Task 7692552
| Name | ParityModified-1631732866-31119-1_2 |
| Workunit | 5187180 |
| Created | 29 Sep 2021, 8:39:23 UTC |
| Sent | 29 Sep 2021, 10:23:08 UTC |
| Report deadline | 6 Oct 2021, 10:23:08 UTC |
| Received | 29 Sep 2021, 23:59:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 56 min 47 sec |
| CPU time | 56 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0:54 main:581] : INFO : Epoch 1538 | loss: 0.0310611 | val_loss: 0.0312876 | Time: 1660.98 ms [2021-09-29 19:40:56 main:581] : INFO : Epoch 1539 | loss: 0.0310639 | val_loss: 0.0312549 | Time: 1655.56 ms [2021-09-29 19:40:57 main:581] : INFO : Epoch 1540 | loss: 0.0310608 | val_loss: 0.0312532 | Time: 1676.73 ms [2021-09-29 19:40:59 main:581] : INFO : Epoch 1541 | loss: 0.0310658 | val_loss: 0.0312445 | Time: 1682.66 ms [2021-09-29 19:41:01 main:581] : INFO : Epoch 1542 | loss: 0.0310604 | val_loss: 0.0312431 | Time: 1659.49 ms [2021-09-29 19:41:02 main:581] : INFO : Epoch 1543 | loss: 0.0310717 | val_loss: 0.0312351 | Time: 1647.47 ms [2021-09-29 19:41:04 main:581] : INFO : Epoch 1544 | loss: 0.0310689 | val_loss: 0.0312286 | Time: 1710.84 ms [2021-09-29 19:41:06 main:581] : INFO : Epoch 1545 | loss: 0.0310621 | val_loss: 0.0312622 | Time: 1672.98 ms [2021-09-29 19:41:07 main:581] : INFO : Epoch 1546 | loss: 0.0310668 | val_loss: 0.0312304 | Time: 1664.57 ms [2021-09-29 19:41:09 main:581] : INFO : Epoch 1547 | loss: 0.0310639 | val_loss: 0.0312767 | Time: 1685.94 ms [2021-09-29 19:41:11 main:581] : INFO : Epoch 1548 | loss: 0.0310581 | val_loss: 0.0312595 | Time: 1662.77 ms [2021-09-29 19:41:12 main:581] : INFO : Epoch 1549 | loss: 0.0310597 | val_loss: 0.0312482 | Time: 1699.22 ms [2021-09-29 19:41:14 main:581] : INFO : Epoch 1550 | loss: 0.0310575 | val_loss: 0.0312647 | Time: 1699.38 ms [2021-09-29 19:41:16 main:581] : INFO : Epoch 1551 | loss: 0.031057 | val_loss: 0.0312522 | Time: 1649 ms [2021-09-29 19:41:17 main:581] : INFO : Epoch 1552 | loss: 0.0310617 | val_loss: 0.0312327 | Time: 1686.19 ms [2021-09-29 19:41:19 main:581] : INFO : Epoch 1553 | loss: 0.031065 | val_loss: 0.0312516 | Time: 1668.47 ms [2021-09-29 19:41:21 main:581] : INFO : Epoch 1554 | loss: 0.0310518 | val_loss: 0.031267 | Time: 1667.81 ms [2021-09-29 19:41:22 main:581] : INFO : Epoch 1555 | loss: 0.0310491 | val_loss: 0.0312623 | Time: 1683.68 ms [2021-09-29 19:41:24 main:581] : INFO : Epoch 1556 | loss: 0.0310471 | val_loss: 0.0312595 | Time: 1670.32 ms [2021-09-29 19:41:26 main:581] : INFO : Epoch 1557 | loss: 0.031052 | val_loss: 0.0312726 | Time: 1674.03 ms [2021-09-29 19:41:27 main:581] : INFO : Epoch 1558 | loss: 0.031054 | val_loss: 0.031272 | Time: 1658.7 ms [2021-09-29 19:41:29 main:581] : INFO : Epoch 1559 | loss: 0.0310499 | val_loss: 0.0312932 | Time: 1657.38 ms [2021-09-29 19:41:31 main:581] : INFO : Epoch 1560 | loss: 0.0310521 | val_loss: 0.0312737 | Time: 1654.47 ms [2021-09-29 19:41:32 main:581] : INFO : Epoch 1561 | loss: 0.0310513 | val_loss: 0.0312545 | Time: 1659.6 ms [2021-09-29 19:41:34 main:581] : INFO : Epoch 1562 | loss: 0.0310623 | val_loss: 0.0312683 | Time: 1672.39 ms [2021-09-29 19:41:36 main:581] : INFO : Epoch 1563 | loss: 0.0310552 | val_loss: 0.0312656 | Time: 1689.74 ms [2021-09-29 19:41:37 main:581] : INFO : Epoch 1564 | loss: 0.0310533 | val_loss: 0.0312676 | Time: 1676.43 ms [2021-09-29 19:41:39 main:581] : INFO : Epoch 1565 | loss: 0.0310492 | val_loss: 0.0312638 | Time: 1686.78 ms [2021-09-29 19:41:41 main:581] : INFO : Epoch 1566 | loss: 0.0310532 | val_loss: 0.0312528 | Time: 1692.43 ms [2021-09-29 19:41:43 main:581] : INFO : Epoch 1567 | loss: 0.0310535 | val_loss: 0.0312755 | Time: 1669.5 ms [2021-09-29 19:41:44 main:581] : INFO : Epoch 1568 | loss: 0.0310498 | val_loss: 0.0312537 | Time: 1688.05 ms [2021-09-29 19:41:46 main:581] : INFO : Epoch 1569 | loss: 0.0310533 | val_loss: 0.0312689 | Time: 1675.25 ms [2021-09-29 19:41:48 main:581] : INFO : Epoch 1570 | loss: 0.0310512 | val_loss: 0.0312611 | Time: 1688.45 ms [2021-09-29 19:41:49 main:581] : INFO : Epoch 1571 | loss: 0.0310518 | val_loss: 0.0312668 | Time: 1720.89 ms [2021-09-29 19:41:51 main:581] : INFO : Epoch 1572 | loss: 0.0310579 | val_loss: 0.0312527 | Time: 1690.34 ms [2021-09-29 19:41:53 main:581] : INFO : Epoch 1573 | loss: 0.0310542 | val_loss: 0.0312463 | Time: 1659.17 ms [2021-09-29 19:41:54 main:581] : INFO : Epoch 1574 | loss: 0.0310489 | val_loss: 0.0312824 | Time: 1667.06 ms [2021-09-29 19:41:56 main:581] : INFO : Epoch 1575 | loss: 0.0310458 | val_loss: 0.0312704 | Time: 1683.8 ms [2021-09-29 19:41:58 main:581] : INFO : Epoch 1576 | loss: 0.0310465 | val_loss: 0.0312608 | Time: 1651.84 ms [2021-09-29 19:41:59 main:581] : INFO : Epoch 1577 | loss: 0.031047 | val_loss: 0.0312494 | Time: 1647.37 ms [2021-09-29 19:42:01 main:581] : INFO : Epoch 1578 | loss: 0.0310623 | val_loss: 0.0312534 | Time: 1661.44 ms [2021-09-29 19:42:03 main:581] : INFO : Epoch 1579 | loss: 0.0310673 | val_loss: 0.0312674 | Time: 1685.06 ms [2021-09-29 19:42:04 main:581] : INFO : Epoch 1580 | loss: 0.0310485 | val_loss: 0.031296 | Time: 1690.58 ms [2021-09-29 19:42:06 main:581] : INFO : Epoch 1581 | loss: 0.0310552 | val_loss: 0.0312596 | Time: 1678.91 ms [2021-09-29 19:42:08 main:581] : INFO : Epoch 1582 | loss: 0.0310485 | val_loss: 0.0312705 | Time: 1698.01 ms [2021-09-29 19:42:09 main:581] : INFO : Epoch 1583 | loss: 0.0310478 | val_loss: 0.0312677 | Time: 1644.11 ms [2021-09-29 19:42:11 main:581] : INFO : Epoch 1584 | loss: 0.0310433 | val_loss: 0.0312933 | Time: 1659.02 ms [2021-09-29 19:42:13 main:581] : INFO : Epoch 1585 | loss: 0.0310485 | val_loss: 0.0312796 | Time: 1691.83 ms [2021-09-29 19:42:14 main:581] : INFO : Epoch 1586 | loss: 0.0310626 | val_loss: 0.0312656 | Time: 1651.59 ms [2021-09-29 19:42:16 main:581] : INFO : Epoch 1587 | loss: 0.0310661 | val_loss: 0.0312589 | Time: 1680.11 ms [2021-09-29 19:42:18 main:581] : INFO : Epoch 1588 | loss: 0.0310571 | val_loss: 0.0312455 | Time: 1672.48 ms [2021-09-29 19:42:19 main:581] : INFO : Epoch 1589 | loss: 0.0310547 | val_loss: 0.0312758 | Time: 1643.63 ms [2021-09-29 19:42:21 main:581] : INFO : Epoch 1590 | loss: 0.0310514 | val_loss: 0.0312662 | Time: 1679.33 ms [2021-09-29 19:42:23 main:581] : INFO : Epoch 1591 | loss: 0.0310498 | val_loss: 0.0312558 | Time: 1670.99 ms [2021-09-29 19:42:24 main:581] : INFO : Epoch 1592 | loss: 0.0310441 | val_loss: 0.0312609 | Time: 1685.89 ms [2021-09-29 19:42:26 main:581] : INFO : Epoch 1593 | loss: 0.0310503 | val_loss: 0.0312809 | Time: 1651.92 ms [2021-09-29 19:42:28 main:581] : INFO : Epoch 1594 | loss: 0.031051 | val_loss: 0.0312634 | Time: 1643.19 ms [2021-09-29 19:42:29 main:581] : INFO : Epoch 1595 | loss: 0.031059 | val_loss: 0.0312551 | Time: 1648.22 ms [2021-09-29 19:42:31 main:581] : INFO : Epoch 1596 | loss: 0.0310493 | val_loss: 0.0312779 | Time: 1663.04 ms [2021-09-29 19:42:33 main:581] : INFO : Epoch 1597 | loss: 0.0310501 | val_loss: 0.0312754 | Time: 1650.2 ms [2021-09-29 19:42:34 main:581] : INFO : Epoch 1598 | loss: 0.0310475 | val_loss: 0.0312466 | Time: 1674.68 ms [2021-09-29 19:42:36 main:581] : INFO : Epoch 1599 | loss: 