Task 5181244
| Name | ParityMachine-1619583903-21610-0_1 |
| Workunit | 3068782 |
| Created | 12 May 2021, 17:17:01 UTC |
| Sent | 12 May 2021, 19:40:18 UTC |
| Report deadline | 20 May 2021, 19:40:18 UTC |
| Received | 12 May 2021, 21:42:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 1 min 8 sec |
| CPU time | 1 hours 0 min 37 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> : INFO : Epoch 1542 | loss: 0.0311821 | val_loss: 0.0311777 | Time: 1792.41 ms [2021-05-12 16:28:44 main:574] : INFO : Epoch 1543 | loss: 0.0311805 | val_loss: 0.0311918 | Time: 1794.71 ms [2021-05-12 16:28:45 main:574] : INFO : Epoch 1544 | loss: 0.0311769 | val_loss: 0.0311772 | Time: 1785.97 ms [2021-05-12 16:28:47 main:574] : INFO : Epoch 1545 | loss: 0.0311771 | val_loss: 0.0311864 | Time: 1773.64 ms [2021-05-12 16:28:49 main:574] : INFO : Epoch 1546 | loss: 0.0311779 | val_loss: 0.0311809 | Time: 1783.07 ms [2021-05-12 16:28:51 main:574] : INFO : Epoch 1547 | loss: 0.0311789 | val_loss: 0.0311859 | Time: 1782.03 ms [2021-05-12 16:28:52 main:574] : INFO : Epoch 1548 | loss: 0.0311728 | val_loss: 0.0311764 | Time: 1783.96 ms [2021-05-12 16:28:54 main:574] : INFO : Epoch 1549 | loss: 0.0311761 | val_loss: 0.031178 | Time: 1780.06 ms [2021-05-12 16:28:56 main:574] : INFO : Epoch 1550 | loss: 0.0311715 | val_loss: 0.0311746 | Time: 1785.24 ms [2021-05-12 16:28:58 main:574] : INFO : Epoch 1551 | loss: 0.0311713 | val_loss: 0.0311744 | Time: 1801.11 ms [2021-05-12 16:29:00 main:574] : INFO : Epoch 1552 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 1784.6 ms [2021-05-12 16:29:01 main:574] : INFO : Epoch 1553 | loss: 0.0311707 | val_loss: 0.0311741 | Time: 1787.68 ms [2021-05-12 16:29:03 main:574] : INFO : Epoch 1554 | loss: 0.0311703 | val_loss: 0.0311729 | Time: 1778.75 ms [2021-05-12 16:29:05 main:574] : INFO : Epoch 1555 | loss: 0.031174 | val_loss: 0.0311728 | Time: 1778.28 ms [2021-05-12 16:29:07 main:574] : INFO : Epoch 1556 | loss: 0.0311691 | val_loss: 0.0311728 | Time: 1776.92 ms [2021-05-12 16:29:09 main:574] : INFO : Epoch 1557 | loss: 0.03117 | val_loss: 0.0311759 | Time: 1788.75 ms [2021-05-12 16:29:10 main:574] : INFO : Epoch 1558 | loss: 0.0311714 | val_loss: 0.0311752 | Time: 1791.94 ms [2021-05-12 16:29:12 main:574] : INFO : Epoch 1559 | loss: 0.0311729 | val_loss: 0.0311721 | Time: 1788.71 ms [2021-05-12 16:29:14 main:574] : INFO : Epoch 1560 | loss: 0.0311713 | val_loss: 0.0311726 | Time: 1774.37 ms [2021-05-12 16:29:16 main:574] : INFO : Epoch 1561 | loss: 0.0311695 | val_loss: 0.0311724 | Time: 1771.27 ms [2021-05-12 16:29:18 main:574] : INFO : Epoch 1562 | loss: 0.0311714 | val_loss: 0.0311709 | Time: 1769.04 ms [2021-05-12 16:29:19 main:574] : INFO : Epoch 1563 | loss: 0.0311699 | val_loss: 0.0311708 | Time: 1786.24 ms [2021-05-12 16:29:21 main:574] : INFO : Epoch 1564 | loss: 0.031167 | val_loss: 0.0311718 | Time: 1759.7 ms [2021-05-12 16:29:23 main:574] : INFO : Epoch 1565 | loss: 0.0311678 | val_loss: 0.0311739 | Time: 1788.22 ms [2021-05-12 16:29:25 main:574] : INFO : Epoch 1566 | loss: 0.031168 | val_loss: 0.0311743 | Time: 1771.12 ms [2021-05-12 16:29:26 main:574] : INFO : Epoch 1567 | loss: 0.0311687 | val_loss: 0.031172 | Time: 1785.62 ms [2021-05-12 16:29:28 main:574] : INFO : Epoch 1568 | loss: 0.0311675 | val_loss: 0.0311702 | Time: 1779.09 ms [2021-05-12 16:29:30 main:574] : INFO : Epoch 1569 | loss: 0.0311678 | val_loss: 0.0311694 | Time: 1794.71 ms [2021-05-12 16:29:32 main:574] : INFO : Epoch 1570 | loss: 0.0311664 | val_loss: 0.0311692 | Time: 1790.84 ms [2021-05-12 16:29:34 main:574] : INFO : Epoch 1571 | loss: 0.0311661 | val_loss: 0.0311687 | Time: 1779.88 ms [2021-05-12 16:29:35 main:574] : INFO : Epoch 1572 | loss: 0.0311652 | val_loss: 0.0311689 | Time: 1753.16 ms [2021-05-12 16:29:37 main:574] : INFO : Epoch 1573 | loss: 0.0311655 | val_loss: 0.0311688 | Time: 1782.45 ms [2021-05-12 16:29:39 main:574] : INFO : Epoch 1574 | loss: 0.0311651 | val_loss: 0.031169 | Time: 1787.06 ms [2021-05-12 16:29:41 main:574] : INFO : Epoch 1575 | loss: 0.031165 | val_loss: 0.0311697 | Time: 1783.72 ms [2021-05-12 16:29:42 main:574] : INFO : Epoch 1576 | loss: 0.0311652 | val_loss: 0.0311692 | Time: 1780.65 ms [2021-05-12 16:29:44 main:574] : INFO : Epoch 1577 | loss: 0.0311664 | val_loss: 0.0311684 | Time: 1793.52 ms [2021-05-12 16:29:46 main:574] : INFO : Epoch 1578 | loss: 0.0311659 | val_loss: 0.0311711 | Time: 1785.53 ms [2021-05-12 16:29:48 main:574] : INFO : Epoch 1579 | loss: 0.031167 | val_loss: 0.0311713 | Time: 1793.03 ms [2021-05-12 16:29:50 main:574] : INFO : Epoch 1580 | loss: 0.0311669 | val_loss: 0.0311677 | Time: 1772.43 ms [2021-05-12 16:29:51 main:574] : INFO : Epoch 1581 | loss: 0.0311655 | val_loss: 0.0311688 | Time: 1801.46 ms [2021-05-12 16:29:53 main:574] : INFO : Epoch 1582 | loss: 0.0311678 | val_loss: 0.0311687 | Time: 1784.04 ms [2021-05-12 16:29:55 main:574] : INFO : Epoch 1583 | loss: 0.0311716 | val_loss: 0.0311678 | Time: 1800.56 ms [2021-05-12 16:29:57 main:574] : INFO : Epoch 1584 | loss: 0.0311657 | val_loss: 0.0311674 | Time: 1795 ms [2021-05-12 16:29:59 main:574] : INFO : Epoch 1585 | loss: 0.0311635 | val_loss: 0.0311682 | Time: 1782.7 ms [2021-05-12 16:30:00 main:574] : INFO : Epoch 1586 | loss: 0.0311658 | val_loss: 0.0311675 | Time: 1794.01 ms [2021-05-12 16:30:02 main:574] : INFO : Epoch 1587 | loss: 0.0311675 | val_loss: 0.0311808 | Time: 1779.79 ms [2021-05-12 16:30:04 main:574] : INFO : Epoch 1588 | loss: 0.0311649 | val_loss: 0.0311669 | Time: 1773.03 ms [2021-05-12 16:30:06 main:574] : INFO : Epoch 1589 | loss: 0.0311628 | val_loss: 0.0311665 | Time: 1796.39 ms [2021-05-12 16:30:08 main:574] : INFO : Epoch 1590 | loss: 0.0311642 | val_loss: 0.0311675 | Time: 1778.14 ms [2021-05-12 16:30:09 main:574] : INFO : Epoch 1591 | loss: 0.0311642 | val_loss: 0.0311773 | Time: 1776.51 ms [2021-05-12 16:30:11 main:574] : INFO : Epoch 1592 | loss: 0.0311643 | val_loss: 0.0311684 | Time: 1791.68 ms [2021-05-12 16:30:13 main:574] : INFO : Epoch 1593 | loss: 0.0311637 | val_loss: 0.0311663 | Time: 1782.61 ms [2021-05-12 16:30:15 main:574] : INFO : Epoch 1594 | loss: 0.0311639 | val_loss: 0.0311661 | Time: 1755.54 ms [2021-05-12 16:30:17 main:574] : INFO : Epoch 1595 | loss: 0.0311635 | val_loss: 0.0311806 | Time: 1786.33 ms [2021-05-12 16:30:18 main:574] : INFO : Epoch 1596 | loss: 0.0311649 | val_loss: 0.0311755 | Time: 1766.89 ms [2021-05-12 16:30:20 main:574] : INFO : Epoch 1597 | loss: 0.0311642 | val_loss: 0.0311669 | Time: 1758.18 ms [2021-05-12 16:30:22 main:574] : INFO : Epoch 1598 | loss: 0.0311627 | val_loss: 0.0311687 | Time: 1774.98 ms [2021-05-12 16:30:24 main:574] : INFO : Epoch 1599 | loss: 0.0311621 | val_loss: 0.031171 | Time: 1782.22 ms [2021-05-12 16:30:25 main:574] : INFO : Epoch 1600 | loss: 0.0311651 | val_loss: 0.0311696 | Time: 1774.64 ms [2021-05-12 16:30:27 main:574] : INFO : Epoch 1601 | loss: 0.031164 | val_loss: 0.0311707 | Time: 1782.17 ms [2021-05-12 16:30:29 main:574] : INFO : Epoch 1602 | loss: 0.0311608 | val_loss: 