Task 9119673
| Name | ParityModified-1636179998-10575-2-0_0 |
| Workunit | 6561950 |
| Created | 22 Nov 2021, 22:24:17 UTC |
| Sent | 28 Nov 2021, 11:05:53 UTC |
| Report deadline | 6 Dec 2021, 11:05:53 UTC |
| Received | 28 Nov 2021, 19:04:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 11 sec |
| CPU time | 1 hours 15 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 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>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311755 | val_loss: 0.0311873 | Time: 2251.75 ms [2021-11-28 19:45:34 main:574] : INFO : Epoch 1543 | loss: 0.0311726 | val_loss: 0.0312047 | Time: 2244.9 ms [2021-11-28 19:45:36 main:574] : INFO : Epoch 1544 | loss: 0.0311789 | val_loss: 0.0311908 | Time: 2229.04 ms [2021-11-28 19:45:38 main:574] : INFO : Epoch 1545 | loss: 0.0311734 | val_loss: 0.0311848 | Time: 2213.2 ms [2021-11-28 19:45:41 main:574] : INFO : Epoch 1546 | loss: 0.0311712 | val_loss: 0.0311844 | Time: 2232.02 ms [2021-11-28 19:45:43 main:574] : INFO : Epoch 1547 | loss: 0.0311719 | val_loss: 0.0311902 | Time: 2313.19 ms [2021-11-28 19:45:45 main:574] : INFO : Epoch 1548 | loss: 0.031171 | val_loss: 0.0311816 | Time: 2230.3 ms [2021-11-28 19:45:47 main:574] : INFO : Epoch 1549 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 2226.26 ms [2021-11-28 19:45:50 main:574] : INFO : Epoch 1550 | loss: 0.0311785 | val_loss: 0.0311834 | Time: 2213.97 ms [2021-11-28 19:45:52 main:574] : INFO : Epoch 1551 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 2226.17 ms [2021-11-28 19:45:54 main:574] : INFO : Epoch 1552 | loss: 0.03118 | val_loss: 0.0311783 | Time: 2258.28 ms [2021-11-28 19:45:56 main:574] : INFO : Epoch 1553 | loss: 0.031176 | val_loss: 0.0311781 | Time: 2237.17 ms [2021-11-28 19:45:59 main:574] : INFO : Epoch 1554 | loss: 0.031173 | val_loss: 0.0311763 | Time: 2223.47 ms [2021-11-28 19:46:01 main:574] : INFO : Epoch 1555 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 2230.31 ms [2021-11-28 19:46:03 main:574] : INFO : Epoch 1556 | loss: 0.0311707 | val_loss: 0.0311791 | Time: 2214.47 ms [2021-11-28 19:46:05 main:574] : INFO : Epoch 1557 | loss: 0.0311724 | val_loss: 0.0311834 | Time: 2218.3 ms [2021-11-28 19:46:07 main:574] : INFO : Epoch 1558 | loss: 0.0311757 | val_loss: 0.0311765 | Time: 2275.67 ms [2021-11-28 19:46:10 main:574] : INFO : Epoch 1559 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 2230.04 ms [2021-11-28 19:46:12 main:574] : INFO : Epoch 1560 | loss: 0.0311689 | val_loss: 0.0311784 | Time: 2214.53 ms [2021-11-28 19:46:14 main:574] : INFO : Epoch 1561 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 2240.3 ms [2021-11-28 19:46:16 main:574] : INFO : Epoch 1562 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 2236.22 ms [2021-11-28 19:46:19 main:574] : INFO : Epoch 1563 | loss: 0.0311659 | val_loss: 0.0311772 | Time: 2192.81 ms [2021-11-28 19:46:21 main:574] : INFO : Epoch 1564 | loss: 0.0311644 | val_loss: 0.0311774 | Time: 2225.19 ms [2021-11-28 19:46:23 main:574] : INFO : Epoch 1565 | loss: 0.0311662 | val_loss: 0.0311768 | Time: 2252.04 ms [2021-11-28 19:46:25 main:574] : INFO : Epoch 1566 | loss: 0.0311663 | val_loss: 0.031176 | Time: 2229.14 ms [2021-11-28 19:46:28 main:574] : INFO : Epoch 1567 | loss: 0.0311639 | val_loss: 0.031175 | Time: 2208.93 ms [2021-11-28 19:46:30 main:574] : INFO : Epoch 1568 | loss: 0.0311624 | val_loss: 0.0311751 | Time: 2222.59 ms [2021-11-28 19:46:32 main:574] : INFO : Epoch 1569 | loss: 0.0311609 | val_loss: 0.0311769 | Time: 2216.31 ms [2021-11-28 19:46:34 main:574] : INFO : Epoch 1570 | loss: 0.0311629 | val_loss: 0.0311795 | Time: 2217.49 ms [2021-11-28 19:46:36 main:574] : INFO : Epoch 1571 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 2237.77 ms [2021-11-28 19:46:39 main:574] : INFO : Epoch 1572 | loss: 0.0311592 | val_loss: 0.0311765 | Time: 2218.69 ms [2021-11-28 19:46:41 main:574] : INFO : Epoch 1573 | loss: 0.0311652 | val_loss: 0.0311784 | Time: 2213.57 ms [2021-11-28 19:46:43 main:574] : INFO : Epoch 1574 | loss: 0.0311626 | val_loss: 0.0311743 | Time: 2214.44 ms [2021-11-28 19:46:45 main:574] : INFO : Epoch 1575 | loss: 0.0311608 | val_loss: 0.0311752 | Time: 2243.88 ms [2021-11-28 19:46:48 main:574] : INFO : Epoch 1576 | loss: 0.0311581 | val_loss: 0.0311737 | Time: 2205.36 ms [2021-11-28 19:46:50 main:574] : INFO : Epoch 1577 | loss: 0.0311581 | val_loss: 0.0311761 | Time: 2249.45 ms [2021-11-28 19:46:52 main:574] : INFO : Epoch 1578 | loss: 0.0311577 | val_loss: 0.0311753 | Time: 2225.47 ms [2021-11-28 19:46:54 main:574] : INFO : Epoch 1579 | loss: 0.0311591 | val_loss: 0.0311724 | Time: 2231.26 ms [2021-11-28 19:46:57 main:574] : INFO : Epoch 1580 | loss: 0.0311581 | val_loss: 0.031173 | Time: 2250.59 ms [2021-11-28 19:46:59 main:574] : INFO : Epoch 1581 | loss: 0.031159 | val_loss: 0.0311763 | Time: 2247.48 ms [2021-11-28 19:47:01 main:574] : INFO : Epoch 1582 | loss: 0.0311562 | val_loss: 0.0311729 | Time: 2208.42 ms [2021-11-28 19:47:03 main:574] : INFO : Epoch 1583 | loss: 0.0311576 | val_loss: 0.0311754 | Time: 2234.32 ms [2021-11-28 19:47:05 main:574] : INFO : Epoch 1584 | loss: 0.0311569 | val_loss: 0.0311757 | Time: 2183.22 ms [2021-11-28 19:47:08 main:574] : INFO : Epoch 1585 | loss: 0.0311589 | val_loss: 0.0311749 | Time: 2196.4 ms [2021-11-28 19:47:10 main:574] : INFO : Epoch 1586 | loss: 0.0311573 | val_loss: 0.0311745 | Time: 2227.23 ms [2021-11-28 19:47:12 main:574] : INFO : Epoch 1587 | loss: 0.0311581 | val_loss: 0.0311762 | Time: 2242.54 ms [2021-11-28 19:47:14 main:574] : INFO : Epoch 1588 | loss: 0.0311623 | val_loss: 0.0311794 | Time: 2236.59 ms [2021-11-28 19:47:17 main:574] : INFO : Epoch 1589 | loss: 0.0311596 | val_loss: 0.0311719 | Time: 2226.45 ms [2021-11-28 19:47:19 main:574] : INFO : Epoch 1590 | loss: 0.0311618 | val_loss: 