0.0310507 | val_loss: 0.0312725 | Time: 1662.46 ms [2021-09-29 19:42:38 main:581] : INFO : Epoch 1600 | loss: 0.0310428 | val_loss: 0.0312629 | Time: 1689.77 ms [2021-09-29 19:42:39 main:581] : INFO : Epoch 1601 | loss: 0.031042 | val_loss: 0.0312781 | Time: 1696.42 ms [2021-09-29 19:42:41 main:581] : INFO : Epoch 1602 | loss: 0.0310522 | val_loss: 0.031266 | Time: 1679.92 ms [2021-09-29 19:42:43 main:581] : INFO : Epoch 1603 | loss: 0.031048 | val_loss: 0.0312873 | Time: 1664.16 ms [2021-09-29 19:42:44 main:581] : INFO : Epoch 1604 | loss: 0.0310477 | val_loss: 0.0312709 | Time: 1663.91 ms [2021-09-29 19:42:46 main:581] : INFO : Epoch 1605 | loss: 0.0310466 | val_loss: 0.0312633 | Time: 1656.38 ms [2021-09-29 19:42:48 main:581] : INFO : Epoch 1606 | loss: 0.0310456 | val_loss: 0.0312592 | Time: 1662.97 ms [2021-09-29 19:42:49 main:581] : INFO : Epoch 1607 | loss: 0.0310461 | val_loss: 0.0312702 | Time: 1688.74 ms [2021-09-29 19:42:51 main:581] : INFO : Epoch 1608 | loss: 0.0310473 | val_loss: 0.0312723 | Time: 1678.95 ms [2021-09-29 19:42:53 main:581] : INFO : Epoch 1609 | loss: 0.0310529 | val_loss: 0.0312426 | Time: 1656.79 ms [2021-09-29 19:42:54 main:581] : INFO : Epoch 1610 | loss: 0.031047 | val_loss: 0.0312809 | Time: 1679.07 ms [2021-09-29 19:42:56 main:581] : INFO : Epoch 1611 | loss: 0.0310489 | val_loss: 0.0312627 | Time: 1665.01 ms [2021-09-29 19:42:58 main:581] : INFO : Epoch 1612 | loss: 0.0310417 | val_loss: 0.0312588 | Time: 1659.45 ms [2021-09-29 19:42:59 main:581] : INFO : Epoch 1613 | loss: 0.0310413 | val_loss: 0.0312849 | Time: 1629.72 ms [2021-09-29 19:43:01 main:581] : INFO : Epoch 1614 | loss: 0.0310389 | val_loss: 0.0312516 | Time: 1665.89 ms [2021-09-29 19:43:03 main:581] : INFO : Epoch 1615 | loss: 0.0310542 | val_loss: 0.0312593 | Time: 1663.1 ms [2021-09-29 19:43:04 main:581] : INFO : Epoch 1616 | loss: 0.0310541 | val_loss: 0.0312792 | Time: 1646.29 ms [2021-09-29 19:43:06 main:581] : INFO : Epoch 1617 | loss: 0.0310447 | val_loss: 0.0312719 | Time: 1640.46 ms [2021-09-29 19:43:08 main:581] : INFO : Epoch 1618 | loss: 0.0310399 | val_loss: 0.0312696 | Time: 1663.11 ms [2021-09-29 19:43:09 main:581] : INFO : Epoch 1619 | loss: 0.0310376 | val_loss: 0.0312469 | Time: 1643.72 ms [2021-09-29 19:43:11 main:581] : INFO : Epoch 1620 | loss: 0.0310499 | val_loss: 0.0312725 | Time: 1648.26 ms [2021-09-29 19:43:13 main:581] : INFO : Epoch 1621 | loss: 0.0310453 | val_loss: 0.0312634 | Time: 1654.46 ms [2021-09-29 19:43:14 main:581] : INFO : Epoch 1622 | loss: 0.0310367 | val_loss: 0.0312904 | Time: 1673.67 ms [2021-09-29 19:43:16 main:581] : INFO : Epoch 1623 | loss: 0.0310386 | val_loss: 0.0312648 | Time: 1657.29 ms [2021-09-29 19:43:18 main:581] : INFO : Epoch 1624 | loss: 0.0310412 | val_loss: 0.0312676 | Time: 1640.41 ms [2021-09-29 19:43:19 main:581] : INFO : Epoch 1625 | loss: 0.0310398 | val_loss: 0.0312741 | Time: 1642.14 ms [2021-09-29 19:43:21 main:581] : INFO : Epoch 1626 | loss: 0.0310444 | val_loss: 0.0312844 | Time: 1666.05 ms [2021-09-29 19:43:23 main:581] : INFO : Epoch 1627 | loss: 0.0310436 | val_loss: 0.0312885 | Time: 1664.13 ms [2021-09-29 19:43:24 main:581] : INFO : Epoch 1628 | loss: 0.0310419 | val_loss: 0.0312575 | Time: 1674.74 ms [2021-09-29 19:43:26 main:581] : INFO : Epoch 1629 | loss: 0.0310582 | val_loss: 0.0312849 | Time: 1653.74 ms [2021-09-29 19:43:28 main:581] : INFO : Epoch 1630 | loss: 0.0310527 | val_loss: 0.0312709 | Time: 1690.25 ms [2021-09-29 19:43:29 main:581] : INFO : Epoch 1631 | loss: 0.0310512 | val_loss: 0.0312426 | Time: 1672.48 ms [2021-09-29 19:43:31 main:581] : INFO : Epoch 1632 | loss: 0.031047 | val_loss: 0.031281 | Time: 1653.23 ms [2021-09-29 19:43:33 main:581] : INFO : Epoch 1633 | loss: 0.0310601 | val_loss: 0.0312664 | Time: 1636.97 ms [2021-09-29 19:43:34 main:581] : INFO : Epoch 1634 | loss: 0.031048 | val_loss: 0.0312693 | Time: 1647.51 ms [2021-09-29 19:43:36 main:581] : INFO : Epoch 1635 | loss: 0.0310473 | val_loss: 0.0312655 | Time: 1652.89 ms [2021-09-29 19:43:37 main:581] : INFO : Epoch 1636 | loss: 0.0310473 | val_loss: 0.0312764 | Time: 1662.92 ms [2021-09-29 19:43:39 main:581] : INFO : Epoch 1637 | loss: 0.0310378 | val_loss: 0.0312786 | Time: 1677.74 ms [2021-09-29 19:43:41 main:581] : INFO : Epoch 1638 | loss: 0.0310404 | val_loss: 0.0312566 | Time: 1666.11 ms [2021-09-29 19:43:42 main:581] : INFO : Epoch 1639 | loss: 0.0310449 | val_loss: 0.0312609 | Time: 1639.74 ms [2021-09-29 19:43:44 main:581] : INFO : Epoch 1640 | loss: 0.0310438 | val_loss: 0.0312825 | Time: 1662.8 ms [2021-09-29 19:43:46 main:581] : INFO : Epoch 1641 | loss: 0.0310366 | val_loss: 0.0312918 | Time: 1657.09 ms [2021-09-29 19:43:47 main:581] : INFO : Epoch 1642 | loss: 0.0310315 | val_loss: 0.0312509 | Time: 1650.12 ms [2021-09-29 19:43:49 main:581] : INFO : Epoch 1643 | loss: 0.0310319 | val_loss: 0.0312937 | Time: 1658.97 ms [2021-09-29 19:43:51 main:581] : INFO : Epoch 1644 | loss: 0.0310389 | val_loss: 0.0312785 | Time: 1713.02 ms [2021-09-29 19:43:52 main:581] : INFO : Epoch 1645 | loss: 0.0310371 | val_loss: 0.0312598 | Time: 1679 ms [2021-09-29 19:43:54 main:581] : INFO : Epoch 1646 | loss: 0.0310405 | val_loss: 0.0312596 | Time: 1666.61 ms [2021-09-29 19:43:56 main:581] : INFO : Epoch 1647 | loss: 0.0310284 | val_loss: 0.0312622 | Time: 1685.6 ms [2021-09-29 19:43:58 main:581] : INFO : Epoch 1648 | loss: 0.0310395 | val_loss: 0.031272 | Time: 1692.81 ms [2021-09-29 19:43:59 main:581] : INFO : Epoch 1649 | loss: 0.031047 | val_loss: 0.0312887 | Time: 1654.82 ms [2021-09-29 19:44:01 main:581] : INFO : Epoch 1650 | loss: 0.031047 | val_loss: 0.0312691 | Time: 1627.17 ms [2021-09-29 19:44:02 main:581] : INFO : Epoch 1651 | loss: 0.0310394 | val_loss: 0.0312618 | Time: 1662.16 ms [2021-09-29 19:44:04 main:581] : INFO : Epoch 1652 | loss: 0.031051 | val_loss: 0.0312648 | Time: 1664.51 ms [2021-09-29 19:44:06 main:581] : INFO : Epoch 1653 | loss: 0.0310422 | val_loss: 0.0312913 | Time: 1668.71 ms [2021-09-29 19:44:08 main:581] : INFO : Epoch 1654 | loss: 0.0310407 | val_loss: 0.0312597 | Time: 1691.51 ms [2021-09-29 19:44:09 main:581] : INFO : Epoch 1655 | loss: 0.0310398 | val_loss: 0.0312524 | Time: 1672.98 ms [2021-09-29 19:44:11 main:581] : INFO : Epoch 1656 | loss: 0.031038 | val_loss: 0.0312777 | Time: 1705.83 ms [2021-09-29 19:44:13 main:581] : INFO : Epoch 1657 | loss: 0.0310377 | val_loss: 0.0312618 | Time: 1702.33 ms [2021-09-29 19:44:14 main:581] : INFO : Epoch 1658 | loss: 0.0310369 | val_loss: 0.0312622 | Time: 1666.27 ms [2021-09-29 19:44:16 main:581] : INFO : Epoch 1659 | loss: 0.0310344 | val_loss: 0.0312767 | Time: 1707.86 ms [2021-09-29 19:44:18 main:581] : INFO : Epoch 1660 | loss: 0.0310353 | val_loss: 0.0312717 | Time: 1668.7 ms [2021-09-29 19:44:19 main:581] : INFO : Epoch 1661 | loss: 0.031036 | val_loss: 0.0312601 | Time: 1643.6 ms [2021-09-29 19:44:21 main:581] : INFO : Epoch 1662 | loss: 0.0310427 | val_loss: 0.0312758 | Time: 1669.38 ms [2021-09-29 19:44:23 main:581] : INFO : Epoch 1663 | loss: 0.0310611 | val_loss: 0.0312498 | Time: 1681.26 ms [2021-09-29 19:44:24 main:581] : INFO : Epoch 1664 | loss: 0.0310471 | val_loss: 0.0312935 | Time: 1670.19 ms [2021-09-29 19:44:26 main:581] : INFO : Epoch 1665 | loss: 0.031039 | val_loss: 0.0312771 | Time: 1658.11 ms [2021-09-29 19:44:28 main:581] : INFO : Epoch 1666 | loss: 0.031036 | val_loss: 0.0312785 | Time: 1677.91 ms [2021-09-29 19:44:29 main:581] : INFO : Epoch 1667 | loss: 0.0310379 | val_loss: 0.0312654 | Time: 1637.93 ms [2021-09-29 19:44:31 main:581] : INFO : Epoch 1668 | loss: 0.0310345 | val_loss: 0.031262 | Time: 1702.38 ms [2021-09-29 19:44:33 main:581] : INFO : Epoch 1669 | loss: 0.0310344 | val_loss: 0.0312646 | Time: 1664.03 ms [2021-09-29 19:44:34 main:581] : INFO : Epoch 1670 | loss: 0.0310308 | val_loss: 0.0312728 | Time: 1667.78 ms [2021-09-29 19:44:36 main:581] : INFO : Epoch 1671 | loss: 0.0310266 | val_loss: 0.0312814 | Time: 1688.82 ms [2021-09-29 19:44:38 main:581] : INFO : Epoch 1672 | loss: 0.0310341 | val_loss: 0.0312491 | Time: 1677.19 ms [2021-09-29 19:44:39 main:581] : INFO : Epoch 1673 | loss: 0.0310375 | val_loss: 0.0312647 | Time: 1668.89 ms [2021-09-29 19:44:41 main:581] : INFO : Epoch 1674 | loss: 0.0310367 | val_loss: 0.0312508 | Time: 1660.45 ms [2021-09-29 19:44:43 main:581] : INFO : Epoch 1675 | loss: 0.0310383 | val_loss: 0.0312694 | Time: 1656.66 ms [2021-09-29 19:44:44 main:581] : INFO : Epoch 1676 | loss: 0.03103 | val_loss: 0.0312881 | Time: 1674.29 ms [2021-09-29 19:44:46 main:581] : INFO : Epoch 1677 | loss: 0.0310347 | val_loss: 0.0312625 | Time: 1659.24 ms [2021-09-29 19:44:48 main:581] : INFO : Epoch 1678 | loss: 0.0310395 | val_loss: 0.031275 | Time: 1667.5 ms [2021-09-29 19:44:49 main:581] : INFO : Epoch 1679 | loss: 0.0310331 | val_loss: 0.0312699 | Time: 1600.37 ms [2021-09-29 19:44:51 main:581] : INFO : Epoch 1680 | loss: 0.0310305 | val_loss: 0.0312672 | Time: 1681.88 ms [2021-09-29 19:44:53 main:581] : INFO : Epoch 1681 | loss: 0.0310354 | val_loss: 0.0312678 | Time: 1685.17 ms [2021-09-29 19:44:54 main:581] : INFO : Epoch 1682 | loss: 0.0310432 | val_loss: 0.0312654 | Time: 1699.23 ms [2021-09-29 19:44:56 main:581] : INFO : Epoch 1683 | loss: 0.0310494 | val_loss: 0.0312514 | Time: 1669.81 ms [2021-09-29 19:44:58 main:581] : INFO : Epoch 1684 | loss: 0.0310495 | val_loss: 0.0312869 | Time: 1669.3 ms [2021-09-29 19:44:59 main:581] : INFO : Epoch 1685 | loss: 0.0310443 | val_loss: 0.0312554 | Time: 1661.99 ms [2021-09-29 19:45:01 main:581] : INFO : Epoch 1686 | loss: 0.0310356 | val_loss: 0.0312753 | Time: 1632.66 ms [2021-09-29 19:45:03 main:581] : INFO : Epoch 1687 | loss: 0.0310391 | val_loss: 0.0312759 | Time: 1669.78 ms [2021-09-29 19:45:04 main:581] : INFO : Epoch 1688 | loss: 0.0310383 | val_loss: 0.0312523 | Time: 1640.06 ms [2021-09-29 19:45:06 main:581] : INFO : Epoch 1689 | loss: 0.0310304 | val_loss: 0.0312712 | Time: 1663.91 ms [2021-09-29 19:45:08 main:581] : INFO : Epoch 1690 | loss: 0.0310288 | val_loss: 0.0312911 | Time: 1656.03 ms [2021-09-29 19:45:09 main:581] : INFO : Epoch 1691 | loss: 0.0310295 | val_loss: 0.0312703 | Time: 1651.58 ms [2021-09-29 19:45:11 main:581] : INFO : Epoch 1692 | loss: 0.0310358 | val_loss: 0.0312804 | Time: 1635.89 ms [2021-09-29 19:45:13 main:581] : INFO : Epoch 1693 | loss: 0.0310345 | val_loss: 0.0312799 | Time: 1657.93 ms [2021-09-29 19:45:14 main:581] : INFO : Epoch 1694 | loss: 0.0310298 | val_loss: 0.0312648 | Time: 1654.9 ms [2021-09-29 19:45:16 main:581] : INFO : Epoch 1695 | loss: 0.0310377 | val_loss: 0.0312691 | Time: 1678.63 ms [2021-09-29 19:45:18 main:581] : INFO : Epoch 1696 | loss: 0.0310414 | val_loss: 0.0312915 | Time: 1689.85 ms [2021-09-29 19:45:19 main:581] : INFO : Epoch 1697 | loss: 0.0310389 | val_loss: 0.0312969 | Time: 1686.14 ms [2021-09-29 19:45:21 main:581] : INFO : Epoch 1698 | loss: 0.0310341 | val_loss: 0.0312691 | Time: 1674.3 ms [2021-09-29 19:45:23 main:581] : INFO : Epoch 1699 | loss: 0.0310466 | val_loss: 0.0312412 | Time: 1671.19 ms [2021-09-29 19:45:24 main:581] : INFO : Epoch 1700 | loss: 0.0310518 | val_loss: 0.0312837 | Time: 1669.77 ms [2021-09-29 19:45:26 main:581] : INFO : Epoch 1701 | loss: 0.0310414 | val_loss: 0.03126 | Time: 1674.72 ms [2021-09-29 19:45:28 main:581] : INFO : Epoch 1702 | loss: 0.0310324 | val_loss: 0.0312858 | Time: 1668.11 ms [2021-09-29 19:45:29 main:581] : INFO : Epoch 1703 | loss: 0.0310341 | val_loss: 0.0312613 | Time: 1699.61 ms [2021-09-29 19:45:31 main:581] : INFO : Epoch 1704 | loss: 0.0310292 | val_loss: 0.0312966 | Time: 1665.6 ms [2021-09-29 19:45:33 main:581] : INFO : Epoch 1705 | loss: 0.0310333 | val_loss: 0.0312623 | Time: 1701.71 ms [2021-09-29 19:45:34 main:581] : INFO : Epoch 1706 | loss: 0.0310368 | val_loss: 0.0312949 | Time: 1668.17 ms [2021-09-29 19:45:36 main:581] : INFO : Epoch 1707 | loss: 0.0310326 | val_loss: 0.0312926 | Time: 1665.64 ms [2021-09-29 19:45:38 main:581] : INFO : Epoch 1708 | loss: 0.0310344 | val_loss: 0.0312769 | Time: 1633 ms [2021-09-29 19:45:39 main:581] : INFO : Epoch 1709 | loss: 0.0310316 | val_loss: 0.0312796 | Time: 1699.45 ms [2021-09-29 19:45:41 main:581] : INFO : Epoch 1710 | loss: 0.0310327 | val_loss: 0.0312724 | Time: 1679.97 ms [2021-09-29 19:45:43 main:581] : INFO : Epoch 1711 | loss: 0.0310294 | val_loss: 0.0312688 | Time: 1671.7 ms [2021-09-29 19:45:44 main:581] : INFO : Epoch 1712 | loss: 0.031029 | val_loss: 0.0312797 | Time: 1670.45 ms [2021-09-29 19:45:46 main:581] : INFO : Epoch 1713 | loss: 0.0310277 | val_loss: 0.0312806 | Time: 1693.43 ms [2021-09-29 19:45:48 main:581] : INFO : Epoch 1714 | loss: 0.0310346 | val_loss: 0.0312909 | Time: 1652.71 ms [2021-09-29 19:45:49 main:581] : INFO : Epoch 1715 | loss: 0.0310486 | val_loss: 0.031263 | Time: 1690.63 ms [2021-09-29 19:45:51 main:581] : INFO : Epoch 1716 | loss: 0.0310409 | val_loss: 0.0312655 | Time: 1641.75 ms [2021-09-29 19:45:53 main:581] : INFO : Epoch 1717 | loss: 0.0310366 | val_loss: 0.031292 | Time: 1629.49 ms [2021-09-29 19:45:54 main:581] : INFO : Epoch 1718 | loss: 0.0310349 | val_loss: 0.0312905 | Time: 1658.05 ms [2021-09-29 19:45:56 main:581] : INFO : Epoch 1719 | loss: 0.0310318 | val_loss: 0.0312894 | Time: 1683.54 ms [2021-09-29 19:45:58 main:581] : INFO : Epoch 1720 | loss: 0.0310288 | val_loss: 0.031256 | Time: 1650.75 ms [2021-09-29 19:45:59 main:581] : INFO : Epoch 1721 | loss: 0.0310295 | val_loss: 0.0312758 | Time: 1652.03 ms [2021-09-29 19:46:01 main:581] : INFO : Epoch 1722 | loss: 0.0310256 | val_loss: 0.0312726 | Time: 1634.91 ms [2021-09-29 19:46:03 main:581] : INFO : Epoch 1723 | loss: 0.0310325 | val_loss: 0.0312743 | Time: 1654.5 ms [2021-09-29 19:46:04 main:581] : INFO : Epoch 1724 | loss: 0.0310338 | val_loss: 0.0312816 | Time: 1675.8 ms [2021-09-29 19:46:06 main:581] : INFO : Epoch 1725 | loss: 0.0310397 | val_loss: 0.0313029 | Time: 1644.05 ms [2021-09-29 19:46:08 main:581] : INFO : Epoch 1726 | loss: 0.0310351 | val_loss: 0.03126 | Time: 1645.32 ms [2021-09-29 19:46:09 main:581] : INFO : Epoch 1727 | loss: 0.0310319 | val_loss: 0.031269 | Time: 1663.41 ms [2021-09-29 19:46:11 main:581] : INFO : Epoch 1728 | loss: 0.0310339 | val_loss: 0.0313117 | Time: 1674.67 ms [2021-09-29 19:46:13 