0.0311659 | Time: 1773.41 ms [2021-05-12 16:30:31 main:574] : INFO : Epoch 1603 | loss: 0.0311593 | val_loss: 0.0311652 | Time: 1790.32 ms [2021-05-12 16:30:33 main:574] : INFO : Epoch 1604 | loss: 0.0311624 | val_loss: 0.031172 | Time: 1779.2 ms [2021-05-12 16:30:34 main:574] : INFO : Epoch 1605 | loss: 0.0311612 | val_loss: 0.0311654 | Time: 1778.1 ms [2021-05-12 16:30:36 main:574] : INFO : Epoch 1606 | loss: 0.031166 | val_loss: 0.0311673 | Time: 1778.65 ms [2021-05-12 16:30:38 main:574] : INFO : Epoch 1607 | loss: 0.031161 | val_loss: 0.0311656 | Time: 1785.84 ms [2021-05-12 16:30:40 main:574] : INFO : Epoch 1608 | loss: 0.0311588 | val_loss: 0.0311653 | Time: 1779.84 ms [2021-05-12 16:30:41 main:574] : INFO : Epoch 1609 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 1795.47 ms [2021-05-12 16:30:43 main:574] : INFO : Epoch 1610 | loss: 0.0311598 | val_loss: 0.0311676 | Time: 1775.56 ms [2021-05-12 16:30:45 main:574] : INFO : Epoch 1611 | loss: 0.0311595 | val_loss: 0.0311658 | Time: 1773.21 ms [2021-05-12 16:30:47 main:574] : INFO : Epoch 1612 | loss: 0.0311594 | val_loss: 0.0311775 | Time: 1780.43 ms [2021-05-12 16:30:49 main:574] : INFO : Epoch 1613 | loss: 0.0311687 | val_loss: 0.0311781 | Time: 1781.03 ms [2021-05-12 16:30:50 main:574] : INFO : Epoch 1614 | loss: 0.0311634 | val_loss: 0.0311652 | Time: 1784.11 ms [2021-05-12 16:30:52 main:574] : INFO : Epoch 1615 | loss: 0.0311585 | val_loss: 0.0311653 | Time: 1784.22 ms [2021-05-12 16:30:54 main:574] : INFO : Epoch 1616 | loss: 0.0311574 | val_loss: 0.0311651 | Time: 1766.65 ms [2021-05-12 16:30:56 main:574] : INFO : Epoch 1617 | loss: 0.0311586 | val_loss: 0.0311655 | Time: 1793.22 ms [2021-05-12 16:30:58 main:574] : INFO : Epoch 1618 | loss: 0.0311589 | val_loss: 0.0311652 | Time: 1765.8 ms [2021-05-12 16:30:59 main:574] : INFO : Epoch 1619 | loss: 0.0311585 | val_loss: 0.0311652 | Time: 1788.71 ms [2021-05-12 16:31:01 main:574] : INFO : Epoch 1620 | loss: 0.0311589 | val_loss: 0.0311649 | Time: 1782.67 ms [2021-05-12 16:31:03 main:574] : INFO : Epoch 1621 | loss: 0.0311588 | val_loss: 0.0311674 | Time: 1776.84 ms [2021-05-12 16:31:05 main:574] : INFO : Epoch 1622 | loss: 0.0311587 | val_loss: 0.0311712 | Time: 1775.08 ms [2021-05-12 16:31:06 main:574] : INFO : Epoch 1623 | loss: 0.0311625 | val_loss: 0.0311654 | Time: 1785.76 ms [2021-05-12 16:31:08 main:574] : INFO : Epoch 1624 | loss: 0.0311568 | val_loss: 0.031166 | Time: 1781.39 ms [2021-05-12 16:31:10 main:574] : INFO : Epoch 1625 | loss: 0.0311593 | val_loss: 0.031167 | Time: 1782.49 ms [2021-05-12 16:31:12 main:574] : INFO : Epoch 1626 | loss: 0.0311614 | val_loss: 0.0311675 | Time: 1786.46 ms [2021-05-12 16:31:14 main:574] : INFO : Epoch 1627 | loss: 0.0311609 | val_loss: 0.0311657 | Time: 1773.11 ms [2021-05-12 16:31:15 main:574] : INFO : Epoch 1628 | loss: 0.0311576 | val_loss: 0.0311658 | Time: 1773.71 ms [2021-05-12 16:31:17 main:574] : INFO : Epoch 1629 | loss: 0.0311569 | val_loss: 0.0311647 | Time: 1796.7 ms [2021-05-12 16:31:19 main:574] : INFO : Epoch 1630 | loss: 0.0311563 | val_loss: 0.0311655 | Time: 1780.13 ms [2021-05-12 16:31:21 main:574] : INFO : Epoch 1631 | loss: 0.0311551 | val_loss: 0.031167 | Time: 1765.38 ms [2021-05-12 16:31:23 main:574] : INFO : Epoch 1632 | loss: 0.0311588 | val_loss: 0.0311829 | Time: 1775.62 ms [2021-05-12 16:31:24 main:574] : INFO : Epoch 1633 | loss: 0.0311585 | val_loss: 0.0311654 | Time: 1772.49 ms [2021-05-12 16:31:26 main:574] : INFO : Epoch 1634 | loss: 0.0311562 | val_loss: 0.0311687 | Time: 1763.7 ms [2021-05-12 16:31:28 main:574] : INFO : Epoch 1635 | loss: 0.0311566 | val_loss: 0.0311675 | Time: 1792.94 ms [2021-05-12 16:31:30 main:574] : INFO : Epoch 1636 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 1774.55 ms [2021-05-12 16:31:31 main:574] : INFO : Epoch 1637 | loss: 0.0311567 | val_loss: 0.0311712 | Time: 1777.59 ms [2021-05-12 16:31:33 main:574] : INFO : Epoch 1638 | loss: 0.0311616 | val_loss: 0.0311695 | Time: 1776.03 ms [2021-05-12 16:31:35 main:574] : INFO : Epoch 1639 | loss: 0.0311551 | val_loss: 0.0311684 | Time: 1780.43 ms [2021-05-12 16:31:37 main:574] : INFO : Epoch 1640 | loss: 0.0311542 | val_loss: 0.0311692 | Time: 1770.07 ms [2021-05-12 16:31:39 main:574] : INFO : Epoch 1641 | loss: 0.0311551 | val_loss: 0.031166 | Time: 1783.79 ms [2021-05-12 16:31:40 main:574] : INFO : Epoch 1642 | loss: 0.0311541 | val_loss: 0.0311644 | Time: 1782.38 ms [2021-05-12 16:31:42 main:574] : INFO : Epoch 1643 | loss: 0.0311559 | val_loss: 0.0311712 | Time: 1768.85 ms [2021-05-12 16:31:44 main:574] : INFO : Epoch 1644 | loss: 0.0311552 | val_loss: 0.0311674 | Time: 1787.63 ms [2021-05-12 16:31:46 main:574] : INFO : Epoch 1645 | loss: 0.0311582 | val_loss: 0.0311688 | Time: 1779.78 ms [2021-05-12 16:31:47 main:574] : INFO : Epoch 1646 | loss: 0.0311568 | val_loss: 0.0311679 | Time: 1767.82 ms [2021-05-12 16:31:49 main:574] : INFO : Epoch 1647 | loss: 0.0311544 | val_loss: 0.0311673 | Time: 1787.19 ms [2021-05-12 16:31:51 main:574] : INFO : Epoch 1648 | loss: 0.0311532 | val_loss: 0.0311648 | Time: 1781.96 ms [2021-05-12 16:31:53 main:574] : INFO : Epoch 1649 | loss: 0.0311549 | val_loss: 0.0311669 | Time: 1780.99 ms [2021-05-12 16:31:55 main:574] : INFO : Epoch 1650 | loss: 0.0311568 | val_loss: 0.0311656 | Time: 1794.84 ms [2021-05-12 16:31:56 main:574] : INFO : Epoch 1651 | loss: 0.0311525 | val_loss: 0.0311657 | Time: 1779.72 ms [2021-05-12 16:31:58 main:574] : INFO : Epoch 1652 | loss: 0.0311526 | val_loss: 0.0311661 | Time: 1791.98 ms [2021-05-12 16:32:00 main:574] : INFO : Epoch 1653 | loss: 0.031153 | val_loss: 0.0311661 | Time: 1776.81 ms [2021-05-12 16:32:02 main:574] : INFO : Epoch 1654 | loss: 0.0311549 | val_loss: 0.0311675 | Time: 1803.77 ms [2021-05-12 16:32:04 main:574] : INFO : Epoch 1655 | loss: 0.0311528 | val_loss: 0.0311659 | Time: 1790.48 ms [2021-05-12 16:32:05 main:574] : INFO : Epoch 1656 | loss: 0.0311523 | val_loss: 0.0311709 | Time: 1780.49 ms [2021-05-12 16:32:07 main:574] : INFO : Epoch 1657 | loss: 0.0311576 | val_loss: 0.0311676 | Time: 1792.28 ms [2021-05-12 16:32:09 main:574] : INFO : Epoch 1658 | loss: 0.0311565 | val_loss: 0.0311646 | Time: 1799.76 ms [2021-05-12 16:32:11 main:574] : INFO : Epoch 1659 | loss: 0.0311534 | val_loss: 0.0311667 | Time: 1791.65 ms [2021-05-12 16:32:13 main:574] : INFO : Epoch 1660 | loss: 0.0311552 | val_loss: 0.0311708 | Time: 1763.11 ms [2021-05-12 16:32:14 main:574] : INFO : Epoch 1661 | loss: 0.0311515 | val_loss: 0.0311664 | Time: 1784.04 ms [2021-05-12 16:32:16 main:574] : INFO : Epoch 1662 | loss: 0.0311535 | val_loss: 0.0311662 | Time: 1768.71 ms [2021-05-12 16:32:18 main:574] : INFO : Epoch 1663 | loss: 0.0311567 | val_loss: 0.0311684 | Time: 1799.28 ms [2021-05-12 16:32:20 main:574] : INFO : Epoch 1664 | loss: 0.0311528 | val_loss: 0.0311669 | Time: 1791.99 ms [2021-05-12 16:32:22 main:574] : INFO : Epoch 1665 | loss: 0.0311505 | val_loss: 0.0311664 | Time: 1789.24 ms [2021-05-12 16:32:23 main:574] : INFO : Epoch 1666 | loss: 0.0311501 | val_loss: 