Task 5146505
| Name | ParityModified-1619581971-7662-1_0 |
| Workunit | 3091289 |
| Created | 4 May 2021, 10:47:14 UTC |
| Sent | 13 May 2021, 7:45:14 UTC |
| Report deadline | 20 May 2021, 7:45:14 UTC |
| Received | 13 May 2021, 9:45:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 59 min 59 sec |
| CPU time | 59 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.031156 | val_loss: 0.0311736 | Time: 1744.39 ms [2021-05-13 04:32:49 main:574] : INFO : Epoch 1543 | loss: 0.0311541 | val_loss: 0.0311708 | Time: 1744.39 ms [2021-05-13 04:32:51 main:574] : INFO : Epoch 1544 | loss: 0.0311552 | val_loss: 0.0311696 | Time: 1748.76 ms [2021-05-13 04:32:52 main:574] : INFO : Epoch 1545 | loss: 0.0311533 | val_loss: 0.0311718 | Time: 1748.82 ms [2021-05-13 04:32:54 main:574] : INFO : Epoch 1546 | loss: 0.031155 | val_loss: 0.0311742 | Time: 1741.18 ms [2021-05-13 04:32:56 main:574] : INFO : Epoch 1547 | loss: 0.0311576 | val_loss: 0.0311735 | Time: 1742.65 ms [2021-05-13 04:32:58 main:574] : INFO : Epoch 1548 | loss: 0.0311566 | val_loss: 0.0311702 | Time: 1745.83 ms [2021-05-13 04:32:59 main:574] : INFO : Epoch 1549 | loss: 0.031154 | val_loss: 0.0311669 | Time: 1747.82 ms [2021-05-13 04:33:01 main:574] : INFO : Epoch 1550 | loss: 0.0311514 | val_loss: 0.0311682 | Time: 1760.89 ms [2021-05-13 04:33:03 main:574] : INFO : Epoch 1551 | loss: 0.0311506 | val_loss: 0.0311655 | Time: 1759.79 ms [2021-05-13 04:33:05 main:574] : INFO : Epoch 1552 | loss: 0.0311495 | val_loss: 0.031168 | Time: 1750.83 ms [2021-05-13 04:33:06 main:574] : INFO : Epoch 1553 | loss: 0.0311513 | val_loss: 0.0311754 | Time: 1739.51 ms [2021-05-13 04:33:08 main:574] : INFO : Epoch 1554 | loss: 0.0311515 | val_loss: 0.031172 | Time: 1740.31 ms [2021-05-13 04:33:10 main:574] : INFO : Epoch 1555 | loss: 0.0311512 | val_loss: 0.0311684 | Time: 1748.53 ms [2021-05-13 04:33:12 main:574] : INFO : Epoch 1556 | loss: 0.0311495 | val_loss: 0.0311669 | Time: 1747.44 ms [2021-05-13 04:33:13 main:574] : INFO : Epoch 1557 | loss: 0.031148 | val_loss: 0.0311685 | Time: 1739.07 ms [2021-05-13 04:33:15 main:574] : INFO : Epoch 1558 | loss: 0.0311548 | val_loss: 0.0311764 | Time: 1753.95 ms [2021-05-13 04:33:17 main:574] : INFO : Epoch 1559 | loss: 0.0311599 | val_loss: 0.031171 | Time: 1752.91 ms [2021-05-13 04:33:19 main:574] : INFO : Epoch 1560 | loss: 0.0311536 | val_loss: 0.0311694 | Time: 1748.91 ms [2021-05-13 04:33:20 main:574] : INFO : Epoch 1561 | loss: 0.0311507 | val_loss: 0.0311695 | Time: 1752.71 ms [2021-05-13 04:33:22 main:574] : INFO : Epoch 1562 | loss: 0.0311508 | val_loss: 0.031168 | Time: 1755.55 ms [2021-05-13 04:33:24 main:574] : INFO : Epoch 1563 | loss: 0.0311486 | val_loss: 0.031174 | Time: 1754.91 ms [2021-05-13 04:33:26 main:574] : INFO : Epoch 1564 | loss: 0.0311494 | val_loss: 0.0311678 | Time: 1745.58 ms [2021-05-13 04:33:27 main:574] : INFO : Epoch 1565 | loss: 0.0311493 | val_loss: 0.0311701 | Time: 1735.09 ms [2021-05-13 04:33:29 main:574] : INFO : Epoch 1566 | loss: 0.0311505 | val_loss: 0.0311761 | Time: 1751.97 ms [2021-05-13 04:33:31 main:574] : INFO : Epoch 1567 | loss: 0.0311499 | val_loss: 0.0311683 | Time: 1750.25 ms [2021-05-13 04:33:33 main:574] : INFO : Epoch 1568 | loss: 0.0311469 | val_loss: 0.0311742 | Time: 1740.5 ms [2021-05-13 04:33:34 main:574] : INFO : Epoch 1569 | loss: 0.0311491 | val_loss: 0.0311789 | Time: 1748.01 ms [2021-05-13 04:33:36 main:574] : INFO : Epoch 1570 | loss: 0.0311503 | val_loss: 0.0311695 | Time: 1747.2 ms [2021-05-13 04:33:38 main:574] : INFO : Epoch 1571 | loss: 0.0311476 | val_loss: 0.03117 | Time: 1744.98 ms [2021-05-13 04:33:40 main:574] : INFO : Epoch 1572 | loss: 0.0311457 | val_loss: 0.0311679 | Time: 1739.75 ms [2021-05-13 04:33:41 main:574] : INFO : Epoch 1573 | loss: 0.031145 | val_loss: 0.0311679 | Time: 1742.19 ms [2021-05-13 04:33:43 main:574] : INFO : Epoch 1574 | loss: 0.0311466 | val_loss: 0.0311787 | Time: 1746.55 ms [2021-05-13 04:33:45 main:574] : INFO : Epoch 1575 | loss: 0.0311541 | val_loss: 0.0311761 | Time: 1750.87 ms [2021-05-13 04:33:47 main:574] : INFO : Epoch 1576 | loss: 0.0311538 | val_loss: 0.031173 | Time: 1738.41 ms [2021-05-13 04:33:48 main:574] : INFO : Epoch 1577 | loss: 0.0311467 | val_loss: 0.0311714 | Time: 1752.78 ms [2021-05-13 04:33:50 main:574] : INFO : Epoch 1578 | loss: 0.0311506 | val_loss: 0.0311819 | Time: 1744.1 ms [2021-05-13 04:33:52 main:574] : INFO : Epoch 1579 | loss: 0.0311482 | val_loss: 0.0311737 | Time: 1747.79 ms [2021-05-13 04:33:54 main:574] : INFO : Epoch 1580 | loss: 0.0311455 | val_loss: 0.0311707 | Time: 1743.79 ms [2021-05-13 04:33:55 main:574] : INFO : Epoch 1581 | loss: 0.0311439 | val_loss: 0.0311703 | Time: 1749.13 ms [2021-05-13 04:33:57 main:574] : INFO : Epoch 1582 | loss: 0.0311486 | val_loss: 0.0311745 | Time: 1744.48 ms [2021-05-13 04:33:59 main:574] : INFO : Epoch 1583 | loss: 0.0311439 | val_loss: 0.0311721 | Time: 1734.61 ms [2021-05-13 04:34:01 main:574] : INFO : Epoch 1584 | loss: 0.0311458 | val_loss: 0.0311818 | Time: 1757.27 ms [2021-05-13 04:34:02 main:574] : INFO : Epoch 1585 | loss: 0.0311471 | val_loss: 0.0311748 | Time: 1750.91 ms [2021-05-13 04:34:04 main:574] : INFO : Epoch 1586 | loss: 0.0311447 | val_loss: 0.0311685 | Time: 1750.3 ms [2021-05-13 04:34:06 main:574] : INFO : Epoch 1587 | loss: 0.0311441 | val_loss: 0.0311768 | Time: 1747.31 ms [2021-05-13 04:34:08 main:574] : INFO : Epoch 1588 | loss: 0.0311443 | val_loss: 0.0311726 | Time: 1741.69 ms [2021-05-13 04:34:09 main:574] : INFO : Epoch 1589 | loss: 0.0311455 | val_loss: 0.0311729 | Time: 1768.87 ms [2021-05-13 04:34:11 main:574] : INFO : Epoch 1590 | loss: 0.0311493 | val_loss: 0.0311755 | Time: 1743.49 ms [2021-05-13 04:34:13 main:574] : INFO : Epoch 1591 | loss: 0.0311504 | val_loss: 0.0311736 | Time: 1738.49 ms [2021-05-13 04:34:15 main:574] : INFO : Epoch 1592 | loss: 0.0311522 | val_loss: 0.0311717 | Time: 1753.55 ms [2021-05-13 04:34:16 main:574] : INFO : Epoch 1593 | loss: 0.0311507 | val_loss: 0.0311728 | Time: 1752.15 ms [2021-05-13 04:34:18 main:574] : INFO : Epoch 1594 | loss: 0.0311489 | val_loss: 0.0311722 | Time: 1750.73 ms [2021-05-13 04:34:20 main:574] : INFO : Epoch 1595 | loss: 0.0311546 | val_loss: 0.0311842 | Time: 1749.42 ms [2021-05-13 04:34:22 main:574] : INFO : Epoch 1596 | loss: 0.0311669 | val_loss: 0.0311758 | Time: 1741.86 ms [2021-05-13 04:34:23 main:574] : INFO : Epoch 1597 | loss: 0.031167 | val_loss: 0.0311724 | Time: 1749.64 ms [2021-05-13 04:34:25 main:574] : INFO : Epoch 1598 | loss: 0.03116 | val_loss: 0.0311724 | Time: 1753.7 ms [2021-05-13 04:34:27 main:574] : INFO : Epoch 1599 | loss: 0.0311575 | val_loss: 0.0311709 | Time: 1740.99 ms [2021-05-13 04:34:29 main:574] : INFO : Epoch 1600 | loss: 0.0311567 | val_loss: 0.0311761 | Time: 1753.79 ms [2021-05-13 04:34:30 main:574] : INFO : Epoch 1601 | loss: 0.0311548 | val_loss: 0.0311776 | Time: 1746.67 ms [2021-05-13 04:34:32 main:574] : INFO : Epoch 1602 | loss: 0.0311543 | val_loss: 0.0311699 | Time: 1754.94 ms [2021-05-13 04:34:34 