main:581] : INFO : Epoch 1729 | loss: 0.0310374 | val_loss: 0.0312875 | Time: 1647.26 ms [2021-09-29 19:46:14 main:581] : INFO : Epoch 1730 | loss: 0.0310393 | val_loss: 0.0312553 | Time: 1678.54 ms [2021-09-29 19:46:16 main:581] : INFO : Epoch 1731 | loss: 0.0310386 | val_loss: 0.0312562 | Time: 1685.54 ms [2021-09-29 19:46:18 main:581] : INFO : Epoch 1732 | loss: 0.031035 | val_loss: 0.0312789 | Time: 1674.07 ms [2021-09-29 19:46:19 main:581] : INFO : Epoch 1733 | loss: 0.0310261 | val_loss: 0.0312722 | Time: 1674.29 ms [2021-09-29 19:46:21 main:581] : INFO : Epoch 1734 | loss: 0.0310286 | val_loss: 0.0312643 | Time: 1679.44 ms [2021-09-29 19:46:23 main:581] : INFO : Epoch 1735 | loss: 0.031024 | val_loss: 0.031279 | Time: 1664.31 ms [2021-09-29 19:46:24 main:581] : INFO : Epoch 1736 | loss: 0.0310245 | val_loss: 0.0312979 | Time: 1673.26 ms [2021-09-29 19:46:26 main:581] : INFO : Epoch 1737 | loss: 0.0310235 | val_loss: 0.0312869 | Time: 1637.78 ms [2021-09-29 19:46:28 main:581] : INFO : Epoch 1738 | loss: 0.031029 | val_loss: 0.0312789 | Time: 1688.13 ms [2021-09-29 19:46:29 main:581] : INFO : Epoch 1739 | loss: 0.0310373 | val_loss: 0.0312877 | Time: 1688.48 ms [2021-09-29 19:46:31 main:581] : INFO : Epoch 1740 | loss: 0.0310288 | val_loss: 0.0313055 | Time: 1652.77 ms [2021-09-29 19:46:33 main:581] : INFO : Epoch 1741 | loss: 0.0310298 | val_loss: 0.0312722 | Time: 1674.43 ms [2021-09-29 19:46:34 main:581] : INFO : Epoch 1742 | loss: 0.0310315 | val_loss: 0.0312659 | Time: 1654.71 ms [2021-09-29 19:46:36 main:581] : INFO : Epoch 1743 | loss: 0.0310362 | val_loss: 0.0312777 | Time: 1662.72 ms [2021-09-29 19:46:38 main:581] : INFO : Epoch 1744 | loss: 0.0310381 | val_loss: 0.0312811 | Time: 1672.13 ms [2021-09-29 19:46:39 main:581] : INFO : Epoch 1745 | loss: 0.0310281 | val_loss: 0.0312956 | Time: 1670.31 ms [2021-09-29 19:46:41 main:581] : INFO : Epoch 1746 | loss: 0.0310333 | val_loss: 0.0312889 | Time: 1654.97 ms [2021-09-29 19:46:43 main:581] : INFO : Epoch 1747 | loss: 0.0310353 | val_loss: 0.0312688 | Time: 1664.6 ms [2021-09-29 19:46:44 main:581] : INFO : Epoch 1748 | loss: 0.0310291 | val_loss: 0.0312654 | Time: 1663.41 ms [2021-09-29 19:46:46 main:581] : INFO : Epoch 1749 | loss: 0.0310276 | val_loss: 0.0312958 | Time: 1653.82 ms [2021-09-29 19:46:48 main:581] : INFO : Epoch 1750 | loss: 0.0310233 | val_loss: 0.0312883 | Time: 1669.36 ms [2021-09-29 19:46:49 main:581] : INFO : Epoch 1751 | loss: 0.0310286 | val_loss: 0.0312499 | Time: 1672.61 ms [2021-09-29 19:46:51 main:581] : INFO : Epoch 1752 | loss: 0.0310332 | val_loss: 0.0313023 | Time: 1670.02 ms [2021-09-29 19:46:53 main:581] : INFO : Epoch 1753 | loss: 0.0310319 | val_loss: 0.0312624 | Time: 1653.72 ms [2021-09-29 19:46:54 main:581] : INFO : Epoch 1754 | loss: 0.0310328 | val_loss: 0.0312759 | Time: 1638.78 ms [2021-09-29 19:46:56 main:581] : INFO : Epoch 1755 | loss: 0.0310284 | val_loss: 0.0312831 | Time: 1638.83 ms [2021-09-29 19:46:58 main:581] : INFO : Epoch 1756 | loss: 0.0310394 | val_loss: 0.0312514 | Time: 1646.56 ms [2021-09-29 19:46:59 main:581] : INFO : Epoch 1757 | loss: 0.0310319 | val_loss: 0.0312688 | Time: 1668.96 ms [2021-09-29 19:47:01 main:581] : INFO : Epoch 1758 | loss: 0.0310277 | val_loss: 0.0312837 | Time: 1649 ms [2021-09-29 19:47:03 main:581] : INFO : Epoch 1759 | loss: 0.0310338 | val_loss: 0.031269 | Time: 1661.25 ms [2021-09-29 19:47:04 main:581] : INFO : Epoch 1760 | loss: 0.0310326 | val_loss: 0.0312704 | Time: 1662.53 ms [2021-09-29 19:47:06 main:581] : INFO : Epoch 1761 | loss: 0.0310265 | val_loss: 0.0312546 | Time: 1645.25 ms [2021-09-29 19:47:08 main:581] : INFO : Epoch 1762 | loss: 0.0310313 | val_loss: 0.0312647 | Time: 1669.48 ms [2021-09-29 19:47:09 main:581] : INFO : Epoch 1763 | loss: 0.0310268 | val_loss: 0.031297 | Time: 1673.67 ms [2021-09-29 19:47:11 main:581] : INFO : Epoch 1764 | loss: 0.0310241 | val_loss: 0.0312466 | Time: 1656.78 ms [2021-09-29 19:47:13 main:581] : INFO : Epoch 1765 | loss: 0.031033 | val_loss: 0.0312803 | Time: 1666.82 ms [2021-09-29 19:47:14 main:581] : INFO : Epoch 1766 | loss: 0.0310422 | val_loss: 0.0312407 | Time: 1658.84 ms [2021-09-29 19:47:16 main:581] : INFO : Epoch 1767 | loss: 0.0310347 | val_loss: 0.0312861 | Time: 1660.66 ms [2021-09-29 19:47:17 main:581] : INFO : Epoch 1768 | loss: 0.0310358 | val_loss: 0.0312805 | Time: 1640.22 ms [2021-09-29 19:47:19 main:581] : INFO : Epoch 1769 | loss: 0.0310214 | val_loss: 0.03127 | Time: 1646.17 ms [2021-09-29 19:47:21 main:581] : INFO : Epoch 1770 | loss: 0.0310279 | val_loss: 0.0312633 | Time: 1641.01 ms [2021-09-29 19:47:22 main:581] : INFO : Epoch 1771 | loss: 0.0310274 | val_loss: 0.0313229 | Time: 1668.06 ms [2021-09-29 19:47:24 main:581] : INFO : Epoch 1772 | loss: 0.0310208 | val_loss: 0.0312797 | Time: 1637.98 ms [2021-09-29 19:47:26 main:581] : INFO : Epoch 1773 | loss: 0.0310235 | val_loss: 0.0313133 | Time: 1674.09 ms [2021-09-29 19:47:27 main:581] : INFO : Epoch 1774 | loss: 0.0310252 | val_loss: 0.0312748 | Time: 1713.65 ms [2021-09-29 19:47:29 main:581] : INFO : Epoch 1775 | loss: 0.0310232 | val_loss: 0.0312639 | Time: 1677.08 ms [2021-09-29 19:47:31 main:581] : INFO : Epoch 1776 | loss: 0.031025 | val_loss: 0.0312803 | Time: 1676.05 ms [2021-09-29 19:47:33 main:581] : INFO : Epoch 1777 | loss: 0.0310219 | val_loss: 0.0312685 | Time: 1695.47 ms [2021-09-29 19:47:34 main:581] : INFO : Epoch 1778 | loss: 0.0310263 | val_loss: 0.03129 | Time: 1693.26 ms [2021-09-29 19:47:36 main:581] : INFO : Epoch 1779 | loss: 0.0310233 | val_loss: 0.0312763 | Time: 1681.19 ms [2021-09-29 19:47:38 main:581] : INFO : Epoch 1780 | loss: 0.0310342 | val_loss: 0.0312555 | Time: 1657.68 ms [2021-09-29 19:47:39 main:581] : INFO : Epoch 1781 | loss: 0.0310455 | val_loss: 0.0312889 | Time: 1691.77 ms [2021-09-29 19:47:41 main:581] : INFO : Epoch 1782 | loss: 0.0310404 | val_loss: 0.0312721 | Time: 1638.18 ms [2021-09-29 19:47:43 main:581] : INFO : Epoch 1783 | loss: 0.031026 | val_loss: 0.0312569 | Time: 1643.62 ms [2021-09-29 19:47:44 main:581] : INFO : Epoch 1784 | loss: 0.0310256 | val_loss: 0.0312827 | Time: 1700.01 ms [2021-09-29 19:47:46 main:581] : INFO : Epoch 1785 | loss: 0.0310205 | val_loss: 0.0312938 | Time: 1663.45 ms [2021-09-29 19:47:48 main:581] : INFO : Epoch 1786 | loss: 0.031023 | val_loss: 0.0313013 | Time: 1657.58 ms [2021-09-29 19:47:49 main:581] : INFO : Epoch 1787 | loss: 0.0310161 | val_loss: 0.0312833 | Time: 1647.69 ms [2021-09-29 19:47:51 main:581] : INFO : Epoch 1788 | loss: 0.0310197 | val_loss: 0.0312849 | Time: 1671.89 ms [2021-09-29 19:47:53 main:581] : INFO : Epoch 1789 | loss: 0.0310219 | val_loss: 0.0312516 | Time: 1672.93 ms [2021-09-29 19:47:54 main:581] : INFO : Epoch 1790 | loss: 0.0310285 | val_loss: 0.0312933 | Time: 1678.41 ms [2021-09-29 19:47:56 main:581] : INFO : Epoch 1791 | loss: 0.0310281 | val_loss: 0.0312708 | Time: 1651.91 ms [2021-09-29 19:47:57 main:581] : INFO : Epoch 1792 | loss: 0.0310292 | val_loss: 0.0312747 | Time: 1623.23 ms [2021-09-29 19:47:59 main:581] : INFO : Epoch 1793 | loss: 0.0310269 | val_loss: 0.031263 | Time: 1622.11 ms [2021-09-29 