0.0311686 | Time: 1785.58 ms [2021-05-12 16:32:25 main:574] : INFO : Epoch 1667 | loss: 0.0311514 | val_loss: 0.0311673 | Time: 1780.06 ms [2021-05-12 16:32:27 main:574] : INFO : Epoch 1668 | loss: 0.0311504 | val_loss: 0.0311688 | Time: 1785.92 ms [2021-05-12 16:32:29 main:574] : INFO : Epoch 1669 | loss: 0.0311512 | val_loss: 0.0311665 | Time: 1782.86 ms [2021-05-12 16:32:30 main:574] : INFO : Epoch 1670 | loss: 0.0311497 | val_loss: 0.0311655 | Time: 1777.8 ms [2021-05-12 16:32:32 main:574] : INFO : Epoch 1671 | loss: 0.0311494 | val_loss: 0.0311673 | Time: 1782.89 ms [2021-05-12 16:32:34 main:574] : INFO : Epoch 1672 | loss: 0.0311505 | val_loss: 0.0311668 | Time: 1772.27 ms [2021-05-12 16:32:36 main:574] : INFO : Epoch 1673 | loss: 0.0311535 | val_loss: 0.0311665 | Time: 1777.16 ms [2021-05-12 16:32:38 main:574] : INFO : Epoch 1674 | loss: 0.0311522 | val_loss: 0.031175 | Time: 1792.26 ms [2021-05-12 16:32:39 main:574] : INFO : Epoch 1675 | loss: 0.0311525 | val_loss: 0.0311668 | Time: 1783.55 ms [2021-05-12 16:32:41 main:574] : INFO : Epoch 1676 | loss: 0.0311507 | val_loss: 0.0311667 | Time: 1772.81 ms [2021-05-12 16:32:43 main:574] : INFO : Epoch 1677 | loss: 0.0311526 | val_loss: 0.0311673 | Time: 1768.39 ms [2021-05-12 16:32:45 main:574] : INFO : Epoch 1678 | loss: 0.031149 | val_loss: 0.0311718 | Time: 1779.31 ms [2021-05-12 16:32:46 main:574] : INFO : Epoch 1679 | loss: 0.0311576 | val_loss: 0.0311778 | Time: 1787.17 ms [2021-05-12 16:32:48 main:574] : INFO : Epoch 1680 | loss: 0.0311593 | val_loss: 0.0311931 | Time: 1785.72 ms [2021-05-12 16:32:50 main:574] : INFO : Epoch 1681 | loss: 0.031165 | val_loss: 0.0311791 | Time: 1796.92 ms [2021-05-12 16:32:52 main:574] : INFO : Epoch 1682 | loss: 0.0311564 | val_loss: 0.0311787 | Time: 1775.1 ms [2021-05-12 16:32:54 main:574] : INFO : Epoch 1683 | loss: 0.0311596 | val_loss: 0.0311753 | Time: 1762.06 ms [2021-05-12 16:32:55 main:574] : INFO : Epoch 1684 | loss: 0.0311504 | val_loss: 0.0311769 | Time: 1787.7 ms [2021-05-12 16:32:57 main:574] : INFO : Epoch 1685 | loss: 0.0311556 | val_loss: 0.0311724 | Time: 1768.58 ms [2021-05-12 16:32:59 main:574] : INFO : Epoch 1686 | loss: 0.0311522 | val_loss: 0.0311746 | Time: 1779.33 ms [2021-05-12 16:33:01 main:574] : INFO : Epoch 1687 | loss: 0.0311514 | val_loss: 0.0311703 | Time: 1794.63 ms [2021-05-12 16:33:03 main:574] : INFO : Epoch 1688 | loss: 0.0311517 | val_loss: 0.0311851 | Time: 1780.32 ms [2021-05-12 16:33:04 main:574] : INFO : Epoch 1689 | loss: 0.0311579 | val_loss: 0.0311685 | Time: 1774.55 ms [2021-05-12 16:33:06 main:574] : INFO : Epoch 1690 | loss: 0.0311518 | val_loss: 0.0311699 | Time: 1768.77 ms [2021-05-12 16:33:08 main:574] : INFO : Epoch 1691 | loss: 0.031151 | val_loss: 0.0311732 | Time: 1768.23 ms [2021-05-12 16:33:10 main:574] : INFO : Epoch 1692 | loss: 0.0311472 | val_loss: 0.0311669 | Time: 1782.61 ms [2021-05-12 16:33:11 main:574] : INFO : Epoch 1693 | loss: 0.0311469 | val_loss: 0.0311673 | Time: 1790.54 ms [2021-05-12 16:33:13 main:574] : INFO : Epoch 1694 | loss: 0.0311462 | val_loss: 0.0311688 | Time: 1770.34 ms [2021-05-12 16:33:15 main:574] : INFO : Epoch 1695 | loss: 0.0311481 | val_loss: 0.0311676 | Time: 1798.12 ms [2021-05-12 16:33:17 main:574] : INFO : Epoch 1696 | loss: 0.0311471 | val_loss: 0.0311677 | Time: 1799.51 ms [2021-05-12 16:33:19 main:574] : INFO : Epoch 1697 | loss: 0.0311496 | val_loss: 0.0311686 | Time: 1785.49 ms [2021-05-12 16:33:20 main:574] : INFO : Epoch 1698 | loss: 0.0311473 | val_loss: 0.0311687 | Time: 1774.51 ms [2021-05-12 16:33:22 main:574] : INFO : Epoch 1699 | loss: 0.0311499 | val_loss: 0.0311672 | Time: 1784.21 ms [2021-05-12 16:33:24 main:574] : INFO : Epoch 1700 | loss: 0.0311483 | val_loss: 0.0311719 | Time: 1784.39 ms [2021-05-12 16:33:26 main:574] : INFO : Epoch 1701 | loss: 0.0311483 | val_loss: 0.0311733 | Time: 1770.9 ms [2021-05-12 16:33:28 main:574] : INFO : Epoch 1702 | loss: 0.0311473 | val_loss: 0.0311728 | Time: 1793.4 ms [2021-05-12 16:33:29 main:574] : INFO : Epoch 1703 | loss: 0.0311488 | val_loss: 0.0311705 | Time: 1804.67 ms [2021-05-12 16:33:31 main:574] : INFO : Epoch 1704 | loss: 0.0311474 | val_loss: 0.0311711 | Time: 1789.07 ms [2021-05-12 16:33:33 main:574] : INFO : Epoch 1705 | loss: 0.0311454 | val_loss: 0.031169 | Time: 1786.18 ms [2021-05-12 16:33:35 main:574] : INFO : Epoch 1706 | loss: 0.031145 | val_loss: 0.031168 | Time: 1793.28 ms [2021-05-12 16:33:37 main:574] : INFO : Epoch 1707 | loss: 0.0311451 | val_loss: 0.0311684 | Time: 1775.14 ms [2021-05-12 16:33:38 main:574] : INFO : Epoch 1708 | loss: 0.0311457 | val_loss: 0.031175 | Time: 1767.17 ms [2021-05-12 16:33:40 main:574] : INFO : Epoch 1709 | loss: 0.0311515 | val_loss: 0.0311769 | Time: 1785.04 ms [2021-05-12 16:33:42 main:574] : INFO : Epoch 1710 | loss: 0.0311487 | val_loss: 0.0311718 | Time: 1775.08 ms [2021-05-12 16:33:44 main:574] : INFO : Epoch 1711 | loss: 0.0311473 | val_loss: 0.0311667 | Time: 1788.19 ms [2021-05-12 16:33:45 main:574] : INFO : Epoch 1712 | loss: 0.0311457 | val_loss: 0.0311681 | Time: 1792.8 ms [2021-05-12 16:33:47 main:574] : INFO : Epoch 1713 | loss: 0.0311452 | val_loss: 0.0311708 | Time: 1775.55 ms [2021-05-12 16:33:49 main:574] : INFO : Epoch 1714 | loss: 0.0311448 | val_loss: 0.0311678 | Time: 1786.88 ms [2021-05-12 16:33:51 main:574] : INFO : Epoch 1715 | loss: 0.0311438 | val_loss: 0.031169 | Time: 1793.89 ms [2021-05-12 16:33:53 main:574] : INFO : Epoch 1716 | loss: 0.0311432 | val_loss: 0.03117 | Time: 1779.49 ms [2021-05-12 16:33:54 main:574] : INFO : Epoch 1717 | loss: 0.0311462 | val_loss: 0.0311724 | Time: 1798.88 ms [2021-05-12 16:33:56 main:574] : INFO : Epoch 1718 | loss: 0.031147 | val_loss: 0.0311782 | Time: 1780.47 ms [2021-05-12 16:33:58 main:574] : INFO : Epoch 1719 | loss: 0.0311448 | val_loss: 0.0311694 | Time: 1770.16 ms [2021-05-12 16:34:00 main:574] : INFO : Epoch 1720 | loss: 0.031145 | val_loss: 0.0311716 | Time: 1800.31 ms [2021-05-12 16:34:02 main:574] : INFO : Epoch 1721 | loss: 0.0311472 | val_loss: 0.031182 | Time: 1798.69 ms [2021-05-12 16:34:03 main:574] : INFO : Epoch 1722 | loss: 0.0311469 | val_loss: 0.0311692 | Time: 1775.34 ms [2021-05-12 16:34:05 main:574] : INFO : Epoch 1723 | loss: 0.0311467 | val_loss: 0.0311709 | Time: 1794.98 ms [2021-05-12 16:34:07 main:574] : INFO : Epoch 1724 | loss: 0.0311427 | val_loss: 0.0311687 | Time: 1797.11 ms [2021-05-12 16:34:09 main:574] : INFO : Epoch 1725 | loss: 0.0311425 | val_loss: 0.0311726 | Time: 1783.77 ms [2021-05-12 16:34:11 main:574] : INFO : Epoch 1726 | loss: 0.0311452 | val_loss: 0.0311675 | Time: 1810.98 ms [2021-05-12 16:34:12 main:574] : INFO : Epoch 1727 | loss: 0.0311482 | val_loss: 0.0311701 | Time: 1761.17 ms [2021-05-12 16:34:14 main:574] : INFO : Epoch 1728 | loss: 0.0311423 | val_loss: 0.031167 | Time: 1786.86 ms [2021-05-12 16:34:16 main:574] : INFO : Epoch 1729 | loss: 0.0311431 | val_loss: 0.0311704 | Time: 1784.96 ms [2021-05-12 16:34:18 main:574] : INFO : Epoch 1730 | loss: 0.0311437 | val_loss: 0.0311705 | Time: 