-04-11 18:59:49 main:581] : INFO : Epoch 1720 | loss: 0.0311538 | val_loss: 0.0311713 | Time: 1550.31 ms [2022-04-11 18:59:50 main:581] : INFO : Epoch 1721 | loss: 0.0311542 | val_loss: 0.0311688 | Time: 1548.36 ms [2022-04-11 18:59:52 main:581] : INFO : Epoch 1722 | loss: 0.0311528 | val_loss: 0.0311698 | Time: 1550.06 ms [2022-04-11 18:59:53 main:581] : INFO : Epoch 1723 | loss: 0.0311496 | val_loss: 0.0311685 | Time: 1548.71 ms [2022-04-11 18:59:55 main:581] : INFO : Epoch 1724 | loss: 0.0311498 | val_loss: 0.031173 | Time: 1551.07 ms [2022-04-11 18:59:57 main:581] : INFO : Epoch 1725 | loss: 0.0311518 | val_loss: 0.0311731 | Time: 1550.93 ms [2022-04-11 18:59:58 main:581] : INFO : Epoch 1726 | loss: 0.0311521 | val_loss: 0.0311695 | Time: 1550.54 ms [2022-04-11 19:00:00 main:581] : INFO : Epoch 1727 | loss: 0.031151 | val_loss: 0.0311698 | Time: 1550.25 ms [2022-04-11 19:00:01 main:581] : INFO : Epoch 1728 | loss: 0.0311504 | val_loss: 0.0311678 | Time: 1551.07 ms [2022-04-11 19:00:03 main:581] : INFO : Epoch 1729 | loss: 0.031148 | val_loss: 0.0311677 | Time: 1549.57 ms [2022-04-11 19:00:04 main:581] : INFO : Epoch 1730 | loss: 0.0311459 | val_loss: 0.0311682 | Time: 1607.43 ms [2022-04-11 19:00:06 main:581] : INFO : Epoch 1731 | loss: 0.0311459 | val_loss: 0.0311678 | Time: 1713.68 ms [2022-04-11 19:00:08 main:581] : INFO : Epoch 1732 | loss: 0.0311439 | val_loss: 0.0311657 | Time: 1549.36 ms [2022-04-11 19:00:09 main:581] : INFO : Epoch 1733 | loss: 0.0311427 | val_loss: 0.0311678 | Time: 1551.6 ms [2022-04-11 19:00:11 main:581] : INFO : Epoch 1734 | loss: 0.0311424 | val_loss: 0.0311669 | Time: 1551.14 ms [2022-04-11 19:00:12 main:581] : INFO : Epoch 1735 | loss: 0.0311426 | val_loss: 0.0311663 | Time: 1550.44 ms [2022-04-11 19:00:14 main:581] : INFO : Epoch 1736 | loss: 0.0311476 | val_loss: 0.0311685 | Time: 1549.51 ms [2022-04-11 19:00:15 main:581] : INFO : Epoch 1737 | loss: 0.0311477 | val_loss: 0.0311681 | Time: 1556.47 ms [2022-04-11 19:00:17 main:581] : INFO : Epoch 1738 | loss: 0.031147 | val_loss: 0.0311692 | Time: 1548.09 ms [2022-04-11 19:00:18 main:581] : INFO : Epoch 1739 | loss: 0.0311478 | val_loss: 0.0311681 | Time: 1547.12 ms [2022-04-11 19:00:20 main:581] : INFO : Epoch 1740 | loss: 0.0311465 | val_loss: 0.0311684 | Time: 1616.73 ms [2022-04-11 19:00:22 main:581] : INFO : Epoch 1741 | loss: 0.0311459 | val_loss: 0.0311669 | Time: 1545.77 ms [2022-04-11 19:00:23 main:581] : INFO : Epoch 1742 | loss: 0.0311447 | val_loss: 0.031166 | Time: 1548.85 ms [2022-04-11 19:00:25 main:581] : INFO : Epoch 1743 | loss: 0.031146 | val_loss: 0.0311674 | Time: 1548.06 ms [2022-04-11 19:00:26 main:581] : INFO : Epoch 1744 | loss: 0.0311443 | val_loss: 0.0311662 | Time: 1548.02 ms [2022-04-11 19:00:28 main:581] : INFO : Epoch 1745 | loss: 0.0311441 | val_loss: 0.0311684 | Time: 1548.29 ms [2022-04-11 19:00:29 main:581] : INFO : Epoch 1746 | loss: 0.031144 | val_loss: 0.0311699 | Time: 1551.34 ms [2022-04-11 19:00:31 main:581] : INFO : Epoch 1747 | loss: 0.0311436 | val_loss: 0.0311687 | Time: 1547.93 ms [2022-04-11 19:00:32 main:581] : INFO : Epoch 1748 | loss: 0.0311436 | val_loss: 0.0311721 | Time: 1548.3 ms [2022-04-11 19:00:34 main:581] : INFO : Epoch 1749 | loss: 0.0311446 | val_loss: 0.0311666 | Time: 1550.82 ms [2022-04-11 19:00:36 main:581] : INFO : Epoch 1750 | loss: 0.0311497 | val_loss: 0.0311704 | Time: 1549.96 ms [2022-04-11 19:00:37 main:581] : INFO : Epoch 1751 | loss: 0.0311504 | val_loss: 0.031167 | Time: 1549.25 ms [2022-04-11 19:00:39 main:581] : INFO : Epoch 1752 | loss: 0.0311482 | val_loss: 0.0311689 | Time: 1549.53 ms [2022-04-11 19:00:40 main:581] : INFO : Epoch 1753 | loss: 0.0311489 | val_loss: 0.0311652 | Time: 1551.34 ms [2022-04-11 19:00:42 main:581] : INFO : Epoch 1754 | loss: 0.0311534 | val_loss: 0.0311707 | Time: 1548.69 ms [2022-04-11 19:00:43 main:581] : INFO : Epoch 1755 | loss: 0.031155 | val_loss: 0.0311706 | Time: 1548.69 ms [2022-04-11 19:00:45 main:581] : INFO : Epoch 1756 | loss: 0.0311506 | val_loss: 0.0311679 | Time: 1549.11 ms [2022-04-11 19:00:46 main:581] : INFO : Epoch 1757 | loss: 0.0311491 | val_loss: 0.031167 | Time: 1550.37 ms [2022-04-11 19:00:48 main:581] : INFO : Epoch 1758 | loss: 0.0311486 | val_loss: 0.0311671 | Time: 1552.41 ms [2022-04-11 19:00:50 main:581] : INFO : Epoch 1759 | loss: 0.031147 | val_loss: 0.0311671 | Time: 1554.85 ms [2022-04-11 19:00:51 main:581] : INFO : Epoch 1760 | loss: 0.0311466 | val_loss: 0.0311696 | Time: 1551.61 ms [2022-04-11 19:00:53 main:581] : INFO : Epoch 1761 | loss: 0.0311463 | val_loss: 0.0311699 | Time: 1548.84 ms [2022-04-11 19:00:54 main:581] : INFO : Epoch 1762 | loss: 0.0311471 | val_loss: 0.0311676 | Time: 1552.35 ms [2022-04-11 19:00:56 main:581] : INFO : Epoch 1763 | loss: 0.0311449 | val_loss: 0.0311676 | Time: 1549.38 ms [2022-04-11 19:00:57 main:581] : INFO : Epoch 1764 | loss: 0.0311451 | val_loss: 0.0311679 | Time: 1551.57 ms [2022-04-11 19:00:59 main:581] : INFO : Epoch 1765 | loss: 0.0311447 | val_loss: 0.0311688 | Time: 1553.41 ms [2022-04-11 19:01:00 main:581] : INFO : Epoch 1766 | loss: 0.0311437 | val_loss: 0.0311665 | Time: 1552.16 ms [2022-04-11 19:01:02 main:581] : INFO : Epoch 1767 | loss: 0.0311425 | val_loss: 0.0311671 | Time: 1551.94 ms [2022-04-11 19:01:03 main:581] : INFO : Epoch 1768 | loss: 0.031144 | val_loss: 0.0311687 | Time: 1551.21 ms [2022-04-11 19:01:05 main:581] : INFO : Epoch 1769 | loss: 0.0311449 | val_loss: 0.0311665 | Time: 1554.2 ms [2022-04-11 19:01:07 main:581] : INFO : Epoch 1770 | loss: 0.0311435 | val_loss: 0.0311671 | Time: 1551.69 ms [2022-04-11 19:01:08 main:581] : INFO : Epoch 1771 | loss: 0.0311458 | val_loss: 0.0311645 | Time: 1550.21 ms [2022-04-11 19:01:10 main:581] : INFO : Epoch 1772 | loss: 0.0311431 | val_loss: 0.0311655 | Time: 1553.14 ms [2022-04-11 19:01:11 main:581] : INFO : Epoch 1773 | loss: 0.031145 | val_loss: 0.0311645 | Time: 1553.61 ms [2022-04-11 19:01:13 main:581] : INFO : Epoch 1774 | loss: 0.0311435 | val_loss: 0.031163 | Time: 1550.52 ms [2022-04-11 19:01:14 main:581] : INFO : Epoch 1775 | loss: 0.0311437 | val_loss: 0.031164 | Time: 1553.2 ms [2022-04-11 19:01:16 main:581] : INFO : Epoch 1776 | loss: 0.0311433 | val_loss: 0.0311639 | Time: 1553.6 ms [2022-04-11 19:01:17 main:581] : INFO : Epoch 1777 | loss: 0.0311497 | val_loss: 0.0311679 | Time: 1553.51 ms [2022-04-11 19:01:19 main:581] : INFO : Epoch 1778 | loss: 0.0311561 | val_loss: 0.0311673 | Time: 1556.03 ms [2022-04-11 19:01:21 main:581] : INFO : Epoch 1779 | loss: 0.0311532 | val_loss: 0.0311673 | Time: 1550.73 ms [2022-04-11 19:01:22 main:581] : INFO : Epoch 1780 | loss: 0.0311522 | val_loss: 0.0311646 | Time: 1549.41 ms [2022-04-11 19:01:24 main:581] : INFO : Epoch 1781 | loss: 0.0311547 | val_loss: 0.0311638 | Time: 1550.46 ms [2022-04-11 19:01:25 main:581] : INFO : Epoch 1782 | loss: 0.0311548 | val_loss: 0.0311672 | Time: 1552.25 ms [2022-04-11 19:01:27 main:581] : INFO : Epoch 1783 | loss: 0.0311584 | val_loss: 0.0311654 | Time: 1551.57 ms [2022-04-11 19:01:28 main:581] : INFO : Epoch 1784 | loss: 0.0311558 | val_loss: 0.0311654 | Time: 1551.15 ms [2022-04-11 19:01:30 main:581] : INFO : Epoch 1785 | loss: 0.0311524 | val_loss: 0.0311653 | Time: 1553.92 ms [2022-04-11 19:01:31 main:581] : INFO : Epoch 1786 | loss: 0.03115 | val_loss: 0.031164 | Time: 1551.57 ms [2022-04-11 19:01:33 main:581] : INFO : Epoch 1787 | loss: 0.0311484 | val_loss: 0.0311664 | Time: 1549.5 ms [2022-04-11 19:01:35 main:581] : INFO : Epoch 1788 | loss: 0.0311467 | val_loss: 0.0311661 | Time: 1551.48 ms [2022-04-11 19:01:37 main:581] : INFO : Epoch 1789 | loss: 0.0311484 | val_loss: 0.0311645 | Time: 2434.78 ms [2022-04-11 19:01:39 main:581] : INFO : Epoch 1790 | loss: 0.0311456 | val_loss: 0.0311658 | Time: 1550.17 ms [2022-04-11 19:01:40 main:581] : INFO : Epoch 1791 | loss: 0.0311467 | val_loss: 0.0311675 | Time: 1550.14 ms [2022-04-11 19:01:42 main:581] : INFO : Epoch 1792 | loss: 0.031148 | val_loss: 0.0311722 | Time: 1551.19 ms [2022-04-11 19:01:43 main:581] : INFO : Epoch 1793 | loss: 0.0311466 | val_loss: 0.0311667 | Time: 1551.55 ms [2022-04-11 19:01:45 main:581] : INFO : Epoch 1794 | loss: 0.0311458 | val_loss: 0.0311686 | Time: 1670.06 ms [2022-04-11 19:01:46 main:581] : INFO : Epoch 1795 | loss: 0.0311458 | val_loss: 0.0311687 | Time: 1555.04 ms [2022-04-11 19:01:48 main:581] : INFO : Epoch 1796 | loss: 0.0311442 | val_loss: 0.0311681 | Time: 1550.12 ms [2022-04-11 19:01:49 main:581] : INFO : Epoch 1797 | loss: 0.0311428 | val_loss: 0.0311663 | Time: 1551.45 ms [2022-04-11 19:01:51 main:581] : INFO : Epoch 1798 | loss: 0.0311442 | val_loss: 0.0311687 | Time: 1549.01 ms [2022-04-11 19:01:53 main:581] : INFO : Epoch 1799 | loss: 0.0311435 | val_loss: 0.0311683 | Time: 1548.36 ms [2022-04-11 19:01:54 main:581] : INFO : Epoch 1800 | loss: 0.0311433 | val_loss: 0.0311716 | Time: 1546.96 ms [2022-04-11 19:01:56 main:581] : INFO : Epoch 1801 | loss: 0.0311473 | val_loss: 0.0311723 | Time: 1542.95 ms [2022-04-11 19:01:57 main:581] : INFO : Epoch 1802 | loss: 0.0311464 | val_loss: 0.0311693 | Time: 