Task 5181334
| Name | ParityMachine-1619585140-26676-0_1 |
| Workunit | 3071029 |
| Created | 12 May 2021, 17:36:20 UTC |
| Sent | 12 May 2021, 21:42:20 UTC |
| Report deadline | 20 May 2021, 21:42:20 UTC |
| Received | 12 May 2021, 23:43:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 0 min 29 sec |
| CPU time | 59 min 51 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 | 4.30 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: 0.0311458 | val_loss: 0.0311672 | Time: 1757.03 ms [2021-05-12 18:29:46 main:574] : INFO : Epoch 1543 | loss: 0.0311459 | val_loss: 0.0311682 | Time: 1756.91 ms [2021-05-12 18:29:48 main:574] : INFO : Epoch 1544 | loss: 0.031146 | val_loss: 0.0311681 | Time: 1771.4 ms [2021-05-12 18:29:50 main:574] : INFO : Epoch 1545 | loss: 0.0311466 | val_loss: 0.031172 | Time: 1763.16 ms [2021-05-12 18:29:51 main:574] : INFO : Epoch 1546 | loss: 0.0311453 | val_loss: 0.0311695 | Time: 1766.38 ms [2021-05-12 18:29:53 main:574] : INFO : Epoch 1547 | loss: 0.0311461 | val_loss: 0.0311685 | Time: 1768.93 ms [2021-05-12 18:29:55 main:574] : INFO : Epoch 1548 | loss: 0.0311436 | val_loss: 0.0311673 | Time: 1766.88 ms [2021-05-12 18:29:57 main:574] : INFO : Epoch 1549 | loss: 0.0311465 | val_loss: 0.0311705 | Time: 1760.92 ms [2021-05-12 18:29:59 main:574] : INFO : Epoch 1550 | loss: 0.0311504 | val_loss: 0.0311785 | Time: 1759.43 ms [2021-05-12 18:30:00 main:574] : INFO : Epoch 1551 | loss: 0.0311463 | val_loss: 0.0311699 | Time: 1762.68 ms [2021-05-12 18:30:02 main:574] : INFO : Epoch 1552 | loss: 0.0311433 | val_loss: 0.0311698 | Time: 1765.17 ms [2021-05-12 18:30:04 main:574] : INFO : Epoch 1553 | loss: 0.031145 | val_loss: 0.0311693 | Time: 1758.9 ms [2021-05-12 18:30:06 main:574] : INFO : Epoch 1554 | loss: 0.0311436 | val_loss: 0.0311711 | Time: 1763.45 ms [2021-05-12 18:30:07 main:574] : INFO : Epoch 1555 | loss: 0.0311443 | val_loss: 0.0311677 | Time: 1772.37 ms [2021-05-12 18:30:09 main:574] : INFO : Epoch 1556 | loss: 0.0311426 | val_loss: 0.0311698 | Time: 1763.87 ms [2021-05-12 18:30:11 main:574] : INFO : Epoch 1557 | loss: 0.0311455 | val_loss: 0.0311711 | Time: 1754.45 ms [2021-05-12 18:30:13 main:574] : INFO : Epoch 1558 | loss: 0.0311467 | val_loss: 0.0311739 | Time: 1750.73 ms [2021-05-12 18:30:14 main:574] : INFO : Epoch 1559 | loss: 0.0311478 | val_loss: 0.0311694 | Time: 1759.23 ms [2021-05-12 18:30:16 main:574] : INFO : Epoch 1560 | loss: 0.0311445 | val_loss: 0.0311679 | Time: 1772.7 ms [2021-05-12 18:30:18 main:574] : INFO : Epoch 1561 | loss: 0.031144 | val_loss: 0.0311719 | Time: 1757.85 ms [2021-05-12 18:30:20 main:574] : INFO : Epoch 1562 | loss: 0.0311412 | val_loss: 0.0311704 | Time: 1767.11 ms [2021-05-12 18:30:22 main:574] : INFO : Epoch 1563 | loss: 0.0311419 | val_loss: 0.0311722 | Time: 1767.39 ms [2021-05-12 18:30:23 main:574] : INFO : Epoch 1564 | loss: 0.0311446 | val_loss: 0.0311719 | Time: 1750.12 ms [2021-05-12 18:30:25 main:574] : INFO : Epoch 1565 | loss: 0.0311453 | val_loss: 0.0311694 | Time: 1764.66 ms [2021-05-12 18:30:27 main:574] : INFO : Epoch 1566 | loss: 0.0311406 | val_loss: 0.0311726 | Time: 1762.02 ms [2021-05-12 18:30:29 main:574] : INFO : Epoch 1567 | loss: 0.0311399 | val_loss: 0.0311716 | Time: 1771.06 ms [2021-05-12 18:30:30 main:574] : INFO : Epoch 1568 | loss: 0.031141 | val_loss: 0.0311791 | Time: 1762.87 ms [2021-05-12 18:30:32 main:574] : INFO : Epoch 1569 | loss: 0.0311464 | val_loss: 0.0311841 | Time: 1782.21 ms [2021-05-12 18:30:34 main:574] : INFO : Epoch 1570 | loss: 0.0311421 | val_loss: 0.0311722 | Time: 1770.42 ms [2021-05-12 18:30:36 main:574] : INFO : Epoch 1571 | loss: 0.0311387 | val_loss: 0.0311695 | Time: 1762.71 ms [2021-05-12 18:30:37 main:574] : INFO : Epoch 1572 | loss: 0.0311413 | val_loss: 0.0311678 | Time: 1778.31 ms [2021-05-12 18:30:39 main:574] : INFO : Epoch 1573 | loss: 0.0311408 | val_loss: 0.0311701 | Time: 1756.55 ms [2021-05-12 18:30:41 main:574] : INFO : Epoch 1574 | loss: 0.0311398 | val_loss: 0.0311714 | Time: 1760.32 ms [2021-05-12 18:30:43 main:574] : INFO : Epoch 1575 | loss: 0.0311399 | val_loss: 0.0311725 | Time: 1771.51 ms [2021-05-12 18:30:45 main:574] : INFO : Epoch 1576 | loss: 0.0311394 | val_loss: 0.0311744 | Time: 1755.62 ms [2021-05-12 18:30:46 main:574] : INFO : Epoch 1577 | loss: 0.0311404 | val_loss: 0.0311713 | Time: 1764.33 ms [2021-05-12 18:30:48 main:574] : INFO : Epoch 1578 | loss: 0.0311366 | val_loss: 0.0311755 | Time: 1763.89 ms [2021-05-12 18:30:50 main:574] : INFO : Epoch 1579 | loss: 0.0311365 | val_loss: 0.0311729 | Time: 1752.16 ms [2021-05-12 18:30:52 main:574] : INFO : Epoch 1580 | loss: 0.0311431 | val_loss: 0.0311688 | Time: 1760.24 ms [2021-05-12 18:30:53 main:574] : INFO : Epoch 1581 | loss: 0.0311381 | val_loss: 0.0311737 | Time: 1761.71 ms [2021-05-12 18:30:55 main:574] : INFO : Epoch 1582 | loss: 0.0311393 | val_loss: 0.0311757 | Time: 1762.54 ms [2021-05-12 18:30:57 main:574] : INFO : Epoch 1583 | loss: 0.0311393 | val_loss: 0.0311729 | Time: 1774.33 ms [2021-05-12 18:30:59 main:574] : INFO : Epoch 1584 | loss: 0.0311369 | val_loss: 0.0311731 | Time: 1766.88 ms [2021-05-12 18:31:00 main:574] : INFO : Epoch 1585 | loss: 0.0311362 | val_loss: 0.0311728 | Time: 1769.01 ms [2021-05-12 18:31:02 main:574] : INFO : Epoch 1586 | loss: 0.0311352 | val_loss: 0.031172 | Time: 1763.7 ms [2021-05-12 18:31:04 main:574] : INFO : Epoch 1587 | loss: 0.0311353 | val_loss: 0.0311732 | Time: 1767.07 ms [2021-05-12 18:31:06 main:574] : INFO : Epoch 1588 | loss: 0.0311347 | val_loss: 0.031173 | Time: 1758.34 ms [2021-05-12 18:31:08 main:574] : INFO : Epoch 1589 | loss: 0.031135 | val_loss: 0.0311721 | Time: 1769.47 ms [2021-05-12 18:31:09 main:574] : INFO : Epoch 1590 | loss: 0.0311338 | val_loss: 0.031172 | Time: 1771.9 ms [2021-05-12 18:31:11 main:574] : INFO : Epoch 1591 | loss: 0.0311329 | val_loss: 0.0311753 | Time: 1760.69 ms [2021-05-12 18:31:13 main:574] : INFO : Epoch 1592 | loss: 0.0311339 | val_loss: 0.0311734 | Time: 1761.78 ms [2021-05-12 18:31:15 main:574] : INFO : Epoch 1593 | loss: 0.0311352 | val_loss: 0.0311736 | Time: 1760.44 ms [2021-05-12 18:31:16 main:574] : INFO : Epoch 1594 | loss: 0.0311325 | val_loss: 0.0311747 | Time: 1762.47 ms [2021-05-12 18:31:18 main:574] : INFO : Epoch 1595 | loss: 0.0311331 | val_loss: 0.0311732 | Time: 1771 ms [2021-05-12 18:31:20 main:574] : INFO : Epoch 1596 | loss: 0.0311324 | val_loss: 0.0311741 | Time: 1749.12 ms [2021-05-12 18:31:22 main:574] : INFO : Epoch 1597 | loss: 0.031131 | val_loss: 0.0311709 | Time: 1772.09 ms [2021-05-12 18:31:23 main:574] : INFO : Epoch 1598 | loss: 0.0311314 | val_loss: 0.0311757 | Time: 1771.82 ms [2021-05-12 18:31:25 main:574] : INFO : Epoch 1599 | loss: 0.0311312 | val_loss: 0.0311765 | Time: 1754.74 ms [2021-05-12 18:31:27 main:574] : INFO : Epoch 1600 | loss: 0.0311337 | val_loss: 0.0311716 | Time: 1760 ms [2021-05-12 18:31:29 main:574] : INFO : Epoch 1601 | loss: 0.0311319 | val_loss: 0.0311737 | Time: 1766.14 ms [2021-05-12 18:31:31 main:574] : INFO : Epoch 1602 | loss: 0.0311309 | val_loss: 0.0311764 | Time: 1760.24 ms [2021-05-12 18:31:32 main:574] : INFO : Epoch 1603 | loss: 0.0311322 | val_loss: 0.0311718 | Time: 1794.08 ms [2021-05-12 18:31:34 main:574] : INFO : Epoch 1604 | loss: 0.0311339 | val_loss: 0.0311821 | Time: 1763.4 ms [2021-05-12 18:31:36 main:574] : INFO : Epoch 1605 | loss: 0.0311344 | val_loss: 0.0311754 | Time: 1753.88 ms [2021-05-12 18:31:38 main:574] : INFO : Epoch 1606 | loss: 0.0311315 | val_loss: 0.0311746 | Time: 1779.13 ms [2021-05-12 18:31:39 main:574] : INFO : Epoch 1607 | loss: 0.0311297 | val_loss: 0.0311781 | Time: 1769.3 ms [2021-05-12 18:31:41 main:574] : INFO : Epoch 1608 | loss: 0.0311302 | val_loss: 0.0311746 | Time: 1747.54 ms [2021-05-12 18:31:43 main:574] : INFO : Epoch 1609 | loss: 0.0311311 | val_loss: 0.0311748 | Time: 1751.9 ms [2021-05-12 18:31:45 main:574] : INFO : Epoch 1610 | loss: 0.0311303 | val_loss: 0.0311739 | Time: 1765.89 ms [2021-05-12 18:31:46 main:574] : INFO : Epoch 1611 | loss: 0.0311288 | val_loss: 0.0311755 | Time: 1752.18 ms [2021-05-12 18:31:48 main:574] : INFO : Epoch 1612 | loss: 0.0311305 | val_loss: 0.0311901 | Time: 1767.96 ms [2021-05-12 18:31:50 main:574] : INFO : Epoch 1613 | loss: 0.0311347 | val_loss: 0.0311752 | Time: 1760.79 ms [2021-05-12 18:31:52 main:574] : INFO : Epoch 1614 | loss: 0.0311292 | val_loss: 0.0311749 | Time: 1775.17 ms [2021-05-12 18:31:54 main:574] : INFO : Epoch 1615 | loss: 0.0311263 | val_loss: 0.031181 | Time: 1770.44 ms [2021-05-12 18:31:55 main:574] : INFO : Epoch 1616 | loss: 0.031127 | val_loss: 0.0311757 | Time: 1745.61 ms [2021-05-12 18:31:57 main:574] : INFO : Epoch 1617 | loss: 0.0311296 | val_loss: 0.0311755 | Time: 1762.39 ms [2021-05-12 18:31:59 main:574] : INFO : Epoch 1618 | loss: 0.0311258 | val_loss: 0.0311795 | Time: 1759.96 ms [2021-05-12 18:32:01 main:574] : INFO : Epoch 1619 | loss: 0.0311252 | val_loss: 0.0311804 | Time: 1766.24 ms [2021-05-12 18:32:02 main:574] : INFO : Epoch 1620 | loss: 0.0311241 | val_loss: 0.0311774 | Time: 1773.2 ms [2021-05-12 18:32:04 main:574] : INFO : Epoch 1621 | loss: 0.0311248 | val_loss: 0.0311816 | Time: 1769.12 ms [2021-05-12 18:32:06 main:574] : INFO : Epoch 1622 | loss: 0.0311276 | val_loss: 0.0311785 | Time: 1776.92 ms [2021-05-12 18:32:08 main:574] : INFO : Epoch 1623 | loss: 0.0311276 | val_loss: 0.0311752 | Time: 1773.16 ms [2021-05-12 18:32:09 main:574] : INFO : Epoch 1624 | loss: 0.0311299 | val_loss: 0.0311782 | Time: 1766.1 ms [2021-05-12 18:32:11 main:574] : INFO : Epoch 1625 | loss: 0.0311293 | val_loss: 0.0311958 | Time: 1762.7 ms [2021-05-12 18:32:13 main:574] : INFO : Epoch 1626 | loss: 0.0311284 | val_loss: 0.0311804 | Time: 1766.26 ms [2021-05-12 18:32:15 main:574] : INFO : Epoch 1627 | loss: 0.0311259 | val_loss: 0.0311778 | Time: 1754.68 ms [2021-05-12 18:32:17 main:574] : INFO : Epoch 1628 | loss: 0.0311245 | val_loss: 0.0311806 | Time: 1756.16 ms [2021-05-12 18:32:18 main:574] : INFO : Epoch 1629 | loss: 0.0311248 | val_loss: 0.0311881 | Time: 1763.76 ms [2021-05-12 18:32:20 main:574] : INFO : Epoch 1630 | loss: 0.0311271 | val_loss: 0.0311836 | Time: 1758.13 ms [2021-05-12 18:32:22 main:574] : INFO : Epoch 1631 | loss: 0.0311247 | val_loss: 0.0311807 | Time: 1766.5 ms [2021-05-12 18:32:24 main:574] : INFO : Epoch 1632 | loss: 0.0311233 | val_loss: 0.0311783 | Time: 1761.03 ms [2021-05-12 18:32:25 main:574] : INFO : Epoch 1633 | loss: 0.0311251 | val_loss: 0.0311835 | Time: 1758.35 ms [2021-05-12 18:32:27 main:574] : INFO : Epoch 1634 | loss: 0.0311232 | val_loss: 0.0311752 | Time: 1754.82 ms [2021-05-12 18:32:29 main:574] : INFO : Epoch 1635 | loss: 0.0311253 | val_loss: 0.0311771 | Time: 1758.87 ms [2021-05-12 18:32:31 main:574] : INFO : Epoch 1636 | loss: 0.0311287 | val_loss: 0.0311887 | Time: 1753.17 ms [2021-05-12 18:32:32 main:574] : INFO : Epoch 1637 | loss: 0.0311269 | val_loss: 0.031182 | Time: 1765.7 ms [2021-05-12 18:32:34 main:574] : INFO : Epoch 1638 | loss: 0.031123 | val_loss: 0.0311833 | Time: 1764.1 ms [2021-05-12 18:32:36 main:574] : INFO : Epoch 1639 | loss: 0.031123 | val_loss: 0.0311833 | Time: 1755.91 ms [2021-05-12 18:32:38 main:574] : INFO : Epoch 1640 | loss: 0.0311212 | val_loss: 0.0311767 | Time: 1761.06 ms [2021-05-12 18:32:39 main:574] : INFO : Epoch 1641 | loss: 0.0311227 | val_loss: 0.0311814 | Time: 1766.3 ms [2021-05-12 18:32:41 main:574] : INFO : Epoch 1642 | loss: 0.0311262 | val_loss: 0.0311841 | Time: 1751.83 ms [2021-05-12 18:32:43 main:574] : INFO : Epoch 1643 | loss: 0.0311255 | val_loss: 0.0311797 | Time: 1757.44 ms [2021-05-12 18:32:45 main:574] : INFO : Epoch 1644 | loss: 0.0311202 | val_loss: 0.0311835 | Time: 1764.2 ms [2021-05-12 18:32:47 main:574] : INFO : Epoch 1645 | loss: 0.0311213 | val_loss: 0.0311765 | Time: 1766.09 ms [2021-05-12 18:32:48 main:574] : INFO : Epoch 1646 | loss: 0.0311244 | val_loss: 0.0311768 | Time: 1757.12 ms [2021-05-12 18:32:50 main:574] : INFO : Epoch 1647 | loss: 0.0311234 | val_loss: 0.031182 | Time: 1781.91 ms [2021-05-12 18:32:52 main:574] : INFO : Epoch 1648 | loss: 0.0311199 | val_loss: 0.0311831 | Time: 1766.98 ms [2021-05-12 18:32:54 main:574] : INFO : Epoch 1649 | loss: 0.0311202 | val_loss: 0.0311835 | Time: 1757.58 ms [2021-05-12 18:32:55 main:574] : INFO : Epoch 1650 | loss: 0.0311207 | val_loss: 0.0311796 | Time: 1751.8 ms [2021-05-12 18:32:57 main:574] : INFO : Epoch 1651 | loss: 0.0311226 | val_loss: 0.031188 | Time: 1760.09 ms [2021-05-12 18:32:59 main:574] : INFO : Epoch 1652 | loss: 0.0311205 | val_loss: 0.0311808 | Time: 1763.19 ms [2021-05-12 18:33:01 main:574] : INFO : Epoch 1653 | loss: 0.0311185 | val_loss: 0.0311791 | Time: 1764.73 ms [2021-05-12 18:33:02 main:574] : INFO : Epoch 1654 | loss: 0.0311187 | val_loss: 0.0311872 | Time: 1770.21 ms [2021-05-12 18:33:04 main:574] : INFO : Epoch 1655 | loss: 0.0311254 | val_loss: 0.0311872 | Time: 1762.41 ms [2021-05-12 18:33:06 main:574] : INFO : Epoch 1656 | loss: 0.0311231 | val_loss: 0.0312019 | Time: 1761.57 ms [2021-05-12 18:33:08 main:574] : INFO : Epoch 1657 | loss: 0.0311293 | val_loss: 0.031188 | Time: 1751.63 ms [2021-05-12 18:33:09 main:574] : INFO : Epoch 1658 | loss: 0.0311217 | val_loss: 0.031184 | Time: 1757.92 ms [2021-05-12 18:33:11 main:574] : INFO : Epoch 1659 | loss: 0.0311211 | val_loss: 0.0311868 | Time: 1763.06 ms [2021-05-12 18:33:13 main:574] : INFO : Epoch 1660 | loss: 0.0311223 | val_loss: 0.0311923 | Time: 1767.99 ms [2021-05-12 18:33:15 main:574] : INFO : Epoch 1661 | loss: 0.0311205 | val_loss: 0.0311784 | Time: 1754.09 ms [2021-05-12 18:33:17 main:574] : INFO : Epoch 1662 | loss: 0.0311221 | val_loss: 0.0311928 | Time: 1763.83 ms [2021-05-12 18:33:18 main:574] : INFO : Epoch 1663 | loss: 0.031128 | val_loss: 0.0311824 | Time: 1769.19 ms [2021-05-12 18:33:20 main:574] : INFO : Epoch 1664 | loss: 0.0311285 | val_loss: 0.0311821 | Time: 1759.43 ms [2021-05-12 18:33:22 main:574] : INFO : Epoch 1665 | loss: 0.0311226 | val_loss: 0.031178 | Time: 1761.28 ms [2021-05-12 18:33:24 main:574] : INFO : Epoch 1666 | loss: 0.0311205 | val_loss: 0.0311794 | Time: 1767.93 ms [2021-05-12 18:33:25 main:574] : INFO : Epoch 1667 | loss: 0.0311204 | val_loss: 0.0311782 | Time: 1745.49 ms [2021-05-12 18:33:27 main:574] : INFO : Epoch 1668 | loss: 0.0311182 | val_loss: 0.0311892 | Time: 1755.43 ms [2021-05-12 18:33:29 main:574] : INFO : Epoch 1669 | loss: 0.0311177 | val_loss: 0.0311827 | Time: 1767.62 ms [2021-05-12 18:33:31 main:574] : INFO : Epoch 1670 | loss: 0.0311169 | val_loss: 0.0311809 | Time: 1770.37 ms [2021-05-12 18:33:32 main:574] : INFO : Epoch 1671 | loss: 0.0311165 | val_loss: 0.0311851 | Time: 1768.46 ms [2021-05-12 18:33:34 main:574] : INFO : Epoch 1672 | loss: 0.0311179 | val_loss: 0.0311805 | Time: 1758.07 ms [2021-05-12 18:33:36 main:574] : INFO : Epoch 1673 | loss: 0.03112 | val_loss: 0.0311876 | Time: 1766.42 ms [2021-05-12 18:33:38 main:574] : INFO : Epoch 1674 | loss: 0.0311174 | val_loss: 0.0311834 | Time: 1757.79 ms [2021-05-12 18:33:40 main:574] : INFO : Epoch 1675 | loss: 0.0311189 | val_loss: 0.0311852 | Time: 1760.21 ms [2021-05-12 18:33:41 main:574] : INFO : Epoch 1676 | loss: 0.0311161 | val_loss: 0.0311813 | Time: 1779.43 ms [2021-05-12 18:33:43 main:574] : INFO : Epoch 1677 | loss: 0.0311154 | val_loss: 0.031187 | Time: 1757.96 ms [2021-05-12 18:33:45 main:574] : INFO : Epoch 1678 | loss: 0.031116 | val_loss: 0.0311847 | Time: 1757.97 ms [2021-05-12 18:33:47 main:574] : INFO : Epoch 1679 | loss: 0.0311166 | val_loss: 0.0311799 | Time: 1763.09 ms [2021-05-12 18:33:48 main:574] : INFO : Epoch 1680 | loss: 0.0311231 | val_loss: 0.031187 | Time: 1756.92 ms [2021-05-12 18:33:50 main:574] : INFO : Epoch 1681 | loss: 0.0311177 | val_loss: 0.0311921 | Time: 1769.79 ms [2021-05-12 18:33:52 main:574] : INFO : Epoch 1682 | loss: 0.0311146 | val_loss: 0.0311809 | Time: 1763.64 ms [2021-05-12 18:33:54 main:574] : INFO : Epoch 1683 | loss: 0.0311167 | val_loss: 0.0311865 | Time: 1757.92 ms [2021-05-12 18:33:55 main:574] : INFO : Epoch 1684 | loss: 0.031114 | val_loss: 0.0311791 | Time: 1755.83 ms [2021-05-12 18:33:57 main:574] : INFO : Epoch 1685 | loss: 0.0311142 | val_loss: 0.0311824 | Time: 1769.69 ms [2021-05-12 18:33:59 main:574] : INFO : Epoch 1686 | loss: 0.0311142 | val_loss: 0.0311866 | Time: 1772.42 ms [2021-05-12 18:34:01 main:574] : INFO : Epoch 1687 | loss: 0.0311128 | val_loss: 0.0311919 | Time: 1777.63 ms [2021-05-12 18:34:03 main:574] : INFO : Epoch 1688 | loss: 0.0311142 | val_loss: 0.0311866 | Time: 1760.59 ms [2021-05-12 18:34:04 main:574] : INFO : Epoch 1689 | loss: 0.0311147 | val_loss: 0.0311872 | Time: 1750.74 ms [2021-05-12 18:34:06 main:574] : INFO : Epoch 1690 | loss: 0.0311311 | val_loss: 0.0311814 | Time: 1759.52 ms [2021-05-12 18:34:08 main:574] : INFO : Epoch 1691 | loss: 0.0311204 | val_loss: 0.0311773 | Time: 1762.54 ms [2021-05-12 18:34:10 main:574] : INFO : Epoch 1692 | loss: 0.0311164 | val_loss: 0.0311862 | Time: 1772.22 ms [2021-05-12 18:34:11 main:574] : INFO : Epoch 1693 | loss: 0.0311145 | val_loss: 0.0311794 | Time: 1768.57 ms [2021-05-12 18:34:13 main:574] : INFO : Epoch 1694 | loss: 0.0311107 | val_loss: 0.0311882 | Time: 1749.51 ms [2021-05-12 18:34:15 main:574] : INFO : Epoch 1695 | loss: 0.031112 | val_loss: 0.0311925 | Time: 1760.71 ms [2021-05-12 18:34:17 main:574] : INFO : Epoch 1696 | loss: 0.0311192 | val_loss: 0.0311912 | Time: 1766.19 ms [2021-05-12 18:34:18 main:574] : INFO : Epoch 1697 | loss: 0.0311121 | val_loss: 0.0311831 | Time: 1762.29 ms [2021-05-12 18:34:20 main:574] : INFO : Epoch 1698 | loss: 0.0311113 | val_loss: 0.0311879 | Time: 1762.36 ms [2021-05-12 18:34:22 main:574] : INFO : Epoch 1699 | loss: 0.0311102 | val_loss: 0.031186 | Time: 1769.16 ms [2021-05-12 18:34:24 main:574] : INFO : Epoch 1700 | loss: 0.0311118 | val_loss: 0.031183 | Time: 1763.46 ms [2021-05-12 18:34:26 main:574] : INFO : Epoch 1701 | loss: 0.0311171 | val_loss: 0.0311975 | Time: 1770.83 ms [2021-05-12 18:34:27 main:574] : INFO : Epoch 1702 | loss: 0.0311165 | val_loss: 0.0311841 | Time: 1777.53 ms [2021-05-12 18:34:29 main:574] : INFO : Epoch 1703 | loss: 0.031112 | val_loss: 0.0311835 | Time: 1767.86 ms [2021-05-12 18:34:31 main:574] : INFO : Epoch 1704 | loss: 0.031118 | val_loss: 0.0311797 | Time: 1765.86 ms [2021-05-12 18:34:33 main:574] : INFO : Epoch 1705 | loss: 0.0311221 | val_loss: 0.0311832 | Time: 1759.01 ms [2021-05-12 18:34:34 main:574] : INFO : Epoch 1706 | loss: 0.0311264 | val_loss: 0.0311844 | Time: 1781.97 ms [2021-05-12 18:34:36 main:574] : INFO : Epoch 1707 | loss: 0.0311148 | val_loss: 0.0311914 | Time: 1774.06 ms [2021-05-12 18:34:38 main:574] : INFO : Epoch 1708 | loss: 0.0311104 | val_loss: 0.0311909 | Time: 1774.65 ms [2021-05-12 18:34:40 main:574] : INFO : Epoch 1709 | loss: 0.0311126 | val_loss: 0.0311776 | Time: 1757.01 ms [2021-05-12 18:34:41 main:574] : INFO : Epoch 1710 | loss: 0.0311148 | val_loss: 0.0311927 | Time: 1764.96 ms [2021-05-12 18:34:43 main:574] : INFO : Epoch 1711 | loss: 0.0311131 | val_loss: 0.0311831 | Time: 1773.32 ms [2021-05-12 18:34:45 main:574] : INFO : Epoch 1712 | loss: 0.0311163 | val_loss: 0.0311954 | Time: 1765.61 ms [2021-05-12 18:34:47 main:574] : INFO : Epoch 1713 | loss: 0.0311132 | val_loss: 0.0311772 | Time: 1759.05 ms [2021-05-12 18:34:49 main:574] : INFO : Epoch 1714 | loss: 0.0311092 | val_loss: 0.0311869 | Time: 1763.96 ms [2021-05-12 18:34:50 main:574] : INFO : Epoch 1715 | loss: 0.0311072 | val_loss: 0.0311917 | Time: 1767.48 ms [2021-05-12 18:34:52 main:574] : INFO : Epoch 1716 | loss: 0.0311079 | val_loss: 0.0311882 | Time: 1775.23 ms [2021-05-12 18:34:54 main:574] : INFO : Epoch 1717 | loss: 0.0311101 | val_loss: 0.0311835 | Time: 1762.16 ms [2021-05-12 18:34:56 main:574] : INFO : Epoch 1718 | loss: 0.0311112 | val_loss: 0.0311987 | Time: 1776.2 ms [2021-05-12 18:34:57 main:574] : INFO : Epoch 1719 | loss: 0.0311084 | val_loss: 0.031191 | Time: 1753.34 ms [2021-05-12 18:34:59 main:574] : INFO : Epoch 1720 | loss: 0.0311084 | val_loss: 0.0311883 | Time: 1762.95 ms [2021-05-12 18:35:01 main:574] : INFO : Epoch 1721 | loss: 0.0311097 | val_loss: 0.0311973 | Time: 1749.54 ms [2021-05-12 18:35:03 main:574] : INFO : Epoch 1722 | loss: 0.0311057 | val_loss: 0.031194 | Time: 1765.43 ms [2021-05-12 18:35:04 main:574] : INFO : Epoch 1723 | loss: 0.0311122 | val_loss: 0.0311842 | Time: 1771.14 ms [2021-05-12 18:35:06 main:574] : INFO : Epoch 1724 | loss: 0.0311079 | val_loss: 0.0311974 | Time: 1752.21 ms [2021-05-12 18:35:08 main:574] : INFO : Epoch 1725 | loss: 0.0311085 | val_loss: 0.0311873 | Time: 1774.56 ms [2021-05-12 18:35:10 main:574] : INFO : Epoch 1726 | loss: 0.0311091 | val_loss: 0.0311869 | Time: 1778.41 ms [2021-05-12 18:35:12 main:574] : INFO : Epoch 1727 | loss: 0.0311066 | val_loss: 0.0311877 | Time: 1775.55 ms [2021-05-12 18:35:13 main:574] : INFO : Epoch 1728 | loss: 0.0311092 | val_loss: 0.0311973 | Time: 1754.69 ms [2021-05-12 18:35:15 main:574] : INFO : Epoch 1729 | loss: 0.0311064 | val_loss: 0.0311974 | Time: 1762.2 ms [2021-05-12 18:35:17 main:574] : INFO : Epoch 1730 | loss: 0.03111 | val_loss: 0.0311929 | Time: 