1783.35 ms [2021-05-12 16:34:20 main:574] : INFO : Epoch 1731 | loss: 0.0311469 | val_loss: 0.0311685 | Time: 1790.5 ms [2021-05-12 16:34:21 main:574] : INFO : Epoch 1732 | loss: 0.0311448 | val_loss: 0.0311822 | Time: 1785.23 ms [2021-05-12 16:34:23 main:574] : INFO : Epoch 1733 | loss: 0.0311469 | val_loss: 0.0311704 | Time: 1774.66 ms [2021-05-12 16:34:25 main:574] : INFO : Epoch 1734 | loss: 0.0311421 | val_loss: 0.0311728 | Time: 1776.23 ms [2021-05-12 16:34:27 main:574] : INFO : Epoch 1735 | loss: 0.0311437 | val_loss: 0.0311703 | Time: 1784.89 ms [2021-05-12 16:34:28 main:574] : INFO : Epoch 1736 | loss: 0.0311408 | val_loss: 0.0311707 | Time: 1783.87 ms [2021-05-12 16:34:30 main:574] : INFO : Epoch 1737 | loss: 0.0311433 | val_loss: 0.031173 | Time: 1790.89 ms [2021-05-12 16:34:32 main:574] : INFO : Epoch 1738 | loss: 0.0311434 | val_loss: 0.0311746 | Time: 1779.95 ms [2021-05-12 16:34:34 main:574] : INFO : Epoch 1739 | loss: 0.0311442 | val_loss: 0.0311714 | Time: 1758.94 ms [2021-05-12 16:34:36 main:574] : INFO : Epoch 1740 | loss: 0.0311399 | val_loss: 0.0311698 | Time: 1783.17 ms [2021-05-12 16:34:37 main:574] : INFO : Epoch 1741 | loss: 0.0311399 | val_loss: 0.031169 | Time: 1786.05 ms [2021-05-12 16:34:39 main:574] : INFO : Epoch 1742 | loss: 0.0311411 | val_loss: 0.0311708 | Time: 1764.45 ms [2021-05-12 16:34:41 main:574] : INFO : Epoch 1743 | loss: 0.0311396 | val_loss: 0.0311687 | Time: 1769.92 ms [2021-05-12 16:34:43 main:574] : INFO : Epoch 1744 | loss: 0.031144 | val_loss: 0.0311684 | Time: 1786.68 ms [2021-05-12 16:34:45 main:574] : INFO : Epoch 1745 | loss: 0.0311443 | val_loss: 0.0311801 | Time: 1774.31 ms [2021-05-12 16:34:46 main:574] : INFO : Epoch 1746 | loss: 0.0311465 | val_loss: 0.0311787 | Time: 1788.3 ms [2021-05-12 16:34:48 main:574] : INFO : Epoch 1747 | loss: 0.0311456 | val_loss: 0.0311747 | Time: 1777.49 ms [2021-05-12 16:34:50 main:574] : INFO : Epoch 1748 | loss: 0.0311425 | val_loss: 0.0311706 | Time: 1785.65 ms [2021-05-12 16:34:52 main:574] : INFO : Epoch 1749 | loss: 0.0311407 | val_loss: 0.0311697 | Time: 1798.31 ms [2021-05-12 16:34:53 main:574] : INFO : Epoch 1750 | loss: 0.0311414 | val_loss: 0.0311731 | Time: 1796.2 ms [2021-05-12 16:34:55 main:574] : INFO : Epoch 1751 | loss: 0.0311417 | val_loss: 0.0311683 | Time: 1789.83 ms [2021-05-12 16:34:57 main:574] : INFO : Epoch 1752 | loss: 0.0311417 | val_loss: 0.0311793 | Time: 1776.49 ms [2021-05-12 16:34:59 main:574] : INFO : Epoch 1753 | loss: 0.0311446 | val_loss: 0.0311716 | Time: 1799.91 ms [2021-05-12 16:35:01 main:574] : INFO : Epoch 1754 | loss: 0.0311438 | val_loss: 0.031167 | Time: 1786.79 ms [2021-05-12 16:35:02 main:574] : INFO : Epoch 1755 | loss: 0.0311407 | val_loss: 0.0311711 | Time: 1782.15 ms [2021-05-12 16:35:04 main:574] : INFO : Epoch 1756 | loss: 0.031142 | val_loss: 0.0311781 | Time: 1782.83 ms [2021-05-12 16:35:06 main:574] : INFO : Epoch 1757 | loss: 0.0311416 | val_loss: 0.0311808 | Time: 1770 ms [2021-05-12 16:35:08 main:574] : INFO : Epoch 1758 | loss: 0.0311452 | val_loss: 0.0311712 | Time: 1772.01 ms [2021-05-12 16:35:10 main:574] : INFO : Epoch 1759 | loss: 0.0311398 | val_loss: 0.0311698 | Time: 1793.34 ms [2021-05-12 16:35:11 main:574] : INFO : Epoch 1760 | loss: 0.0311398 | val_loss: 0.031166 | Time: 1778.83 ms [2021-05-12 16:35:13 main:574] : INFO : Epoch 1761 | loss: 0.0311401 | val_loss: 0.0311692 | Time: 1783.21 ms [2021-05-12 16:35:15 main:574] : INFO : Epoch 1762 | loss: 0.0311405 | val_loss: 0.0311803 | Time: 1792.74 ms [2021-05-12 16:35:17 main:574] : INFO : Epoch 1763 | loss: 0.0311452 | val_loss: 0.0311867 | Time: 1787.92 ms [2021-05-12 16:35:19 main:574] : INFO : Epoch 1764 | loss: 0.0311419 | val_loss: 0.0311764 | Time: 1796.84 ms [2021-05-12 16:35:20 main:574] : INFO : Epoch 1765 | loss: 0.031139 | val_loss: 0.0311712 | Time: 1780.7 ms [2021-05-12 16:35:22 main:574] : INFO : Epoch 1766 | loss: 0.0311369 | val_loss: 0.0311701 | Time: 1782.45 ms [2021-05-12 16:35:24 main:574] : INFO : Epoch 1767 | loss: 0.0311376 | val_loss: 0.0311715 | Time: 1776.77 ms [2021-05-12 16:35:26 main:574] : INFO : Epoch 1768 | loss: 0.0311387 | val_loss: 0.0311726 | Time: 1805.71 ms [2021-05-12 16:35:27 main:574] : INFO : Epoch 1769 | loss: 0.0311389 | val_loss: 0.0311686 | Time: 1791.69 ms [2021-05-12 16:35:29 main:574] : INFO : Epoch 1770 | loss: 0.0311371 | val_loss: 0.0311698 | Time: 1774.94 ms [2021-05-12 16:35:31 main:574] : INFO : Epoch 1771 | loss: 0.0311359 | val_loss: 0.0311714 | Time: 1767.34 ms [2021-05-12 16:35:33 main:574] : INFO : Epoch 1772 | loss: 0.0311364 | val_loss: 0.0311694 | Time: 1769.66 ms [2021-05-12 16:35:35 main:574] : INFO : Epoch 1773 | loss: 0.0311377 | val_loss: 0.0311675 | Time: 1785.28 ms [2021-05-12 16:35:36 main:574] : INFO : Epoch 1774 | loss: 0.0311365 | val_loss: 0.0311719 | Time: 1764.87 ms [2021-05-12 16:35:38 main:574] : INFO : Epoch 1775 | loss: 0.031138 | val_loss: 0.0311782 | Time: 1787.2 ms [2021-05-12 16:35:40 main:574] : INFO : Epoch 1776 | loss: 0.0311393 | val_loss: 0.0311781 | Time: 1778.71 ms [2021-05-12 16:35:42 main:574] : INFO : Epoch 1777 | loss: 0.0311387 | val_loss: 0.0311767 | Time: 1777.56 ms [2021-05-12 16:35:44 main:574] : INFO : Epoch 1778 | loss: 0.0311396 | val_loss: 0.0311684 | Time: 1769.49 ms [2021-05-12 16:35:45 main:574] : INFO : Epoch 1779 | loss: 0.0311404 | val_loss: 0.0311707 | Time: 1775.73 ms [2021-05-12 16:35:47 main:574] : INFO : Epoch 1780 | loss: 0.0311386 | val_loss: 0.0311717 | Time: 1783.24 ms [2021-05-12 16:35:49 main:574] : INFO : Epoch 1781 | loss: 0.0311364 | val_loss: 0.0311687 | Time: 1792.04 ms [2021-05-12 16:35:51 main:574] : INFO : Epoch 1782 | loss: 0.031138 | val_loss: 0.0311694 | Time: 1772.53 ms [2021-05-12 16:35:52 main:574] : INFO : Epoch 1783 | loss: 0.0311404 | val_loss: 0.0311737 | Time: 1782.23 ms [2021-05-12 16:35:54 main:574] : INFO : Epoch 1784 | loss: 0.0311372 | val_loss: 0.0311681 | Time: 1790.27 ms [2021-05-12 16:35:56 main:574] : INFO : Epoch 1785 | loss: 0.0311386 | val_loss: 0.0311683 | Time: 1781.24 ms [2021-05-12 16:35:58 main:574] : INFO : Epoch 1786 | loss: 0.0311374 | val_loss: 0.0311697 | Time: 1787.76 ms [2021-05-12 16:36:00 main:574] : INFO : Epoch 1787 | loss: 0.0311395 | val_loss: 0.0311735 | Time: 1802.33 ms [2021-05-12 16:36:01 main:574] : INFO : Epoch 1788 | loss: 0.0311413 | val_loss: 0.0311832 | Time: 1786.38 ms [2021-05-12 16:36:03 main:574] : INFO : Epoch 1789 | loss: 0.0311393 | val_loss: 0.0311743 | Time: 1761.29 ms [2021-05-12 16:36:05 main:574] : INFO : Epoch 1790 | loss: 0.0311338 | val_loss: 0.0311692 | Time: 1780.94 ms [2021-05-12 16:36:07 main:574] : INFO : Epoch 1791 | loss: 0.0311335 | val_loss: 0.0311693 | Time: 1779.68 ms [2021-05-12 16:36:09 main:574] : INFO : Epoch 1792 | loss: 0.0311339 | val_loss: 0.0311737 | Time: 1783.13 ms [2021-05-12 16:36:10 main:574] : INFO : Epoch 1793 | loss: 0.0311371 | val_loss: 0.0311718 | Time: 1762.07 ms [2021-05-12 16:36:12 main:574] : INFO : Epoch 1794 | loss: 0.0311362 | val_loss: 0.0311676 | Time: 1795.95 