1552.2 ms [2022-04-11 19:01:59 main:581] : INFO : Epoch 1803 | loss: 0.0311465 | val_loss: 0.0311702 | Time: 1551.37 ms [2022-04-11 19:02:00 main:581] : INFO : Epoch 1804 | loss: 0.0311444 | val_loss: 0.0311675 | Time: 1552.64 ms [2022-04-11 19:02:02 main:581] : INFO : Epoch 1805 | loss: 0.0311415 | val_loss: 0.0311699 | Time: 1552.21 ms [2022-04-11 19:02:03 main:581] : INFO : Epoch 1806 | loss: 0.0311413 | val_loss: 0.0311695 | Time: 1553.32 ms [2022-04-11 19:02:05 main:581] : INFO : Epoch 1807 | loss: 0.0311417 | val_loss: 0.0311697 | Time: 1555.79 ms [2022-04-11 19:02:07 main:581] : INFO : Epoch 1808 | loss: 0.0311426 | val_loss: 0.0311684 | Time: 1551.82 ms [2022-04-11 19:02:08 main:581] : INFO : Epoch 1809 | loss: 0.0311419 | val_loss: 0.0311692 | Time: 1554.57 ms [2022-04-11 19:02:10 main:581] : INFO : Epoch 1810 | loss: 0.0311413 | val_loss: 0.0311683 | Time: 1551.97 ms [2022-04-11 19:02:11 main:581] : INFO : Epoch 1811 | loss: 0.0311401 | val_loss: 0.0311685 | Time: 1553.84 ms [2022-04-11 19:02:13 main:581] : INFO : Epoch 1812 | loss: 0.0311404 | val_loss: 0.0311726 | Time: 1550.6 ms [2022-04-11 19:02:14 main:581] : INFO : Epoch 1813 | loss: 0.0311391 | val_loss: 0.0311677 | Time: 1551.69 ms [2022-04-11 19:02:16 main:581] : INFO : Epoch 1814 | loss: 0.0311414 | val_loss: 0.0311649 | Time: 1551.7 ms [2022-04-11 19:02:17 main:581] : INFO : Epoch 1815 | loss: 0.0311404 | val_loss: 0.0311663 | Time: 1554.59 ms [2022-04-11 19:02:19 main:581] : INFO : Epoch 1816 | loss: 0.0311431 | val_loss: 0.0311664 | Time: 1548.49 ms [2022-04-11 19:02:21 main:581] : INFO : Epoch 1817 | loss: 0.0311444 | val_loss: 0.0311651 | Time: 1553.23 ms [2022-04-11 19:02:22 main:581] : INFO : Epoch 1818 | loss: 0.0311444 | val_loss: 0.03117 | Time: 1549.59 ms [2022-04-11 19:02:24 main:581] : INFO : Epoch 1819 | loss: 0.0311428 | val_loss: 0.0311655 | Time: 1549.01 ms [2022-04-11 19:02:25 main:581] : INFO : Epoch 1820 | loss: 0.0311427 | val_loss: 0.031168 | Time: 1549.97 ms [2022-04-11 19:02:27 main:581] : INFO : Epoch 1821 | loss: 0.0311432 | val_loss: 0.0311692 | Time: 1547.39 ms [2022-04-11 19:02:29 main:581] : INFO : Epoch 1822 | loss: 0.0311431 | val_loss: 0.0311648 | Time: 1896.77 ms [2022-04-11 19:02:30 main:581] : INFO : Epoch 1823 | loss: 0.0311417 | val_loss: 0.0311664 | Time: 1585.09 ms [2022-04-11 19:02:32 main:581] : INFO : Epoch 1824 | loss: 0.03114 | val_loss: 0.0311689 | Time: 1550.47 ms [2022-04-11 19:02:33 main:581] : INFO : Epoch 1825 | loss: 0.0311423 | val_loss: 0.0311679 | Time: 1551.25 ms [2022-04-11 19:02:35 main:581] : INFO : Epoch 1826 | loss: 0.0311462 | val_loss: 0.0311679 | Time: 1551.96 ms [2022-04-11 19:02:36 main:581] : INFO : Epoch 1827 | loss: 0.0311435 | val_loss: 0.0311658 | Time: 1549.83 ms [2022-04-11 19:02:38 main:581] : INFO : Epoch 1828 | loss: 0.0311423 | val_loss: 0.031169 | Time: 1551.79 ms [2022-04-11 19:02:40 main:581] : INFO : Epoch 1829 | loss: 0.0311411 | val_loss: 0.0311668 | Time: 1553.11 ms [2022-04-11 19:02:41 main:581] : INFO : Epoch 1830 | loss: 0.031141 | val_loss: 0.0311685 | Time: 1550.6 ms [2022-04-11 19:02:43 main:581] : INFO : Epoch 1831 | loss: 0.031141 | val_loss: 0.0311681 | Time: 1549.8 ms [2022-04-11 19:02:44 main:581] : INFO : Epoch 1832 | loss: 0.0311411 | val_loss: 0.0311682 | Time: 1550.72 ms [2022-04-11 19:02:46 main:581] : INFO : Epoch 1833 | loss: 0.0311429 | val_loss: 0.031169 | Time: 1544.64 ms [2022-04-11 19:02:47 main:581] : INFO : Epoch 1834 | loss: 0.0311413 | val_loss: 0.0311688 | Time: 1544.93 ms [2022-04-11 19:02:49 main:581] : INFO : Epoch 1835 | loss: 0.03114 | val_loss: 0.03117 | Time: 1548.82 ms [2022-04-11 19:02:50 main:581] : INFO : Epoch 1836 | loss: 0.0311424 | val_loss: 0.0311695 | Time: 1550.28 ms [2022-04-11 19:02:52 main:581] : INFO : Epoch 1837 | loss: 0.0311453 | val_loss: 0.0311722 | Time: 1546.4 ms [2022-04-11 19:02:53 main:581] : INFO : Epoch 1838 | loss: 0.0311459 | val_loss: 0.03117 | Time: 1547.22 ms [2022-04-11 19:02:55 main:581] : INFO : Epoch 1839 | loss: 0.0311439 | val_loss: 0.0311698 | Time: 1551.17 ms [2022-04-11 19:02:57 main:581] : INFO : Epoch 1840 | loss: 0.0311436 | val_loss: 0.0311685 | Time: 1552.16 ms [2022-04-11 19:02:58 main:581] : INFO : Epoch 1841 | loss: 0.0311447 | val_loss: 0.0311668 | Time: 1550.56 ms [2022-04-11 19:03:00 main:581] : INFO : Epoch 1842 | loss: 0.0311424 | val_loss: 0.0311665 | Time: 1555.58 ms [2022-04-11 19:03:01 main:581] : INFO : Epoch 1843 | loss: 0.0311409 | val_loss: 0.0311691 | Time: 1554.34 ms [2022-04-11 19:03:03 main:581] : INFO : Epoch 1844 | loss: 0.0311412 | val_loss: 0.0311685 | Time: 1554.36 ms [2022-04-11 19:03:04 main:581] : INFO : Epoch 1845 | loss: 0.0311404 | val_loss: 0.0311657 | Time: 1552.66 ms [2022-04-11 19:03:06 main:581] : INFO : Epoch 1846 | loss: 0.0311419 | val_loss: 0.0311688 | Time: 1567.62 ms [2022-04-11 19:03:07 main:581] : INFO : Epoch 1847 | loss: 0.0311431 | val_loss: 0.031167 | Time: 1554.04 ms [2022-04-11 19:03:09 main:581] : INFO : Epoch 1848 | loss: 0.031144 | val_loss: 0.0311679 | Time: 1553.32 ms [2022-04-11 19:03:11 main:581] : INFO : Epoch 1849 | loss: 0.0311432 | val_loss: 0.0311664 | Time: 1559.89 ms [2022-04-11 19:03:12 main:581] : INFO : Epoch 1850 | loss: 0.0311444 | val_loss: 0.0311641 | Time: 1548.17 ms [2022-04-11 19:03:14 main:581] : INFO : Epoch 1851 | loss: 0.0311446 | val_loss: 0.0311651 | Time: 1545.83 ms [2022-04-11 19:03:15 main:581] : INFO : Epoch 1852 | loss: 0.0311447 | val_loss: 0.0311651 | Time: 1630.89 ms [2022-04-11 19:03:17 main:581] : INFO : Epoch 1853 | loss: 0.031145 | val_loss: 0.0311658 | Time: 1550.18 ms [2022-04-11 19:03:18 main:581] : INFO : Epoch 1854 | loss: 0.0311453 | val_loss: 0.0311661 | Time: 1553.02 ms [2022-04-11 19:03:20 main:581] : INFO : Epoch 1855 | loss: 0.0311446 | val_loss: 0.031166 | Time: 1550.2 ms [2022-04-11 19:03:21 main:581] : INFO : Epoch 1856 | loss: 0.0311421 | val_loss: 0.0311651 | Time: 1547.49 ms [2022-04-11 19:03:23 main:581] : INFO : Epoch 1857 | loss: 0.0311403 | val_loss: 0.0311649 | Time: 1547.09 ms [2022-04-11 19:03:25 main:581] : INFO : Epoch 1858 | loss: 0.0311401 | val_loss: 0.0311647 | Time: 1546.99 ms [2022-04-11 19:03:26 main:581] : INFO : Epoch 1859 | loss: 0.0311403 | val_loss: 0.0311694 | Time: 1541.68 ms [2022-04-11 19:03:28 main:581] : INFO : Epoch 1860 | loss: 0.0311473 | val_loss: 0.031169 | Time: 1545.17 ms [2022-04-11 19:03:29 main:581] : INFO : Epoch 1861 | loss: 0.0311493 | val_loss: 0.0311632 | Time: 1713.26 ms [2022-04-11 19:03:31 main:581] : INFO : Epoch 1862 | loss: 0.0311465 | val_loss: 0.0311678 | Time: 1542.11 ms [2022-04-11 19:03:32 main:581] : INFO : Epoch 1863 | loss: 0.0311459 | val_loss: 0.0311666 | Time: 1542.84 ms [2022-04-11 19:03:34 main:581] : INFO : Epoch 1864 | loss: 0.0311445 | val_loss: 0.0311647 | Time: 1549.09 ms [2022-04-11 19:03:36 main:581] : INFO : Epoch 1865 | loss: 0.0311445 | val_loss: 0.0311627 | Time: 1548.17 ms [2022-04-11 19:03:37 main:581] : INFO : Epoch 1866 | loss: 0.0311456 | val_loss: 0.031163 | Time: 1546.27 ms [2022-04-11 19:03:39 main:581] : INFO : Epoch 1867 | loss: 0.0311462 | val_loss: 0.0311663 | Time: 1547.99 ms [2022-04-11 19:03:40 main:581] : INFO : Epoch 1868 | loss: 0.0311505 | val_loss: 0.0311647 | Time: 1544.55 ms [2022-04-11 19:03:42 main:581] : INFO : Epoch 1869 | loss: 0.031149 | val_loss: 0.0311651 | Time: 1551.62 ms [2022-04-11 19:03:43 main:581] : INFO : Epoch 1870 | loss: 0.031152 | val_loss: 0.0311661 | Time: 1548.21 ms [2022-04-11 19:03:45 main:581] : INFO : Epoch 1871 | loss: 0.0311491 | val_loss: 0.0311661 | Time: 1547.9 ms [2022-04-11 19:03:46 main:581] : INFO : Epoch 1872 | loss: 0.0311478 | val_loss: 0.031169 | Time: 1547.77 ms [2022-04-11 19:03:48 main:581] : INFO : Epoch 1873 | loss: 0.0311481 | val_loss: 0.0311711 | Time: 1549 ms [2022-04-11 19:03:49 main:581] : INFO : Epoch 1874 | loss: 0.0311456 | val_loss: 0.0311669 | Time: 1545.86 ms [2022-04-11 19:03:51 main:581] : INFO : Epoch 1875 | loss: 0.0311459 | val_loss: 0.0311665 | Time: 1549.91 ms [2022-04-11 19:03:53 main:581] : INFO : Epoch 1876 | loss: 0.0311478 | val_loss: 0.031173 | Time: 1549.51 ms [2022-04-11 19:03:54 main:581] : INFO : Epoch 1877 | loss: 0.0311484 | val_loss: 0.0311691 | Time: 1548.2 ms [2022-04-11 19:03:56 main:581] : INFO : Epoch 1878 | loss: 0.0311458 | val_loss: 0.0311696 | Time: 1549.39 ms [2022-04-11 19:03:57 main:581] : INFO : Epoch 1879 | loss: 0.0311438 | val_loss: 0.0311667 | Time: 1549.49 ms [2022-04-11 19:03:59 main:581] : INFO : Epoch 1880 | loss: 0.0311475 | val_loss: 0.0311656 | Time: 1546.2 ms [2022-04-11 19:04:00 main:581] : INFO : Epoch 1881 | loss: 0.0311455 | val_loss: 0.031167 | Time: 1549.14 ms [2022-04-11 19:04:02 main:581] : INFO : Epoch 1882 | loss: 0.0311445 | val_loss: 0.0311644 | Time: 1548.21 ms [2022-04-11 19:04:03 main:581] : INFO : Epoch 1883 | loss: 0.0311419 | val_loss: 0.0311687 | Time: 1547.7 ms [2022-04-11 19:04:05 main:581] : INFO : Epoch 1884 | loss: 0.0311434 | val_loss: 0.0311683 | Time: 1553.49 ms [2022-04-11 19:04:07 main:581] : INFO : Epoch 1885 | loss: 0.0311429 | val_loss: 0.0311667 | Time: 1546.49 ms [2022-04-11 19:04:08 main:581] : INFO : Epoch 1886 | loss: 0.0311419 | val_loss: 0.0311695 | Time: 1548.25 ms [2022-04-11 19:04:10 main:581] : INFO : Epoch 1887 | loss: 0.0311401 | val_loss: 0.031166 | Time: 1545.87 ms [2022-04-11 19:04:11 main:581] : INFO : Epoch 1888 | loss: 0.0311393 | val_loss: 0.0311648 | Time: 1550.72 ms [2022-04-11 19:04:13 main:581] : INFO : Epoch 1889 | loss: 0.0311393 | val_loss: 0.0311695 | Time: 1548.29 ms [2022-04-11 19:04:14 main:581] : INFO : Epoch 1890 | loss: 0.0311406 | val_loss: 0.0311649 | Time: 1551.79 ms [2022-04-11 19:04:16 main:581] : INFO : Epoch 1891 | loss: 0.0311397 | val_loss: 0.0311639 | Time: 1548.21 ms [2022-04-11 19:04:17 main:581] : INFO : Epoch 1892 | loss: 0.0311392 | val_loss: 0.0311652 | Time: 1549.67 ms [2022-04-11 19:04:19 main:581] : INFO : Epoch 1893 | loss: 0.0311394 | val_loss: 0.0311657 | Time: 1548.74 ms [2022-04-11 19:04:20 main:581] : INFO : Epoch 1894 | loss: 0.0311416 | val_loss: 0.0311674 | Time: 1548.18 ms [2022-04-11 19:04:22 main:581] : INFO : Epoch 1895 | loss: 0.0311401 | val_loss: 0.0311637 | Time: 1552.38 ms [2022-04-11 19:04:24 main:581] : INFO : Epoch 1896 | loss: 0.03114 | val_loss: 0.0311657 | Time: 1547.31 ms [2022-04-11 19:04:25 main:581] : INFO : Epoch 1897 | loss: 0.0311418 | val_loss: 0.0311654 | Time: 1549.65 ms [2022-04-11 19:04:27 main:581] : INFO : Epoch 1898 | loss: 0.0311415 | val_loss: 0.0311671 | Time: 1548.92 ms [2022-04-11 19:04:28 main:581] : INFO : Epoch 1899 | loss: 0.031142 | val_loss: 0.0311663 | Time: 1549.04 ms [2022-04-11 19:04:30 main:581] : INFO : Epoch 1900 | loss: 0.0311429 | val_loss: 0.0311668 | Time: 1547.85 ms [2022-04-11 19:04:31 main:581] : INFO : Epoch 1901 | loss: 0.031141 | val_loss: 0.0311661 | Time: 1551.41 ms [2022-04-11 19:04:33 main:581] : INFO : Epoch 1902 | loss: 0.0311408 | val_loss: 0.0311692 | Time: 1551.1 ms [2022-04-11 19:04:34 main:581] : INFO : Epoch 1903 | loss: 0.0311438 | val_loss: 0.0311667 | Time: 1550.48 ms [2022-04-11 19:04:36 main:581] : INFO : Epoch 1904 | loss: 0.0311435 | val_loss: 0.031168 | Time: 1551.41 ms [2022-04-11 19:04:38 main:581] : INFO : Epoch 1905 | loss: 0.0311438 | val_loss: 0.0311685 | Time: 1549.53 ms [2022-04-11 19:04:39 main:581] : INFO : Epoch 1906 | loss: 0.0311442 | val_loss: 0.0311664 | Time: 1550.36 ms [2022-04-11 19:04:41 main:581] : INFO : Epoch 1907 | loss: 0.0311476 | val_loss: 0.0311652 | Time: 1549.1 ms [2022-04-11 19:04:42 main:581] : INFO : Epoch 1908 | loss: 0.0311553 | val_loss: 0.0311665 | Time: 1553.99 ms [2022-04-11 19:04:44 main:581] : INFO : Epoch 1909 | loss: 0.031154 | val_loss: 0.0311653 | Time: 1548.81 ms [2022-04-11 19:04:45 main:581] : INFO : Epoch 1910 | loss: 0.0311536 | val_loss: 0.0311692 | Time: 1548.27 ms [2022-04-11 19:04:48 main:581] : INFO : Epoch 1911 | loss: 0.0311525 | val_loss: 0.0311699 | Time: 2230.04 ms [2022-04-11 19:04:49 main:581] : INFO : Epoch 1912 | loss: 0.0311543 | val_loss: 0.0311698 | Time: 1551.13 ms [2022-04-11 19:04:51 main:581] : INFO : Epoch 1913 | loss: 0.0311518 | val_loss: 0.0311677 | Time: 1550.08 ms [2022-04-11 19:04:53 main:581] : INFO : Epoch 1914 | loss: 0.0311514 | val_loss: 0.0311679 | Time: 2056.37 ms [2022-04-11 19:04:54 main:581] : INFO : Epoch 1915 | loss: 0.0311507 | val_loss: 0.0311682 | Time: 1552.46 ms [2022-04-11 19:04:56 main:581] : INFO : Epoch 1916 | loss: 0.0311536 | val_loss: 0.0311731 | Time: 1551.21 ms [2022-04-11 19:04:57 main:581] : INFO : Epoch 1917 | loss: 0.031151 | val_loss: 0.0311696 | Time: 1548.81 ms [2022-04-11 19:04:59 main:581] : INFO : Epoch 1918 | loss: 0.0311522 | val_loss: 0.0311751 | Time: 1552.13 ms [2022-04-11 19:05:00 main:581] : INFO : Epoch 1919 | loss: 0.031152 | val_loss: 0.0311693 | Time: 1550.68 ms [2022-04-11 19:05:02 main:581] : INFO : Epoch 1920 | loss: 0.0311474 | val_loss: 0.0311677 | Time: 1552.82 ms [2022-04-11 19:05:04 main:581] : INFO : Epoch 1921 | loss: 0.0311464 | val_loss: 0.0311686 | Time: 1550.11 ms [2022-04-11 19:05:05 main:581] : INFO : Epoch 1922 | loss: 0.0311454 | val_loss: 0.0311687 | Time: 1552.59 ms [2022-04-11 19:05:07 main:581] : INFO : Epoch 1923 | loss: 0.0311436 | val_loss: 0.0311695 | Time: 1551.26 ms [2022-04-11 19:05:08 main:581] : INFO : Epoch 1924 | loss: 0.0311432 | val_loss: 0.0311686 | Time: 1552.95 ms [2022-04-11 19:05:10 main:581] : INFO : Epoch 1925 | loss: 0.0311441 | val_loss: 0.0311678 | Time: 1608.36 ms [2022-04-11 19:05:11 main:581] : INFO : Epoch 1926 | loss: 0.0311455 | val_loss: 0.0311661 | Time: 1637.23 ms [2022-04-11 19:05:13 