19:48:01 main:581] : INFO : Epoch 1794 | loss: 0.0311257 | val_loss: 0.0312026 | Time: 1630.81 ms [2021-09-29 19:48:02 main:581] : INFO : Epoch 1795 | loss: 0.0335399 | val_loss: 0.031747 | Time: 1633.6 ms [2021-09-29 19:48:04 main:581] : INFO : Epoch 1796 | loss: 0.0347726 | val_loss: 0.0323477 | Time: 1614.96 ms [2021-09-29 19:48:06 main:581] : INFO : Epoch 1797 | loss: 0.0317175 | val_loss: 0.0313837 | Time: 1607.28 ms [2021-09-29 19:48:07 main:581] : INFO : Epoch 1798 | loss: 0.0313158 | val_loss: 0.0312825 | Time: 1603.03 ms [2021-09-29 19:48:09 main:581] : INFO : Epoch 1799 | loss: 0.0312635 | val_loss: 0.0312565 | Time: 1611.43 ms [2021-09-29 19:48:10 main:581] : INFO : Epoch 1800 | loss: 0.0312537 | val_loss: 0.0312525 | Time: 1609.59 ms [2021-09-29 19:48:12 main:581] : INFO : Epoch 1801 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 1612.31 ms [2021-09-29 19:48:14 main:581] : INFO : Epoch 1802 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1614.76 ms [2021-09-29 19:48:15 main:581] : INFO : Epoch 1803 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1598.26 ms [2021-09-29 19:48:17 main:581] : INFO : Epoch 1804 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1620.13 ms [2021-09-29 19:48:18 main:581] : INFO : Epoch 1805 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1616.98 ms [2021-09-29 19:48:20 main:581] : INFO : Epoch 1806 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1653.28 ms [2021-09-29 19:48:22 main:581] : INFO : Epoch 1807 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1662.38 ms [2021-09-29 19:48:23 main:581] : INFO : Epoch 1808 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1650.23 ms [2021-09-29 19:48:25 main:581] : INFO : Epoch 1809 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1666.34 ms [2021-09-29 19:48:27 main:581] : INFO : Epoch 1810 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1639.57 ms [2021-09-29 19:48:28 main:581] : INFO : Epoch 1811 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1665.56 ms [2021-09-29 19:48:30 main:581] : INFO : Epoch 1812 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1664.87 ms [2021-09-29 19:48:32 main:581] : INFO : Epoch 1813 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1601.96 ms [2021-09-29 19:48:33 main:581] : INFO : Epoch 1814 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1629.77 ms [2021-09-29 19:48:35 main:581] : INFO : Epoch 1815 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1636.99 ms [2021-09-29 19:48:37 main:581] : INFO : Epoch 1816 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1641.88 ms [2021-09-29 19:48:38 main:581] : INFO : Epoch 1817 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1620.66 ms [2021-09-29 19:48:40 main:581] : INFO : Epoch 1818 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1602.41 ms [2021-09-29 19:48:41 main:581] : INFO : Epoch 1819 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1627.93 ms [2021-09-29 19:48:43 main:581] : INFO : Epoch 1820 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1596.53 ms [2021-09-29 19:48:45 main:581] : INFO : Epoch 1821 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1593.77 ms [2021-09-29 19:48:46 main:581] : INFO : Epoch 1822 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1634.72 ms [2021-09-29 19:48:48 main:581] : INFO : Epoch 1823 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1621.14 ms [2021-09-29 19:48:49 main:581] : INFO : Epoch 1824 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1589.64 ms [2021-09-29 19:48:51 main:581] : INFO : Epoch 1825 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 1594.29 ms [2021-09-29 19:48:53 main:581] : INFO : Epoch 1826 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1611.2 ms [2021-09-29 19:48:54 main:581] : INFO : Epoch 1827 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 1632.34 ms [2021-09-29 19:48:56 main:581] : INFO : Epoch 1828 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1631.71 ms [2021-09-29 19:48:58 main:581] : INFO : Epoch 1829 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1606.09 ms [2021-09-29 19:48:59 main:581] : INFO : Epoch 1830 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1595.55 ms [2021-09-29 19:49:01 main:581] : INFO : Epoch 1831 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1594.61 ms [2021-09-29 19:49:02 main:581] : INFO : Epoch 1832 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1611.76 ms [2021-09-29 19:49:04 main:581] : INFO : Epoch 1833 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 1605.99 ms [2021-09-29 19:49:06 main:581] : INFO : Epoch 1834 | loss: 0.031247 | val_loss: 0.031247 | Time: 1602.09 ms [2021-09-29 19:49:07 main:581] : INFO : Epoch 1835 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 1593.63 ms [2021-09-29 19:49:09 main:581] : INFO : Epoch 1836 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 1598.04 ms [2021-09-29 19:49:10 main:581] : INFO : Epoch 1837 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 1613.15 ms [2021-09-29 19:49:12 main:581] : INFO : Epoch 1838 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 1587.42 ms [2021-09-29 19:49:14 main:581] : INFO : Epoch 1839 | loss: 0.0312462 | val_loss: 0.031248 | Time: 1613.12 ms [2021-09-29 19:49:15 main:581] : INFO : Epoch 1840 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 1603.84 ms [2021-09-29 19:49:17 main:581] : INFO : Epoch 1841 | loss: 0.0312458 | val_loss: 0.031245 | Time: 1594.1 ms [2021-09-29 19:49:18 main:581] : INFO : Epoch 1842 | loss: 0.031245 | val_loss: 0.0312444 | Time: 1608.92 ms [2021-09-29 19:49:20 main:581] : INFO : Epoch 1843 | loss: 0.0312446 | val_loss: 0.0312439 | Time: 1602.17 ms [2021-09-29 19:49:22 main:581] : INFO : Epoch 1844 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 1603.84 ms [2021-09-29 19:49:23 main:581] : INFO : Epoch 1845 | loss: 0.0312429 | val_loss: 0.0312432 | Time: 1593.62 ms [2021-09-29 19:49:25 main:581] : INFO : Epoch 1846 | loss: 0.0312425 | val_loss: 0.0312428 | Time: 1582.64 ms [2021-09-29 19:49:26 main:581] : INFO : Epoch 1847 | loss: 0.0312419 | val_loss: 0.031242 | Time: 1612.6 ms [2021-09-29 19:49:28 main:581] : INFO : Epoch 1848 | loss: 0.0312415 | val_loss: 0.0312418 | Time: 1599.97 ms [2021-09-29 19:49:30 main:581] : INFO : Epoch 1849 | loss: 0.031243 | val_loss: 0.0312422 | Time: 1612.59 ms [2021-09-29 19:49:31 main:581] : INFO : Epoch 1850 | loss: 0.0312408 | val_loss: 0.0312398 | Time: 1609.66 ms [2021-09-29 19:49:33 main:581] : INFO : Epoch 1851 | loss: 0.0312398 | val_loss: 0.0312403 | Time: 1593.26 ms [2021-09-29 19:49:34 main:581] : INFO : Epoch 1852 | loss: 0.0312414 | val_loss: 0.0312388 | Time: 1594.64 ms [2021-09-29 19:49:36 main:581] : INFO : Epoch 1853 | loss: 0.0312381 | val_loss: 0.0312388 | Time: 1593.25 ms [2021-09-29 19:49:38 main:581] : INFO : Epoch 1854 | loss: 0.0312414 | val_loss: 0.0312389 | Time: 1622.58 ms [2021-09-29 19:49:39 main:581] : INFO : Epoch 1855 | loss: 0.0312394 | val_loss: 0.0312378 | Time: 1606.39 ms [2021-09-29 19:49:41 main:581] : INFO : Epoch 1856 | loss: 0.0312375 | val_loss: 0.0312423 | Time: 1622.92 