main:574] : INFO : Epoch 1603 | loss: 0.0311522 | val_loss: 0.031174 | Time: 1745.41 ms [2021-05-13 04:34:36 main:574] : INFO : Epoch 1604 | loss: 0.0311568 | val_loss: 0.0311688 | Time: 1746.84 ms [2021-05-13 04:34:37 main:574] : INFO : Epoch 1605 | loss: 0.0311513 | val_loss: 0.0311708 | Time: 1737.03 ms [2021-05-13 04:34:39 main:574] : INFO : Epoch 1606 | loss: 0.0311505 | val_loss: 0.0311746 | Time: 1745.04 ms [2021-05-13 04:34:41 main:574] : INFO : Epoch 1607 | loss: 0.0311531 | val_loss: 0.0311717 | Time: 1738.47 ms [2021-05-13 04:34:43 main:574] : INFO : Epoch 1608 | loss: 0.0311517 | val_loss: 0.0311702 | Time: 1752.6 ms [2021-05-13 04:34:44 main:574] : INFO : Epoch 1609 | loss: 0.0311522 | val_loss: 0.0311734 | Time: 1747.18 ms [2021-05-13 04:34:46 main:574] : INFO : Epoch 1610 | loss: 0.0311596 | val_loss: 0.0311724 | Time: 1751.85 ms [2021-05-13 04:34:48 main:574] : INFO : Epoch 1611 | loss: 0.0311615 | val_loss: 0.0311768 | Time: 1744.71 ms [2021-05-13 04:34:50 main:574] : INFO : Epoch 1612 | loss: 0.0311549 | val_loss: 0.0311701 | Time: 1752.6 ms [2021-05-13 04:34:51 main:574] : INFO : Epoch 1613 | loss: 0.0311532 | val_loss: 0.0311693 | Time: 1756.55 ms [2021-05-13 04:34:53 main:574] : INFO : Epoch 1614 | loss: 0.0311571 | val_loss: 0.0311853 | Time: 1748.32 ms [2021-05-13 04:34:55 main:574] : INFO : Epoch 1615 | loss: 0.0311577 | val_loss: 0.0311696 | Time: 1734.42 ms [2021-05-13 04:34:57 main:574] : INFO : Epoch 1616 | loss: 0.0311544 | val_loss: 0.0311666 | Time: 1761.28 ms [2021-05-13 04:34:58 main:574] : INFO : Epoch 1617 | loss: 0.0311528 | val_loss: 0.0311684 | Time: 1741.72 ms [2021-05-13 04:35:00 main:574] : INFO : Epoch 1618 | loss: 0.0311514 | val_loss: 0.0311775 | Time: 1739.03 ms [2021-05-13 04:35:02 main:574] : INFO : Epoch 1619 | loss: 0.0311556 | val_loss: 0.0311706 | Time: 1748.43 ms [2021-05-13 04:35:04 main:574] : INFO : Epoch 1620 | loss: 0.0311538 | val_loss: 0.031169 | Time: 1742.74 ms [2021-05-13 04:35:05 main:574] : INFO : Epoch 1621 | loss: 0.0311558 | val_loss: 0.0311698 | Time: 1735.67 ms [2021-05-13 04:35:07 main:574] : INFO : Epoch 1622 | loss: 0.031149 | val_loss: 0.0311682 | Time: 1738.07 ms [2021-05-13 04:35:09 main:574] : INFO : Epoch 1623 | loss: 0.0311465 | val_loss: 0.03117 | Time: 1733.1 ms [2021-05-13 04:35:11 main:574] : INFO : Epoch 1624 | loss: 0.0311458 | val_loss: 0.0311715 | Time: 1749.81 ms [2021-05-13 04:35:12 main:574] : INFO : Epoch 1625 | loss: 0.0311486 | val_loss: 0.0311747 | Time: 1744.15 ms [2021-05-13 04:35:14 main:574] : INFO : Epoch 1626 | loss: 0.0311516 | val_loss: 0.0311707 | Time: 1752.13 ms [2021-05-13 04:35:16 main:574] : INFO : Epoch 1627 | loss: 0.0311499 | val_loss: 0.0311719 | Time: 1745.71 ms [2021-05-13 04:35:18 main:574] : INFO : Epoch 1628 | loss: 0.0311566 | val_loss: 0.0311731 | Time: 1745.25 ms [2021-05-13 04:35:19 main:574] : INFO : Epoch 1629 | loss: 0.0311556 | val_loss: 0.0311833 | Time: 1750.01 ms [2021-05-13 04:35:21 main:574] : INFO : Epoch 1630 | loss: 0.0311586 | val_loss: 0.0311722 | Time: 1733.9 ms [2021-05-13 04:35:23 main:574] : INFO : Epoch 1631 | loss: 0.0311487 | val_loss: 0.0311701 | Time: 1764.53 ms [2021-05-13 04:35:25 main:574] : INFO : Epoch 1632 | loss: 0.0311481 | val_loss: 0.031168 | Time: 1748.56 ms [2021-05-13 04:35:26 main:574] : INFO : Epoch 1633 | loss: 0.0311466 | val_loss: 0.0311701 | Time: 1758.42 ms [2021-05-13 04:35:28 main:574] : INFO : Epoch 1634 | loss: 0.0311466 | val_loss: 0.0311771 | Time: 1755.55 ms [2021-05-13 04:35:30 main:574] : INFO : Epoch 1635 | loss: 0.0311454 | val_loss: 0.0311682 | Time: 1744.75 ms [2021-05-13 04:35:32 main:574] : INFO : Epoch 1636 | loss: 0.031148 | val_loss: 0.0311777 | Time: 1751.34 ms [2021-05-13 04:35:33 main:574] : INFO : Epoch 1637 | loss: 0.0311496 | val_loss: 0.0311714 | Time: 1759.37 ms [2021-05-13 04:35:35 main:574] : INFO : Epoch 1638 | loss: 0.0311473 | val_loss: 0.0311695 | Time: 1754.28 ms [2021-05-13 04:35:37 main:574] : INFO : Epoch 1639 | loss: 0.0311458 | val_loss: 0.0311658 | Time: 1754.47 ms [2021-05-13 04:35:39 main:574] : INFO : Epoch 1640 | loss: 0.0311479 | val_loss: 0.0311725 | Time: 1745.34 ms [2021-05-13 04:35:41 main:574] : INFO : Epoch 1641 | loss: 0.0311442 | val_loss: 0.0311719 | Time: 1755.24 ms [2021-05-13 04:35:42 main:574] : INFO : Epoch 1642 | loss: 0.0311466 | val_loss: 0.0311677 | Time: 1746.2 ms [2021-05-13 04:35:44 main:574] : INFO : Epoch 1643 | loss: 0.0311463 | val_loss: 0.0311668 | Time: 1750.88 ms [2021-05-13 04:35:46 main:574] : INFO : Epoch 1644 | loss: 0.0311441 | val_loss: 0.031174 | Time: 1751.98 ms [2021-05-13 04:35:48 main:574] : INFO : Epoch 1645 | loss: 0.0311516 | val_loss: 0.0311711 | Time: 1744.64 ms [2021-05-13 04:35:49 main:574] : INFO : Epoch 1646 | loss: 0.0311446 | val_loss: 0.0311702 | Time: 1748.75 ms [2021-05-13 04:35:51 main:574] : INFO : Epoch 1647 | loss: 0.0311458 | val_loss: 0.03117 | Time: 1747.99 ms [2021-05-13 04:35:53 main:574] : INFO : Epoch 1648 | loss: 0.0311439 | val_loss: 0.0311711 | Time: 1750.75 ms [2021-05-13 04:35:55 main:574] : INFO : Epoch 1649 | loss: 0.0311433 | val_loss: 0.0311696 | Time: 1737.38 ms [2021-05-13 04:35:56 main:574] : INFO : Epoch 1650 | loss: 0.0311433 | val_loss: 0.0311675 | Time: 1756.16 ms [2021-05-13 04:35:58 main:574] : INFO : Epoch 1651 | loss: 0.031143 | val_loss: 0.0311719 | Time: 1745.85 ms [2021-05-13 04:36:00 main:574] : INFO : Epoch 1652 | loss: 0.0311405 | val_loss: 0.0311685 | Time: 1751.92 ms [2021-05-13 04:36:02 main:574] : INFO : Epoch 1653 | loss: 0.0311429 | val_loss: 0.0311748 | Time: 1738.95 ms [2021-05-13 04:36:03 main:574] : INFO : Epoch 1654 | loss: 0.031143 | val_loss: 0.0311745 | Time: 1746.37 ms [2021-05-13 04:36:05 main:574] : INFO : Epoch 1655 | loss: 0.0311476 | val_loss: 0.0311772 | Time: 1759.4 ms [2021-05-13 04:36:07 main:574] : INFO : Epoch 1656 | loss: 0.0311499 | val_loss: 0.031176 | Time: 1762.18 ms [2021-05-13 04:36:09 main:574] : INFO : Epoch 1657 | loss: 0.0311453 | val_loss: 0.0311719 | Time: 1752.02 ms [2021-05-13 04:36:10 main:574] : INFO : Epoch 1658 | loss: 0.0311433 | val_loss: 0.0311742 | Time: 1738.09 ms [2021-05-13 04:36:12 main:574] : INFO : Epoch 1659 | loss: 0.0311394 | val_loss: 0.0311778 | Time: 1745.48 ms [2021-05-13 04:36:14 main:574] : INFO : Epoch 1660 | loss: 0.0311412 | val_loss: 0.031172 | Time: 1754.54 ms [2021-05-13 04:36:16 main:574] : INFO : Epoch 1661 | loss: 0.0311415 | val_loss: 0.0311751 | Time: 1744.6 ms [2021-05-13 04:36:17 main:574] : INFO : Epoch 1662 | loss: 0.0311405 | val_loss: 0.031169 | Time: 1753.86 ms [2021-05-13 04:36:19 main:574] : INFO : Epoch 1663 | loss: 0.0311432 | val_loss: 0.0311724 | Time: 1752.18 ms [2021-05-13 04:36:21 main:574] : INFO : Epoch 1664 | loss: 0.0311428 | val_loss: 0.0311708 | Time: 1741.52 ms [2021-05-13 04:36:23 main:574] : INFO : Epoch 1665 | loss: 0.0311398 | val_loss: 0.0311709 | Time: 1742.4 ms [2021-05-13 04:36:24 main:574] : INFO : Epoch 1666 | loss: 0.0311413 | val_loss: 0.0311739 | Time: 1739.42 ms [2021-05-13 04:36:26 main:574] : INFO : Epoch 1667 | loss: 0.0311394 | val_loss: 0.0311721 | Time: 1756.91 ms [2021-05-13 04:36:28 main:574] : INFO : Epoch 1668 | loss: 0.0311403 | val_loss: 0.0311723 | Time: 1731.29 ms [2021-05-13 04:36:30 main:574] : INFO : Epoch 1669 | loss: 0.0311393 | val_loss: 0.0311721 | Time: 1753.52 ms [2021-05-13 04:36:31 main:574] : INFO : Epoch 1670 | loss: 0.0311439 | val_loss: 0.0311704 | Time: 1741.28 ms [2021-05-13 04:36:33 main:574] : INFO : Epoch 1671 | loss: 0.0311475 | val_loss: 0.0311942 | Time: 1756.45 ms [2021-05-13 04:36:35 main:574] : INFO : Epoch 1672 | loss: 0.0311538 | val_loss: 0.03117 | Time: 1746.25 ms [2021-05-13 04:36:37 main:574] : INFO : Epoch 1673 | loss: 0.0311409 | val_loss: 0.0311703 | Time: 1733.54 ms [2021-05-13 04:36:38 main:574] : INFO : Epoch 1674 | loss: 0.0311485 | val_loss: 0.0311808 | Time: 1747.66 ms [2021-05-13 04:36:40 main:574] : INFO : Epoch 1675 | loss: 0.0311437 | val_loss: 0.0311762 | Time: 1734.6 ms [2021-05-13 04:36:42 main:574] : INFO : Epoch 1676 | loss: 0.0311431 | val_loss: 0.0311745 | Time: 1751.94 ms [2021-05-13 04:36:44 main:574] : INFO : Epoch 1677 | loss: 0.0311464 | val_loss: 0.0311699 | Time: 1753.81 ms [2021-05-13 04:36:45 main:574] : INFO : Epoch 1678 | loss: 0.0311472 | val_loss: 0.0311764 | Time: 1754.23 ms [2021-05-13 04:36:47 main:574] : INFO : Epoch 1679 | loss: 0.0311473 | val_loss: 0.0311714 | Time: 1741.12 ms [2021-05-13 04:36:49 main:574] : INFO : Epoch 1680 | loss: 0.0311433 | val_loss: 0.0311721 | Time: 1741.93 ms [2021-05-13 04:36:51 main:574] : INFO : Epoch 1681 | loss: 0.0311417 | val_loss: 0.0311767 | Time: 1753.64 ms [2021-05-13 04:36:52 main:574] : INFO : Epoch 1682 | loss: 0.0311434 | val_loss: 0.0311734 | Time: 1750.04 ms [2021-05-13 04:36:54 main:574] : INFO : Epoch 1683 | loss: 0.0311447 | val_loss: 0.0311718 | Time: 1739.98 ms [2021-05-13 04:36:56 main:574] : INFO : Epoch 1684 | loss: 0.03114 | val_loss: 0.0311765 | Time: 1741.25 ms [2021-05-13 04:36:58 main:574] : INFO : Epoch 1685 | loss: 0.0311381 | val_loss: 0.0311722 | Time: 1749.53 ms [2021-05-13 04:36:59 main:574] : INFO : Epoch 1686 | loss: 0.0311384 | val_loss: 0.0311791 | Time: 1743.38 ms [2021-05-13 04:37:01 main:574] : INFO : Epoch 1687 | loss: 0.0311402 | val_loss: 0.031189 | Time: 1752.28 ms [2021-05-13 04:37:03 main:574] : INFO : Epoch 1688 | loss: 0.0311468 | val_loss: 0.03117 | Time: 1738.77 ms [2021-05-13 04:37:05 main:574] : INFO : Epoch 1689 | loss: 0.0311448 | val_loss: 0.0311708 | Time: 1755.7 ms [2021-05-13 04:37:06 main:574] : INFO : Epoch 1690 | loss: 0.0311424 | val_loss: 0.0311725 | Time: 1746.11 ms [2021-05-13 04:37:08 main:574] : INFO : Epoch 1691 | loss: 0.0311422 | val_loss: 0.0311735 | Time: 1741.19 ms [2021-05-13 04:37:10 main:574] : INFO : Epoch 1692 | loss: 0.0311519 | val_loss: 0.0311721 | Time: 1734.91 ms [2021-05-13 04:37:12 main:574] : INFO : Epoch 1693 | loss: 0.0311459 | val_loss: 0.0311722 | Time: 1751.72 ms [2021-05-13 04:37:13 main:574] : INFO : Epoch 1694 | loss: 0.0311443 | val_loss: 0.0311717 | Time: 1758.62 ms [2021-05-13 04:37:15 main:574] : INFO : Epoch 1695 | loss: 0.0311478 | val_loss: 0.0311726 | Time: 1743.95 ms [2021-05-13 04:37:17 main:574] : INFO : Epoch 1696 | loss: 0.0311438 | val_loss: 0.0311855 | Time: 1758.74 ms [2021-05-13 04:37:19 main:574] : INFO : Epoch 1697 | loss: 0.0311426 | val_loss: 0.0311755 | Time: 1748.19 ms [2021-05-13 04:37:20 main:574] : INFO : Epoch 1698 | loss: 0.0311416 | val_loss: 0.0311737 | Time: 1755.03 ms [2021-05-13 04:37:22 main:574] : INFO : Epoch 1699 | loss: 0.0311388 | val_loss: 0.0311789 | Time: 1750.26 ms [2021-05-13 04:37:24 main:574] : INFO : Epoch 1700 | loss: 0.0311395 | val_loss: 0.0311741 | Time: 1746.27 ms [2021-05-13 04:37:26 main:574] : INFO : Epoch 1701 | loss: 0.0311393 | val_loss: 0.031173 | Time: 1737.28 ms [2021-05-13 04:37:27 main:574] : INFO : Epoch 1702 | loss: 0.0311388 | val_loss: 0.0311739 | Time: 1755.68 ms [2021-05-13 04:37:29 main:574] : INFO : Epoch 1703 | loss: 0.0311372 | val_loss: 0.0311739 | Time: 1753.71 ms [2021-05-13 04:37:31 main:574] : INFO : Epoch 1704 | loss: 0.0311385 | val_loss: 0.031174 | Time: 1753.11 ms [2021-05-13 04:37:33 main:574] : INFO : Epoch 1705 | loss: 0.0311384 | val_loss: 0.0311717 | Time: 1743.43 ms [2021-05-13 04:37:34 main:574] : INFO : Epoch 1706 | loss: 0.0311456 | val_loss: 0.031177 | Time: 1749.95 ms [2021-05-13 04:37:36 main:574] : INFO : Epoch 1707 | loss: 0.0311443 | val_loss: 0.0311746 | Time: 1738.32 ms [2021-05-13 04:37:38 main:574] : INFO : Epoch 1708 | loss: 0.0311466 | val_loss: 0.0311713 | Time: 1733.4 ms [2021-05-13 04:37:40 main:574] : INFO : Epoch 1709 | loss: 0.0311468 | val_loss: 0.0311744 | Time: 1759.07 ms [2021-05-13 04:37:41 main:574] : INFO : Epoch 1710 | loss: 0.0311457 | val_loss: 0.0311731 | Time: 1743.43 ms [2021-05-13 04:37:43 main:574] : INFO : Epoch 1711 | loss: 0.0311455 | val_loss: 0.0311691 | Time: 1741.88 ms [2021-05-13 04:37:45 main:574] : INFO : Epoch 1712 | loss: 0.0311437 | val_loss: 0.0311708 | Time: 1746.17 ms [2021-05-13 04:37:47 main:574] : INFO : Epoch 1713 | loss: 0.0311464 | val_loss: 0.03117 | Time: 1741.46 ms [2021-05-13 04:37:48 main:574] : INFO : Epoch 1714 | loss: 0.0311438 | val_loss: 0.0311723 | Time: 1753.58 ms [2021-05-13 04:37:50 main:574] : INFO : Epoch 1715 | loss: 0.0311415 | val_loss: 0.0311828 | Time: 1744.73 ms [2021-05-13 04:37:52 main:574] : INFO : Epoch 1716 | loss: 0.0311441 | val_loss: 0.0311751 | Time: 1747.79 ms [2021-05-13 04:37:54 main:574] : INFO : Epoch 1717 | loss: 0.0311444 | val_loss: 0.0311761 | Time: 1762.21 ms [2021-05-13 04:37:55 main:574] : INFO : Epoch 1718 | loss: 0.0311431 | val_loss: 0.0311734 | Time: 1742.32 ms [2021-05-13 04:37:57 main:574] : INFO : Epoch 1719 | loss: 0.0311431 | val_loss: 0.0311714 | Time: 1755.77 ms [2021-05-13 04:37:59 main:574] : INFO : Epoch 1720 | loss: 0.0311431 | val_loss: 0.0311749 | Time: 1750.61 ms [2021-05-13 04:38:01 main:574] : INFO : Epoch 1721 | loss: 0.0311421 | val_loss: 0.0311758 | Time: 1752.77 ms [2021-05-13 04:38:02 main:574] : INFO : Epoch 1722 | loss: 0.0311448 | val_loss: 0.0311807 | Time: 1758.92 ms [2021-05-13 04:38:04 main:574] : INFO : Epoch 1723 | loss: 0.0311543 | val_loss: 0.03118 | Time: 1754.27 ms [2021-05-13 04:38:06 main:574] : INFO : Epoch 1724 | loss: 0.0311575 | val_loss: 0.0311764 | Time: 1744.5 ms [2021-05-13 04:38:08 main:574] : INFO : Epoch 1725 | loss: 0.0311594 | val_loss: 0.0311755 | Time: 1742.16 ms [2021-05-13 04:38:09 main:574] : INFO : Epoch 1726 | loss: 0.0311681 | val_loss: 0.0311704 | Time: 1743.28 ms [2021-05-13 04:38:11 main:574] : INFO : Epoch 1727 | loss: 0.0311626 | val_loss: 0.0311767 | Time: 1759.88 ms [2021-05-13 04:38:13 main:574] : INFO : Epoch 1728 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 1744.08 ms [2021-05-13 04:38:15 main:574] : INFO : Epoch 1729 | loss: 0.0311624 | val_loss: 0.0311794 | Time: 1744.8 ms [2021-05-13 04:38:16 main:574] : INFO : Epoch 1730 | loss: 0.0311673 | val_loss: 0.0311731 | Time: 1755.29 ms [2021-05-13 04:38:18 main:574] : INFO : Epoch 1731 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 1746.49 ms [2021-05-13 04:38:20 main:574] : INFO : Epoch 1732 | loss: 0.0311604 | val_loss: 0.0311702 | Time: 1746.57 ms [2021-05-13 04:38:22 main:574] : INFO : Epoch 1733 | loss: 0.0311563 | val_loss: 0.0311671 | Time: 1740.84 ms [2021-05-13 04:38:23 main:574] : INFO : Epoch 1734 | loss: 0.0311566 | val_loss: 0.0311731 | Time: 1746.5 ms [2021-05-13 04:38:25 main:574] : INFO : Epoch 1735 | loss: 0.0311648 | val_loss: 0.0311711 | Time: 1746.55 ms [2021-05-13 04:38:27 main:574] : INFO : Epoch 1736 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 1742.54 ms [2021-05-13 04:38:29 main:574] : INFO : Epoch 1737 | loss: 0.0311611 | val_loss: 0.0311681 | Time: 1748.07 ms [2021-05-13 04:38:31 main:574] : INFO : Epoch 1738 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 1758.01 ms [2021-05-13 04:38:32 main:574] : INFO : Epoch 1739 | loss: 0.0311572 | val_loss: 0.0311723 | Time: 1746.47 ms [2021-05-13 04:38:34 main:574] : INFO : Epoch 1740 | loss: 0.0311583 | val_loss: 0.0311696 | Time: 1749.56 ms [2021-05-13 04:38:36 main:574] : INFO : Epoch 1741 | loss: 0.0311545 | val_loss: 0.0311674 | Time: 1761.89 ms [2021-05-13 04:38:38 main:574] : INFO : Epoch 1742 | loss: 0.0311532 | val_loss: 0.031167 | Time: 1745.31 ms [2021-05-13 04:38:39 main:574] : INFO : Epoch 1743 | loss: 0.0311527 | val_loss: 0.0311656 | Time: 1740.78 ms [2021-05-13 04:38:41 main:574] : INFO : Epoch 1744 | loss: 0.0311517 | val_loss: 0.0311652 | Time: 1745.61 ms [2021-05-13 04:38:43 main:574] : INFO : Epoch 1745 | loss: 0.0311502 | val_loss: 0.0311668 | Time: 1745.63 ms [2021-05-13 04:38:45 main:574] : INFO : Epoch 1746 | loss: 0.0311516 | val_loss: 0.0311672 | Time: 1763.43 ms [2021-05-13 04:38:46 main:574] : INFO : Epoch 1747 | loss: 0.0311527 | val_loss: 0.0311728 | Time: 1758.59 ms [2021-05-13 04:38:48 main:574] : INFO : Epoch 1748 | loss: 0.0311517 | val_loss: 0.0311654 | Time: 1740.66 ms [2021-05-13 04:38:50 main:574] : INFO : Epoch 1749 | loss: 0.0311485 | val_loss: 0.0311667 | Time: 1744.13 ms [2021-05-13 04:38:52 main:574] : INFO : Epoch 1750 | loss: 0.0311499 | val_loss: 0.0311661 | Time: 1736.43 ms [2021-05-13 04:38:53 main:574] : INFO : Epoch 1751 | loss: 0.0311523 | val_loss: 0.0311681 | Time: 1748.89 ms [2021-05-13 04:38:55 main:574] : INFO : Epoch 1752 | loss: 0.0311495 | val_loss: 0.0311683 | Time: 1756.26 ms [2021-05-13 04:38:57 main:574] : INFO : Epoch 1753 | loss: 0.0311522 | val_loss: 0.0311738 | Time: 1749.9 ms [2021-05-13 04:38:59 main:574] : INFO : Epoch 1754 | loss: 0.0311516 | val_loss: 0.031167 | Time: 1750.68 ms [2021-05-13 04:39:00 main:574] : INFO : Epoch 1755 | loss: 0.03115 | val_loss: 0.031167 | Time: 1742.85 ms [2021-05-13 04:39:02 main:574] : INFO : Epoch 1756 | loss: 0.0311493 | val_loss: 0.0311719 | Time: 1746.73 ms [2021-05-13 04:39:04 main:574] : INFO : Epoch 1757 | loss: 0.031153 | val_loss: 0.0311707 | Time: 1756.48 ms [2021-05-13 04:39:06 main:574] : INFO : Epoch 1758 | loss: 0.0311526 | val_loss: 0.0311684 | Time: 1744.76 ms [2021-05-13 04:39:07 main:574] : INFO : Epoch 1759 | loss: 0.0311524 | val_loss: 0.0311642 | Time: 1743.83 ms [2021-05-13 04:39:09 main:574] : INFO : Epoch 1760 | loss: 0.031148 | val_loss: 0.0311696 | Time: 1748.43 ms [2021-05-13 04:39:11 main:574] : INFO : Epoch 1761 | loss: 0.0311488 | val_loss: 0.0311707 | Time: 1746.17 ms [2021-05-13 04:39:13 main:574] : INFO : Epoch 1762 | loss: 0.0311495 | val_loss: 0.0311723 | Time: 1747.19 ms [2021-05-13 04:39:14 main:574] : INFO : Epoch 1763 | loss: 0.031148 | val_loss: 0.0311714 | Time: 1757.66 ms [2021-05-13 04:39:16 main:574] : INFO : Epoch 1764 | loss: 0.031147 | val_loss: 0.0311697 | Time: 1756.34 ms [2021-05-13 04:39:18 main:574] : INFO : Epoch 1765 | loss: 0.0311474 | val_loss: 0.0311718 | Time: 1741.75 ms [2021-05-13 04:39:20 main:574] : INFO : Epoch 1766 | loss: 0.0311454 | val_loss: 0.0311742 | Time: 1758.22 ms [2021-05-13 04:39:21 main:574] : INFO : Epoch 1767 | loss: 0.031149 | val_loss: 0.0311713 | Time: 1742.68 ms [2021-05-13 04:39:23 main:574] : INFO : Epoch 1768 | loss: 0.0311496 | val_loss: 0.0311682 | Time: 1759.38 ms [2021-05-13 04:39:25 main:574] : INFO : Epoch 1769 | loss: 0.0311464 | val_loss: 0.0311742 | Time: 1762.95 ms [2021-05-13 04:39:27 main:574] : INFO : Epoch 1770 | loss: 0.0311457 | val_loss: 0.0311694 | Time: 1748.99 ms [2021-05-13 04:39:28 main:574] : INFO : Epoch 1771 | loss: 0.0311438 | val_loss: 0.0311696 | Time: 1752.46 ms [2021-05-13 04:39:30 main:574] : INFO : Epoch 1772 | loss: 0.0311449 | val_loss: 0.0311697 | Time: 1738.65 ms [2021-05-13 04:39:32 main:574] : INFO : Epoch 1773 | loss: 0.0311459 | val_loss: 0.0311716 | Time: 1748.57 ms [2021-05-13 04:39:34 main:574] : INFO : Epoch 1774 | loss: 0.0311477 | val_loss: 0.0311719 | Time: 1739.35 ms [2021-05-13 04:39:35 main:574] : INFO : Epoch 1775 | loss: 0.0311457 | val_loss: 0.0311691 | Time: 1747.73 ms [2021-05-13 04:39:37 main:574] : INFO : Epoch 1776 | loss: 0.031144 | val_loss: 0.0311739 | Time: 1735.42 ms [2021-05-13 04:39:39 main:574] : INFO : Epoch 1777 | loss: 0.0311461 | val_loss: 0.0311679 | Time: 1745.7 ms [2021-05-13 04:39:41 main:574] : INFO : Epoch 1778 | loss: 0.0311468 | val_loss: 0.03117 | Time: 1745.51 ms [2021-05-13 04:39:42 main:574] : INFO : Epoch 1779 | loss: 0.0311485 | val_loss: 0.0311741 | Time: 1744.65 ms [2021-05-13 04:39:44 main:574] : INFO : Epoch 1780 | loss: 0.03115 | val_loss: 0.0311678 | Time: 1743.2 ms [2021-05-13 04:39:46 main:574] : INFO : Epoch 1781 | loss: 0.0311477 | val_loss: 0.0311645 | Time: 1733.96 ms [2021-05-13 04:39:48 main:574] : INFO : Epoch 1782 | loss: 0.0311491 | val_loss: 0.0311682 | Time: 1751.29 ms [2021-05-13 04:39:49 main:574] : INFO : Epoch 1783 | loss: 0.0311472 | val_loss: 0.0311655 | Time: 1744.73 ms [2021-05-13 04:39:51 main:574] : INFO : Epoch 1784 | loss: 0.0311461 | val_loss: 0.0311679 | Time: 1738.95 ms [2021-05-13 04:39:53 main:574] : INFO : Epoch 1785 | loss: 0.0311476 | val_loss: 0.0311675 | Time: 1749.07 ms [2021-05-13 04:39:55 main:574] : INFO : Epoch 1786 | loss: 0.0311485 | val_loss: 0.0311651 | Time: 1741.18 ms [2021-05-13 04:39:56 main:574] : INFO : Epoch 1787 | loss: 0.0311508 | val_loss: 0.031181 | Time: 1760.53 ms [2021-05-13 04:39:58 main:574] : INFO : Epoch 1788 | loss: 0.0311516 | val_loss: 0.0311744 | Time: 1754.69 ms [2021-05-13 04:40:00 main:574] : INFO : Epoch 1789 | loss: 0.0311487 | val_loss: 0.0311687 | Time: 1751.38 ms [2021-05-13 04:40:02 main:574] : INFO : Epoch 1790 | loss: 0.0311466 | val_loss: 0.0311645 | Time: 1746.74 ms [2021-05-13 04:40:03 main:574] : INFO : Epoch 1791 | loss: 0.0311453 | val_loss: 0.0311677 | Time: 1751.98 ms [2021-05-13 04:40:05 main:574] : INFO : Epoch 1792 | loss: 0.0311465 | val_loss: 0.0311673 | Time: 1742.29 ms [2021-05-13 04:40:07 main:574] : INFO : Epoch 1793 | loss: 0.031143 | val_loss: 0.0311733 | Time: 1747.11 ms [2021-05-13 04:40:09 main:574] : INFO : Epoch 1794 | loss: 0.0311452 | val_loss: 0.0311659 | Time: 1743.7 ms [2021-05-13 04:40:10 main:574] : INFO : Epoch 1795 | loss: 0.0311465 | val_loss: 0.0311705 | Time: 1757.91 ms [2021-05-13 04:40:12 main:574] : INFO : Epoch 1796 | loss: 0.0311453 | val_loss: 0.031171 | Time: 1745 ms [2021-05-13 04:40:14 main:574] : INFO : Epoch 1797 | loss: 0.0311478 | val_loss: 0.0311664 | Time: 1748.48 ms [2021-05-13 04:40:16 main:574] : INFO : Epoch 1798 | loss: 0.0311455 | val_loss: 0.0311685 | Time: 1747.35 ms [2021-05-13 04:40:17 main:574] : INFO : Epoch 1799 | loss: 0.0311446 | val_loss: 0.0311702 | Time: 1749.78 ms [2021-05-13 04:40:19 main:574] : INFO : Epoch 1800 | loss: 0.0311434 | val_loss: 0.0311688 | Time: 1744.69 ms [2021-05-13 04:40:21 main:574] : INFO : Epoch 1801 | loss: 0.0311478 | val_loss: 0.0311793 | Time: 1754.06 ms [2021-05-13 04:40:23 main:574] : INFO : Epoch 1802 | loss: 0.0311469 | val_loss: 0.0311688 | Time: 1747.41 ms [2021-05-13 04:40:24 main:574] : INFO : Epoch 1803 | loss: 0.0311423 | val_loss: 0.0311658 | Time: 1738.59 ms [2021-05-13 04:40:26 main:574] : INFO : Epoch 1804 | loss: 0.0311426 | val_loss: 0.0311698 | Time: 1760.39 ms [2021-05-13 04:40:28 main:574] : INFO : Epoch 1805 | loss: 0.0311419 | val_loss: 0.0311688 | Time: 1738.74 ms [2021-05-13 04:40:30 main:574] : INFO : Epoch 1806 | loss: 0.0311431 | val_loss: 0.0311691 | Time: 1748.66 ms [2021-05-13 04:40:31 main:574] : INFO : Epoch 1807 | loss: 0.0311406 | val_loss: 0.0311669 | Time: 1734.78 ms [2021-05-13 04:40:33 main:574] : INFO : Epoch 1808 | loss: 0.0311433 | val_loss: 0.0311668 | Time: 1736.59 ms [2021-05-13 04:40:35 main:574] : INFO : Epoch 1809 | loss: 0.0311431 | val_loss: 0.0311686 | Time: 1744.23 ms [2021-05-13 04:40:37 main:574] : INFO : Epoch 1810 | loss: 0.0311424 | val_loss: 0.0311681 | Time: 1738.8 ms [2021-05-13 04:40:38 main:574] : INFO : Epoch 1811 | loss: 0.0311412 | val_loss: 0.0311681 | Time: 1751.77 ms [2021-05-13 04:40:40 main:574] : INFO : Epoch 1812 | loss: 0.0311416 | val_loss: 0.031168 | Time: 1749.29 ms [2021-05-13 04:40:42 main:574] : INFO : Epoch 1813 | loss: 0.0311409 | val_loss: 0.0311701 | Time: 1770.46 ms [2021-05-13 04:40:44 main:574] : INFO : Epoch 1814 | loss: 0.0311417 | val_loss: 0.0311667 | Time: 1747.51 ms [2021-05-13 04:40:45 main:574] : INFO : Epoch 1815 | loss: 0.0311417 | val_loss: 0.0311645 | Time: 1743.92 ms [2021-05-13 04:40:47 main:574] : INFO : Epoch 1816 | loss: 0.031143 | val_loss: 0.0311684 | Time: 1740.97 ms [2021-05-13 04:40:49 main:574] : INFO : Epoch 1817 | loss: 0.0311443 | val_loss: 0.0311694 | Time: 1738.19 ms [2021-05-13 04:40:51 main:574] : INFO : Epoch 1818 | loss: 0.0311539 | val_loss: 0.0312235 | Time: 1748.68 ms [2021-05-13 04:40:52 main:574] : INFO : Epoch 1819 | loss: 0.0314682 | val_loss: 0.0673861 | Time: 1740.94 ms [2021-05-13 04:40:54 main:574] : INFO : Epoch 1820 | loss: 0.0454687 | val_loss: 0.0363316 | Time: 1768.41 ms [2021-05-13 04:40:56 main:574] : INFO : Epoch 1821 | loss: 0.033855 | val_loss: 0.0317221 | Time: 1749.98 ms [2021-05-13 04:40:58 main:574] : INFO : Epoch 1822 | loss: 0.031541 | val_loss: 0.0313277 | Time: 1741.22 ms [2021-05-13 04:40:59 main:574] : INFO : Epoch 1823 | loss: 0.0312982 | val_loss: 0.0312712 | Time: 1732.15 ms [2021-05-13 04:41:01 main:574] : INFO : Epoch 1824 | loss: 0.0312608 | val_loss: 0.0312529 | Time: 1745.86 ms [2021-05-13 04:41:03 main:574] : INFO : Epoch 1825 | loss: 0.031251 | val_loss: 0.0312471 | Time: 1749.74 ms [2021-05-13 04:41:05 main:574] : INFO : Epoch 1826 | loss: 0.0312453 | val_loss: 0.0312424 | Time: 1750.55 ms [2021-05-13 04:41:06 main:574] : INFO : Epoch 1827 | loss: 0.0312409 | val_loss: 0.0312377 | Time: 1732.92 ms [2021-05-13 04:41:08 main:574] : INFO : Epoch 1828 | loss: 0.0312359 | val_loss: 0.0312321 | Time: 1749.5 ms [2021-05-13 04:41:10 main:574] : INFO : Epoch 1829 | loss: 0.0312302 | val_loss: 0.0312257 | Time: 1746.88 ms [2021-05-13 04:41:12 main:574] : INFO : Epoch 1830 | loss: 0.0312234 | val_loss: 0.0312169 | Time: 1760.72 ms [2021-05-13 04:41:13 main:574] : INFO : Epoch 1831 | loss: 0.0312131 | val_loss: 0.0312062 | Time: 1753.06 ms [2021-05-13 04:41:15 main:574] : INFO : Epoch 1832 | loss: 0.0312027 | val_loss: 0.0311972 | Time: 1758.58 ms [2021-05-13 04:41:17 main:574] : INFO : Epoch 1833 | loss: 0.0311939 | val_loss: 0.031189 | Time: 1757.43 ms [2021-05-13 04:41:19 main:574] : INFO : Epoch 1834 | loss: 0.0311874 | val_loss: 0.0311828 | Time: 1751.56 ms [2021-05-13 04:41:21 main:574] : INFO : Epoch 1835 | loss: 0.031182 | val_loss: 0.0311776 | Time: 1754.36 ms [2021-05-13 04:41:22 main:574] : INFO : Epoch 1836 | loss: 0.0311771 | val_loss: 0.0311749 | Time: 1754.75 ms [2021-05-13 04:41:24 main:574] : INFO : Epoch 1837 | loss: 0.0311727 | val_loss: 0.031172 | Time: 1739.52 ms [2021-05-13 04:41:26 main:574] : INFO : Epoch 1838 | loss: 0.0311699 | val_loss: 0.0311696 | Time: 1746.81 ms [2021-05-13 04:41:28 main:574] : INFO : Epoch 1839 | loss: 0.031168 | val_loss: 0.0311672 | Time: 1764.09 ms [2021-05-13 04:41:29 main:574] : INFO : Epoch 1840 | loss: 0.0311656 | val_loss: 0.0311672 | Time: 1738.24 ms [2021-05-13 04:41:31 main:574] : INFO : Epoch 1841 | loss: 0.0311639 | val_loss: 0.0311663 | Time: 1747.73 ms [2021-05-13 04:41:33 main:574] : INFO : Epoch 1842 | loss: 0.0311628 | val_loss: 0.0311653 | Time: 1755.72 ms [2021-05-13 04:41:35 main:574] : INFO : Epoch 1843 | loss: 0.0311612 | val_loss: 0.0311642 | Time: 1757.03 ms [2021-05-13 04:41:36 main:574] : INFO : Epoch 1844 | loss: 0.0311606 | val_loss: 0.031165 | Time: 1753.78 ms [2021-05-13 04:41:38 main:574] : INFO : Epoch 1845 | loss: 0.0311597 | val_loss: 0.0311646 | Time: 1731.68 ms [2021-05-13 04:41:40 main:574] : INFO : Epoch 1846 | loss: 0.0311596 | val_loss: 0.0311647 | Time: 1751.94 ms [2021-05-13 04:41:42 main:574] : INFO : Epoch 1847 | loss: 0.0311588 | val_loss: 0.0311639 | Time: 1739.16 ms [2021-05-13 04:41:43 main:574] : INFO : Epoch 1848 | loss: 0.0311578 | val_loss: 0.0311624 | Time: 1745.07 ms [2021-05-13 04:41:45 main:574] : INFO : Epoch 1849 | loss: 0.0311579 | val_loss: 0.0311647 | Time: 1755.57 ms [2021-05-13 04:41:47 main:574] : INFO : Epoch 1850 | loss: 0.0311579 | val_loss: 0.0311635 | Time: 1747.8 ms [2021-05-13 04:41:49 main:574] : INFO : Epoch 1851 | loss: 0.031156 | val_loss: 0.031163 | Time: 1757.7 ms [2021-05-13 04:41:50 main:574] : INFO : Epoch 1852 | loss: 0.031156 | val_loss: 0.0311634 | Time: 1752.06 ms [2021-05-13 04:41:52 main:574] : INFO : Epoch 1853 | loss: 0.0311561 | val_loss: 0.0311636 | Time: 1760.46 ms [2021-05-13 04:41:54 main:574] : INFO : Epoch 1854 | loss: 0.0311549 | val_loss: 0.0311628 | Time: 1741.12 ms [2021-05-13 04:41:56 main:574] : INFO : Epoch 1855 | loss: 0.0311536 | val_loss: 0.0311633 | Time: 1751.92 ms [2021-05-13 04:41:57 main:574] : INFO : Epoch 1856 | loss: 0.0311537 | val_loss: 0.0311633 | Time: 1745.98 ms [2021-05-13 04:41:59 main:574] : INFO : Epoch 1857 | loss: 0.031153 | val_loss: 0.0311634 | Time: 1745.65 ms [2021-05-13 04:42:01 main:574] : INFO : Epoch 1858 | loss: 0.0311531 | val_loss: 0.0311635 | Time: 1759.3 ms [2021-05-13 04:42:03 main:574] : INFO : Epoch 1859 | loss: 0.031154 | val_loss: 0.031163 | Time: 1742.69 ms [2021-05-13 04:42:04 main:574] : INFO : Epoch 1860 | loss: 0.0311521 | val_loss: 0.0311627 | Time: 1742.68 ms [2021-05-13 04:42:06 main:574] : INFO : Epoch 1861 | loss: 0.0311514 | val_loss: 0.0311625 | Time: 1733.54 ms [2021-05-13 04:42:08 main:574] : INFO : Epoch 1862 | loss: 0.0311507 | val_loss: 0.0311635 | Time: 1732.25 ms [2021-05-13 04:42:10 main:574] : INFO : Epoch 1863 | loss: 0.0311517 | val_loss: 0.0311617 | Time: 1745.97 ms [2021-05-13 04:42:11 main:574] : INFO : Epoch 1864 | loss: 0.0311518 | val_loss: 0.0311624 | Time: 1745.32 ms [2021-05-13 04:42:13 main:574] : INFO : Epoch 1865 | loss: 0.031153 | val_loss: 0.0311641 | Time: 1742.39 ms [2021-05-13 04:42:15 main:574] : INFO : Epoch 1866 | loss: 0.0311586 | val_loss: 0.0311656 | Time: 1755.48 ms [2021-05-13 04:42:17 main:574] : INFO : Epoch 1867 | loss: 0.0311582 | val_loss: 0.0311637 | Time: 1758.63 ms [2021-05-13 04:42:18 main:574] : INFO : Epoch 1868 | loss: 0.0311577 | val_loss: 0.0311623 | Time: 1750.01 ms [2021-05-13 04:42:20 main:574] : INFO : Epoch 1869 | loss: 0.0311563 | val_loss: 0.031162 | Time: 1754.48 ms [2021-05-13 04:42:22 main:574] : INFO : Epoch 1870 | loss: 0.0311555 | val_loss: 0.0311627 | Time: 1753.9 ms [2021-05-13 04:42:24 main:574] : INFO : Epoch 1871 | loss: 0.0311548 | val_loss: 0.0311622 | Time: 1755.76 ms [2021-05-13 04:42:25 main:574] : INFO : Epoch 1872 | loss: 0.0311534 | val_loss: 0.0311627 | Time: 1753.74 ms [2021-05-13 04:42:27 main:574] : INFO : Epoch 1873 | loss: 0.0311531 | val_loss: 0.0311644 | Time: 1760.2 ms [2021-05-13 04:42:29 main:574] : INFO : Epoch 1874 | loss: 0.0311527 | val_loss: 0.0311632 | Time: 1747.09 ms [2021-05-13 04:42:31 main:574] : INFO : Epoch 1875 | loss: 0.0311521 | val_loss: 0.0311643 | Time: 1745.17 ms [2021-05-13 04:42:32 main:574] : INFO : Epoch 1876 | loss: 0.0311515 | val_loss: 0.0311625 | Time: 1749.28 ms [2021-05-13 04:42:34 main:574] : INFO : Epoch 1877 | loss: 0.0311507 | val_loss: 0.0311619 | Time: 1748.96 ms [2021-05-13 04:42:36 main:574] : INFO : Epoch 1878 | loss: 0.0311503 | val_loss: 0.0311645 | Time: 1747.58 ms [2021-05-13 04:42:38 main:574] : INFO : Epoch 1879 | loss: 0.0311518 | val_loss: 0.0311631 | Time: 1757.12 ms [2021-05-13 04:42:39 main:574] : INFO : Epoch 1880 | loss: 0.0311516 | val_loss: 0.0311636 | Time: 1745.4 ms [2021-05-13 04:42:41 main:574] : INFO : Epoch 1881 | loss: 0.0311518 | val_loss: 0.0311653 | Time: 1740.83 ms [2021-05-13 04:42:43 main:574] : INFO : Epoch 1882 | loss: 0.0311513 | val_loss: 0.0311619 | Time: 1756.2 ms [2021-05-13 04:42:45 main:574] : INFO : Epoch 1883 | loss: 0.0311493 | val_loss: 0.0311621 | Time: 1754.23 ms [2021-05-13 04:42:46 main:574] : INFO : Epoch 1884 | loss: 0.031149 | val_loss: 0.0311635 | Time: 1753.5 ms [2021-05-13 04:42:48 main:574] : INFO : Epoch 1885 | loss: 0.0311494 | val_loss: 0.0311634 | Time: 1747.83 ms [2021-05-13 04:42:50 main:574] : INFO : Epoch 1886 | loss: 0.0311493 | val_loss: 0.0311625 | Time: 1734.98 ms [2021-05-13 04:42:52 main:574] : INFO : Epoch 1887 | loss: 0.0311495 | val_loss: 0.0311618 | Time: 1744.89 ms [2021-05-13 04:42:53 main:574] : INFO : Epoch 1888 | loss: 0.0311493 | val_loss: 0.0311621 | Time: 1750.47 ms [2021-05-13 04:42:55 main:574] : INFO : Epoch 1889 | loss: 0.0311483 | val_loss: 0.0311624 | Time: 1740.3 ms [2021-05-13 04:42:57 main:574] : INFO : Epoch 1890 | loss: 0.0311482 | val_loss: 0.0311617 | Time: 1755.67 ms [2021-05-13 04:42:59 main:574] : INFO : Epoch 1891 | loss: 0.0311489 | val_loss: 0.0311657 | Time: 1754.12 ms [2021-05-13 04:43:00 main:574] : INFO : Epoch 1892 | loss: 0.0311484 | val_loss: 0.0311627 | Time: 1752.26 ms [2021-05-13 04:43:02 main:574] : INFO : Epoch 1893 | loss: 0.0311477 | val_loss: 0.0311631 | Time: 1746.01 ms [2021-05-13 04:43:04 main:574] : INFO : Epoch 1894 | loss: 0.0311478 | val_loss: 0.0311624 | Time: 1759.09 ms [2021-05-13 04:43:06 main:574] : INFO : Epoch 1895 | loss: 0.0311468 | val_loss: 0.0311609 | Time: 1751.17 ms [2021-05-13 04:43:08 main:574] : INFO : Epoch 1896 | loss: 0.0311495 | val_loss: 0.0311626 | Time: 1745.61 ms [2021-05-13 04:43:09 main:574] : INFO : Epoch 1897 | loss: 0.031153 | val_loss: 0.0311633 | Time: 1751.54 ms [2021-05-13 04:43:11 main:574] : INFO : Epoch 1898 | loss: 0.0311524 | val_loss: 0.0311619 | Time: 1736.51 ms [2021-05-13 04:43:13 main:574] : INFO : Epoch 1899 | loss: 0.0311506 | val_loss: 0.0311608 | Time: 1748.57 ms [2021-05-13 04:43:15 main:574] : INFO : Epoch 1900 | loss: 0.0311503 | val_loss: 0.0311636 | Time: 1746.64 ms [2021-05-13 04:43:16 main:574] : INFO : Epoch 1901 | loss: 0.0311503 | val_loss: 0.0311668 | Time: 1756.28 ms [2021-05-13 04:43:18 main:574] : INFO : Epoch 1902 | loss: 0.0311492 | val_loss: 0.0311604 | Time: 1761.12 ms [2021-05-13 04:43:20 main:574] : INFO : Epoch 1903 | loss: 0.0311476 | val_loss: 0.0311609 | Time: 1746.63 ms [2021-05-13 04:43:22 main:574] : INFO : Epoch 1904 | loss: 0.0311488 | val_loss: 0.0311609 | Time: 1742.32 ms [2021-05-13 04:43:23 main:574] : INFO : Epoch 1905 | loss: 0.0311476 | val_loss: 0.0311607 | Time: 1751.06 ms [2021-05-13 04:43:25 main:574] : INFO : Epoch 1906 | loss: 0.0311494 | val_loss: 0.0311623 | Time: 1745.78 ms [2021-05-13 04:43:27 main:574] : INFO : Epoch 1907 | loss: 0.031147 | val_loss: 0.0311613 | Time: 1739.95 ms [2021-05-13 04:43:29 main:574] : INFO : Epoch 1908 | loss: 0.0311455 | val_loss: 0.0311609 | Time: 1745.37 ms [2021-05-13 04:43:30 main:574] : INFO : Epoch 1909 | loss: 0.031147 | val_loss: 0.0311632 | Time: 1741.82 ms [2021-05-13 04:43:32 main:574] : INFO : Epoch 1910 | loss: 0.0311483 | val_loss: 0.0311633 | Time: 1743.54 ms [2021-05-13 04:43:34 main:574] : INFO : Epoch 1911 | loss: 0.0311501 | val_loss: 0.0311618 | Time: 1753.6 ms [2021-05-13 04:43:36 main:574] : INFO : Epoch 1912 | loss: 0.0311461 | val_loss: 0.0311621 | Time: 1742.75 ms [2021-05-13 04:43:37 main:574] : INFO : Epoch 1913 | loss: 0.0311453 | val_loss: 0.0311616 | Time: 1737.51 ms [2021-05-13 04:43:39 main:574] : INFO : Epoch 1914 | loss: 0.0311446 | val_loss: 0.0311607 | Time: 1744.59 ms [2021-05-13 04:43:41 main:574] : INFO : Epoch 1915 | loss: 0.0311449 | val_loss: 0.0311613 | Time: 1761.11 ms [2021-05-13 04:43:43 main:574] : INFO : Epoch 1916 | loss: 0.0311453 | val_loss: 0.0311615 | Time: 1750.51 ms [2021-05-13 04:43:44 main:574] : INFO : Epoch 1917 | loss: 0.0311443 | val_loss: 0.031164 | Time: 1741.53 ms [2021-05-13 04:43:46 main:574] : INFO : Epoch 1918 | loss: 0.031145 | val_loss: 0.0311634 | Time: 1747.37 ms [2021-05-13 04:43:48 main:574] : INFO : Epoch 1919 | loss: 0.0311446 | val_loss: 0.0311624 | Time: 1750.4 ms [2021-05-13 04:43:50 main:574] : INFO : Epoch 1920 | loss: 0.0311442 | val_loss: 0.0311625 | Time: 1751.94 ms [2021-05-13 04:43:51 main:574] : INFO : Epoch 1921 | loss: 0.0311526 | val_loss: 0.0311642 | Time: 1753.27 ms [2021-05-13 04:43:53 main:574] : INFO : Epoch 1922 | loss: 0.0311571 | val_loss: 0.0311655 | Time: 1753.43 ms [2021-05-13 04:43:55 main:574] : INFO : Epoch 