1766.52 ms [2021-05-12 18:35:19 main:574] : INFO : Epoch 1731 | loss: 0.03111 | val_loss: 0.0312023 | Time: 1771.21 ms [2021-05-12 18:35:20 main:574] : INFO : Epoch 1732 | loss: 0.0311176 | val_loss: 0.0311827 | Time: 1762.1 ms [2021-05-12 18:35:22 main:574] : INFO : Epoch 1733 | loss: 0.0311249 | val_loss: 0.0311991 | Time: 1768.08 ms [2021-05-12 18:35:24 main:574] : INFO : Epoch 1734 | loss: 0.0311134 | val_loss: 0.0311929 | Time: 1746.59 ms [2021-05-12 18:35:26 main:574] : INFO : Epoch 1735 | loss: 0.0311077 | val_loss: 0.0311842 | Time: 1769.55 ms [2021-05-12 18:35:27 main:574] : INFO : Epoch 1736 | loss: 0.0311044 | val_loss: 0.0311909 | Time: 1768.66 ms [2021-05-12 18:35:29 main:574] : INFO : Epoch 1737 | loss: 0.0311054 | val_loss: 0.0311828 | Time: 1767.09 ms [2021-05-12 18:35:31 main:574] : INFO : Epoch 1738 | loss: 0.0311056 | val_loss: 0.0311851 | Time: 1765.43 ms [2021-05-12 18:35:33 main:574] : INFO : Epoch 1739 | loss: 0.031104 | val_loss: 0.0311856 | Time: 1772.61 ms [2021-05-12 18:35:35 main:574] : INFO : Epoch 1740 | loss: 0.0311053 | val_loss: 0.0311982 | Time: 1782.87 ms [2021-05-12 18:35:36 main:574] : INFO : Epoch 1741 | loss: 0.0311036 | val_loss: 0.0311913 | Time: 1767.62 ms [2021-05-12 18:35:38 main:574] : INFO : Epoch 1742 | loss: 0.0311037 | val_loss: 0.031189 | Time: 1764.77 ms [2021-05-12 18:35:40 main:574] : INFO : Epoch 1743 | loss: 0.0311005 | val_loss: 0.0311913 | Time: 1762.04 ms [2021-05-12 18:35:42 main:574] : INFO : Epoch 1744 | loss: 0.0311025 | val_loss: 0.0311975 | Time: 1758.52 ms [2021-05-12 18:35:43 main:574] : INFO : Epoch 1745 | loss: 0.0311025 | val_loss: 0.0311945 | Time: 1769.81 ms [2021-05-12 18:35:45 main:574] : INFO : Epoch 1746 | loss: 0.0311025 | val_loss: 0.0311949 | Time: 1762.34 ms [2021-05-12 18:35:47 main:574] : INFO : Epoch 1747 | loss: 0.0311016 | val_loss: 0.0311919 | Time: 1761.64 ms [2021-05-12 18:35:49 main:574] : INFO : Epoch 1748 | loss: 0.0311024 | val_loss: 0.0311835 | Time: 1771.31 ms [2021-05-12 18:35:51 main:574] : INFO : Epoch 1749 | loss: 0.0310999 | val_loss: 0.0311903 | Time: 1767.94 ms [2021-05-12 18:35:52 main:574] : INFO : Epoch 1750 | loss: 0.0311019 | val_loss: 0.0311813 | Time: 1762.74 ms [2021-05-12 18:35:54 main:574] : INFO : Epoch 1751 | loss: 0.0311068 | val_loss: 0.0311837 | Time: 1770.64 ms [2021-05-12 18:35:56 main:574] : INFO : Epoch 1752 | loss: 0.0311078 | val_loss: 0.0311922 | Time: 1769.14 ms [2021-05-12 18:35:58 main:574] : INFO : Epoch 1753 | loss: 0.0311048 | val_loss: 0.0311934 | Time: 1769.93 ms [2021-05-12 18:35:59 main:574] : INFO : Epoch 1754 | loss: 0.0311051 | val_loss: 0.0311956 | Time: 1772.93 ms [2021-05-12 18:36:01 main:574] : INFO : Epoch 1755 | loss: 0.0311172 | val_loss: 0.0311885 | Time: 1767.85 ms [2021-05-12 18:36:03 main:574] : INFO : Epoch 1756 | loss: 0.031114 | val_loss: 0.0311985 | Time: 1768.34 ms [2021-05-12 18:36:05 main:574] : INFO : Epoch 1757 | loss: 0.0311141 | val_loss: 0.0311888 | Time: 1773.21 ms [2021-05-12 18:36:06 main:574] : INFO : Epoch 1758 | loss: 0.0311051 | val_loss: 0.0311906 | Time: 1750.69 ms [2021-05-12 18:36:08 main:574] : INFO : Epoch 1759 | loss: 0.0311067 | val_loss: 0.0311952 | Time: 1770.09 ms [2021-05-12 18:36:10 main:574] : INFO : Epoch 1760 | loss: 0.0311072 | val_loss: 0.0312067 | Time: 1763.9 ms [2021-05-12 18:36:12 main:574] : INFO : Epoch 1761 | loss: 0.0311104 | val_loss: 0.031192 | Time: 1764.45 ms [2021-05-12 18:36:14 main:574] : INFO : Epoch 1762 | loss: 0.0311039 | val_loss: 0.0311932 | Time: 1760.79 ms [2021-05-12 18:36:15 main:574] : INFO : Epoch 1763 | loss: 0.0311015 | val_loss: 0.0311913 | Time: 1761.14 ms [2021-05-12 18:36:17 main:574] : INFO : Epoch 1764 | loss: 0.0311017 | val_loss: 0.0311983 | Time: 1762.73 ms [2021-05-12 18:36:19 main:574] : INFO : Epoch 1765 | loss: 0.0311046 | val_loss: 0.0312086 | Time: 1752.61 ms [2021-05-12 18:36:21 main:574] : INFO : Epoch 1766 | loss: 0.0311055 | val_loss: 0.0311863 | Time: 1775.63 ms [2021-05-12 18:36:22 main:574] : INFO : Epoch 1767 | loss: 0.0310989 | val_loss: 0.031189 | Time: 1770.82 ms [2021-05-12 18:36:24 main:574] : INFO : Epoch 1768 | loss: 0.0311045 | val_loss: 0.0311916 | Time: 1745.93 ms [2021-05-12 18:36:26 main:574] : INFO : Epoch 1769 | loss: 0.0311047 | val_loss: 0.0311827 | Time: 1758.3 ms [2021-05-12 18:36:28 main:574] : INFO : Epoch 1770 | loss: 0.0311058 | val_loss: 0.0311856 | Time: 1758.7 ms [2021-05-12 18:36:29 main:574] : INFO : Epoch 1771 | loss: 0.0311018 | val_loss: 0.0312009 | Time: 1769.52 ms [2021-05-12 18:36:31 main:574] : INFO : Epoch 1772 | loss: 0.0311001 | val_loss: 0.0312036 | Time: 1777.54 ms [2021-05-12 18:36:33 main:574] : INFO : Epoch 1773 | loss: 0.031101 | val_loss: 0.0311944 | Time: 1763.48 ms [2021-05-12 18:36:35 main:574] : INFO : Epoch 1774 | loss: 0.0311074 | val_loss: 0.0311888 | Time: 1756.18 ms [2021-05-12 18:36:37 main:574] : INFO : Epoch 1775 | loss: 0.0311083 | val_loss: 0.0311961 | Time: 1774.27 ms [2021-05-12 18:36:38 main:574] : INFO : Epoch 1776 | loss: 0.0311015 | val_loss: 0.0311928 | Time: 1768.28 ms [2021-05-12 18:36:40 main:574] : INFO : Epoch 1777 | loss: 0.031099 | val_loss: 0.0311953 | Time: 1758.48 ms [2021-05-12 18:36:42 main:574] : INFO : Epoch 1778 | loss: 0.0310982 | val_loss: 0.0311913 | Time: 1760.71 ms [2021-05-12 18:36:44 main:574] : INFO : Epoch 1779 | loss: 0.031097 | val_loss: 0.0311882 | Time: 1753.2 ms [2021-05-12 18:36:45 main:574] : INFO : Epoch 1780 | loss: 0.0310972 | val_loss: 0.0311899 | Time: 1768.83 ms [2021-05-12 18:36:47 main:574] : INFO : Epoch 1781 | loss: 0.031099 | val_loss: 0.0311857 | Time: 1768.4 ms [2021-05-12 18:36:49 main:574] : INFO : Epoch 1782 | loss: 0.0310996 | val_loss: 0.0311958 | Time: 1778.03 ms [2021-05-12 18:36:51 main:574] : INFO : Epoch 1783 | loss: 0.031101 | val_loss: 0.0311907 | Time: 1753.27 ms [2021-05-12 18:36:52 main:574] : INFO : Epoch 1784 | loss: 0.0310999 | val_loss: 0.0311961 | Time: 1769.02 ms [2021-05-12 18:36:54 main:574] : INFO : Epoch 1785 | loss: 0.0310989 | val_loss: 0.0311962 | Time: 1763.9 ms [2021-05-12 18:36:56 main:574] : INFO : Epoch 1786 | loss: 0.0310974 | val_loss: 0.0311978 | Time: 1760.09 ms [2021-05-12 18:36:58 main:574] : INFO : Epoch 1787 | loss: 0.0310979 | val_loss: 0.0311948 | Time: 1765.57 ms [2021-05-12 18:37:00 main:574] : INFO : Epoch 1788 | loss: 0.0311003 | val_loss: 0.0311988 | Time: 1757.99 ms [2021-05-12 18:37:01 main:574] : INFO : Epoch 1789 | loss: 0.031098 | val_loss: 0.0311913 | Time: 1758.32 ms [2021-05-12 18:37:03 main:574] : INFO : Epoch 1790 | loss: 0.0311016 | val_loss: 0.0311946 | Time: 1763.72 ms [2021-05-12 18:37:05 main:574] : INFO : Epoch 1791 | loss: 0.0310971 | val_loss: 0.0312003 | Time: 1764.23 ms [2021-05-12 18:37:07 main:574] : INFO : Epoch 1792 | loss: 0.0311025 | val_loss: 0.0311871 | Time: 1760.99 ms [2021-05-12 18:37:08 main:574] : INFO : Epoch 1793 | loss: 0.0310999 | val_loss: 0.0311924 | Time: 1757.94 ms [2021-05-12 18:37:10 main:574] : INFO : Epoch 1794 | loss: 0.0310994 | val_loss: 0.0312021 | Time: 1760.85 ms [2021-05-12 18:37:12 main:574] : INFO : Epoch 1795 | loss: 0.0310986 | val_loss: 0.0311927 | Time: 1764.7 ms [2021-05-12 18:37:14 main:574] : INFO : Epoch 1796 | loss: 0.0310978 | val_loss: 0.0311929 | Time: 1759.48 ms [2021-05-12 18:37:15 main:574] : INFO : Epoch 1797 | loss: 0.0310921 | val_loss: 0.0312007 | Time: 1769.28 ms [2021-05-12 18:37:17 main:574] : INFO : Epoch 1798 | loss: 0.0310933 | val_loss: 0.031204 | Time: 1768.18 ms [2021-05-12 18:37:19 main:574] : INFO : Epoch 1799 | loss: 0.0310942 | val_loss: 0.0311957 | Time: 1765.38 ms [2021-05-12 18:37:21 main:574] : INFO : Epoch 1800 | loss: 0.0311062 | val_loss: 0.0311944 | Time: 1769.37 ms [2021-05-12 18:37:23 main:574] : INFO : Epoch 1801 | loss: 0.0311067 | val_loss: 0.0311972 | Time: 1768.07 ms [2021-05-12 18:37:24 main:574] : INFO : Epoch 1802 | loss: 0.0311011 | val_loss: 0.0312077 | Time: 1758.75 ms [2021-05-12 18:37:26 main:574] : INFO : Epoch 1803 | loss: 0.0310985 | val_loss: 0.0311969 | Time: 1767.6 ms [2021-05-12 18:37:28 main:574] : INFO : Epoch 1804 | loss: 0.0310948 | val_loss: 0.0311965 | Time: 1761.09 ms [2021-05-12 18:37:30 main:574] : INFO : Epoch 1805 | loss: 0.0310945 | val_loss: 0.0312002 | Time: 1765.97 ms [2021-05-12 18:37:31 main:574] : INFO : Epoch 1806 | loss: 0.031094 | val_loss: 0.0312031 | Time: 1754.9 ms [2021-05-12 18:37:33 main:574] : INFO : Epoch 1807 | loss: 0.0310918 | val_loss: 0.0311994 | Time: 1752.66 ms [2021-05-12 18:37:35 main:574] : INFO : Epoch 1808 | loss: 0.0310977 | val_loss: 0.031205 | Time: 1768.97 ms [2021-05-12 18:37:37 main:574] : INFO : Epoch 1809 | loss: 0.0310978 | val_loss: 0.0312049 | Time: 1765.31 ms [2021-05-12 18:37:38 main:574] : INFO : Epoch 1810 | loss: 0.0310913 | val_loss: 0.0312051 | Time: 1764.44 ms [2021-05-12 18:37:40 main:574] : INFO : Epoch 1811 | loss: 0.0310934 | val_loss: 0.0311866 | Time: 1766.28 ms [2021-05-12 18:37:42 main:574] : INFO : Epoch 1812 | loss: 0.0310948 | val_loss: 0.0311898 | Time: 1766.84 ms [2021-05-12 18:37:44 main:574] : INFO : Epoch 1813 | loss: 0.0310948 | val_loss: 0.0312067 | Time: 1762.67 ms [2021-05-12 18:37:46 main:574] : INFO : Epoch 1814 | loss: 0.0311007 | val_loss: 0.0311945 | Time: 1764.94 ms [2021-05-12 18:37:47 main:574] : INFO : Epoch 1815 | loss: 0.0311055 | val_loss: 0.0311939 | Time: 1757.72 ms [2021-05-12 18:37:49 main:574] : INFO : Epoch 1816 | loss: 0.0310942 | val_loss: 0.0311971 | Time: 1750.33 ms [2021-05-12 18:37:51 main:574] : INFO : Epoch 1817 | loss: 0.0310915 | val_loss: 0.0311951 | Time: 1754.03 ms [2021-05-12 18:37:53 main:574] : INFO : Epoch 1818 | loss: 0.0310936 | val_loss: 0.0312005 | Time: 1759.41 ms [2021-05-12 18:37:54 main:574] : INFO : Epoch 1819 | loss: 0.0310925 | val_loss: 0.0311895 | Time: 1764.9 ms [2021-05-12 18:37:56 main:574] : INFO : Epoch 1820 | loss: 0.0310922 | val_loss: 0.0311877 | Time: 1762.68 ms [2021-05-12 18:37:58 main:574] : INFO : Epoch 1821 | loss: 0.0310957 | val_loss: 0.0311953 | Time: 1741.3 ms [2021-05-12 18:38:00 main:574] : INFO : Epoch 1822 | loss: 0.0310976 | val_loss: 0.0311944 | Time: 1748.72 ms [2021-05-12 18:38:01 main:574] : INFO : Epoch 1823 | loss: 0.0310983 | val_loss: 0.0311972 | Time: 1770.56 ms [2021-05-12 18:38:03 main:574] : INFO : Epoch 1824 | loss: 0.0310967 | val_loss: 0.0312005 | Time: 1756.25 ms [2021-05-12 18:38:05 main:574] : INFO : Epoch 1825 | loss: 0.0310974 | val_loss: 0.0312103 | Time: 1771.64 ms [2021-05-12 18:38:07 main:574] : INFO : Epoch 1826 | loss: 0.0310961 | val_loss: 0.0312088 | Time: 1759.31 ms [2021-05-12 18:38:08 main:574] : INFO : Epoch 1827 | loss: 0.0311008 | val_loss: 0.0311971 | Time: 1755.81 ms [2021-05-12 18:38:10 main:574] : INFO : Epoch 1828 | loss: 0.0311006 | val_loss: 0.0312178 | Time: 1770.77 ms [2021-05-12 18:38:12 main:574] : INFO : Epoch 1829 | loss: 0.0311077 | val_loss: 0.031206 | Time: 1757.15 ms [2021-05-12 18:38:14 main:574] : INFO : Epoch 1830 | loss: 0.0310943 | val_loss: 0.0312013 | Time: 1754.4 ms [2021-05-12 18:38:16 main:574] : INFO : Epoch 1831 | loss: 0.0310895 | val_loss: 0.0311998 | Time: 1763.58 ms [2021-05-12 18:38:17 main:574] : INFO : Epoch 1832 | loss: 0.0310884 | val_loss: 0.031202 | Time: 1758.39 ms [2021-05-12 18:38:19 main:574] : INFO : Epoch 1833 | loss: 0.0310891 | val_loss: 0.0312061 | Time: 1760.18 ms [2021-05-12 18:38:21 main:574] : INFO : Epoch 1834 | loss: 0.0310889 | val_loss: 0.0312051 | Time: 1760.75 ms [2021-05-12 18:38:23 main:574] : INFO : Epoch 1835 | loss: 0.0310891 | val_loss: 0.0312066 | Time: 1765.78 ms [2021-05-12 18:38:24 main:574] : INFO : Epoch 1836 | loss: 0.0310893 | val_loss: 0.0311993 | Time: 1742.54 ms [2021-05-12 18:38:26 main:574] : INFO : Epoch 1837 | loss: 0.0310955 | val_loss: 0.0312001 | Time: 1776.17 ms [2021-05-12 18:38:28 main:574] : INFO : Epoch 1838 | loss: 0.0310942 | val_loss: 0.0311987 | Time: 1776.82 ms [2021-05-12 18:38:30 main:574] : INFO : Epoch 1839 | loss: 0.0310912 | val_loss: 0.0311973 | Time: 1773.94 ms [2021-05-12 18:38:31 main:574] : INFO : Epoch 1840 | loss: 0.031092 | val_loss: 0.0312001 | Time: 1768.7 ms [2021-05-12 18:38:33 main:574] : INFO : Epoch 1841 | loss: 0.0310912 | val_loss: 0.0311987 | Time: 1776.77 ms [2021-05-12 18:38:35 main:574] : INFO : Epoch 1842 | loss: 0.0310938 | val_loss: 0.0311986 | Time: 1780.21 ms [2021-05-12 18:38:37 main:574] : INFO : Epoch 1843 | loss: 0.0310982 | val_loss: 0.0311993 | Time: 1763.1 ms [2021-05-12 18:38:39 main:574] : INFO : Epoch 1844 | loss: 0.0310928 | val_loss: 0.0312088 | Time: 1759.45 ms [2021-05-12 18:38:40 main:574] : INFO : Epoch 1845 | loss: 0.0310909 | val_loss: 0.0311911 | Time: 1754.56 ms [2021-05-12 18:38:42 main:574] : INFO : Epoch 1846 | loss: 0.0310921 | val_loss: 0.031205 | Time: 1781.13 ms [2021-05-12 18:38:44 main:574] : INFO : Epoch 1847 | loss: 0.031092 | val_loss: 0.0312072 | Time: 1753.3 ms [2021-05-12 18:38:46 main:574] : INFO : Epoch 1848 | loss: 0.0310925 | val_loss: 0.0312066 | Time: 1762.69 ms [2021-05-12 18:38:47 main:574] : INFO : Epoch 1849 | loss: 0.0310902 | val_loss: 0.0312026 | Time: 1761.07 ms [2021-05-12 18:38:49 main:574] : INFO : Epoch 1850 | loss: 0.0310912 | val_loss: 0.0311916 | Time: 1765.67 ms [2021-05-12 18:38:51 main:574] : INFO : Epoch 1851 | loss: 0.0310959 | val_loss: 0.0312161 | Time: 1767.98 ms [2021-05-12 18:38:53 main:574] : INFO : Epoch 1852 | loss: 0.0310894 | val_loss: 0.0312023 | Time: 1751.38 ms [2021-05-12 18:38:54 main:574] : INFO : Epoch 1853 | loss: 0.0310913 | val_loss: 0.031204 | Time: 1766.98 ms [2021-05-12 18:38:56 main:574] : INFO : Epoch 1854 | loss: 0.0310898 | val_loss: 0.031214 | Time: 1774.61 ms [2021-05-12 18:38:58 main:574] : INFO : Epoch 1855 | loss: 0.0310909 | val_loss: 0.0312009 | Time: 1767.32 ms [2021-05-12 18:39:00 main:574] : INFO : Epoch 1856 | loss: 0.0310913 | val_loss: 0.0312083 | Time: 1753.26 ms [2021-05-12 18:39:02 main:574] : INFO : Epoch 1857 | loss: 0.0310877 | val_loss: 0.0312027 | Time: 1764.75 ms [2021-05-12 18:39:03 main:574] : INFO : Epoch 1858 | loss: 0.0310893 | val_loss: 0.0311938 | Time: 1764.72 ms [2021-05-12 18:39:05 