ms [2021-05-12 16:36:14 main:574] : INFO : Epoch 1795 | loss: 0.0311371 | val_loss: 0.0311728 | Time: 1791.33 ms [2021-05-12 16:36:16 main:574] : INFO : Epoch 1796 | loss: 0.0311358 | val_loss: 0.0311696 | Time: 1769.56 ms [2021-05-12 16:36:17 main:574] : INFO : Epoch 1797 | loss: 0.0311343 | val_loss: 0.0311729 | Time: 1784.49 ms [2021-05-12 16:36:19 main:574] : INFO : Epoch 1798 | loss: 0.0311363 | val_loss: 0.0311768 | Time: 1780.33 ms [2021-05-12 16:36:21 main:574] : INFO : Epoch 1799 | loss: 0.031141 | val_loss: 0.0311739 | Time: 1780.27 ms [2021-05-12 16:36:23 main:574] : INFO : Epoch 1800 | loss: 0.0311441 | val_loss: 0.0311714 | Time: 1762.71 ms [2021-05-12 16:36:25 main:574] : INFO : Epoch 1801 | loss: 0.0311379 | val_loss: 0.031173 | Time: 1799.8 ms [2021-05-12 16:36:26 main:574] : INFO : Epoch 1802 | loss: 0.0311404 | val_loss: 0.0311778 | Time: 1778.72 ms [2021-05-12 16:36:28 main:574] : INFO : Epoch 1803 | loss: 0.0311407 | val_loss: 0.0311716 | Time: 1767.75 ms [2021-05-12 16:36:30 main:574] : INFO : Epoch 1804 | loss: 0.0311345 | val_loss: 0.0311692 | Time: 1783.45 ms [2021-05-12 16:36:32 main:574] : INFO : Epoch 1805 | loss: 0.0311359 | val_loss: 0.0311797 | Time: 1777.33 ms [2021-05-12 16:36:34 main:574] : INFO : Epoch 1806 | loss: 0.0311341 | val_loss: 0.0311678 | Time: 1785.41 ms [2021-05-12 16:36:35 main:574] : INFO : Epoch 1807 | loss: 0.0311334 | val_loss: 0.0311668 | Time: 1789.8 ms [2021-05-12 16:36:37 main:574] : INFO : Epoch 1808 | loss: 0.0311346 | val_loss: 0.0311698 | Time: 1790.68 ms [2021-05-12 16:36:39 main:574] : INFO : Epoch 1809 | loss: 0.0311321 | val_loss: 0.0311701 | Time: 1775.61 ms [2021-05-12 16:36:41 main:574] : INFO : Epoch 1810 | loss: 0.0311326 | val_loss: 0.0311758 | Time: 1779.88 ms [2021-05-12 16:36:42 main:574] : INFO : Epoch 1811 | loss: 0.031134 | val_loss: 0.0311688 | Time: 1789.98 ms [2021-05-12 16:36:44 main:574] : INFO : Epoch 1812 | loss: 0.031136 | val_loss: 0.0311794 | Time: 1775.82 ms [2021-05-12 16:36:46 main:574] : INFO : Epoch 1813 | loss: 0.0311372 | val_loss: 0.0311706 | Time: 1779.73 ms [2021-05-12 16:36:48 main:574] : INFO : Epoch 1814 | loss: 0.0311368 | val_loss: 0.031183 | Time: 1781.17 ms [2021-05-12 16:36:50 main:574] : INFO : Epoch 1815 | loss: 0.0311341 | val_loss: 0.0311694 | Time: 1791.11 ms [2021-05-12 16:36:51 main:574] : INFO : Epoch 1816 | loss: 0.0311298 | val_loss: 0.0311687 | Time: 1782.81 ms [2021-05-12 16:36:53 main:574] : INFO : Epoch 1817 | loss: 0.0311314 | val_loss: 0.0311734 | Time: 1771.11 ms [2021-05-12 16:36:55 main:574] : INFO : Epoch 1818 | loss: 0.0311348 | val_loss: 0.0311738 | Time: 1804.44 ms [2021-05-12 16:36:57 main:574] : INFO : Epoch 1819 | loss: 0.0311352 | val_loss: 0.0311715 | Time: 1791.37 ms [2021-05-12 16:36:59 main:574] : INFO : Epoch 1820 | loss: 0.0311369 | val_loss: 0.0311724 | Time: 1763.94 ms [2021-05-12 16:37:00 main:574] : INFO : Epoch 1821 | loss: 0.0311349 | val_loss: 0.0311672 | Time: 1780.93 ms [2021-05-12 16:37:02 main:574] : INFO : Epoch 1822 | loss: 0.0311358 | val_loss: 0.0311736 | Time: 1791.23 ms [2021-05-12 16:37:04 main:574] : INFO : Epoch 1823 | loss: 0.0311309 | val_loss: 0.0311746 | Time: 1782.95 ms [2021-05-12 16:37:06 main:574] : INFO : Epoch 1824 | loss: 0.0311307 | val_loss: 0.0311789 | Time: 1780.87 ms [2021-05-12 16:37:08 main:574] : INFO : Epoch 1825 | loss: 0.0311299 | val_loss: 0.0311692 | Time: 1797.12 ms [2021-05-12 16:37:09 main:574] : INFO : Epoch 1826 | loss: 0.0311314 | val_loss: 0.0311709 | Time: 1800.37 ms [2021-05-12 16:37:11 main:574] : INFO : Epoch 1827 | loss: 0.0311345 | val_loss: 0.0311807 | Time: 1786.26 ms [2021-05-12 16:37:13 main:574] : INFO : Epoch 1828 | loss: 0.0311307 | val_loss: 0.031173 | Time: 1768.39 ms [2021-05-12 16:37:15 main:574] : INFO : Epoch 1829 | loss: 0.031133 | val_loss: 0.0311706 | Time: 1793.31 ms [2021-05-12 16:37:16 main:574] : INFO : Epoch 1830 | loss: 0.0311382 | val_loss: 0.0311788 | Time: 1775.85 ms [2021-05-12 16:37:18 main:574] : INFO : Epoch 1831 | loss: 0.0311308 | val_loss: 0.0311789 | Time: 1777.22 ms [2021-05-12 16:37:20 main:574] : INFO : Epoch 1832 | loss: 0.0311319 | val_loss: 0.0311724 | Time: 1778.2 ms [2021-05-12 16:37:22 main:574] : INFO : Epoch 1833 | loss: 0.031132 | val_loss: 0.0311734 | Time: 1786.27 ms [2021-05-12 16:37:24 main:574] : INFO : Epoch 1834 | loss: 0.0311306 | val_loss: 0.0311699 | Time: 1781.38 ms [2021-05-12 16:37:25 main:574] : INFO : Epoch 1835 | loss: 0.0311304 | val_loss: 0.0311839 | Time: 1778.47 ms [2021-05-12 16:37:27 main:574] : INFO : Epoch 1836 | loss: 0.0311319 | val_loss: 0.0311746 | Time: 1784.18 ms [2021-05-12 16:37:29 main:574] : INFO : Epoch 1837 | loss: 0.0311291 | val_loss: 0.0311736 | Time: 1788.39 ms [2021-05-12 16:37:31 main:574] : INFO : Epoch 1838 | loss: 0.0311277 | val_loss: 0.0311752 | Time: 1780.95 ms [2021-05-12 16:37:33 main:574] : INFO : Epoch 1839 | loss: 0.0311284 | val_loss: 0.0311764 | Time: 1768.61 ms [2021-05-12 16:37:34 main:574] : INFO : Epoch 1840 | loss: 0.0311281 | val_loss: 0.0311791 | Time: 1776.06 ms [2021-05-12 16:37:36 main:574] : INFO : Epoch 1841 | loss: 0.0311307 | val_loss: 0.0311726 | Time: 1769.48 ms [2021-05-12 16:37:38 main:574] : INFO : Epoch 1842 | loss: 0.0311284 | val_loss: 0.03117 | Time: 1778.29 ms [2021-05-12 16:37:40 main:574] : INFO : Epoch 1843 | loss: 0.0311277 | val_loss: 0.0311759 | Time: 1797.36 ms [2021-05-12 16:37:41 main:574] : INFO : Epoch 1844 | loss: 0.0311299 | val_loss: 0.0311777 | Time: 1771.19 ms [2021-05-12 16:37:43 main:574] : INFO : Epoch 1845 | loss: 0.0311279 | val_loss: 0.0311757 | Time: 1783.81 ms [2021-05-12 16:37:45 main:574] : INFO : Epoch 1846 | loss: 0.0311301 | val_loss: 0.0311771 | Time: 1784.8 ms [2021-05-12 16:37:47 main:574] : INFO : Epoch 1847 | loss: 0.0311341 | val_loss: 0.0311826 | Time: 1782.37 ms [2021-05-12 16:37:49 main:574] : INFO : Epoch 1848 | loss: 0.0311323 | val_loss: 0.0311729 | Time: 1772.02 ms [2021-05-12 16:37:50 main:574] : INFO : Epoch 1849 | loss: 0.0311279 | val_loss: 0.0311851 | Time: 1791.77 ms [2021-05-12 16:37:52 main:574] : INFO : Epoch 1850 | loss: 0.0311301 | val_loss: 0.031172 | Time: 1790.47 ms [2021-05-12 16:37:54 main:574] : INFO : Epoch 1851 | loss: 0.0311273 | val_loss: 0.0311708 | Time: 1777.08 ms [2021-05-12 16:37:56 main:574] : INFO : Epoch 1852 | loss: 0.0311274 | val_loss: 0.0311722 | Time: 1764.75 ms [2021-05-12 16:37:58 main:574] : INFO : Epoch 1853 | loss: 0.0311314 | val_loss: 0.031175 | Time: 1778.16 ms [2021-05-12 16:37:59 main:574] : INFO : Epoch 1854 | loss: 0.0311275 | val_loss: 0.0311775 | Time: 1788.25 ms [2021-05-12 16:38:01 main:574] : INFO : Epoch 1855 | loss: 0.0311253 | val_loss: 0.0311707 | Time: 1783.3 ms [2021-05-12 16:38:03 main:574] : INFO : Epoch 1856 | loss: 0.0311306 | val_loss: 0.0311724 | Time: 1769.06 ms [2021-05-12 16:38:05 main:574] : INFO : Epoch 1857 | loss: 0.0311326 | val_loss: 0.0311756 | Time: 1775.96 ms [2021-05-12 16:38:06 main:574] : INFO : Epoch 1858 | loss: 0.031134 | val_loss: 0.031172 | Time: 1795.88 ms [2021-05-12 