1923 | loss: 0.0311547 | val_loss: 0.0311639 | Time: 1759.7 ms [2021-05-13 04:43:57 main:574] : INFO : Epoch 1924 | loss: 0.0311541 | val_loss: 0.0311662 | Time: 1751.51 ms [2021-05-13 04:43:58 main:574] : INFO : Epoch 1925 | loss: 0.0311553 | val_loss: 0.0311662 | Time: 1740.44 ms [2021-05-13 04:44:00 main:574] : INFO : Epoch 1926 | loss: 0.0311514 | val_loss: 0.0311639 | Time: 1754.88 ms [2021-05-13 04:44:02 main:574] : INFO : Epoch 1927 | loss: 0.0311496 | val_loss: 0.0311643 | Time: 1762.99 ms [2021-05-13 04:44:04 main:574] : INFO : Epoch 1928 | loss: 0.0311498 | val_loss: 0.0311647 | Time: 1764.4 ms [2021-05-13 04:44:05 main:574] : INFO : Epoch 1929 | loss: 0.0311483 | val_loss: 0.0311652 | Time: 1752.66 ms [2021-05-13 04:44:07 main:574] : INFO : Epoch 1930 | loss: 0.0311474 | val_loss: 0.0311673 | Time: 1750.76 ms [2021-05-13 04:44:09 main:574] : INFO : Epoch 1931 | loss: 0.0311473 | val_loss: 0.0311667 | Time: 1759.21 ms [2021-05-13 04:44:11 main:574] : INFO : Epoch 1932 | loss: 0.0311477 | val_loss: 0.0311669 | Time: 1746.81 ms [2021-05-13 04:44:12 main:574] : INFO : Epoch 1933 | loss: 0.0311502 | val_loss: 0.0311701 | Time: 1750.87 ms [2021-05-13 04:44:14 main:574] : INFO : Epoch 1934 | loss: 0.0311499 | val_loss: 0.0311654 | Time: 1747.44 ms [2021-05-13 04:44:16 main:574] : INFO : Epoch 1935 | loss: 0.0311505 | val_loss: 0.0311666 | Time: 1757.03 ms [2021-05-13 04:44:18 main:574] : INFO : Epoch 1936 | loss: 0.0311493 | val_loss: 0.0311653 | Time: 1758.01 ms [2021-05-13 04:44:19 main:574] : INFO : Epoch 1937 | loss: 0.0311495 | val_loss: 0.0311637 | Time: 1737.84 ms [2021-05-13 04:44:21 main:574] : INFO : Epoch 1938 | loss: 0.0311535 | val_loss: 0.0311648 | Time: 1746.18 ms [2021-05-13 04:44:23 main:574] : INFO : Epoch 1939 | loss: 0.0311546 | val_loss: 0.0311606 | Time: 1750.33 ms [2021-05-13 04:44:25 main:574] : INFO : Epoch 1940 | loss: 0.0311513 | val_loss: 0.0311625 | Time: 1744.15 ms [2021-05-13 04:44:26 main:574] : INFO : Epoch 1941 | loss: 0.0311507 | val_loss: 0.031162 | Time: 1750.79 ms [2021-05-13 04:44:28 main:574] : INFO : Epoch 1942 | loss: 0.0311499 | val_loss: 0.0311617 | Time: 1750.61 ms [2021-05-13 04:44:30 main:574] : INFO : Epoch 1943 | loss: 0.0311474 | val_loss: 0.0311647 | Time: 1758.79 ms [2021-05-13 04:44:32 main:574] : INFO : Epoch 1944 | loss: 0.0311483 | val_loss: 0.0311638 | Time: 1755.43 ms [2021-05-13 04:44:33 main:574] : INFO : Epoch 1945 | loss: 0.0311494 | val_loss: 0.0311643 | Time: 1749.23 ms [2021-05-13 04:44:35 main:574] : INFO : Epoch 1946 | loss: 0.0311489 | val_loss: 0.0311692 | Time: 1748.63 ms [2021-05-13 04:44:37 main:574] : INFO : Epoch 1947 | loss: 0.0311478 | val_loss: 0.0311654 | Time: 1741.58 ms [2021-05-13 04:44:39 main:574] : INFO : Epoch 1948 | loss: 0.0311467 | val_loss: 0.0311687 | Time: 1737.89 ms [2021-05-13 04:44:40 main:574] : INFO : Epoch 1949 | loss: 0.0311493 | val_loss: 0.0311671 | Time: 1745.79 ms [2021-05-13 04:44:42 main:574] : INFO : Epoch 1950 | loss: 0.0311504 | val_loss: 0.0311643 | Time: 1748.06 ms [2021-05-13 04:44:44 main:574] : INFO : Epoch 1951 | loss: 0.031151 | val_loss: 0.0311657 | Time: 1745.74 ms [2021-05-13 04:44:46 main:574] : INFO : Epoch 1952 | loss: 0.0311501 | val_loss: 0.0311667 | Time: 1747.41 ms [2021-05-13 04:44:47 main:574] : INFO : Epoch 1953 | loss: 0.0311502 | val_loss: 0.0311642 | Time: 1746.92 ms [2021-05-13 04:44:49 main:574] : INFO : Epoch 1954 | loss: 0.0311481 | val_loss: 0.031165 | Time: 1749.95 ms [2021-05-13 04:44:51 main:574] : INFO : Epoch 1955 | loss: 0.0311483 | val_loss: 0.0311663 | Time: 1752.17 ms [2021-05-13 04:44:53 main:574] : INFO : Epoch 1956 | loss: 0.0311474 | val_loss: 0.031167 | Time: 1750.74 ms [2021-05-13 04:44:55 main:574] : INFO : Epoch 1957 | loss: 0.031148 | val_loss: 0.0311665 | Time: 1749.22 ms [2021-05-13 04:44:56 main:574] : INFO : Epoch 1958 | loss: 0.0311462 | val_loss: 0.0311662 | Time: 1741.88 ms [2021-05-13 04:44:58 main:574] : INFO : Epoch 1959 | loss: 0.0311454 | val_loss: 0.0311659 | Time: 1741.29 ms [2021-05-13 04:45:00 main:574] : INFO : Epoch 1960 | loss: 0.0311491 | val_loss: 0.0311674 | Time: 1741.31 ms [2021-05-13 04:45:01 main:574] : INFO : Epoch 1961 | loss: 0.0311513 | val_loss: 0.0311668 | Time: 1747.97 ms [2021-05-13 04:45:03 main:574] : INFO : Epoch 1962 | loss: 0.0311521 | val_loss: 0.0311704 | Time: 1738.83 ms [2021-05-13 04:45:05 main:574] : INFO : Epoch 1963 | loss: 0.0311522 | val_loss: 0.0311646 | Time: 1748.53 ms [2021-05-13 04:45:07 main:574] : INFO : Epoch 1964 | loss: 0.0311479 | val_loss: 0.031166 | Time: 1754.95 ms [2021-05-13 04:45:08 main:574] : INFO : Epoch 1965 | loss: 0.0311471 | val_loss: 0.0311644 | Time: 1742.81 ms [2021-05-13 04:45:10 main:574] : INFO : Epoch 1966 | loss: 0.0311486 | val_loss: 0.031165 | Time: 1750.96 ms [2021-05-13 04:45:12 main:574] : INFO : Epoch 1967 | loss: 0.0311485 | val_loss: 0.0311685 | Time: 1749.25 ms [2021-05-13 04:45:14 main:574] : INFO : Epoch 1968 | loss: 0.0311487 | val_loss: 0.0311688 | Time: 1747.42 ms [2021-05-13 04:45:16 main:574] : INFO : Epoch 1969 | loss: 0.0311466 | val_loss: 0.0311684 | Time: 1748.04 ms [2021-05-13 04:45:17 main:574] : INFO : Epoch 1970 | loss: 0.0311476 | val_loss: 0.031167 | Time: 1752.23 ms [2021-05-13 04:45:19 main:574] : INFO : Epoch 1971 | loss: 0.031149 | val_loss: 0.031165 | Time: 1737.82 ms [2021-05-13 04:45:21 main:574] : INFO : Epoch 1972 | loss: 0.0311481 | val_loss: 0.0311638 | Time: 1748.63 ms [2021-05-13 04:45:23 main:574] : INFO : Epoch 1973 | loss: 0.0311454 | val_loss: 0.0311659 | Time: 1753.38 ms [2021-05-13 04:45:24 main:574] : INFO : Epoch 1974 | loss: 0.0311456 | val_loss: 0.0311737 | Time: 1751.66 ms [2021-05-13 04:45:26 main:574] : INFO : Epoch 1975 | loss: 0.031146 | val_loss: 0.0311659 | Time: 1748.92 ms [2021-05-13 04:45:28 main:574] : INFO : Epoch 1976 | loss: 0.0311477 | val_loss: 0.0311645 | Time: 1756.76 ms [2021-05-13 04:45:30 main:574] : INFO : Epoch 1977 | loss: 0.0311464 | val_loss: 0.0311698 | Time: 1731.64 ms [2021-05-13 04:45:31 main:574] : INFO : Epoch 1978 | loss: 0.0311507 | val_loss: 0.0311671 | Time: 1747.8 ms [2021-05-13 04:45:33 main:574] : INFO : Epoch 1979 | loss: 0.0311526 | val_loss: 0.0311658 | Time: 1736.95 ms [2021-05-13 04:45:35 main:574] : INFO : Epoch 1980 | loss: 0.0311502 | val_loss: 0.0311707 | Time: 1751.27 ms [2021-05-13 04:45:37 main:574] : INFO : Epoch 1981 | loss: 0.0311518 | val_loss: 0.0311677 | Time: 1738.84 ms [2021-05-13 04:45:38 main:574] : INFO : Epoch 1982 | loss: 0.0311499 | val_loss: 0.031169 | Time: 1727.69 ms [2021-05-13 04:45:40 main:574] : INFO : Epoch 1983 | loss: 0.0311484 | val_loss: 0.0311652 | Time: 1744.68 ms [2021-05-13 04:45:42 main:574] : INFO : Epoch 1984 | loss: 0.0311496 | val_loss: 0.0311652 | Time: 1751.14 ms [2021-05-13 04:45:44 main:574] : INFO : Epoch 1985 | loss: 0.0311483 | val_loss: 0.0311664 | Time: 1751.45 ms [2021-05-13 04:45:45 main:574] : INFO : Epoch 1986 | loss: 0.0311495 | val_loss: 0.0311647 | Time: 1748.57 ms [2021-05-13 04:45:47 main:574] : INFO : Epoch 1987 | loss: 0.0311507 | val_loss: 0.0311645 | Time: 1743.4 ms [2021-05-13 04:45:49 main:574] : INFO : Epoch 1988 | loss: 0.0311573 | val_loss: 0.0311657 | Time: 1748.73 ms [2021-05-13 04:45:51 main:574] : INFO : Epoch 1989 | loss: 0.0311579 | val_loss: 0.0311644 | Time: 1743.29 ms [2021-05-13 04:45:52 main:574] : INFO : Epoch 1990 | loss: 0.0311559 | val_loss: 0.0311648 | Time: 1761.13 ms [2021-05-13 04:45:54 main:574] : INFO : Epoch 1991 | loss: 0.031154 | val_loss: 0.0311655 | Time: 1757.01 ms [2021-05-13 04:45:56 main:574] : INFO : Epoch 1992 | loss: 0.0311544 | val_loss: 0.0311662 | Time: 1747.41 ms [2021-05-13 04:45:58 main:574] : INFO : Epoch 1993 | loss: 0.0311534 | val_loss: 0.0311619 | Time: 1749.35 ms [2021-05-13 04:45:59 main:574] : INFO : Epoch 1994 | loss: 0.0311526 | val_loss: 0.0311643 | Time: 1742.55 ms [2021-05-13 04:46:01 main:574] : INFO : Epoch 1995 | loss: 0.0311507 | val_loss: 0.0311639 | Time: 1741.91 ms [2021-05-13 04:46:03 main:574] : INFO : Epoch 1996 | loss: 0.0311507 | val_loss: 0.0311655 | Time: 1748.57 ms [2021-05-13 04:46:05 main:574] : INFO : Epoch 1997 | loss: 0.0311496 | val_loss: 0.0311631 | Time: 1738.71 ms [2021-05-13 04:46:06 main:574] : INFO : Epoch 1998 | loss: 0.0311484 | val_loss: 0.0311644 | Time: 1746.15 ms [2021-05-13 04:46:08 main:574] : INFO : Epoch 1999 | loss: 0.0311485 | val_loss: 0.0311642 | Time: 1752.23 ms [2021-05-13 04:46:10 main:574] : INFO : Epoch 2000 | loss: 0.0311478 | val_loss: 0.0311658 | Time: 1746.3 ms [2021-05-13 04:46:12 main:574] : INFO : Epoch 2001 | loss: 0.0311468 | val_loss: 0.031166 | Time: 1751.72 ms [2021-05-13 04:46:13 main:574] : INFO : Epoch 2002 | loss: 0.0311484 | val_loss: 0.031165 | Time: 1743.89 ms [2021-05-13 04:46:15 main:574] : INFO : Epoch 2003 | loss: 0.0311487 | val_loss: 0.0311659 | Time: 1745.69 ms [2021-05-13 04:46:17 main:574] : INFO : Epoch 2004 | loss: 0.0311467 | val_loss: 0.0311656 | Time: 1746.5 ms [2021-05-13 04:46:19 main:574] : INFO : Epoch 2005 | loss: 0.0311454 | val_loss: 0.0311662 | Time: 1744.07 ms [2021-05-13 04:46:20 main:574] : INFO : Epoch 2006 | loss: 0.0311524 | val_loss: 0.031169 | Time: 1738.3 ms [2021-05-13 04:46:22 main:574] : INFO : Epoch 2007 | loss: 0.0311533 | val_loss: 0.0311679 | Time: 1750.65 ms [2021-05-13 04:46:24 main:574] : INFO : Epoch 2008 | loss: 0.0311507 | val_loss: 0.0311633 | Time: 1751.64 ms [2021-05-13 04:46:26 main:574] : INFO : Epoch 2009 | loss: 0.031148 | val_loss: 0.0311658 | Time: 1751.47 ms [2021-05-13 04:46:27 main:574] : INFO : Epoch 2010 | loss: 0.0311479 | val_loss: 0.0311658 | Time: 1743.57 ms [2021-05-13 04:46:29 main:574] : INFO : Epoch 2011 | loss: 0.0311478 | val_loss: 0.0311665 | Time: 1741.08 ms [2021-05-13 04:46:31 main:574] : INFO : Epoch 2012 | loss: 0.0311483 | val_loss: 0.0311659 | Time: 1747.4 ms [2021-05-13 04:46:33 main:574] : INFO : Epoch 2013 | loss: 0.0311455 | val_loss: 0.0311642 | Time: 1753.17 ms [2021-05-13 04:46:34 main:574] : INFO : Epoch 2014 | loss: 0.0311457 | val_loss: 0.0311694 | Time: 1743.6 ms [2021-05-13 04:46:36 main:574] : INFO : Epoch 2015 | loss: 0.0311474 | val_loss: 0.0311657 | Time: 1749.39 ms [2021-05-13 04:46:38 main:574] : INFO : Epoch 2016 | loss: 0.0311483 | val_loss: 0.031167 | Time: 1742.17 ms [2021-05-13 04:46:40 main:574] : INFO : Epoch 2017 | loss: 0.0311458 | val_loss: 0.0311663 | Time: 1749.46 ms [2021-05-13 04:46:41 main:574] : INFO : Epoch 2018 | loss: 0.0311436 | val_loss: 0.0311688 | Time: 1752.95 ms [2021-05-13 04:46:43 main:574] : INFO : Epoch 2019 | loss: 0.0311464 | val_loss: 0.0311725 | Time: 1757.95 ms [2021-05-13 04:46:45 main:574] : INFO : Epoch 2020 | loss: 0.0311488 | val_loss: 0.0311668 | Time: 1759.49 ms [2021-05-13 04:46:47 main:574] : INFO : Epoch 2021 | loss: 0.0311494 | val_loss: 0.0311693 | Time: 1732.99 ms [2021-05-13 04:46:48 main:574] : INFO : Epoch 2022 | loss: 0.0311473 | val_loss: 0.0311692 | Time: 1750.45 ms [2021-05-13 04:46:50 main:574] : INFO : Epoch 2023 | loss: 0.0311457 | val_loss: 0.0311673 | Time: 1742.13 ms [2021-05-13 04:46:52 main:574] : INFO : Epoch 2024 | loss: 0.0311459 | val_loss: 0.031168 | Time: 1749.9 ms [2021-05-13 04:46:54 main:574] : INFO : Epoch 2025 | loss: 0.0311446 | val_loss: 0.0311783 | Time: 1754.33 ms [2021-05-13 04:46:55 main:574] : INFO : Epoch 2026 | loss: 0.0311455 | val_loss: 0.031168 | Time: 1740.45 ms [2021-05-13 04:46:57 main:574] : INFO : Epoch 2027 | loss: 0.0311431 | val_loss: 0.0311704 | Time: 1754.55 ms [2021-05-13 04:46:59 main:574] : INFO : Epoch 2028 | loss: 0.0311413 | val_loss: 0.0311744 | Time: 1753.3 ms [2021-05-13 04:47:01 main:574] : INFO : Epoch 2029 | loss: 0.0311411 | val_loss: 0.0311705 | Time: 1756.95 ms [2021-05-13 04:47:02 main:574] : INFO : Epoch 2030 | loss: 0.0311414 | val_loss: 0.0311706 | Time: 1751.3 ms [2021-05-13 04:47:04 main:574] : INFO : Epoch 2031 | loss: 0.031141 | val_loss: 0.0311721 | Time: 1754.93 ms [2021-05-13 04:47:06 main:574] : INFO : Epoch 2032 | loss: 0.0311403 | val_loss: 0.0311707 | Time: 1747.75 ms [2021-05-13 04:47:08 main:574] : INFO : Epoch 2033 | loss: 0.0311452 | val_loss: 0.0311699 | Time: 1756.09 ms [2021-05-13 04:47:09 main:574] : INFO : Epoch 2034 | loss: 0.031144 | val_loss: 0.0311717 | Time: 1735.01 ms [2021-05-13 04:47:11 main:574] : INFO : Epoch 2035 | loss: 0.0311448 | val_loss: 0.0311701 | Time: 1754.17 ms [2021-05-13 04:47:13 main:574] : INFO : Epoch 2036 | loss: 0.0311419 | val_loss: 0.0311704 | Time: 1753.55 ms [2021-05-13 04:47:15 main:574] : INFO : Epoch 2037 | loss: 0.0311413 | val_loss: 0.0311694 | Time: 1755.76 ms [2021-05-13 04:47:16 main:574] : INFO : Epoch 2038 | loss: 0.031141 | val_loss: 0.0311697 | Time: 1752.27 ms [2021-05-13 04:47:18 main:574] : INFO : Epoch 2039 | loss: 0.0311452 | val_loss: 0.0311694 | Time: 1747.66 ms [2021-05-13 04:47:20 main:574] : INFO : Epoch 2040 | loss: 0.0311432 | val_loss: 0.0311688 | Time: 1757.53 ms [2021-05-13 04:47:22 main:574] : INFO : Epoch 2041 | loss: 0.0311415 | val_loss: 0.0311679 | Time: 1742.72 ms [2021-05-13 04:47:23 main:574] : INFO : Epoch 2042 | loss: 0.0311417 | val_loss: 0.0311718 | Time: 1739.11 ms [2021-05-13 04:47:25 main:574] : INFO : Epoch 2043 | loss: 0.031143 | val_loss: 0.0311698 | Time: 1741.26 ms [2021-05-13 04:47:27 main:574] : INFO : Epoch 2044 | loss: 0.0311413 | val_loss: 0.031171 | Time: 1748.9 ms [2021-05-13 04:47:29 main:574] : INFO : Epoch 2045 | loss: 0.0311434 | val_loss: 0.0311681 | Time: 1743.76 ms [2021-05-13 04:47:30 main:574] : INFO : Epoch 2046 | loss: 0.0311411 | val_loss: 0.0311698 | Time: 1750.06 ms [2021-05-13 04:47:32 main:574] : INFO : Epoch 2047 | loss: 0.0311414 | val_loss: 0.0311785 | Time: 1746.53 ms [2021-05-13 04:47:34 main:574] : INFO : Epoch 2048 | loss: 0.0311442 | val_loss: 0.0311742 | Time: 1737.65 ms [2021-05-13 04:47:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311742 [2021-05-13 04:47:34 main:603] : INFO : Saving end state to config to file [2021-05-13 04:47:34 main:608] : INFO : Success, exiting.. 04:47:34 (5340): 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)