main:574] : INFO : Epoch 1859 | loss: 0.0310894 | val_loss: 0.0312082 | Time: 1761.52 ms [2021-05-12 18:39:07 main:574] : INFO : Epoch 1860 | loss: 0.0310896 | val_loss: 0.0312043 | Time: 1770.7 ms [2021-05-12 18:39:09 main:574] : INFO : Epoch 1861 | loss: 0.0310939 | val_loss: 0.0312098 | Time: 1777.9 ms [2021-05-12 18:39:10 main:574] : INFO : Epoch 1862 | loss: 0.0310902 | val_loss: 0.0312021 | Time: 1786.52 ms [2021-05-12 18:39:12 main:574] : INFO : Epoch 1863 | loss: 0.0310902 | val_loss: 0.0311952 | Time: 1762.6 ms [2021-05-12 18:39:14 main:574] : INFO : Epoch 1864 | loss: 0.0310971 | val_loss: 0.0312006 | Time: 1762.19 ms [2021-05-12 18:39:16 main:574] : INFO : Epoch 1865 | loss: 0.0310937 | val_loss: 0.0311978 | Time: 1769.66 ms [2021-05-12 18:39:17 main:574] : INFO : Epoch 1866 | loss: 0.0310886 | val_loss: 0.0312163 | Time: 1759.45 ms [2021-05-12 18:39:19 main:574] : INFO : Epoch 1867 | loss: 0.0310877 | val_loss: 0.0312022 | Time: 1760.77 ms [2021-05-12 18:39:21 main:574] : INFO : Epoch 1868 | loss: 0.0310882 | val_loss: 0.0312165 | Time: 1761.12 ms [2021-05-12 18:39:23 main:574] : INFO : Epoch 1869 | loss: 0.0310883 | val_loss: 0.0312077 | Time: 1770.81 ms [2021-05-12 18:39:25 main:574] : INFO : Epoch 1870 | loss: 0.0310902 | val_loss: 0.0312091 | Time: 1767.13 ms [2021-05-12 18:39:26 main:574] : INFO : Epoch 1871 | loss: 0.0310853 | val_loss: 0.0312036 | Time: 1753.49 ms [2021-05-12 18:39:28 main:574] : INFO : Epoch 1872 | loss: 0.0310845 | val_loss: 0.0312103 | Time: 1769.97 ms [2021-05-12 18:39:30 main:574] : INFO : Epoch 1873 | loss: 0.0310835 | val_loss: 0.031209 | Time: 1760.87 ms [2021-05-12 18:39:32 main:574] : INFO : Epoch 1874 | loss: 0.0310898 | val_loss: 0.0312086 | Time: 1767.92 ms [2021-05-12 18:39:33 main:574] : INFO : Epoch 1875 | loss: 0.0310858 | val_loss: 0.0312074 | Time: 1752.01 ms [2021-05-12 18:39:35 main:574] : INFO : Epoch 1876 | loss: 0.0310854 | val_loss: 0.031206 | Time: 1752.9 ms [2021-05-12 18:39:37 main:574] : INFO : Epoch 1877 | loss: 0.0310855 | val_loss: 0.0312032 | Time: 1768.83 ms [2021-05-12 18:39:39 main:574] : INFO : Epoch 1878 | loss: 0.0310938 | val_loss: 0.031214 | Time: 1780.98 ms [2021-05-12 18:39:40 main:574] : INFO : Epoch 1879 | loss: 0.0310906 | val_loss: 0.0312086 | Time: 1766.46 ms [2021-05-12 18:39:42 main:574] : INFO : Epoch 1880 | loss: 0.0310909 | val_loss: 0.0312112 | Time: 1764.18 ms [2021-05-12 18:39:44 main:574] : INFO : Epoch 1881 | loss: 0.0310901 | val_loss: 0.0312164 | Time: 1775.41 ms [2021-05-12 18:39:46 main:574] : INFO : Epoch 1882 | loss: 0.0310848 | val_loss: 0.0311938 | Time: 1765.3 ms [2021-05-12 18:39:48 main:574] : INFO : Epoch 1883 | loss: 0.0310834 | val_loss: 0.0312089 | Time: 1775.45 ms [2021-05-12 18:39:49 main:574] : INFO : Epoch 1884 | loss: 0.0310915 | val_loss: 0.031211 | Time: 1771.57 ms [2021-05-12 18:39:51 main:574] : INFO : Epoch 1885 | loss: 0.031092 | val_loss: 0.031197 | Time: 1753.53 ms [2021-05-12 18:39:53 main:574] : INFO : Epoch 1886 | loss: 0.0310914 | val_loss: 0.0312059 | Time: 1763.93 ms [2021-05-12 18:39:55 main:574] : INFO : Epoch 1887 | loss: 0.0310896 | val_loss: 0.0311931 | Time: 1752.73 ms [2021-05-12 18:39:56 main:574] : INFO : Epoch 1888 | loss: 0.0310918 | val_loss: 0.0312023 | Time: 1757.83 ms [2021-05-12 18:39:58 main:574] : INFO : Epoch 1889 | loss: 0.0310937 | val_loss: 0.0312043 | Time: 1760.2 ms [2021-05-12 18:40:00 main:574] : INFO : Epoch 1890 | loss: 0.0310927 | val_loss: 0.0312133 | Time: 1767.21 ms [2021-05-12 18:40:02 main:574] : INFO : Epoch 1891 | loss: 0.0310929 | val_loss: 0.0312021 | Time: 1761.14 ms [2021-05-12 18:40:03 main:574] : INFO : Epoch 1892 | loss: 0.0310891 | val_loss: 0.0312093 | Time: 1776.05 ms [2021-05-12 18:40:05 main:574] : INFO : Epoch 1893 | loss: 0.0310865 | val_loss: 0.0312041 | Time: 1769.21 ms [2021-05-12 18:40:07 main:574] : INFO : Epoch 1894 | loss: 0.0310903 | val_loss: 0.031233 | Time: 1760.07 ms [2021-05-12 18:40:09 main:574] : INFO : Epoch 1895 | loss: 0.0310954 | val_loss: 0.0312086 | Time: 1758.2 ms [2021-05-12 18:40:11 main:574] : INFO : Epoch 1896 | loss: 0.0310933 | val_loss: 0.0312079 | Time: 1749.8 ms [2021-05-12 18:40:12 main:574] : INFO : Epoch 1897 | loss: 0.0310812 | val_loss: 0.0312139 | Time: 1758.95 ms [2021-05-12 18:40:14 main:574] : INFO : Epoch 1898 | loss: 0.0310779 | val_loss: 0.0312032 | Time: 1771.67 ms [2021-05-12 18:40:16 main:574] : INFO : Epoch 1899 | loss: 0.0310822 | val_loss: 0.0312169 | Time: 1770.18 ms [2021-05-12 18:40:18 main:574] : INFO : Epoch 1900 | loss: 0.0310852 | val_loss: 0.0312127 | Time: 1748.7 ms [2021-05-12 18:40:19 main:574] : INFO : Epoch 1901 | loss: 0.0310806 | val_loss: 0.0312188 | Time: 1765.33 ms [2021-05-12 18:40:21 main:574] : INFO : Epoch 1902 | loss: 0.0310826 | val_loss: 0.0312021 | Time: 1762.66 ms [2021-05-12 18:40:23 main:574] : INFO : Epoch 1903 | loss: 0.0310829 | val_loss: 0.0312276 | Time: 1762.45 ms [2021-05-12 18:40:25 main:574] : INFO : Epoch 1904 | loss: 0.0310851 | val_loss: 0.0312002 | Time: 1770.96 ms [2021-05-12 18:40:26 main:574] : INFO : Epoch 1905 | loss: 0.0310861 | val_loss: 0.0312119 | Time: 1762.46 ms [2021-05-12 18:40:28 main:574] : INFO : Epoch 1906 | loss: 0.0310848 | val_loss: 0.031219 | Time: 1747.82 ms [2021-05-12 18:40:30 main:574] : INFO : Epoch 1907 | loss: 0.0310868 | val_loss: 0.0312095 | Time: 1764.28 ms [2021-05-12 18:40:32 main:574] : INFO : Epoch 1908 | loss: 0.0310849 | val_loss: 0.0312067 | Time: 1750.1 ms [2021-05-12 18:40:34 main:574] : INFO : Epoch 1909 | loss: 0.0310864 | val_loss: 0.0312212 | Time: 1762.02 ms [2021-05-12 18:40:35 main:574] : INFO : Epoch 1910 | loss: 0.0310858 | val_loss: 0.0312038 | Time: 1758.95 ms [2021-05-12 18:40:37 main:574] : INFO : Epoch 1911 | loss: 0.0310854 | val_loss: 0.0312175 | Time: 1761.82 ms [2021-05-12 18:40:39 main:574] : INFO : Epoch 1912 | loss: 0.0310831 | val_loss: 0.0312022 | Time: 1762.93 ms [2021-05-12 18:40:41 main:574] : INFO : Epoch 1913 | loss: 0.0310794 | val_loss: 0.0312088 | Time: 1764.82 ms [2021-05-12 18:40:42 main:574] : INFO : Epoch 1914 | loss: 0.0310794 | val_loss: 0.0312047 | Time: 1768.75 ms [2021-05-12 18:40:44 main:574] : INFO : Epoch 1915 | loss: 0.03108 | val_loss: 0.0312114 | Time: 1775.24 ms [2021-05-12 18:40:46 main:574] : INFO : Epoch 1916 | loss: 0.0310817 | val_loss: 0.0312184 | Time: 1761.26 ms [2021-05-12 18:40:48 main:574] : INFO : Epoch 1917 | loss: 0.0310882 | val_loss: 0.0312188 | Time: 1751.63 ms [2021-05-12 18:40:49 main:574] : INFO : Epoch 1918 | loss: 0.0310844 | val_loss: 0.0312094 | Time: 1756.59 ms [2021-05-12 18:40:51 main:574] : INFO : Epoch 1919 | loss: 0.0310892 | val_loss: 0.0311988 | Time: 1752.97 ms [2021-05-12 18:40:53 main:574] : INFO : Epoch 1920 | loss: 0.0310889 | val_loss: 0.0312146 | Time: 1765.32 ms [2021-05-12 18:40:55 main:574] : INFO : Epoch 1921 | loss: 0.0310818 | val_loss: 0.0312071 | Time: 1752.38 ms [2021-05-12 18:40:56 main:574] : INFO : Epoch 1922 | loss: 0.0310795 | val_loss: 0.0312185 | Time: 1760.89 ms [2021-05-12 18:40:58 main:574] : INFO : Epoch 1923 | loss: 0.0310859 | val_loss: 0.0312139 | Time: 1768.96 ms [2021-05-12 18:41:00 main:574] : INFO : Epoch 1924 | loss: 0.0310825 | val_loss: 0.0312182 | Time: 1757.06 ms [2021-05-12 18:41:02 main:574] : INFO : Epoch 1925 | loss: 0.0310855 | val_loss: 0.0312126 | Time: 1755.37 ms [2021-05-12 18:41:04 main:574] : INFO : Epoch 1926 | loss: 0.031088 | val_loss: 0.0312023 | Time: 1767.63 ms [2021-05-12 18:41:05 main:574] : INFO : Epoch 1927 | loss: 0.0310823 | val_loss: 0.0312177 | Time: 1759.4 ms [2021-05-12 18:41:07 main:574] : INFO : Epoch 1928 | loss: 0.0310833 | val_loss: 0.0312144 | Time: 1754.94 ms [2021-05-12 18:41:09 main:574] : INFO : Epoch 1929 | loss: 0.0310842 | val_loss: 0.0312018 | Time: 1758.66 ms [2021-05-12 18:41:11 main:574] : INFO : Epoch 1930 | loss: 0.0310892 | val_loss: 0.0312132 | Time: 1759.73 ms [2021-05-12 18:41:12 main:574] : INFO : Epoch 1931 | loss: 0.0310877 | val_loss: 0.0312022 | Time: 1768.53 ms [2021-05-12 18:41:14 main:574] : INFO : Epoch 1932 | loss: 0.0310883 | val_loss: 0.0312177 | Time: 1759.04 ms [2021-05-12 18:41:16 main:574] : INFO : Epoch 1933 | loss: 0.0310883 | val_loss: 0.031206 | Time: 1772.06 ms [2021-05-12 18:41:18 main:574] : INFO : Epoch 1934 | loss: 0.0310972 | val_loss: 0.0312089 | Time: 1759.28 ms [2021-05-12 18:41:19 main:574] : INFO : Epoch 1935 | loss: 0.0310881 | val_loss: 0.0312136 | Time: 1769.74 ms [2021-05-12 18:41:21 main:574] : INFO : Epoch 1936 | loss: 0.0310811 | val_loss: 0.0312075 | Time: 1763.61 ms [2021-05-12 18:41:23 main:574] : INFO : Epoch 1937 | loss: 0.0310789 | val_loss: 0.031204 | Time: 1750.68 ms [2021-05-12 18:41:25 main:574] : INFO : Epoch 1938 | loss: 0.0310806 | val_loss: 0.0312123 | Time: 1772.42 ms [2021-05-12 18:41:27 main:574] : INFO : Epoch 1939 | loss: 0.0310817 | val_loss: 0.0312097 | Time: 1774.41 ms [2021-05-12 18:41:28 main:574] : INFO : Epoch 1940 | loss: 0.0310813 | val_loss: 0.0312108 | Time: 1753.46 ms [2021-05-12 18:41:30 main:574] : INFO : Epoch 1941 | loss: 0.0310811 | val_loss: 0.0312068 | Time: 1762.28 ms [2021-05-12 18:41:32 main:574] : INFO : Epoch 1942 | loss: 0.0310796 | val_loss: 0.0312252 | Time: 1767.72 ms [2021-05-12 18:41:34 main:574] : INFO : Epoch 1943 | loss: 0.0310756 | val_loss: 0.0312183 | Time: 1760.48 ms [2021-05-12 18:41:35 main:574] : INFO : Epoch 1944 | loss: 0.031075 | val_loss: 0.0312173 | Time: 1771.81 ms [2021-05-12 18:41:37 main:574] : INFO : Epoch 1945 | loss: 0.0310782 | val_loss: 0.0312233 | Time: 1766.27 ms [2021-05-12 18:41:39 main:574] : INFO : Epoch 1946 | loss: 0.0310855 | val_loss: 0.0312048 | Time: 1764.97 ms [2021-05-12 18:41:41 main:574] : INFO : Epoch 1947 | loss: 0.0310845 | val_loss: 0.0312042 | Time: 1764.21 ms [2021-05-12 18:41:42 main:574] : INFO : Epoch 1948 | loss: 0.0310868 | val_loss: 0.0312019 | Time: 1775.66 ms [2021-05-12 18:41:44 main:574] : INFO : Epoch 1949 | loss: 0.0310856 | val_loss: 0.0312143 | Time: 1747.01 ms [2021-05-12 18:41:46 main:574] : INFO : Epoch 1950 | loss: 0.0310838 | val_loss: 0.0312021 | Time: 1758.32 ms [2021-05-12 18:41:48 main:574] : INFO : Epoch 1951 | loss: 0.0310857 | val_loss: 0.031231 | Time: 1755.46 ms [2021-05-12 18:41:50 main:574] : INFO : Epoch 1952 | loss: 0.0310786 | val_loss: 0.0312202 | Time: 1769.95 ms [2021-05-12 18:41:51 main:574] : INFO : Epoch 1953 | loss: 0.0310767 | val_loss: 0.0312106 | Time: 1765.73 ms [2021-05-12 18:41:53 main:574] : INFO : Epoch 1954 | loss: 0.0310794 | val_loss: 0.0312136 | Time: 1768.24 ms [2021-05-12 18:41:55 main:574] : INFO : Epoch 1955 | loss: 0.0310792 | val_loss: 0.0312164 | Time: 1782.3 ms [2021-05-12 18:41:57 main:574] : INFO : Epoch 1956 | loss: 0.031079 | val_loss: 0.0312066 | Time: 1767.8 ms [2021-05-12 18:41:58 main:574] : INFO : Epoch 1957 | loss: 0.0310777 | val_loss: 0.0312132 | Time: 1767.34 ms [2021-05-12 18:42:00 main:574] : INFO : Epoch 1958 | loss: 0.0310806 | val_loss: 0.0312134 | Time: 1762.74 ms [2021-05-12 18:42:02 main:574] : INFO : Epoch 1959 | loss: 0.0310773 | val_loss: 0.0312183 | Time: 1760.78 ms [2021-05-12 18:42:04 main:574] : INFO : Epoch 1960 | loss: 0.0310806 | val_loss: 0.0312126 | Time: 1754.16 ms [2021-05-12 18:42:05 main:574] : INFO : Epoch 1961 | loss: 0.0310881 | val_loss: 0.031224 | Time: 1778.29 ms [2021-05-12 18:42:07 main:574] : INFO : Epoch 1962 | loss: 0.0310801 | val_loss: 0.0312096 | Time: 1763.66 ms [2021-05-12 18:42:09 main:574] : INFO : Epoch 1963 | loss: 0.0310794 | val_loss: 0.0312021 | Time: 1760.44 ms [2021-05-12 18:42:11 main:574] : INFO : Epoch 1964 | loss: 0.0310818 | val_loss: 0.0312112 | Time: 1744.67 ms [2021-05-12 18:42:13 main:574] : INFO : Epoch 1965 | loss: 0.0310822 | val_loss: 0.0312047 | Time: 1770.57 ms [2021-05-12 18:42:14 main:574] : INFO : Epoch 1966 | loss: 0.031085 | val_loss: 0.0312111 | Time: 1776.27 ms [2021-05-12 18:42:16 main:574] : INFO : Epoch 1967 | loss: 0.0310785 | val_loss: 0.0312124 | Time: 1760.37 ms [2021-05-12 18:42:18 main:574] : INFO : Epoch 1968 | loss: 0.031076 | val_loss: 0.0312235 | Time: 1772.41 ms [2021-05-12 18:42:20 main:574] : INFO : Epoch 1969 | loss: 0.0310782 | val_loss: 0.0312026 | Time: 1756.68 ms [2021-05-12 18:42:21 main:574] : INFO : Epoch 1970 | loss: 0.0310772 | val_loss: 0.0312217 | Time: 1765.27 ms [2021-05-12 18:42:23 main:574] : INFO : Epoch 1971 | loss: 0.0310788 | val_loss: 0.0312117 | Time: 1756.19 ms [2021-05-12 18:42:25 main:574] : INFO : Epoch 1972 | loss: 0.0310805 | val_loss: 0.031201 | Time: 1756.5 ms [2021-05-12 18:42:27 main:574] : INFO : Epoch 1973 | loss: 0.0310842 | val_loss: 0.0312138 | Time: 1766.81 ms [2021-05-12 18:42:28 main:574] : INFO : Epoch 1974 | loss: 0.0310826 | val_loss: 0.0312234 | Time: 1758.89 ms [2021-05-12 18:42:30 main:574] : INFO : Epoch 1975 | loss: 0.0310807 | val_loss: 0.0312118 | Time: 1759.93 ms [2021-05-12 18:42:32 main:574] : INFO : Epoch 1976 | loss: 0.0310742 | val_loss: 0.0312138 | Time: 1780.2 ms [2021-05-12 18:42:34 main:574] : INFO : Epoch 1977 | loss: 0.0310721 | val_loss: 0.0312168 | Time: 1754.81 ms [2021-05-12 18:42:36 main:574] : INFO : Epoch 1978 | loss: 0.0310717 | val_loss: 0.0312173 | Time: 1774.15 ms [2021-05-12 18:42:37 main:574] : INFO : Epoch 1979 | loss: 0.0310736 | val_loss: 0.0312119 | Time: 1769.76 ms [2021-05-12 18:42:39 main:574] : INFO : Epoch 1980 | loss: 0.0310806 | val_loss: 0.0312158 | Time: 1762.87 ms [2021-05-12 18:42:41 main:574] : INFO : Epoch 1981 | loss: 0.0310837 | val_loss: 0.0312099 | Time: 1764.05 ms [2021-05-12 18:42:43 main:574] : INFO : Epoch 1982 | loss: 0.0310811 | val_loss: 0.0312144 | Time: 1776.75 ms [2021-05-12 18:42:44 main:574] : INFO : Epoch 1983 | loss: 0.0310807 | val_loss: 0.0312199 | Time: 1773.45 ms [2021-05-12 18:42:46 main:574] : INFO : Epoch 1984 | loss: 0.0310784 | val_loss: 0.0312097 | Time: 1750.97 ms [2021-05-12 18:42:48 main:574] : INFO : Epoch 1985 | loss: 0.0310786 | val_loss: 0.0312077 | Time: 1755.29 ms [2021-05-12 18:42:50 main:574] : INFO : Epoch 1986 | loss: 0.0310766 | val_loss: 0.0312085 | Time: 1763.08 ms [2021-05-12 18:42:51 main:574] : INFO : Epoch 