main:581] : INFO : Epoch 1927 | loss: 0.0311457 | val_loss: 0.0311662 | Time: 1552.84 ms [2022-04-11 19:05:15 main:581] : INFO : Epoch 1928 | loss: 0.0311437 | val_loss: 0.0311663 | Time: 1549.6 ms [2022-04-11 19:05:16 main:581] : INFO : Epoch 1929 | loss: 0.0311442 | val_loss: 0.03117 | Time: 1552.01 ms [2022-04-11 19:05:18 main:581] : INFO : Epoch 1930 | loss: 0.0311449 | val_loss: 0.0311664 | Time: 1549.4 ms [2022-04-11 19:05:19 main:581] : INFO : Epoch 1931 | loss: 0.0311426 | val_loss: 0.0311672 | Time: 1551.38 ms [2022-04-11 19:05:21 main:581] : INFO : Epoch 1932 | loss: 0.0311413 | val_loss: 0.0311672 | Time: 1548.47 ms [2022-04-11 19:05:22 main:581] : INFO : Epoch 1933 | loss: 0.0311425 | val_loss: 0.0311672 | Time: 1551.63 ms [2022-04-11 19:05:24 main:581] : INFO : Epoch 1934 | loss: 0.0311436 | val_loss: 0.0311664 | Time: 1555.51 ms [2022-04-11 19:05:25 main:581] : INFO : Epoch 1935 | loss: 0.0311427 | val_loss: 0.0311639 | Time: 1551.09 ms [2022-04-11 19:05:27 main:581] : INFO : Epoch 1936 | loss: 0.0311404 | val_loss: 0.0311651 | Time: 1548.98 ms [2022-04-11 19:05:28 main:581] : INFO : Epoch 1937 | loss: 0.031142 | val_loss: 0.0311647 | Time: 1547.91 ms [2022-04-11 19:05:30 main:581] : INFO : Epoch 1938 | loss: 0.031146 | val_loss: 0.0311648 | Time: 1550.67 ms [2022-04-11 19:05:32 main:581] : INFO : Epoch 1939 | loss: 0.0311433 | val_loss: 0.0311681 | Time: 1549.96 ms [2022-04-11 19:05:33 main:581] : INFO : Epoch 1940 | loss: 0.0311425 | val_loss: 0.0311663 | Time: 1549.05 ms [2022-04-11 19:05:35 main:581] : INFO : Epoch 1941 | loss: 0.0311414 | val_loss: 0.0311668 | Time: 1548 ms [2022-04-11 19:05:36 main:581] : INFO : Epoch 1942 | loss: 0.0311419 | val_loss: 0.0311712 | Time: 1546.88 ms [2022-04-11 19:05:38 main:581] : INFO : Epoch 1943 | loss: 0.031141 | val_loss: 0.031166 | Time: 1548.02 ms [2022-04-11 19:05:39 main:581] : INFO : Epoch 1944 | loss: 0.0311419 | val_loss: 0.0311662 | Time: 1549.4 ms [2022-04-11 19:05:41 main:581] : INFO : Epoch 1945 | loss: 0.0311424 | val_loss: 0.0311661 | Time: 1552 ms [2022-04-11 19:05:42 main:581] : INFO : Epoch 1946 | loss: 0.0311431 | val_loss: 0.0311686 | Time: 1551.37 ms [2022-04-11 19:05:44 main:581] : INFO : Epoch 1947 | loss: 0.031143 | val_loss: 0.0311675 | Time: 1547.72 ms [2022-04-11 19:05:46 main:581] : INFO : Epoch 1948 | loss: 0.0311446 | val_loss: 0.0311695 | Time: 1548.73 ms [2022-04-11 19:05:47 main:581] : INFO : Epoch 1949 | loss: 0.031143 | val_loss: 0.0311646 | Time: 1549.17 ms [2022-04-11 19:05:49 main:581] : INFO : Epoch 1950 | loss: 0.0311414 | val_loss: 0.0311669 | Time: 1549.06 ms [2022-04-11 19:05:50 main:581] : INFO : Epoch 1951 | loss: 0.0311398 | val_loss: 0.0311639 | Time: 1550.04 ms [2022-04-11 19:05:52 main:581] : INFO : Epoch 1952 | loss: 0.0311391 | val_loss: 0.0311641 | Time: 1553.96 ms [2022-04-11 19:05:53 main:581] : INFO : Epoch 1953 | loss: 0.0311388 | val_loss: 0.0311643 | Time: 1549.69 ms [2022-04-11 19:05:55 main:581] : INFO : Epoch 1954 | loss: 0.0311399 | val_loss: 0.0311648 | Time: 1551.66 ms [2022-04-11 19:05:56 main:581] : INFO : Epoch 1955 | loss: 0.0311403 | val_loss: 0.0311645 | Time: 1553.62 ms [2022-04-11 19:05:58 main:581] : INFO : Epoch 1956 | loss: 0.0311396 | val_loss: 0.031163 | Time: 1553.68 ms [2022-04-11 19:06:00 main:581] : INFO : Epoch 1957 | loss: 0.0311397 | val_loss: 0.0311637 | Time: 1550.91 ms [2022-04-11 19:06:01 main:581] : INFO : Epoch 1958 | loss: 0.03114 | val_loss: 0.0311663 | Time: 1556.09 ms [2022-04-11 19:06:03 main:581] : INFO : Epoch 1959 | loss: 0.0311393 | val_loss: 0.0311642 | Time: 1551.36 ms [2022-04-11 19:06:04 main:581] : INFO : Epoch 1960 | loss: 0.0311397 | val_loss: 0.0311674 | Time: 1551.85 ms [2022-04-11 19:06:06 main:581] : INFO : Epoch 1961 | loss: 0.0311407 | val_loss: 0.0311642 | Time: 1553.52 ms [2022-04-11 19:06:07 main:581] : INFO : Epoch 1962 | loss: 0.0311409 | val_loss: 0.0311661 | Time: 1553.34 ms [2022-04-11 19:06:09 main:581] : INFO : Epoch 1963 | loss: 0.0311405 | val_loss: 0.0311654 | Time: 1553.18 ms [2022-04-11 19:06:10 main:581] : INFO : Epoch 1964 | loss: 0.0311401 | val_loss: 0.031168 | Time: 1552.05 ms [2022-04-11 19:06:12 main:581] : INFO : Epoch 1965 | loss: 0.0311383 | val_loss: 0.031167 | Time: 1554.41 ms [2022-04-11 19:06:13 main:581] : INFO : Epoch 1966 | loss: 0.031136 | val_loss: 0.031167 | Time: 1548.07 ms [2022-04-11 19:06:16 main:581] : INFO : Epoch 1967 | loss: 0.0311368 | val_loss: 0.0311647 | Time: 2083.06 ms [2022-04-11 19:06:17 main:581] : INFO : Epoch 1968 | loss: 0.0311364 | val_loss: 