16:38:08 main:574] : INFO : Epoch 1859 | loss: 0.0311327 | val_loss: 0.0311816 | Time: 1774.11 ms [2021-05-12 16:38:10 main:574] : INFO : Epoch 1860 | loss: 0.0311273 | val_loss: 0.0311784 | Time: 1759.62 ms [2021-05-12 16:38:12 main:574] : INFO : Epoch 1861 | loss: 0.0311292 | val_loss: 0.0311758 | Time: 1795.93 ms [2021-05-12 16:38:14 main:574] : INFO : Epoch 1862 | loss: 0.0311272 | val_loss: 0.0311764 | Time: 1782.2 ms [2021-05-12 16:38:15 main:574] : INFO : Epoch 1863 | loss: 0.0311289 | val_loss: 0.0311706 | Time: 1776.46 ms [2021-05-12 16:38:17 main:574] : INFO : Epoch 1864 | loss: 0.0311298 | val_loss: 0.031182 | Time: 1779.66 ms [2021-05-12 16:38:19 main:574] : INFO : Epoch 1865 | loss: 0.0311276 | val_loss: 0.0311725 | Time: 1793.63 ms [2021-05-12 16:38:21 main:574] : INFO : Epoch 1866 | loss: 0.0311285 | val_loss: 0.0311701 | Time: 1783.9 ms [2021-05-12 16:38:23 main:574] : INFO : Epoch 1867 | loss: 0.0311281 | val_loss: 0.0311797 | Time: 1771.47 ms [2021-05-12 16:38:24 main:574] : INFO : Epoch 1868 | loss: 0.0311272 | val_loss: 0.031181 | Time: 1766.68 ms [2021-05-12 16:38:26 main:574] : INFO : Epoch 1869 | loss: 0.0311294 | val_loss: 0.0311722 | Time: 1773.97 ms [2021-05-12 16:38:28 main:574] : INFO : Epoch 1870 | loss: 0.0311266 | val_loss: 0.0311778 | Time: 1784.53 ms [2021-05-12 16:38:30 main:574] : INFO : Epoch 1871 | loss: 0.0311238 | val_loss: 0.0311837 | Time: 1770.78 ms [2021-05-12 16:38:31 main:574] : INFO : Epoch 1872 | loss: 0.0311277 | val_loss: 0.0311797 | Time: 1772.31 ms [2021-05-12 16:38:33 main:574] : INFO : Epoch 1873 | loss: 0.0311302 | val_loss: 0.0311741 | Time: 1786.94 ms [2021-05-12 16:38:35 main:574] : INFO : Epoch 1874 | loss: 0.0311322 | val_loss: 0.0311714 | Time: 1792.13 ms [2021-05-12 16:38:37 main:574] : INFO : Epoch 1875 | loss: 0.0311253 | val_loss: 0.0311749 | Time: 1778.75 ms [2021-05-12 16:38:39 main:574] : INFO : Epoch 1876 | loss: 0.0311263 | val_loss: 0.0311814 | Time: 1779.5 ms [2021-05-12 16:38:40 main:574] : INFO : Epoch 1877 | loss: 0.031133 | val_loss: 0.0311764 | Time: 1787.76 ms [2021-05-12 16:38:42 main:574] : INFO : Epoch 1878 | loss: 0.0311292 | val_loss: 0.0311756 | Time: 1778.11 ms [2021-05-12 16:38:44 main:574] : INFO : Epoch 1879 | loss: 0.0311259 | val_loss: 0.031177 | Time: 1789.38 ms [2021-05-12 16:38:46 main:574] : INFO : Epoch 1880 | loss: 0.0311252 | val_loss: 0.031175 | Time: 1779.48 ms [2021-05-12 16:38:47 main:574] : INFO : Epoch 1881 | loss: 0.0311244 | val_loss: 0.0311723 | Time: 1784.59 ms [2021-05-12 16:38:49 main:574] : INFO : Epoch 1882 | loss: 0.0311261 | val_loss: 0.0311761 | Time: 1780.47 ms [2021-05-12 16:38:51 main:574] : INFO : Epoch 1883 | loss: 0.0311292 | val_loss: 0.0311764 | Time: 1778.33 ms [2021-05-12 16:38:53 main:574] : INFO : Epoch 1884 | loss: 0.0311248 | val_loss: 0.03118 | Time: 1783.9 ms [2021-05-12 16:38:55 main:574] : INFO : Epoch 1885 | loss: 0.0311229 | val_loss: 0.0311781 | Time: 1776.32 ms [2021-05-12 16:38:56 main:574] : INFO : Epoch 1886 | loss: 0.0311212 | val_loss: 0.031187 | Time: 1799.37 ms [2021-05-12 16:38:58 main:574] : INFO : Epoch 1887 | loss: 0.031126 | val_loss: 0.031176 | Time: 1790.28 ms [2021-05-12 16:39:00 main:574] : INFO : Epoch 1888 | loss: 0.0311259 | val_loss: 0.0311793 | Time: 1779.21 ms [2021-05-12 16:39:02 main:574] : INFO : Epoch 1889 | loss: 0.0311267 | val_loss: 0.0311788 | Time: 1789.6 ms [2021-05-12 16:39:04 main:574] : INFO : Epoch 1890 | loss: 0.0311252 | val_loss: 0.0311763 | Time: 1776.71 ms [2021-05-12 16:39:05 main:574] : INFO : Epoch 1891 | loss: 0.0311292 | val_loss: 0.0311698 | Time: 1790.2 ms [2021-05-12 16:39:07 main:574] : INFO : Epoch 1892 | loss: 0.0311272 | val_loss: 0.0311747 | Time: 1782.54 ms [2021-05-12 16:39:09 main:574] : INFO : Epoch 1893 | loss: 0.031125 | val_loss: 0.0311711 | Time: 1766.94 ms [2021-05-12 16:39:11 main:574] : INFO : Epoch 1894 | loss: 0.0311306 | val_loss: 0.0311726 | Time: 1783.83 ms [2021-05-12 16:39:13 main:574] : INFO : Epoch 1895 | loss: 0.0311288 | val_loss: 0.0311826 | Time: 1788.84 ms [2021-05-12 16:39:14 main:574] : INFO : Epoch 1896 | loss: 0.0311265 | val_loss: 0.0311744 | Time: 1793.16 ms [2021-05-12 16:39:16 main:574] : INFO : Epoch 1897 | loss: 0.0311282 | val_loss: 0.0311775 | Time: 1768.14 ms [2021-05-12 16:39:18 main:574] : INFO : Epoch 1898 | loss: 0.0311284 | val_loss: 0.0311793 | Time: 1777.74 ms [2021-05-12 16:39:20 main:574] : INFO : Epoch 1899 | loss: 0.0311304 | val_loss: 0.0311754 | Time: 1779.77 ms [2021-05-12 16:39:21 main:574] : INFO : Epoch 1900 | loss: 0.031124 | val_loss: 0.0311769 | Time: 1767.85 ms [2021-05-12 16:39:23 main:574] : INFO : Epoch 1901 | loss: 0.0311274 | val_loss: 0.0311829 | Time: 1800.72 ms [2021-05-12 16:39:25 main:574] : INFO : Epoch 1902 | loss: 0.0311254 | val_loss: 0.0311736 | Time: 1780.22 ms [2021-05-12 16:39:27 main:574] : INFO : Epoch 1903 | loss: 0.0311226 | val_loss: 0.0311861 | Time: 1762.6 ms [2021-05-12 16:39:29 main:574] : INFO : Epoch 1904 | loss: 0.0311249 | val_loss: 0.0311719 | Time: 1792.32 ms [2021-05-12 16:39:30 main:574] : INFO : Epoch 1905 | loss: 0.0311218 | val_loss: 0.0311821 | Time: 1779.99 ms [2021-05-12 16:39:32 main:574] : INFO : Epoch 1906 | loss: 0.0311237 | val_loss: 0.0311802 | Time: 1794.44 ms [2021-05-12 16:39:34 main:574] : INFO : Epoch 1907 | loss: 0.0311261 | val_loss: 0.0311724 | Time: 1771.41 ms [2021-05-12 16:39:36 main:574] : INFO : Epoch 1908 | loss: 0.0311277 | val_loss: 0.0311716 | Time: 1782.98 ms [2021-05-12 16:39:38 main:574] : INFO : Epoch 1909 | loss: 0.0311235 | val_loss: 0.0311784 | Time: 1771.92 ms [2021-05-12 16:39:39 main:574] : INFO : Epoch 1910 | loss: 0.0311253 | val_loss: 0.0311736 | Time: 1783.83 ms [2021-05-12 16:39:41 main:574] : INFO : Epoch 1911 | loss: 0.0311213 | val_loss: 0.0311807 | Time: 1789.09 ms [2021-05-12 16:39:43 main:574] : INFO : Epoch 1912 | loss: 0.03112 | val_loss: 0.0311782 | Time: 1771.13 ms [2021-05-12 16:39:45 main:574] : INFO : Epoch 1913 | loss: 0.0311198 | val_loss: 0.0311808 | Time: 1767.58 ms [2021-05-12 16:39:46 main:574] : INFO : Epoch 1914 | loss: 0.0311243 | val_loss: 0.0311769 | Time: 1776.78 ms [2021-05-12 16:39:48 main:574] : INFO : Epoch 1915 | loss: 0.0311286 | val_loss: 0.0311773 | Time: 1782.78 ms [2021-05-12 16:39:50 main:574] : INFO : Epoch 1916 | loss: 0.0311211 | val_loss: 0.0311718 | Time: 1792.28 ms [2021-05-12 16:39:52 main:574] : INFO : Epoch 1917 | loss: 0.0311228 | val_loss: 0.0311872 | Time: 1783.5 ms [2021-05-12 16:39:54 main:574] : INFO : Epoch 1918 | loss: 0.0311306 | val_loss: 0.0311721 | Time: 1791.37 ms [2021-05-12 16:39:55 main:574] : INFO : Epoch 1919 | loss: 0.0311287 | val_loss: 0.0311825 | Time: 1780.56 ms [2021-05-12 16:39:57 main:574] : INFO : Epoch 1920 | loss: 0.031132 | val_loss: 0.0311803 | Time: 1780.51 ms [2021-05-12 16:39:59 main:574] : INFO : Epoch 1921 | loss: 0.0311289 | val_loss: 0.0311788 | Time: 1796.04 ms [2021-05-12 16:40:01 main:574] : INFO : Epoch 1922 | loss: 0.0311287 | val_loss: 0.031184 | Time: 1778.07 ms [2021-05-12 16:40:03 main:574] : INFO : Epoch 1923 | loss: 0.0311243 | val_loss: 0.0311816 | Time: 1782.51 ms [2021-05-12 16:40:04 main:574] : INFO : Epoch 1924 | loss: 0.031123 | val_loss: 0.0311761 | Time: 1797.91 ms [2021-05-12 16:40:06 main:574] : INFO : Epoch 1925 | loss: 0.0311238 | val_loss: 0.0311782 | Time: 1768.42 ms [2021-05-12 16:40:08 main:574] : INFO : Epoch 1926 | loss: 0.0311238 | val_loss: 0.0311809 | Time: 1776.76 ms [2021-05-12 16:40:10 main:574] : INFO : Epoch 1927 | loss: 0.0311219 | val_loss: 0.0311771 | Time: 1775.35 ms [2021-05-12 16:40:11 main:574] : INFO : Epoch 1928 | loss: 0.031123 | val_loss: 0.0311747 | Time: 1774.9 ms [2021-05-12 16:40:13 main:574] : INFO : Epoch 1929 | loss: 0.0311245 | val_loss: 0.0311742 | Time: 1781.07 ms [2021-05-12 16:40:15 main:574] : INFO : Epoch 1930 | loss: 0.0311246 | val_loss: 0.0311814 | Time: 1773.18 ms [2021-05-12 16:40:17 main:574] : INFO : Epoch 1931 | loss: 0.0311223 | val_loss: 0.0311779 | Time: 1780.09 ms [2021-05-12 16:40:19 main:574] : INFO : Epoch 1932 | loss: 0.0311198 | val_loss: 0.031176 | Time: 1779.72 ms [2021-05-12 16:40:20 main:574] : INFO : Epoch 1933 | loss: 0.03112 | val_loss: 0.031181 | Time: 1781.21 ms [2021-05-12 16:40:22 main:574] : INFO : Epoch 1934 | loss: 0.0311223 | val_loss: 0.0311888 | Time: 1780.41 ms [2021-05-12 16:40:24 main:574] : INFO : Epoch 1935 | loss: 0.0311615 | val_loss: 0.0311851 | Time: 1782.78 ms [2021-05-12 16:40:26 main:574] : INFO : Epoch 1936 | loss: 0.0311731 | val_loss: 0.0311788 | Time: 1788.57 ms [2021-05-12 16:40:28 main:574] : INFO : Epoch 1937 | loss: 0.0311676 | val_loss: 0.0311699 | Time: 1782.16 ms [2021-05-12 16:40:29 main:574] : INFO : Epoch 1938 | loss: 0.0311636 | val_loss: 0.0311678 | Time: 1768.17 ms [2021-05-12 16:40:31 main:574] : INFO : Epoch 1939 | loss: 0.0311594 | val_loss: 0.0311659 | Time: 1788.74 ms [2021-05-12 16:40:33 main:574] : INFO : Epoch 1940 | loss: 0.0311579 | val_loss: 0.031167 | Time: 1794.13 ms [2021-05-12 16:40:35 main:574] : INFO : Epoch 1941 | loss: 0.0311559 | val_loss: 0.031168 | Time: 1781.67 ms [2021-05-12 16:40:36 main:574] : INFO : Epoch 1942 | loss: 0.0311574 | val_loss: 0.0311647 | Time: 1777.09 ms [2021-05-12 16:40:38 main:574] : INFO : Epoch 1943 | loss: 0.0311541 | val_loss: 0.0311656 | Time: 1790.59 ms [2021-05-12 16:40:40 main:574] : INFO : Epoch 1944 | loss: 0.031153 | val_loss: 0.0311654 | Time: 1775.87 ms [2021-05-12 16:40:42 main:574] : INFO : Epoch 1945 | loss: 0.0311507 | val_loss: 0.0311687 | Time: 1782.92 ms [2021-05-12 16:40:44 main:574] : INFO : Epoch 1946 | loss: 0.0311494 | val_loss: 0.0311687 | Time: 1781.91 ms [2021-05-12 16:40:45 main:574] : INFO : Epoch 1947 | loss: 0.0311486 | val_loss: 0.0311691 | Time: 1790.86 ms [2021-05-12 16:40:47 main:574] : INFO : Epoch 1948 | loss: 0.031149 | val_loss: 0.031169 | Time: 1774.29 ms [2021-05-12 16:40:49 main:574] : INFO : Epoch 1949 | loss: 0.0311485 | val_loss: 0.0311696 | Time: 1775.4 ms [2021-05-12 16:40:51 main:574] : INFO : Epoch 1950 | loss: 0.0311483 | val_loss: 0.0311629 | Time: 1776.09 ms [2021-05-12 16:40:53 main:574] : INFO : Epoch 1951 | loss: 0.0311479 | val_loss: 0.0311738 | Time: 1767.71 ms [2021-05-12 16:40:54 main:574] : INFO : Epoch 1952 | loss: 0.0311475 | val_loss: 0.0311629 | Time: 1785.08 ms [2021-05-12 16:40:56 main:574] : INFO : Epoch 1953 | loss: 0.0311427 | val_loss: 0.0311647 | Time: 1792.37 ms [2021-05-12 16:40:58 main:574] : INFO : Epoch 1954 | loss: 0.0311462 | val_loss: 0.031167 | Time: 1783.72 ms [2021-05-12 16:41:00 main:574] : INFO : Epoch 1955 | loss: 0.0311461 | val_loss: 0.0311701 | Time: 1785.98 ms [2021-05-12 16:41:01 main:574] : INFO : Epoch 1956 | loss: 0.0311426 | val_loss: 0.0311641 | Time: 1773.64 ms [2021-05-12 16:41:03 main:574] : INFO : Epoch 1957 | loss: 0.0311395 | val_loss: 0.0311665 | Time: 1801.53 ms [2021-05-12 16:41:05 main:574] : INFO : Epoch 1958 | loss: 0.0311401 | val_loss: 0.031164 | Time: 1756.1 ms [2021-05-12 16:41:07 main:574] : INFO : Epoch 1959 | loss: 0.0311393 | val_loss: 0.0311653 | Time: 1775.22 ms [2021-05-12 16:41:09 main:574] : INFO : Epoch 1960 | loss: 0.0311389 | val_loss: 0.0311643 | Time: 1783.48 ms [2021-05-12 16:41:10 main:574] : INFO : Epoch 1961 | loss: 0.0311414 | val_loss: 0.0311636 | Time: 1783.51 ms [2021-05-12 16:41:12 main:574] : INFO : Epoch 1962 | loss: 0.0311434 | val_loss: 0.0311673 | Time: 1771.88 ms [2021-05-12 16:41:14 main:574] : INFO : Epoch 1963 | loss: 0.0311394 | val_loss: 0.0311611 | Time: 1788.45 ms [2021-05-12 16:41:16 main:574] : INFO : Epoch 1964 | loss: 0.0311386 | val_loss: 0.0311656 | Time: 1785.28 ms [2021-05-12 16:41:18 main:574] : INFO : Epoch 1965 | loss: 0.031139 | val_loss: 0.0311658 | Time: 1769.36 ms [2021-05-12 16:41:19 main:574] : INFO : Epoch 1966 | loss: 0.0311392 | val_loss: 0.0311633 | Time: 1779.34 ms [2021-05-12 16:41:21 main:574] : INFO : Epoch 1967 | loss: 0.0311369 | val_loss: 0.0311617 | Time: 1786.66 ms [2021-05-12 16:41:23 main:574] : INFO : Epoch 1968 | loss: 0.0311365 | val_loss: 0.0311644 | Time: 1785.31 ms [2021-05-12 16:41:25 main:574] : INFO : Epoch 1969 | loss: 0.0311393 | val_loss: 0.0311654 | Time: 1761.01 ms [2021-05-12 16:41:26 main:574] : INFO : Epoch 1970 | loss: 0.0311366 | val_loss: 0.0311692 | Time: 1769 ms [2021-05-12 16:41:28 main:574] : INFO : Epoch 1971 | loss: 0.0311386 | val_loss: 0.0311634 | Time: 1788.19 ms [2021-05-12 16:41:30 main:574] : INFO : Epoch 1972 | loss: 0.0311362 | val_loss: 0.0311622 | Time: 1794.49 ms [2021-05-12 16:41:32 main:574] : INFO : Epoch 1973 | loss: 0.0311353 | val_loss: 0.0311738 | Time: 1785.12 ms [2021-05-12 16:41:34 main:574] : INFO : Epoch 1974 | loss: 0.0311357 | val_loss: 0.0311631 | Time: 1784.83 ms [2021-05-12 16:41:35 main:574] : INFO : Epoch 1975 | loss: 0.0311349 | val_loss: 0.0311647 | Time: 1794.86 ms [2021-05-12 16:41:37 main:574] : INFO : Epoch 1976 | loss: 0.0311345 | val_loss: 0.0311671 | Time: 1785.46 ms [2021-05-12 16:41:39 main:574] : INFO : Epoch 1977 | loss: 0.0311343 | val_loss: 0.031163 | Time: 1791.55 ms [2021-05-12 16:41:41 main:574] : INFO : Epoch 1978 | loss: 0.0311402 | val_loss: 0.0311661 | Time: 1755.77 ms [2021-05-12 16:41:43 main:574] : INFO : Epoch 1979 | loss: 0.0311477 | val_loss: 0.0311655 | Time: 1776.51 ms [2021-05-12 16:41:44 main:574] : INFO : Epoch 1980 | loss: 0.0311476 | val_loss: 0.0311579 | Time: 1783.14 ms [2021-05-12 16:41:46 main:574] : INFO : Epoch 1981 | loss: 0.0311462 | val_loss: 0.0311617 | Time: 1793.33 ms [2021-05-12 16:41:48 main:574] : INFO : Epoch 1982 | loss: 0.0311438 | val_loss: 0.031158 | Time: 1789.18 ms [2021-05-12 16:41:50 main:574] : INFO : Epoch 1983 | loss: 0.0311407 | val_loss: 0.0311583 | Time: 1780.7 ms [2021-05-12 16:41:51 main:574] : INFO : Epoch 1984 | loss: 0.0311376 | val_loss: 0.0311595 | Time: 1783.86 ms [2021-05-12 16:41:53 main:574] : INFO : Epoch 1985 | loss: 0.0311354 | val_loss: 0.0311617 | Time: 1780.62 ms [2021-05-12 16:41:55 main:574] : INFO : Epoch 1986 | loss: 0.0311344 | val_loss: 0.0311649 | Time: 1797.08 ms [2021-05-12 16:41:57 main:574] : INFO : Epoch 