ms [2021-09-29 19:49:42 main:581] : INFO : Epoch 1857 | loss: 0.0312454 | val_loss: 0.0312581 | Time: 1606.04 ms [2021-09-29 19:49:44 main:581] : INFO : Epoch 1858 | loss: 0.0312411 | val_loss: 0.0312391 | Time: 1588.8 ms [2021-09-29 19:49:46 main:581] : INFO : Epoch 1859 | loss: 0.0312369 | val_loss: 0.0312357 | Time: 1629.24 ms [2021-09-29 19:49:47 main:581] : INFO : Epoch 1860 | loss: 0.0312394 | val_loss: 0.0312372 | Time: 1641.05 ms [2021-09-29 19:49:49 main:581] : INFO : Epoch 1861 | loss: 0.0312349 | val_loss: 0.0312354 | Time: 1617.2 ms [2021-09-29 19:49:51 main:581] : INFO : Epoch 1862 | loss: 0.0312378 | val_loss: 0.0312496 | Time: 1623.4 ms [2021-09-29 19:49:52 main:581] : INFO : Epoch 1863 | loss: 0.0312431 | val_loss: 0.0312414 | Time: 1626.19 ms [2021-09-29 19:49:54 main:581] : INFO : Epoch 1864 | loss: 0.0312353 | val_loss: 0.0312328 | Time: 1669.39 ms [2021-09-29 19:49:55 main:581] : INFO : Epoch 1865 | loss: 0.0312357 | val_loss: 0.0312386 | Time: 1647.61 ms [2021-09-29 19:49:57 main:581] : INFO : Epoch 1866 | loss: 0.0312418 | val_loss: 0.031235 | Time: 1635.42 ms [2021-09-29 19:49:59 main:581] : INFO : Epoch 1867 | loss: 0.0312338 | val_loss: 0.031236 | Time: 1657.16 ms [2021-09-29 19:50:00 main:581] : INFO : Epoch 1868 | loss: 0.031237 | val_loss: 0.0312579 | Time: 1637.74 ms [2021-09-29 19:50:02 main:581] : INFO : Epoch 1869 | loss: 0.0312378 | val_loss: 0.0312335 | Time: 1632.81 ms [2021-09-29 19:50:04 main:581] : INFO : Epoch 1870 | loss: 0.0312391 | val_loss: 0.0312355 | Time: 1643.47 ms [2021-09-29 19:50:05 main:581] : INFO : Epoch 1871 | loss: 0.0312349 | val_loss: 0.0312361 | Time: 1617.72 ms [2021-09-29 19:50:07 main:581] : INFO : Epoch 1872 | loss: 0.0312333 | val_loss: 0.0312381 | Time: 1625.49 ms [2021-09-29 19:50:09 main:581] : INFO : Epoch 1873 | loss: 0.0312339 | val_loss: 0.0312309 | Time: 1673.79 ms [2021-09-29 19:50:10 main:581] : INFO : Epoch 1874 | loss: 0.0312314 | val_loss: 0.0312296 | Time: 1641.38 ms [2021-09-29 19:50:12 main:581] : INFO : Epoch 1875 | loss: 0.0312303 | val_loss: 0.0312301 | Time: 1606.28 ms [2021-09-29 19:50:14 main:581] : INFO : Epoch 1876 | loss: 0.0312336 | val_loss: 0.0312293 | Time: 1642.15 ms [2021-09-29 19:50:15 main:581] : INFO : Epoch 1877 | loss: 0.0312407 | val_loss: 0.0312464 | Time: 1632.8 ms [2021-09-29 19:50:17 main:581] : INFO : Epoch 1878 | loss: 0.0312343 | val_loss: 0.0312312 | Time: 1622.46 ms [2021-09-29 19:50:18 main:581] : INFO : Epoch 1879 | loss: 0.0312303 | val_loss: 0.0312316 | Time: 1650.67 ms [2021-09-29 19:50:20 main:581] : INFO : Epoch 1880 | loss: 0.0312354 | val_loss: 0.0312308 | Time: 1619.98 ms [2021-09-29 19:50:22 main:581] : INFO : Epoch 1881 | loss: 0.0312339 | val_loss: 0.0312332 | Time: 1621.71 ms [2021-09-29 19:50:23 main:581] : INFO : Epoch 1882 | loss: 0.0312316 | val_loss: 0.0312397 | Time: 1617.04 ms [2021-09-29 19:50:25 main:581] : INFO : Epoch 1883 | loss: 0.031241 | val_loss: 0.0312566 | Time: 1616.62 ms [2021-09-29 19:50:27 main:581] : INFO : Epoch 1884 | loss: 0.031249 | val_loss: 0.031235 | Time: 1638.37 ms [2021-09-29 19:50:28 main:581] : INFO : Epoch 1885 | loss: 0.0312361 | val_loss: 0.031232 | Time: 1616.39 ms [2021-09-29 19:50:30 main:581] : INFO : Epoch 1886 | loss: 0.0312324 | val_loss: 0.0312304 | Time: 1626.31 ms [2021-09-29 19:50:31 main:581] : INFO : Epoch 1887 | loss: 0.031231 | val_loss: 0.03123 | Time: 1638.18 ms [2021-09-29 19:50:33 main:581] : INFO : Epoch 1888 | loss: 0.0312325 | val_loss: 0.0312307 | Time: 1620.4 ms [2021-09-29 19:50:35 main:581] : INFO : Epoch 1889 | loss: 0.0312295 | val_loss: 0.0312304 | Time: 1619.18 ms [2021-09-29 19:50:36 main:581] : INFO : Epoch 1890 | loss: 0.0312307 | val_loss: 0.0312342 | Time: 1644.4 ms [2021-09-29 19:50:38 main:581] : INFO : Epoch 1891 | loss: 0.0312337 | val_loss: 0.0312409 | Time: 1616.98 ms [2021-09-29 19:50:40 main:581] : INFO : Epoch 1892 | loss: 0.031236 | val_loss: 0.0312393 | Time: 1643.53 ms [2021-09-29 19:50:41 main:581] : INFO : Epoch 1893 | loss: 0.0312316 | val_loss: 0.0312301 | Time: 1612.56 ms [2021-09-29 19:50:43 main:581] : INFO : Epoch 1894 | loss: 0.0312307 | val_loss: 0.0312311 | Time: 1619.49 ms [2021-09-29 19:50:44 main:581] : INFO : Epoch 1895 | loss: 0.0312283 | val_loss: 0.0312293 | Time: 1604.49 ms [2021-09-29 19:50:46 main:581] : INFO : Epoch 1896 | loss: 0.0312281 | val_loss: 0.0312326 | Time: 1619.17 ms [2021-09-29 19:50:48 main:581] : INFO : Epoch 1897 | loss: 0.0312284 | val_loss: 0.0312335 | Time: 1621.3 ms [2021-09-29 19:50:49 main:581] : INFO : Epoch 1898 | loss: 0.0312333 | val_loss: 0.0312293 | Time: 1636.42 ms [2021-09-29 19:50:51 main:581] : INFO : Epoch 1899 | loss: 0.0312296 | val_loss: 0.0312267 | Time: 1656.72 ms [2021-09-29 19:50:53 main:581] : INFO : Epoch 1900 | loss: 0.0312323 | val_loss: 0.0312278 | Time: 1616.41 ms [2021-09-29 19:50:54 main:581] : INFO : Epoch 1901 | loss: 0.0312292 | val_loss: 0.0312316 | Time: 1623.36 ms [2021-09-29 19:50:56 main:581] : INFO : Epoch 1902 | loss: 0.0312302 | val_loss: 0.0312268 | Time: 1607.35 ms [2021-09-29 19:50:57 main:581] : INFO : Epoch 1903 | loss: 0.0312278 | val_loss: 0.031234 | Time: 1618.78 ms [2021-09-29 19:50:59 main:581] : INFO : Epoch 1904 | loss: 0.031231 | val_loss: 0.0312297 | Time: 1619.45 ms [2021-09-29 19:51:01 main:581] : INFO : Epoch 1905 | loss: 0.0312287 | val_loss: 0.0312268 | Time: 1616.11 ms [2021-09-29 19:51:02 main:581] : INFO : Epoch 1906 | loss: 0.0312296 | val_loss: 0.0312268 | Time: 1621.81 ms [2021-09-29 19:51:04 main:581] : INFO : Epoch 1907 | loss: 0.0312273 | val_loss: 0.0312259 | Time: 1630.83 ms [2021-09-29 19:51:06 main:581] : INFO : Epoch 1908 | loss: 0.0312274 | val_loss: 0.031248 | Time: 1663.98 ms [2021-09-29 19:51:07 main:581] : INFO : Epoch 1909 | loss: 0.0312324 | val_loss: 0.0312265 | Time: 1611.45 ms [2021-09-29 19:51:09 main:581] : INFO : Epoch 1910 | loss: 0.0312298 | val_loss: 0.0312288 | Time: 1627.89 ms [2021-09-29 19:51:10 main:581] : INFO : Epoch 1911 | loss: 0.0312292 | val_loss: 0.0312296 | Time: 1642.58 ms [2021-09-29 19:51:12 main:581] : INFO : Epoch 1912 | loss: 0.0312277 | val_loss: 0.0312277 | Time: 1611.97 ms [2021-09-29 19:51:14 main:581] : INFO : Epoch 1913 | loss: 0.0312332 | val_loss: 0.0312281 | Time: 1643.57 ms [2021-09-29 19:51:15 main:581] : INFO : Epoch 1914 | loss: 0.0312297 | val_loss: 0.0312314 | Time: 1641.17 ms [2021-09-29 19:51:17 main:581] : INFO : Epoch 1915 | loss: 0.0312274 | val_loss: 0.0312263 | Time: 1637.3 ms [2021-09-29 19:51:19 main:581] : INFO : Epoch 1916 | loss: 0.0312285 | val_loss: 0.0312351 | Time: 1637 ms [2021-09-29 19:51:20 main:581] : INFO : Epoch 1917 | loss: 0.0312291 | val_loss: 0.031231 | Time: 1623.61 ms [2021-09-29 19:51:22 main:581] : INFO : Epoch 1918 | loss: 0.0312259 | val_loss: 0.0312272 | Time: 1629.6 ms [2021-09-29 19:51:24 main:581] : INFO : Epoch 1919 | loss: 0.031228 | val_loss: 0.0312258 | Time: 1644.64 ms [2021-09-29 19:51:25 main:581] : INFO : Epoch 1920 | loss: 0.0312266 | val_loss: 0.0312254 | Time: 1642 ms [2021-09-29 19:51:27 main:581] : INFO : Epoch 1921 | loss: 0.0312259 | val_loss: 0.0312279 | Time: 