0.0311632 | Time: 1546.7 ms [2022-04-11 19:06:19 main:581] : INFO : Epoch 1969 | loss: 0.031137 | val_loss: 0.0311644 | Time: 1546.96 ms [2022-04-11 19:06:20 main:581] : INFO : Epoch 1970 | loss: 0.0311392 | val_loss: 0.0311679 | Time: 1542.72 ms [2022-04-11 19:06:22 main:581] : INFO : Epoch 1971 | loss: 0.0311417 | val_loss: 0.0311635 | Time: 1543.56 ms [2022-04-11 19:06:23 main:581] : INFO : Epoch 1972 | loss: 0.0311416 | val_loss: 0.0311631 | Time: 1542.54 ms [2022-04-11 19:06:25 main:581] : INFO : Epoch 1973 | loss: 0.0311406 | val_loss: 0.0311623 | Time: 1542.1 ms [2022-04-11 19:06:26 main:581] : INFO : Epoch 1974 | loss: 0.0311409 | val_loss: 0.0311621 | Time: 1543.18 ms [2022-04-11 19:06:28 main:581] : INFO : Epoch 1975 | loss: 0.031139 | val_loss: 0.0311648 | Time: 1542.01 ms [2022-04-11 19:06:29 main:581] : INFO : Epoch 1976 | loss: 0.0311411 | val_loss: 0.0311641 | Time: 1541.69 ms [2022-04-11 19:06:31 main:581] : INFO : Epoch 1977 | loss: 0.0311475 | val_loss: 0.0311669 | Time: 2029.35 ms [2022-04-11 19:06:33 main:581] : INFO : Epoch 1978 | loss: 0.0311515 | val_loss: 0.0311675 | Time: 1541.78 ms [2022-04-11 19:06:35 main:581] : INFO : Epoch 1979 | loss: 0.031151 | val_loss: 0.0311684 | Time: 1540.26 ms [2022-04-11 19:06:36 main:581] : INFO : Epoch 1980 | loss: 0.0311498 | val_loss: 0.0311669 | Time: 1541.47 ms [2022-04-11 19:06:38 main:581] : INFO : Epoch 1981 | loss: 0.031145 | val_loss: 0.0311688 | Time: 1540.71 ms [2022-04-11 19:06:39 main:581] : INFO : Epoch 1982 | loss: 0.0311448 | val_loss: 0.0311687 | Time: 1541.67 ms [2022-04-11 19:06:41 main:581] : INFO : Epoch 1983 | loss: 0.0311437 | val_loss: 0.0311675 | Time: 1544.08 ms [2022-04-11 19:06:42 main:581] : INFO : Epoch 1984 | loss: 0.0311422 | val_loss: 0.0311664 | Time: 1543.72 ms [2022-04-11 19:06:44 main:581] : INFO : Epoch 1985 | loss: 0.0311433 | val_loss: 0.0311678 | Time: 2038.04 ms [2022-04-11 19:06:46 main:581] : INFO : Epoch 1986 | loss: 0.031143 | val_loss: 0.0311666 | Time: 1549.01 ms [2022-04-11 19:06:47 main:581] : INFO : Epoch 1987 | loss: 0.0311417 | val_loss: 0.0311658 | Time: 1547.6 ms [2022-04-11 19:06:49 main:581] : INFO : Epoch 1988 | loss: 0.0311401 | val_loss: 0.0311687 | Time: 1548.98 ms [2022-04-11 19:06:51 main:581] : INFO : Epoch 1989 | loss: 0.0311391 | val_loss: 0.0311671 | Time: 1547.1 ms [2022-04-11 19:06:52 main:581] : INFO : Epoch 1990 | loss: 0.0311398 | val_loss: 0.0311669 | Time: 1551.87 ms [2022-04-11 19:06:54 main:581] : INFO : Epoch 1991 | loss: 0.0311407 | val_loss: 0.0311676 | Time: 1547.95 ms [2022-04-11 19:06:55 main:581] : INFO : Epoch 1992 | loss: 0.0311401 | val_loss: 0.0311696 | Time: 1547.99 ms [2022-04-11 19:06:57 main:581] : INFO : Epoch 1993 | loss: 0.0311403 | val_loss: 0.0311652 | Time: 1577.7 ms [2022-04-11 19:06:58 main:581] : INFO : Epoch 1994 | loss: 0.0311463 | val_loss: 0.0311716 | Time: 1550.52 ms [2022-04-11 19:07:00 main:581] : INFO : Epoch 1995 | loss: 0.0311466 | val_loss: 0.0311698 | Time: 1548.86 ms [2022-04-11 19:07:01 main:581] : INFO : Epoch 1996 | loss: 0.0311454 | val_loss: 0.0311699 | Time: 1549.08 ms [2022-04-11 19:07:03 main:581] : INFO : Epoch 1997 | loss: 0.0311464 | val_loss: 0.0311681 | Time: 1549.02 ms [2022-04-11 19:07:04 main:581] : INFO : Epoch 1998 | loss: 0.0311494 | val_loss: 0.0311655 | Time: 1549.03 ms [2022-04-11 19:07:06 main:581] : INFO : Epoch 1999 | loss: 0.0311454 | val_loss: 0.0311677 | Time: 1600.03 ms [2022-04-11 19:07:08 main:581] : INFO : Epoch 2000 | loss: 0.0311445 | val_loss: 0.0311708 | Time: 1545.85 ms [2022-04-11 19:07:09 main:581] : INFO : Epoch 2001 | loss: 0.0311453 | val_loss: 0.0311681 | Time: 1550.02 ms [2022-04-11 19:07:11 main:581] : INFO : Epoch 2002 | loss: 0.0311437 | val_loss: 0.031169 | Time: 1549.5 ms [2022-04-11 19:07:12 main:581] : INFO : Epoch 2003 | loss: 0.031142 | val_loss: 0.0311662 | Time: 1551.33 ms [2022-04-11 19:07:14 main:581] : INFO : Epoch 2004 | loss: 0.031141 | val_loss: 0.0311672 | Time: 1547.06 ms [2022-04-11 19:07:15 main:581] : INFO : Epoch 2005 | loss: 0.0311411 | val_loss: 0.0311688 | Time: 1548.03 ms [2022-04-11 19:07:17 main:581] : INFO : Epoch 2006 | loss: 0.0311397 | val_loss: 0.0311678 | Time: 1549.47 ms [2022-04-11 19:07:18 main:581] : INFO : Epoch 2007 | loss: 0.0311426 | val_loss: 0.0311685 | Time: 1549.39 ms [2022-04-11 19:07:20 main:581] : INFO : Epoch 2008 | loss: 0.0311429 | val_loss: 0.0311679 | Time: 1551.69 ms [2022-04-11 19:07:22 main:581] : INFO : Epoch 2009 | loss: 0.0311406 | val_loss: 0.031164 | Time: 1549.75 ms [2022-04-11 19:07:24 