0.0311738 | Time: 2234.1 ms [2021-11-28 19:47:21 main:574] : INFO : Epoch 1591 | loss: 0.0311615 | val_loss: 0.0311816 | Time: 2219.93 ms [2021-11-28 19:47:23 main:574] : INFO : Epoch 1592 | loss: 0.0311626 | val_loss: 0.0311755 | Time: 2249.2 ms [2021-11-28 19:47:25 main:574] : INFO : Epoch 1593 | loss: 0.0311604 | val_loss: 0.0311746 | Time: 2213.28 ms [2021-11-28 19:47:28 main:574] : INFO : Epoch 1594 | loss: 0.0311578 | val_loss: 0.031173 | Time: 2247.72 ms [2021-11-28 19:47:30 main:574] : INFO : Epoch 1595 | loss: 0.0311544 | val_loss: 0.0311775 | Time: 2227.01 ms [2021-11-28 19:47:32 main:574] : INFO : Epoch 1596 | loss: 0.0311552 | val_loss: 0.0311749 | Time: 2236.33 ms [2021-11-28 19:47:34 main:574] : INFO : Epoch 1597 | loss: 0.0311533 | val_loss: 0.0311764 | Time: 2231.55 ms [2021-11-28 19:47:37 main:574] : INFO : Epoch 1598 | loss: 0.0311548 | val_loss: 0.0311748 | Time: 2261.5 ms [2021-11-28 19:47:39 main:574] : INFO : Epoch 1599 | loss: 0.0311538 | val_loss: 0.0311823 | Time: 2218.38 ms [2021-11-28 19:47:41 main:574] : INFO : Epoch 1600 | loss: 0.0311587 | val_loss: 0.0311754 | Time: 2240.17 ms [2021-11-28 19:47:43 main:574] : INFO : Epoch 1601 | loss: 0.0311528 | val_loss: 0.0311761 | Time: 2227.32 ms [2021-11-28 19:47:46 main:574] : INFO : Epoch 1602 | loss: 0.0311563 | val_loss: 0.0311816 | Time: 2230.6 ms [2021-11-28 19:47:48 main:574] : INFO : Epoch 1603 | loss: 0.0311538 | val_loss: 0.0311812 | Time: 2220.25 ms [2021-11-28 19:47:50 main:574] : INFO : Epoch 1604 | loss: 0.0311511 | val_loss: 0.0311757 | Time: 2225.94 ms [2021-11-28 19:47:52 main:574] : INFO : Epoch 1605 | loss: 0.0311524 | val_loss: 0.0311801 | Time: 2236.52 ms [2021-11-28 19:47:55 main:574] : INFO : Epoch 1606 | loss: 0.0311551 | val_loss: 0.0311745 | Time: 2227.07 ms [2021-11-28 19:47:57 main:574] : INFO : Epoch 1607 | loss: 0.0311567 | val_loss: 0.0311845 | Time: 2211.46 ms [2021-11-28 19:47:59 main:574] : INFO : Epoch 1608 | loss: 0.0311577 | val_loss: 0.0311782 | Time: 2219.42 ms [2021-11-28 19:48:01 main:574] : INFO : Epoch 1609 | loss: 0.0311524 | val_loss: 0.0311856 | Time: 2215.32 ms [2021-11-28 19:48:03 main:574] : INFO : Epoch 1610 | loss: 0.0311523 | val_loss: 0.0311761 | Time: 2249.77 ms [2021-11-28 19:48:06 main:574] : INFO : Epoch 1611 | loss: 0.0311474 | val_loss: 0.0311776 | Time: 2193.04 ms [2021-11-28 19:48:08 main:574] : INFO : Epoch 1612 | loss: 0.0311498 | val_loss: 0.0311788 | Time: 2187.12 ms [2021-11-28 19:48:10 main:574] : INFO : Epoch 1613 | loss: 0.0311498 | val_loss: 0.031177 | Time: 2254.96 ms [2021-11-28 19:48:12 main:574] : INFO : Epoch 1614 | loss: 0.0311492 | val_loss: 0.0311752 | Time: 2224.13 ms [2021-11-28 19:48:15 main:574] : INFO : Epoch 1615 | loss: 0.0311491 | val_loss: 0.0311761 | Time: 2235.47 ms [2021-11-28 19:48:17 main:574] : INFO : Epoch 1616 | loss: 0.0311521 | val_loss: 0.0311808 | Time: 2218.68 ms [2021-11-28 19:48:19 