1646.91 ms [2021-09-29 19:51:28 main:581] : INFO : Epoch 1922 | loss: 0.0312266 | val_loss: 0.0312249 | Time: 1639.78 ms [2021-09-29 19:51:30 main:581] : INFO : Epoch 1923 | loss: 0.0312263 | val_loss: 0.0312255 | Time: 1647.39 ms [2021-09-29 19:51:32 main:581] : INFO : Epoch 1924 | loss: 0.0312286 | val_loss: 0.0312259 | Time: 1649.63 ms [2021-09-29 19:51:33 main:581] : INFO : Epoch 1925 | loss: 0.0312265 | val_loss: 0.0312254 | Time: 1628.81 ms [2021-09-29 19:51:35 main:581] : INFO : Epoch 1926 | loss: 0.0312264 | val_loss: 0.0312246 | Time: 1634.4 ms [2021-09-29 19:51:37 main:581] : INFO : Epoch 1927 | loss: 0.0312252 | val_loss: 0.0312263 | Time: 1635.66 ms [2021-09-29 19:51:38 main:581] : INFO : Epoch 1928 | loss: 0.0312258 | val_loss: 0.0312255 | Time: 1630.77 ms [2021-09-29 19:51:40 main:581] : INFO : Epoch 1929 | loss: 0.03123 | val_loss: 0.031247 | Time: 1605.54 ms [2021-09-29 19:51:41 main:581] : INFO : Epoch 1930 | loss: 0.0312335 | val_loss: 0.0312322 | Time: 1596.06 ms [2021-09-29 19:51:43 main:581] : INFO : Epoch 1931 | loss: 0.0312279 | val_loss: 0.0312333 | Time: 1633.46 ms [2021-09-29 19:51:45 main:581] : INFO : Epoch 1932 | loss: 0.0312271 | val_loss: 0.0312304 | Time: 1626.5 ms [2021-09-29 19:51:46 main:581] : INFO : Epoch 1933 | loss: 0.0312274 | val_loss: 0.0312362 | Time: 1614.52 ms [2021-09-29 19:51:48 main:581] : INFO : Epoch 1934 | loss: 0.0312283 | val_loss: 0.0312248 | Time: 1621.53 ms [2021-09-29 19:51:50 main:581] : INFO : Epoch 1935 | loss: 0.0312273 | val_loss: 0.0312336 | Time: 1635.93 ms [2021-09-29 19:51:51 main:581] : INFO : Epoch 1936 | loss: 0.0312297 | val_loss: 0.031227 | Time: 1632.66 ms [2021-09-29 19:51:53 main:581] : INFO : Epoch 1937 | loss: 0.0312254 | val_loss: 0.0312251 | Time: 1619.19 ms [2021-09-29 19:51:54 main:581] : INFO : Epoch 1938 | loss: 0.0312251 | val_loss: 0.0312238 | Time: 1603.14 ms [2021-09-29 19:51:56 main:581] : INFO : Epoch 1939 | loss: 0.0312245 | val_loss: 0.0312294 | Time: 1622.65 ms [2021-09-29 19:51:58 main:581] : INFO : Epoch 1940 | loss: 0.0312259 | val_loss: 0.0312281 | Time: 1633.64 ms [2021-09-29 19:51:59 main:581] : INFO : Epoch 1941 | loss: 0.0312265 | val_loss: 0.0312242 | Time: 1636.35 ms [2021-09-29 19:52:01 main:581] : INFO : Epoch 1942 | loss: 0.0312259 | val_loss: 0.0312254 | Time: 1626.24 ms [2021-09-29 19:52:03 main:581] : INFO : Epoch 1943 | loss: 0.0312256 | val_loss: 0.031224 | Time: 1602.66 ms [2021-09-29 19:52:04 main:581] : INFO : Epoch 1944 | loss: 0.0312264 | val_loss: 0.0312258 | Time: 1640.67 ms [2021-09-29 19:52:06 main:581] : INFO : Epoch 1945 | loss: 0.0312242 | val_loss: 0.0312232 | Time: 1641.27 ms [2021-09-29 19:52:07 main:581] : INFO : Epoch 1946 | loss: 0.0312253 | val_loss: 0.0312279 | Time: 1620.9 ms [2021-09-29 19:52:09 main:581] : INFO : Epoch 1947 | loss: 0.0312258 | val_loss: 0.0312227 | Time: 1648.23 ms [2021-09-29 19:52:11 main:581] : INFO : Epoch 1948 | loss: 0.0312262 | val_loss: 0.0312357 | Time: 1631.77 ms [2021-09-29 19:52:12 main:581] : INFO : Epoch 1949 | loss: 0.031236 | val_loss: 0.0312342 | Time: 1641.2 ms [2021-09-29 19:52:14 main:581] : INFO : Epoch 1950 | loss: 0.0312294 | val_loss: 0.0312253 | Time: 1670.37 ms [2021-09-29 19:52:16 main:581] : INFO : Epoch 1951 | loss: 0.0312237 | val_loss: 0.0312228 | Time: 1641.35 ms [2021-09-29 19:52:17 main:581] : INFO : Epoch 1952 | loss: 0.0312221 | val_loss: 0.0312218 | Time: 1616.72 ms [2021-09-29 19:52:19 main:581] : INFO : Epoch 1953 | loss: 0.0312234 | val_loss: 0.0312285 | Time: 1656.95 ms [2021-09-29 19:52:21 main:581] : INFO : Epoch 1954 | loss: 0.0312263 | val_loss: 0.0312328 | Time: 1625.19 ms [2021-09-29 19:52:22 main:581] : INFO : Epoch 1955 | loss: 0.0312267 | val_loss: 0.0312277 | Time: 1642.17 ms [2021-09-29 19:52:24 main:581] : INFO : Epoch 1956 | loss: 0.031225 | val_loss: 0.0312269 | Time: 1652.27 ms [2021-09-29 19:52:26 main:581] : INFO : Epoch 1957 | loss: 0.0312265 | val_loss: 0.0312242 | Time: 1643.09 ms [2021-09-29 19:52:27 main:581] : INFO : Epoch 1958 | loss: 0.0312223 | val_loss: 0.0312264 | Time: 1650.71 ms [2021-09-29 19:52:29 main:581] : INFO : Epoch 1959 | loss: 0.0312229 | val_loss: 0.0312275 | Time: 1642.11 ms [2021-09-29 19:52:30 main:581] : INFO : Epoch 1960 | loss: 0.0312293 | val_loss: 0.0312268 | Time: 1633.89 ms [2021-09-29 19:52:32 main:581] : INFO : Epoch 1961 | loss: 0.0312267 | val_loss: 0.0312288 | Time: 1637.59 ms [2021-09-29 19:52:34 main:581] : INFO : Epoch 1962 | loss: 0.0312258 | val_loss: 0.0312236 | Time: 1646.95 ms [2021-09-29 19:52:35 main:581] : INFO : Epoch 1963 | loss: 0.0312238 | val_loss: 0.0312229 | Time: 1672.4 ms [2021-09-29 19:52:37 main:581] : INFO : Epoch 1964 | loss: 0.031225 | val_loss: 0.0312231 | Time: 1676.69 ms [2021-09-29 19:52:39 main:581] : INFO : Epoch 1965 | loss: 0.0312238 | val_loss: 0.0312199 | Time: 1687.38 ms [2021-09-29 19:52:40 main:581] : INFO : Epoch 1966 | loss: 0.0312232 | val_loss: 0.0312193 | Time: 1653.15 ms [2021-09-29 19:52:42 main:581] : INFO : Epoch 1967 | loss: 0.0312211 | val_loss: 0.0312217 | Time: 1654.33 ms [2021-09-29 19:52:44 main:581] : INFO : Epoch 1968 | loss: 0.0312191 | val_loss: 0.0312183 | Time: 1653.54 ms [2021-09-29 19:52:45 main:581] : INFO : Epoch 1969 | loss: 0.0312218 | val_loss: 0.031221 | Time: 1673.05 ms [2021-09-29 19:52:47 main:581] : INFO : Epoch 1970 | loss: 0.0312224 | val_loss: 0.0312218 | Time: 1691.38 ms [2021-09-29 19:52:49 main:581] : INFO : Epoch 1971 | loss: 0.0312192 | val_loss: 0.0312175 | Time: 1672.47 ms [2021-09-29 19:52:50 main:581] : INFO : Epoch 1972 | loss: 0.0312174 | val_loss: 0.0312171 | Time: 1677.98 ms [2021-09-29 19:52:52 main:581] : INFO : Epoch 1973 | loss: 0.0312186 | val_loss: 0.031218 | Time: 1660.36 ms [2021-09-29 19:52:54 main:581] : INFO : Epoch 1974 | loss: 0.0312195 | val_loss: 0.0312167 | Time: 1648.59 ms [2021-09-29 19:52:55 main:581] : INFO : Epoch 1975 | loss: 0.0312175 | val_loss: 0.0312285 | Time: 1673.38 ms [2021-09-29 19:52:57 main:581] : INFO : Epoch 1976 | loss: 0.0312183 | val_loss: 0.0312156 | Time: 1687.79 ms [2021-09-29 19:52:59 main:581] : INFO : Epoch 1977 | loss: 0.0312188 | val_loss: 0.0312157 | Time: 1680.44 ms [2021-09-29 19:53:00 main:581] : INFO : Epoch 1978 | loss: 0.0312207 | val_loss: 0.0312227 | Time: 1639.44 ms [2021-09-29 19:53:02 main:581] : INFO : Epoch 1979 | loss: 0.0312185 | val_loss: 0.0312148 | Time: 1641.56 ms [2021-09-29 19:53:04 main:581] : INFO : Epoch 1980 | loss: 0.0312161 | val_loss: 0.0312204 | Time: 1662.76 ms [2021-09-29 19:53:05 main:581] : INFO : Epoch 1981 | loss: 0.0312178 | val_loss: 0.0312173 | Time: 1643 ms [2021-09-29 19:53:07 main:581] : INFO : Epoch 1982 | loss: 0.0312217 | val_loss: 0.0312144 | Time: 1659.73 ms [2021-09-29 19:53:09 main:581] : INFO : Epoch 1983 | loss: 0.0312219 | val_loss: 0.0312211 | Time: 1669.85 ms [2021-09-29 19:53:10 main:581] : INFO : Epoch 1984 | loss: 0.0312159 | val_loss: 0.0312152 | Time: 1646.27 ms [2021-09-29 19:53:12 main:581] : INFO : Epoch 1985 | loss: 0.0312193 | val_loss: 0.0312175 | Time: 1626.06 ms [2021-09-29 19:53:14 main:581] : INFO : Epoch 1986 | loss: 0.0312208 | val_loss: 