main:581] : INFO : Epoch 2010 | loss: 0.0311403 | val_loss: 0.0311683 | Time: 2023.34 ms [2022-04-11 19:07:25 main:581] : INFO : Epoch 2011 | loss: 0.0311391 | val_loss: 0.0311673 | Time: 1549.95 ms [2022-04-11 19:07:27 main:581] : INFO : Epoch 2012 | loss: 0.0311411 | val_loss: 0.0311707 | Time: 1549.43 ms [2022-04-11 19:07:28 main:581] : INFO : Epoch 2013 | loss: 0.0311431 | val_loss: 0.031172 | Time: 1548.34 ms [2022-04-11 19:07:30 main:581] : INFO : Epoch 2014 | loss: 0.0311401 | val_loss: 0.0311666 | Time: 1549.98 ms [2022-04-11 19:07:31 main:581] : INFO : Epoch 2015 | loss: 0.0311393 | val_loss: 0.031167 | Time: 1547.95 ms [2022-04-11 19:07:33 main:581] : INFO : Epoch 2016 | loss: 0.0311391 | val_loss: 0.0311662 | Time: 1550.2 ms [2022-04-11 19:07:34 main:581] : INFO : Epoch 2017 | loss: 0.0311425 | val_loss: 0.031171 | Time: 1547.25 ms [2022-04-11 19:07:36 main:581] : INFO : Epoch 2018 | loss: 0.0311481 | val_loss: 0.0311677 | Time: 1551.37 ms [2022-04-11 19:07:38 main:581] : INFO : Epoch 2019 | loss: 0.0311531 | val_loss: 0.0311721 | Time: 1547.89 ms [2022-04-11 19:07:39 main:581] : INFO : Epoch 2020 | loss: 0.0311508 | val_loss: 0.0311673 | Time: 1549.52 ms [2022-04-11 19:07:41 main:581] : INFO : Epoch 2021 | loss: 0.0311449 | val_loss: 0.0311666 | Time: 1548.11 ms [2022-04-11 19:07:42 main:581] : INFO : Epoch 2022 | loss: 0.0311442 | val_loss: 0.0311754 | Time: 1545.72 ms [2022-04-11 19:07:44 main:581] : INFO : Epoch 2023 | loss: 0.0311465 | val_loss: 0.0311656 | Time: 1605.97 ms [2022-04-11 19:07:45 main:581] : INFO : Epoch 2024 | loss: 0.0311396 | val_loss: 0.0311684 | Time: 1549.58 ms [2022-04-11 19:07:47 main:581] : INFO : Epoch 2025 | loss: 0.0311397 | val_loss: 0.0311683 | Time: 1549.09 ms [2022-04-11 19:07:48 main:581] : INFO : Epoch 2026 | loss: 0.0311377 | val_loss: 0.0311681 | Time: 1550.18 ms [2022-04-11 19:07:50 main:581] : INFO : Epoch 2027 | loss: 0.0311388 | val_loss: 0.0311741 | Time: 1575.75 ms [2022-04-11 19:07:52 main:581] : INFO : Epoch 2028 | loss: 0.0311371 | val_loss: 0.0311663 | Time: 1550.57 ms [2022-04-11 19:07:53 main:581] : INFO : Epoch 2029 | loss: 0.0311385 | val_loss: 0.0311704 | Time: 1549.75 ms [2022-04-11 19:07:55 main:581] : INFO : Epoch 2030 | loss: 0.0311417 | val_loss: 0.0311799 | Time: 1555.03 ms [2022-04-11 19:07:56 main:581] : INFO : Epoch 2031 | loss: 0.0311397 | val_loss: 0.0311704 | Time: 1558.14 ms [2022-04-11 19:07:58 main:581] : INFO : Epoch 2032 | loss: 0.031138 | val_loss: 0.0311681 | Time: 1548.44 ms [2022-04-11 19:07:59 main:581] : INFO : Epoch 2033 | loss: 0.031138 | val_loss: 0.0311721 | Time: 1546.64 ms [2022-04-11 19:08:01 main:581] : INFO : Epoch 2034 | loss: 0.0311409 | val_loss: 0.031169 | Time: 1549.1 ms [2022-04-11 19:08:02 main:581] : INFO : Epoch 2035 | loss: 0.03114 | val_loss: 0.0311723 | Time: 1550.79 ms [2022-04-11 19:08:04 main:581] : INFO : Epoch 2036 | loss: 0.0311431 | val_loss: 0.0311718 | Time: 1578.65 ms [2022-04-11 19:08:06 main:581] : INFO : Epoch 2037 | loss: 0.0311407 | val_loss: 0.0311701 | Time: 2165.49 ms [2022-04-11 19:08:08 main:581] : INFO : Epoch 2038 | loss: 0.0311377 | val_loss: 0.0311669 | Time: 1945.38 ms [2022-04-11 19:08:10 main:581] : INFO : Epoch 2039 | loss: 0.0311371 | val_loss: 0.031166 | Time: 1544.72 ms [2022-04-11 19:08:11 main:581] : INFO : Epoch 2040 | loss: 0.0311386 | val_loss: 0.0311657 | Time: 1551.63 ms [2022-04-11 19:08:13 main:581] : INFO : Epoch 2041 | loss: 0.0311384 | val_loss: 0.0311667 | Time: 1545.69 ms [2022-04-11 19:08:14 main:581] : INFO : Epoch 2042 | loss: 0.0311409 | val_loss: 0.0311659 | Time: 1548.15 ms [2022-04-11 19:08:16 main:581] : INFO : Epoch 2043 | loss: 0.0311406 | val_loss: 0.0311671 | Time: 1546.51 ms [2022-04-11 19:08:17 main:581] : INFO : Epoch 2044 | loss: 0.0311403 | val_loss: 0.031168 | Time: 1548.86 ms [2022-04-11 19:08:19 main:581] : INFO : Epoch 2045 | loss: 0.0311386 | val_loss: 0.0311685 | Time: 1547.48 ms [2022-04-11 19:08:21 main:581] : INFO : Epoch 2046 | loss: 0.0311367 | val_loss: 0.0311671 | Time: 1553.73 ms [2022-04-11 19:08:22 main:581] : INFO : Epoch 2047 | loss: 0.0311386 | val_loss: 0.0311707 | Time: 1552.84 ms [2022-04-11 19:08:24 main:581] : INFO : Epoch 2048 | loss: 0.031146 | val_loss: 0.0311699 | Time: 1553.94 ms [2022-04-11 19:08:24 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311699 [2022-04-11 19:08:24 main:610] : INFO : Saving end state to config to file [2022-04-11 19:08:24 main:615] : INFO : Success, exiting.. 19:08:24 (50888): 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)