main:574] : INFO : Epoch 1617 | loss: 0.0311487 | val_loss: 0.0311771 | Time: 2228.32 ms [2021-11-28 19:48:21 main:574] : INFO : Epoch 1618 | loss: 0.0311501 | val_loss: 0.0311773 | Time: 2238.05 ms [2021-11-28 19:48:24 main:574] : INFO : Epoch 1619 | loss: 0.0311475 | val_loss: 0.0311732 | Time: 2222.83 ms [2021-11-28 19:48:26 main:574] : INFO : Epoch 1620 | loss: 0.0311489 | val_loss: 0.0311733 | Time: 2210.37 ms [2021-11-28 19:48:28 main:574] : INFO : Epoch 1621 | loss: 0.0311519 | val_loss: 0.0311756 | Time: 2208.06 ms [2021-11-28 19:48:30 main:574] : INFO : Epoch 1622 | loss: 0.0311498 | val_loss: 0.0311755 | Time: 2217.28 ms [2021-11-28 19:48:32 main:574] : INFO : Epoch 1623 | loss: 0.0311484 | val_loss: 0.0311751 | Time: 2213.85 ms [2021-11-28 19:48:35 main:574] : INFO : Epoch 1624 | loss: 0.0311481 | val_loss: 0.0311757 | Time: 2229.42 ms [2021-11-28 19:48:37 main:574] : INFO : Epoch 1625 | loss: 0.0311471 | val_loss: 0.0311729 | Time: 2207.41 ms [2021-11-28 19:48:39 main:574] : INFO : Epoch 1626 | loss: 0.0311478 | val_loss: 0.0311842 | Time: 2201.99 ms [2021-11-28 19:48:41 main:574] : INFO : Epoch 1627 | loss: 0.0311493 | val_loss: 0.0311765 | Time: 2230.16 ms [2021-11-28 19:48:43 main:574] : INFO : Epoch 1628 | loss: 0.0311571 | val_loss: 0.0311858 | Time: 2221.29 ms [2021-11-28 19:48:46 main:574] : INFO : Epoch 1629 | loss: 0.0311556 | val_loss: 0.0311759 | Time: 2235.74 ms [2021-11-28 19:48:48 main:574] : INFO : Epoch 1630 | loss: 0.0311565 | val_loss: 0.0311771 | Time: 2250.49 ms [2021-11-28 19:48:50 main:574] : INFO : Epoch 1631 | loss: 0.0311555 | val_loss: 0.0311775 | Time: 2241.95 ms [2021-11-28 19:48:52 main:574] : INFO : Epoch 1632 | loss: 0.0311565 | val_loss: 0.0311812 | Time: 2219.97 ms [2021-11-28 19:48:55 main:574] : INFO : Epoch 1633 | loss: 0.0311527 | val_loss: 0.031177 | Time: 2253.02 ms [2021-11-28 19:48:57 main:574] : INFO : Epoch 1634 | loss: 0.0311532 | val_loss: 0.0311808 | Time: 2238.5 ms [2021-11-28 19:48:59 main:574] : INFO : Epoch 1635 | loss: 0.0311549 | val_loss: 0.031183 | Time: 2243.48 ms [2021-11-28 19:49:01 main:574] : INFO : Epoch 1636 | loss: 0.0311495 | val_loss: 0.0311746 | Time: 2237.98 ms [2021-11-28 19:49:04 main:574] : INFO : Epoch 1637 | loss: 0.0311483 | val_loss: 0.0311733 | Time: 2255.39 ms [2021-11-28 19:49:06 main:574] : INFO : Epoch 1638 | loss: 0.0311481 | val_loss: 0.0311753 | Time: 2218.77 ms [2021-11-28 19:49:08 main:574] : INFO : Epoch 1639 | loss: 0.0311548 | val_loss: 0.0311746 | Time: 2223.51 ms [2021-11-28 19:49:10 main:574] : INFO : Epoch 1640 | loss: 0.0311507 | val_loss: 0.031175 | Time: 2220.57 ms [2021-11-28 19:49:13 main:574] : INFO : Epoch 1641 | loss: 0.031149 | val_loss: 0.031174 | Time: 2215.69 ms [2021-11-28 19:49:15 main:574] : INFO : Epoch 1642 | loss: 0.0311526 | val_loss: 0.0311862 | Time: 2220.67 ms [2021-11-28 19:49:17 main:574] : INFO : Epoch 1643 | loss: 0.031155 | val_loss: 0.0311827 | Time: 2244.33 ms [2021-11-28 19:49:19 main:574] : INFO : Epoch 1644 | loss: 0.0311546 | val_loss: 0.031176 | Time: 2201.7 ms [2021-11-28 19:49:21 main:574] : INFO : Epoch 1645 | loss: 0.0311552 | val_loss: 0.0311799 | Time: 2225.98 ms [2021-11-28 19:49:24 main:574] : INFO : Epoch 1646 | loss: 0.0311539 | val_loss: 0.0311748 | Time: 2217.17 ms [2021-11-28 19:49:26 main:574] : INFO : Epoch 1647 | loss: 0.031149 | val_loss: 0.0311781 | Time: 2228.56 ms [2021-11-28 19:49:28 main:574] : INFO : Epoch 1648 | loss: 0.0311464 | val_loss: 0.0311755 | Time: 2234.64 ms [2021-11-28 19:49:30 main:574] : INFO : Epoch 1649 | loss: 0.0311464 | val_loss: 0.0311767 | Time: 2229.06 ms [2021-11-28 19:49:33 main:574] : INFO : Epoch 1650 | loss: 0.0311461 | val_loss: 0.0311763 | Time: 2240.28 ms [2021-11-28 19:49:35 main:574] : INFO : Epoch 1651 | loss: 0.0311468 | val_loss: 0.0311778 | Time: 2212.34 ms [2021-11-28 19:49:37 main:574] : INFO : Epoch 1652 | loss: 0.0311503 | val_loss: 0.0311987 | Time: 2213.02 ms [2021-11-28 19:49:39 main:574] : INFO : Epoch 1653 | loss: 0.0311593 | val_loss: 0.0311811 | Time: 2194.85 ms [2021-11-28 19:49:42 main:574] : INFO : Epoch 1654 | loss: 0.0311523 | val_loss: 0.0311792 | Time: 2221.99 ms [2021-11-28 19:49:44 main:574] : INFO : Epoch 1655 | loss: 0.0311648 | val_loss: 0.0311785 | Time: 2208.85 ms [2021-11-28 19:49:46 main:574] : INFO : Epoch 1656 | loss: 0.0311775 | val_loss: 0.0311732 | Time: 2225.22 ms [2021-11-28 19:49:48 main:574] : INFO : Epoch 1657 | loss: 0.031172 | val_loss: 0.0311714 | Time: 2230.4 ms [2021-11-28 19:49:50 main:574] : INFO : Epoch 1658 | loss: 0.0311693 | val_loss: 0.0311713 | Time: 2214.28 ms [2021-11-28 19:49:53 main:574] : INFO : Epoch 1659 | loss: 0.0311681 | val_loss: 0.0311696 | Time: 2230.42 ms [2021-11-28 19:49:55 main:574] : INFO : Epoch 1660 | loss: 0.0311662 | val_loss: 0.031171 | Time: 2255.57 ms [2021-11-28 19:49:57 main:574] : INFO : Epoch 1661 | loss: 0.031164 | val_loss: 0.0311721 | Time: 2226.9 ms [2021-11-28 19:49:59 main:574] : INFO : Epoch 1662 | loss: 0.0311612 | val_loss: 0.0311694 | Time: 2215.36 ms [2021-11-28 19:50:02 main:574] : INFO : Epoch 1663 | loss: 0.0311599 | val_loss: 0.0311715 | Time: 2249.96 ms [2021-11-28 19:50:04 main:574] : INFO : Epoch 1664 | loss: 0.0311608 | val_loss: 0.0311727 | Time: 2223.91 ms [2021-11-28 19:50:06 main:574] : INFO : Epoch 1665 | loss: 0.0311594 | val_loss: 0.0311754 | Time: 2233.06 ms [2021-11-28 19:50:08 main:574] : INFO : Epoch 1666 | loss: 0.0311583 | val_loss: 0.0311721 | Time: 2242.84 ms [2021-11-28 19:50:11 main:574] : INFO : Epoch 1667 | loss: 0.0311581 | val_loss: 0.0311723 | Time: 2207.78 ms [2021-11-28 19:50:13 main:574] : INFO : Epoch 1668 | loss: 0.031155 | val_loss: 0.031172 | Time: 2219.65 ms [2021-11-28 19:50:15 main:574] : INFO : Epoch 1669 | loss: 0.0311549 | val_loss: 0.0311725 | Time: 2229.56 ms [2021-11-28 