1987 | loss: 0.0310728 | val_loss: 0.0312221 | Time: 1738.52 ms [2021-05-12 18:42:53 main:574] : INFO : Epoch 1988 | loss: 0.0310754 | val_loss: 0.0311998 | Time: 1763.72 ms [2021-05-12 18:42:55 main:574] : INFO : Epoch 1989 | loss: 0.0310787 | val_loss: 0.0312076 | Time: 1763.45 ms [2021-05-12 18:42:57 main:574] : INFO : Epoch 1990 | loss: 0.0310765 | val_loss: 0.0312114 | Time: 1761.33 ms [2021-05-12 18:42:58 main:574] : INFO : Epoch 1991 | loss: 0.0310775 | val_loss: 0.0312224 | Time: 1763.03 ms [2021-05-12 18:43:00 main:574] : INFO : Epoch 1992 | loss: 0.0310833 | val_loss: 0.0312005 | Time: 1766.61 ms [2021-05-12 18:43:02 main:574] : INFO : Epoch 1993 | loss: 0.031083 | val_loss: 0.0312034 | Time: 1764.09 ms [2021-05-12 18:43:04 main:574] : INFO : Epoch 1994 | loss: 0.0310822 | val_loss: 0.0312074 | Time: 1770.1 ms [2021-05-12 18:43:06 main:574] : INFO : Epoch 1995 | loss: 0.03108 | val_loss: 0.0312133 | Time: 1760.98 ms [2021-05-12 18:43:07 main:574] : INFO : Epoch 1996 | loss: 0.0310784 | val_loss: 0.0312104 | Time: 1766.63 ms [2021-05-12 18:43:09 main:574] : INFO : Epoch 1997 | loss: 0.0310765 | val_loss: 0.0312112 | Time: 1760.69 ms [2021-05-12 18:43:11 main:574] : INFO : Epoch 1998 | loss: 0.0310787 | val_loss: 0.0312235 | Time: 1775.09 ms [2021-05-12 18:43:13 main:574] : INFO : Epoch 1999 | loss: 0.0310753 | val_loss: 0.031213 | Time: 1765.35 ms [2021-05-12 18:43:14 main:574] : INFO : Epoch 2000 | loss: 0.0310769 | val_loss: 0.0312153 | Time: 1765.89 ms [2021-05-12 18:43:16 main:574] : INFO : Epoch 2001 | loss: 0.0310798 | val_loss: 0.0312143 | Time: 1763.1 ms [2021-05-12 18:43:18 main:574] : INFO : Epoch 2002 | loss: 0.0310775 | val_loss: 0.0312227 | Time: 1760.93 ms [2021-05-12 18:43:20 main:574] : INFO : Epoch 2003 | loss: 0.0310783 | val_loss: 0.0312028 | Time: 1758.04 ms [2021-05-12 18:43:21 main:574] : INFO : Epoch 2004 | loss: 0.0310778 | val_loss: 0.0312193 | Time: 1765.37 ms [2021-05-12 18:43:23 main:574] : INFO : Epoch 2005 | loss: 0.0310775 | val_loss: 0.031223 | Time: 1777.61 ms [2021-05-12 18:43:25 main:574] : INFO : Epoch 2006 | loss: 0.031077 | val_loss: 0.0312145 | Time: 1752.73 ms [2021-05-12 18:43:27 main:574] : INFO : Epoch 2007 | loss: 0.0310748 | val_loss: 0.0312122 | Time: 1760.2 ms [2021-05-12 18:43:29 main:574] : INFO : Epoch 2008 | loss: 0.0310783 | val_loss: 0.0312234 | Time: 1774.28 ms [2021-05-12 18:43:30 main:574] : INFO : Epoch 2009 | loss: 0.0310799 | val_loss: 0.0312069 | Time: 1754.56 ms [2021-05-12 18:43:32 main:574] : INFO : Epoch 2010 | loss: 0.0310806 | val_loss: 0.031212 | Time: 1758.64 ms [2021-05-12 18:43:34 main:574] : INFO : Epoch 2011 | loss: 0.031084 | val_loss: 0.0312314 | Time: 1752.99 ms [2021-05-12 18:43:36 main:574] : INFO : Epoch 2012 | loss: 0.0310795 | val_loss: 0.0312221 | Time: 1772.26 ms [2021-05-12 18:43:37 main:574] : INFO : Epoch 2013 | loss: 0.0310742 | val_loss: 0.0312016 | Time: 1755.5 ms [2021-05-12 18:43:39 main:574] : INFO : Epoch 2014 | loss: 0.0310709 | val_loss: 0.0312059 | Time: 1757.64 ms [2021-05-12 18:43:41 main:574] : INFO : Epoch 2015 | loss: 0.0310696 | val_loss: 0.0312183 | Time: 1773.2 ms [2021-05-12 18:43:43 main:574] : INFO : Epoch 2016 | loss: 0.031072 | val_loss: 0.0312107 | Time: 1778.32 ms [2021-05-12 18:43:44 main:574] : INFO : Epoch 2017 | loss: 0.0310753 | val_loss: 0.0312169 | Time: 1758.64 ms [2021-05-12 18:43:46 main:574] : INFO : Epoch 2018 | loss: 0.0310772 | val_loss: 0.0312086 | Time: 1767.58 ms [2021-05-12 18:43:48 main:574] : INFO : Epoch 2019 | loss: 0.0310738 | val_loss: 0.0312016 | Time: 1766.7 ms [2021-05-12 18:43:50 main:574] : INFO : Epoch 2020 | loss: 0.0310771 | val_loss: 0.0312266 | Time: 1757.18 ms [2021-05-12 18:43:52 main:574] : INFO : Epoch 2021 | loss: 0.0310791 | val_loss: 0.0312089 | Time: 1766.23 ms [2021-05-12 18:43:53 main:574] : INFO : Epoch 2022 | loss: 0.031074 | val_loss: 0.0312274 | Time: 1750.64 ms [2021-05-12 18:43:55 main:574] : INFO : Epoch 2023 | loss: 0.0310705 | val_loss: 0.031221 | Time: 1774.42 ms [2021-05-12 18:43:57 main:574] : INFO : Epoch 2024 | loss: 0.0310777 | val_loss: 0.0312257 | Time: 1782.5 ms [2021-05-12 18:43:59 main:574] : INFO : Epoch 2025 | loss: 0.0310763 | val_loss: 0.031221 | Time: 1759.63 ms [2021-05-12 18:44:00 main:574] : INFO : Epoch 2026 | loss: 0.0310667 | val_loss: 0.0312143 | Time: 1773.64 ms [2021-05-12 18:44:02 main:574] : INFO : Epoch 2027 | loss: 0.0310708 | val_loss: 0.0312155 | Time: 1766.21 ms [2021-05-12 18:44:04 main:574] : INFO : Epoch 2028 | loss: 0.0310726 | val_loss: 0.0312224 | Time: 1767.86 ms [2021-05-12 18:44:06 main:574] : INFO : Epoch 2029 | loss: 0.0310701 | val_loss: 0.0312103 | Time: 1751.54 ms [2021-05-12 18:44:07 main:574] : INFO : Epoch 2030 | loss: 0.0310733 | val_loss: 0.0312184 | Time: 1758.36 ms [2021-05-12 18:44:09 main:574] : INFO : Epoch 2031 | loss: 0.0310733 | val_loss: 0.0312224 | Time: 1774.48 ms [2021-05-12 18:44:11 main:574] : INFO : Epoch 2032 | loss: 0.0310723 | val_loss: 0.0312306 | Time: 1762.79 ms [2021-05-12 18:44:13 main:574] : INFO : Epoch 2033 | loss: 0.0310674 | val_loss: 0.0312194 | Time: 1761.51 ms [2021-05-12 18:44:15 main:574] : INFO : Epoch 2034 | loss: 0.0310711 | val_loss: 0.0312016 | Time: 1767.49 ms [2021-05-12 18:44:16 main:574] : INFO : Epoch 2035 | loss: 0.0310712 | val_loss: 0.0312175 | Time: 1756.74 ms [2021-05-12 18:44:18 main:574] : INFO : Epoch 2036 | loss: 0.0310722 | val_loss: 0.031224 | Time: 1774.62 ms [2021-05-12 18:44:20 main:574] : INFO : Epoch 2037 | loss: 0.0310775 | val_loss: 0.0312229 | Time: 1757.33 ms [2021-05-12 18:44:22 main:574] : INFO : Epoch 2038 | loss: 0.0310812 | val_loss: 0.0312088 | Time: 1758.11 ms [2021-05-12 18:44:23 main:574] : INFO : Epoch 2039 | loss: 0.0310793 | val_loss: 0.0312018 | Time: 1763.85 ms [2021-05-12 18:44:25 main:574] : INFO : Epoch 2040 | loss: 0.0310761 | val_loss: 0.0312263 | Time: 1763.92 ms [2021-05-12 18:44:27 main:574] : INFO : Epoch 2041 | loss: 0.031076 | val_loss: 0.0312159 | Time: 1774.68 ms [2021-05-12 18:44:29 main:574] : INFO : Epoch 2042 | loss: 0.0310775 | val_loss: 0.0312212 | Time: 1767.45 ms [2021-05-12 18:44:30 main:574] : INFO : Epoch 2043 | loss: 0.0310766 | val_loss: 0.0312086 | Time: 1767.14 ms [2021-05-12 18:44:32 main:574] : INFO : Epoch 2044 | loss: 0.0310704 | val_loss: 0.0312137 | Time: 1762.16 ms [2021-05-12 18:44:34 main:574] : INFO : Epoch 2045 | loss: 0.0310738 | val_loss: 0.0312155 | Time: 1765.89 ms [2021-05-12 18:44:36 main:574] : INFO : Epoch 2046 | loss: 0.0310692 | val_loss: 0.0312144 | Time: 1762.48 ms [2021-05-12 18:44:38 main:574] : INFO : Epoch 2047 | loss: 0.0310736 | val_loss: 0.0312387 | Time: 1768.61 ms [2021-05-12 18:44:39 main:574] : INFO : Epoch 2048 | loss: 0.0310714 | val_loss: 0.0312284 | Time: 1754.42 ms [2021-05-12 18:44:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312284 [2021-05-12 18:44:39 main:603] : INFO : Saving end state to config to file [2021-05-12 18:44:39 main:608] : INFO : Success, exiting.. 18:44:39 (5512): 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)