0.0312142 | Time: 1621.47 ms [2021-09-29 19:53:15 main:581] : INFO : Epoch 1987 | loss: 0.0312154 | val_loss: 0.0312148 | Time: 1636.72 ms [2021-09-29 19:53:17 main:581] : INFO : Epoch 1988 | loss: 0.0312142 | val_loss: 0.0312115 | Time: 1658.71 ms [2021-09-29 19:53:19 main:581] : INFO : Epoch 1989 | loss: 0.0312134 | val_loss: 0.0312142 | Time: 1638.04 ms [2021-09-29 19:53:20 main:581] : INFO : Epoch 1990 | loss: 0.0312129 | val_loss: 0.0312131 | Time: 1623.65 ms [2021-09-29 19:53:22 main:581] : INFO : Epoch 1991 | loss: 0.0312143 | val_loss: 0.0312148 | Time: 1638.11 ms [2021-09-29 19:53:23 main:581] : INFO : Epoch 1992 | loss: 0.0312125 | val_loss: 0.0312097 | Time: 1617.28 ms [2021-09-29 19:53:25 main:581] : INFO : Epoch 1993 | loss: 0.0312103 | val_loss: 0.0312079 | Time: 1626 ms [2021-09-29 19:53:27 main:581] : INFO : Epoch 1994 | loss: 0.0312112 | val_loss: 0.031207 | Time: 1625.15 ms [2021-09-29 19:53:28 main:581] : INFO : Epoch 1995 | loss: 0.0312105 | val_loss: 0.0312077 | Time: 1686.55 ms [2021-09-29 19:53:30 main:581] : INFO : Epoch 1996 | loss: 0.0312076 | val_loss: 0.0312187 | Time: 1706.72 ms [2021-09-29 19:53:32 main:581] : INFO : Epoch 1997 | loss: 0.0312122 | val_loss: 0.0312051 | Time: 1673.09 ms [2021-09-29 19:53:33 main:581] : INFO : Epoch 1998 | loss: 0.0312077 | val_loss: 0.0312116 | Time: 1663.18 ms [2021-09-29 19:53:35 main:581] : INFO : Epoch 1999 | loss: 0.0312067 | val_loss: 0.0312085 | Time: 1652.69 ms [2021-09-29 19:53:37 main:581] : INFO : Epoch 2000 | loss: 0.0312064 | val_loss: 0.0312052 | Time: 1660.88 ms [2021-09-29 19:53:38 main:581] : INFO : Epoch 2001 | loss: 0.0312065 | val_loss: 0.0312156 | Time: 1685.93 ms [2021-09-29 19:53:40 main:581] : INFO : Epoch 2002 | loss: 0.031207 | val_loss: 0.0312012 | Time: 1662.74 ms [2021-09-29 19:53:42 main:581] : INFO : Epoch 2003 | loss: 0.0312018 | val_loss: 0.0311983 | Time: 1643.93 ms [2021-09-29 19:53:43 main:581] : INFO : Epoch 2004 | loss: 0.0312041 | val_loss: 0.0311984 | Time: 1644.16 ms [2021-09-29 19:53:45 main:581] : INFO : Epoch 2005 | loss: 0.0312013 | val_loss: 0.0311977 | Time: 1630.78 ms [2021-09-29 19:53:47 main:581] : INFO : Epoch 2006 | loss: 0.0312061 | val_loss: 0.031203 | Time: 1649.29 ms [2021-09-29 19:53:48 main:581] : INFO : Epoch 2007 | loss: 0.0312067 | val_loss: 0.0312158 | Time: 1652.53 ms [2021-09-29 19:53:50 main:581] : INFO : Epoch 2008 | loss: 0.0312074 | val_loss: 0.0312062 | Time: 1641 ms [2021-09-29 19:53:52 main:581] : INFO : Epoch 2009 | loss: 0.0311999 | val_loss: 0.0311993 | Time: 1663.43 ms [2021-09-29 19:53:53 main:581] : INFO : Epoch 2010 | loss: 0.0312062 | val_loss: 0.031207 | Time: 1681.51 ms [2021-09-29 19:53:55 main:581] : INFO : Epoch 2011 | loss: 0.0311988 | val_loss: 0.0311942 | Time: 1667.51 ms [2021-09-29 19:53:57 main:581] : INFO : Epoch 2012 | loss: 0.0312134 | val_loss: 0.031203 | Time: 1656.2 ms [2021-09-29 19:53:58 main:581] : INFO : Epoch 2013 | loss: 0.03121 | val_loss: 0.0312042 | Time: 1658.69 ms [2021-09-29 19:54:00 main:581] : INFO : Epoch 2014 | loss: 0.0311983 | val_loss: 0.0311957 | Time: 1619.92 ms [2021-09-29 19:54:02 main:581] : INFO : Epoch 2015 | loss: 0.0311975 | val_loss: 0.0311943 | Time: 1652.8 ms [2021-09-29 19:54:03 main:581] : INFO : Epoch 2016 | loss: 0.0311982 | val_loss: 0.0311944 | Time: 1635.76 ms [2021-09-29 19:54:05 main:581] : INFO : Epoch 2017 | loss: 0.0311981 | val_loss: 0.0312009 | Time: 1643.45 ms [2021-09-29 19:54:06 main:581] : INFO : Epoch 2018 | loss: 0.0311987 | val_loss: 0.0311916 | Time: 1642.87 ms [2021-09-29 19:54:08 main:581] : INFO : Epoch 2019 | loss: 0.0311977 | val_loss: 0.0311904 | Time: 1670.58 ms [2021-09-29 19:54:10 main:581] : INFO : Epoch 2020 | loss: 0.031195 | val_loss: 0.0311963 | Time: 1668.68 ms [2021-09-29 19:54:11 main:581] : INFO : Epoch 2021 | loss: 0.0311997 | val_loss: 0.0312027 | Time: 1656.69 ms [2021-09-29 19:54:13 main:581] : INFO : Epoch 2022 | loss: 0.0312094 | val_loss: 0.0311972 | Time: 1656.22 ms [2021-09-29 19:54:15 main:581] : INFO : Epoch 2023 | loss: 0.0312028 | val_loss: 0.0311956 | Time: 1670.55 ms [2021-09-29 19:54:16 main:581] : INFO : Epoch 2024 | loss: 0.0311956 | val_loss: 0.0311928 | Time: 1662.57 ms [2021-09-29 19:54:18 main:581] : INFO : Epoch 2025 | loss: 0.0311934 | val_loss: 0.0311894 | Time: 1668.77 ms [2021-09-29 19:54:20 main:581] : INFO : Epoch 2026 | loss: 0.0311983 | val_loss: 0.031197 | Time: 1660.42 ms [2021-09-29 19:54:21 main:581] : INFO : Epoch 2027 | loss: 0.0312042 | val_loss: 0.0311925 | Time: 1666.63 ms [2021-09-29 19:54:23 main:581] : INFO : Epoch 2028 | loss: 0.0311983 | val_loss: 0.0311895 | Time: 1649.22 ms [2021-09-29 19:54:25 main:581] : INFO : Epoch 2029 | loss: 0.0311933 | val_loss: 0.0311883 | Time: 1636.61 ms [2021-09-29 19:54:26 main:581] : INFO : Epoch 2030 | loss: 0.0312008 | val_loss: 0.0311917 | Time: 1653.03 ms [2021-09-29 19:54:28 main:581] : INFO : Epoch 2031 | loss: 0.0311985 | val_loss: 0.0311999 | Time: 1657.22 ms [2021-09-29 19:54:30 main:581] : INFO : Epoch 2032 | loss: 0.0311943 | val_loss: 0.0311882 | Time: 1651.25 ms [2021-09-29 19:54:31 main:581] : INFO : Epoch 2033 | loss: 0.0311925 | val_loss: 0.0311873 | Time: 1647.53 ms [2021-09-29 19:54:33 main:581] : INFO : Epoch 2034 | loss: 0.0311982 | val_loss: 0.0311882 | Time: 1637.01 ms [2021-09-29 19:54:35 main:581] : INFO : Epoch 2035 | loss: 0.0311986 | val_loss: 0.0312 | Time: 1651.41 ms [2021-09-29 19:54:36 main:581] : INFO : Epoch 2036 | loss: 0.0311963 | val_loss: 0.0311887 | Time: 1647.84 ms [2021-09-29 19:54:38 main:581] : INFO : Epoch 2037 | loss: 0.031195 | val_loss: 0.0311916 | Time: 1635 ms [2021-09-29 19:54:40 main:581] : INFO : Epoch 2038 | loss: 0.031194 | val_loss: 0.0311944 | Time: 1675.59 ms [2021-09-29 19:54:41 main:581] : INFO : Epoch 2039 | loss: 0.0311942 | val_loss: 0.0311882 | Time: 1684.2 ms [2021-09-29 19:54:43 main:581] : INFO : Epoch 2040 | loss: 0.0311955 | val_loss: 0.0311873 | Time: 1687.88 ms [2021-09-29 19:54:45 main:581] : INFO : Epoch 2041 | loss: 0.0311926 | val_loss: 0.0311908 | Time: 1671.64 ms [2021-09-29 19:54:46 main:581] : INFO : Epoch 2042 | loss: 0.031192 | val_loss: 0.031187 | Time: 1693.66 ms [2021-09-29 19:54:48 main:581] : INFO : Epoch 2043 | loss: 0.0311929 | val_loss: 0.0311926 | Time: 1678.3 ms [2021-09-29 19:54:50 main:581] : INFO : Epoch 2044 | loss: 0.0311931 | val_loss: 0.0311871 | Time: 1675.26 ms [2021-09-29 19:54:51 main:581] : INFO : Epoch 2045 | loss: 0.0311902 | val_loss: 0.0311876 | Time: 1681.92 ms [2021-09-29 19:54:53 main:581] : INFO : Epoch 2046 | loss: 0.0311986 | val_loss: 0.0311945 | Time: 1692.82 ms [2021-09-29 19:54:55 main:581] : INFO : Epoch 2047 | loss: 0.0311965 | val_loss: 0.0311868 | Time: 1681.2 ms [2021-09-29 19:54:56 main:581] : INFO : Epoch 2048 | loss: 0.0311918 | val_loss: 0.0311858 | Time: 1670.99 ms [2021-09-29 19:54:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311858 [2021-09-29 19:54:56 main:610] : INFO : Saving end state to config to file [2021-09-29 19:54:56 main:615] : INFO : Success, exiting.. 19:54:56 (3690503): 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)