19:50:17 main:574] : INFO : Epoch 1670 | loss: 0.0311546 | val_loss: 0.0311737 | Time: 2225.05 ms [2021-11-28 19:50:19 main:574] : INFO : Epoch 1671 | loss: 0.0311528 | val_loss: 0.0311732 | Time: 2212.06 ms [2021-11-28 19:50:22 main:574] : INFO : Epoch 1672 | loss: 0.0311535 | val_loss: 0.0311787 | Time: 2203.91 ms [2021-11-28 19:50:24 main:574] : INFO : Epoch 1673 | loss: 0.0311538 | val_loss: 0.0311749 | Time: 2250.9 ms [2021-11-28 19:50:26 main:574] : INFO : Epoch 1674 | loss: 0.0311538 | val_loss: 0.0311709 | Time: 2221.95 ms [2021-11-28 19:50:28 main:574] : INFO : Epoch 1675 | loss: 0.0311545 | val_loss: 0.0311821 | Time: 2240.74 ms [2021-11-28 19:50:31 main:574] : INFO : Epoch 1676 | loss: 0.0311525 | val_loss: 0.0311709 | Time: 2226.94 ms [2021-11-28 19:50:33 main:574] : INFO : Epoch 1677 | loss: 0.0311521 | val_loss: 0.0311747 | Time: 2241.22 ms [2021-11-28 19:50:35 main:574] : INFO : Epoch 1678 | loss: 0.0311536 | val_loss: 0.0311724 | Time: 2193.74 ms [2021-11-28 19:50:37 main:574] : INFO : Epoch 1679 | loss: 0.0311577 | val_loss: 0.0311725 | Time: 2231.62 ms [2021-11-28 19:50:39 main:574] : INFO : Epoch 1680 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 2218.99 ms [2021-11-28 19:50:42 main:574] : INFO : Epoch 1681 | loss: 0.0311547 | val_loss: 0.0311739 | Time: 2238.4 ms [2021-11-28 19:50:44 main:574] : INFO : Epoch 1682 | loss: 0.0311541 | val_loss: 0.0311726 | Time: 2236.26 ms [2021-11-28 19:50:46 main:574] : INFO : Epoch 1683 | loss: 0.0311515 | val_loss: 0.0311734 | Time: 2222.48 ms [2021-11-28 19:50:48 main:574] : INFO : Epoch 1684 | loss: 0.0311472 | val_loss: 0.0311727 | Time: 2211.8 ms [2021-11-28 19:50:51 main:574] : INFO : Epoch 1685 | loss: 0.0311467 | val_loss: 0.0311739 | Time: 2240.61 ms [2021-11-28 19:50:53 main:574] : INFO : Epoch 1686 | loss: 0.0311554 | val_loss: 0.0311726 | Time: 2230.38 ms [2021-11-28 19:50:55 main:574] : INFO : Epoch 1687 | loss: 0.0311528 | val_loss: 0.0311693 | Time: 2259.78 ms [2021-11-28 19:50:57 main:574] : INFO : Epoch 1688 | loss: 0.0311513 | val_loss: 0.0311724 | Time: 2237.15 ms [2021-11-28 19:51:00 main:574] : INFO : Epoch 1689 | loss: 0.0311496 | val_loss: 0.0311732 | Time: 2237.46 ms [2021-11-28 19:51:02 main:574] : INFO : Epoch 1690 | loss: 0.0311467 | val_loss: 0.0311747 | Time: 2208.09 ms [2021-11-28 19:51:04 main:574] : INFO : Epoch 1691 | loss: 0.0311477 | val_loss: 0.0311707 | Time: 2223.82 ms [2021-11-28 19:51:06 main:574] : INFO : Epoch 1692 | loss: 0.0311479 | val_loss: 0.0311804 | Time: 2229.56 ms [2021-11-28 19:51:08 main:574] : INFO : Epoch 1693 | loss: 0.0311515 | val_loss: 0.0311785 | Time: 2206.08 ms [2021-11-28 19:51:11 main:574] : INFO : Epoch 1694 | loss: 0.0311536 | val_loss: 0.0311743 | Time: 2209.16 ms [2021-11-28 19:51:13 main:574] : INFO : Epoch 1695 | loss: 0.0311539 | val_loss: 0.0311756 | Time: 2212.43 ms [2021-11-28 19:51:15 main:574] : INFO : Epoch 1696 | loss: 