1987 | loss: 0.0311347 | val_loss: 0.0311607 | Time: 1792.62 ms [2021-05-12 16:41:59 main:574] : INFO : Epoch 1988 | loss: 0.0311346 | val_loss: 0.0311613 | Time: 1791.19 ms [2021-05-12 16:42:00 main:574] : INFO : Epoch 1989 | loss: 0.0311319 | val_loss: 0.0311647 | Time: 1787.58 ms [2021-05-12 16:42:02 main:574] : INFO : Epoch 1990 | loss: 0.0311335 | val_loss: 0.0311605 | Time: 1774.8 ms [2021-05-12 16:42:04 main:574] : INFO : Epoch 1991 | loss: 0.0311347 | val_loss: 0.0311623 | Time: 1786.36 ms [2021-05-12 16:42:06 main:574] : INFO : Epoch 1992 | loss: 0.0311335 | val_loss: 0.031165 | Time: 1770.36 ms [2021-05-12 16:42:08 main:574] : INFO : Epoch 1993 | loss: 0.0311294 | val_loss: 0.0311602 | Time: 1775.17 ms [2021-05-12 16:42:09 main:574] : INFO : Epoch 1994 | loss: 0.031131 | val_loss: 0.0311622 | Time: 1783.28 ms [2021-05-12 16:42:11 main:574] : INFO : Epoch 1995 | loss: 0.0311303 | val_loss: 0.0311606 | Time: 1771.72 ms [2021-05-12 16:42:13 main:574] : INFO : Epoch 1996 | loss: 0.0311279 | val_loss: 0.0311642 | Time: 1770.8 ms [2021-05-12 16:42:15 main:574] : INFO : Epoch 1997 | loss: 0.0311276 | val_loss: 0.0311675 | Time: 1793.84 ms [2021-05-12 16:42:16 main:574] : INFO : Epoch 1998 | loss: 0.031127 | val_loss: 0.0311661 | Time: 1773.24 ms [2021-05-12 16:42:18 main:574] : INFO : Epoch 1999 | loss: 0.0311293 | val_loss: 0.0311661 | Time: 1790.22 ms [2021-05-12 16:42:20 main:574] : INFO : Epoch 2000 | loss: 0.0311314 | val_loss: 0.0311687 | Time: 1784.54 ms [2021-05-12 16:42:22 main:574] : INFO : Epoch 2001 | loss: 0.0311304 | val_loss: 0.0311671 | Time: 1770.51 ms [2021-05-12 16:42:24 main:574] : INFO : Epoch 2002 | loss: 0.0311276 | val_loss: 0.0311655 | Time: 1782.84 ms [2021-05-12 16:42:25 main:574] : INFO : Epoch 2003 | loss: 0.0311274 | val_loss: 0.0311657 | Time: 1774.63 ms [2021-05-12 16:42:27 main:574] : INFO : Epoch 2004 | loss: 0.0311255 | val_loss: 0.0311689 | Time: 1773.69 ms [2021-05-12 16:42:29 main:574] : INFO : Epoch 2005 | loss: 0.0311305 | val_loss: 0.0311652 | Time: 1771.64 ms [2021-05-12 16:42:31 main:574] : INFO : Epoch 2006 | loss: 0.0311301 | val_loss: 0.0311647 | Time: 1780.74 ms [2021-05-12 16:42:33 main:574] : INFO : Epoch 2007 | loss: 0.0311305 | val_loss: 0.0311717 | Time: 1779.95 ms [2021-05-12 16:42:34 main:574] : INFO : Epoch 2008 | loss: 0.0311281 | val_loss: 0.0311678 | Time: 1761.89 ms [2021-05-12 16:42:36 main:574] : INFO : Epoch 2009 | loss: 0.0311273 | val_loss: 0.0311719 | Time: 1786.35 ms [2021-05-12 16:42:38 main:574] : INFO : Epoch 2010 | loss: 0.0311263 | val_loss: 0.0311663 | Time: 1780.87 ms [2021-05-12 16:42:40 main:574] : INFO : Epoch 2011 | loss: 0.0311252 | val_loss: 0.0311707 | Time: 1784.95 ms [2021-05-12 16:42:41 main:574] : INFO : Epoch 2012 | loss: 0.0311261 | val_loss: 0.031171 | Time: 1778.92 ms [2021-05-12 16:42:43 main:574] : INFO : Epoch 2013 | loss: 0.0311249 | val_loss: 0.0311679 | Time: 1791.58 ms [2021-05-12 16:42:45 main:574] : INFO : Epoch 2014 | loss: 0.0311224 | val_loss: 0.0311638 | Time: 1776.5 ms [2021-05-12 16:42:47 main:574] : INFO : Epoch 2015 | loss: 0.0311232 | val_loss: 0.031168 | Time: 1782.74 ms [2021-05-12 16:42:49 main:574] : INFO : Epoch 2016 | loss: 0.0311235 | val_loss: 0.0311736 | Time: 1781.46 ms [2021-05-12 16:42:50 main:574] : INFO : Epoch 2017 | loss: 0.0311226 | val_loss: 0.0311666 | Time: 1793.59 ms [2021-05-12 16:42:52 main:574] : INFO : Epoch 2018 | loss: 0.0311228 | val_loss: 0.0311663 | Time: 1791.52 ms [2021-05-12 16:42:54 main:574] : INFO : Epoch 2019 | loss: 0.0311249 | val_loss: 0.0311705 | Time: 1776.81 ms [2021-05-12 16:42:56 main:574] : INFO : Epoch 2020 | loss: 0.0311269 | val_loss: 0.0311651 | Time: 1778.56 ms [2021-05-12 16:42:58 main:574] : INFO : Epoch 2021 | loss: 0.0311249 | val_loss: 0.0311697 | Time: 1795.48 ms [2021-05-12 16:42:59 main:574] : INFO : Epoch 2022 | loss: 0.031121 | val_loss: 0.031171 | Time: 1778.17 ms [2021-05-12 16:43:01 main:574] : INFO : Epoch 2023 | loss: 0.0311227 | val_loss: 0.0311696 | Time: 1776.95 ms [2021-05-12 16:43:03 main:574] : INFO : Epoch 2024 | loss: 0.0311275 | val_loss: 0.0311649 | Time: 1779.82 ms [2021-05-12 16:43:05 main:574] : INFO : Epoch 2025 | loss: 0.0311277 | val_loss: 0.0311637 | Time: 1797.07 ms [2021-05-12 16:43:07 main:574] : INFO : Epoch 2026 | loss: 0.0311297 | val_loss: 0.0311643 | Time: 1782.81 ms [2021-05-12 16:43:08 main:574] : INFO : Epoch 2027 | loss: 0.0311254 | val_loss: 0.0311648 | Time: 1773.79 ms [2021-05-12 16:43:10 main:574] : INFO : Epoch 2028 | loss: 0.0311297 | val_loss: 0.0311757 | Time: 1771.23 ms [2021-05-12 16:43:12 main:574] : INFO : Epoch 2029 | loss: 0.0311265 | val_loss: 0.0311647 | Time: 1782.9 ms [2021-05-12 16:43:14 main:574] : INFO : Epoch 2030 | loss: 0.0311247 | val_loss: 0.0311689 | Time: 1792 ms [2021-05-12 16:43:15 main:574] : INFO : Epoch 2031 | loss: 0.0311233 | val_loss: 0.0311674 | Time: 1788.51 ms [2021-05-12 16:43:17 main:574] : INFO : Epoch 2032 | loss: 0.0311224 | val_loss: 0.0311627 | Time: 1787.13 ms [2021-05-12 16:43:19 main:574] : INFO : Epoch 2033 | loss: 0.0311208 | val_loss: 0.0311698 | Time: 1774.82 ms [2021-05-12 16:43:21 main:574] : INFO : Epoch 2034 | loss: 0.0311194 | val_loss: 0.0311686 | Time: 1778.99 ms [2021-05-12 16:43:23 main:574] : INFO : Epoch 2035 | loss: 0.031121 | val_loss: 0.0311655 | Time: 1780.75 ms [2021-05-12 16:43:24 main:574] : INFO : Epoch 2036 | loss: 0.0311211 | val_loss: 0.0311754 | Time: 1786.54 ms [2021-05-12 16:43:26 main:574] : INFO : Epoch 2037 | loss: 0.0311234 | val_loss: 0.0311715 | Time: 1790.34 ms [2021-05-12 16:43:28 main:574] : INFO : Epoch 2038 | loss: 0.0311235 | val_loss: 0.0311713 | Time: 1765.81 ms [2021-05-12 16:43:30 main:574] : INFO : Epoch 2039 | loss: 0.0311207 | val_loss: 0.0311688 | Time: 1778.89 ms [2021-05-12 16:43:32 main:574] : INFO : Epoch 2040 | loss: 0.031119 | val_loss: 0.0311724 | Time: 1797.99 ms [2021-05-12 16:43:33 main:574] : INFO : Epoch 2041 | loss: 0.0311192 | val_loss: 0.0311692 | Time: 1787.37 ms [2021-05-12 16:43:35 main:574] : INFO : Epoch 2042 | loss: 0.0311187 | val_loss: 0.0311725 | Time: 1746.71 ms [2021-05-12 16:43:37 main:574] : INFO : Epoch 2043 | loss: 0.0311181 | val_loss: 0.03117 | Time: 1694.61 ms [2021-05-12 16:43:38 main:574] : INFO : Epoch 2044 | loss: 0.031122 | val_loss: 0.0311694 | Time: 1683.11 ms [2021-05-12 16:43:40 main:574] : INFO : Epoch 2045 | loss: 0.0311237 | val_loss: 0.0311658 | Time: 1764.65 ms [2021-05-12 16:43:42 main:574] : INFO : Epoch 2046 | loss: 0.031123 | val_loss: 0.0311686 | Time: 1758.02 ms [2021-05-12 16:43:44 main:574] : INFO : Epoch 2047 | loss: 0.0311192 | val_loss: 0.0311701 | Time: 1759.48 ms [2021-05-12 16:43:46 main:574] : INFO : Epoch 2048 | loss: 0.0311208 | val_loss: 0.0311715 | Time: 1780.97 ms [2021-05-12 16:43:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311715 [2021-05-12 16:43:46 main:603] : INFO : Saving end state to config to file [2021-05-12 16:43:46 main:608] : INFO : Success, exiting.. 16:43:46 (5396): 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)