0.0311493 | val_loss: 0.0311724 | Time: 2218.75 ms [2021-11-28 19:51:17 main:574] : INFO : Epoch 1697 | loss: 0.0311502 | val_loss: 0.0311708 | Time: 2223 ms [2021-11-28 19:51:20 main:574] : INFO : Epoch 1698 | loss: 0.0311495 | val_loss: 0.031172 | Time: 2242.87 ms [2021-11-28 19:51:22 main:574] : INFO : Epoch 1699 | loss: 0.0311487 | val_loss: 0.0311699 | Time: 2232.12 ms [2021-11-28 19:51:24 main:574] : INFO : Epoch 1700 | loss: 0.0311482 | val_loss: 0.031174 | Time: 2233.17 ms [2021-11-28 19:51:26 main:574] : INFO : Epoch 1701 | loss: 0.0311504 | val_loss: 0.0311863 | Time: 2235.64 ms [2021-11-28 19:51:29 main:574] : INFO : Epoch 1702 | loss: 0.0311531 | val_loss: 0.0311683 | Time: 2222.35 ms [2021-11-28 19:51:31 main:574] : INFO : Epoch 1703 | loss: 0.0311454 | val_loss: 0.0311727 | Time: 2222.51 ms [2021-11-28 19:51:33 main:574] : INFO : Epoch 1704 | loss: 0.0311455 | val_loss: 0.0311724 | Time: 2185.19 ms [2021-11-28 19:51:35 main:574] : INFO : Epoch 1705 | loss: 0.031145 | val_loss: 0.0311736 | Time: 2216.15 ms [2021-11-28 19:51:37 main:574] : INFO : Epoch 1706 | loss: 0.031151 | val_loss: 0.0311716 | Time: 2246.25 ms [2021-11-28 19:51:40 main:574] : INFO : Epoch 1707 | loss: 0.0311545 | val_loss: 0.0311703 | Time: 2212.43 ms [2021-11-28 19:51:42 main:574] : INFO : Epoch 1708 | loss: 0.0311461 | val_loss: 0.0311709 | Time: 2228.26 ms [2021-11-28 19:51:44 main:574] : INFO : Epoch 1709 | loss: 0.0311477 | val_loss: 0.0311718 | Time: 2212.01 ms [2021-11-28 19:51:46 main:574] : INFO : Epoch 1710 | loss: 0.0311452 | val_loss: 0.0311757 | Time: 2221.29 ms [2021-11-28 19:51:49 main:574] : INFO : Epoch 1711 | loss: 0.0311496 | val_loss: 0.0311733 | Time: 2226.34 ms [2021-11-28 19:51:51 main:574] : INFO : Epoch 1712 | loss: 0.0311472 | val_loss: 0.0311733 | Time: 2218.8 ms [2021-11-28 19:51:53 main:574] : INFO : Epoch 1713 | loss: 0.0311461 | val_loss: 0.0311694 | Time: 2244.49 ms [2021-11-28 19:51:55 main:574] : INFO : Epoch 1714 | loss: 0.0311455 | val_loss: 0.0311694 | Time: 2243.87 ms [2021-11-28 19:51:57 main:574] : INFO : Epoch 1715 | loss: 0.0311445 | val_loss: 0.0311711 | Time: 2215.67 ms [2021-11-28 19:52:00 main:574] : INFO : Epoch 1716 | loss: 0.0311415 | val_loss: 0.0311707 | Time: 2232.17 ms [2021-11-28 19:52:02 main:574] : INFO : Epoch 1717 | loss: 0.0311426 | val_loss: 0.031175 | Time: 2215.49 ms [2021-11-28 19:52:04 main:574] : INFO : Epoch 1718 | loss: 0.0311408 | val_loss: 0.0311735 | Time: 2219.4 ms [2021-11-28 19:52:06 main:574] : INFO : Epoch 1719 | loss: 0.0311416 | val_loss: 0.0311895 | Time: 2209.71 ms [2021-11-28 19:52:09 main:574] : INFO : Epoch 1720 | loss: 0.0311456 | val_loss: 0.0311771 | Time: 2218.67 ms [2021-11-28 19:52:11 main:574] : INFO : Epoch 1721 | loss: 0.0311455 | val_loss: 0.0311727 | Time: 2203.65 ms [2021-11-28 19:52:13 main:574] : INFO : Epoch 1722 | loss: 0.0311411 | val_loss: 0.0311731 | Time: 2219.17 ms [2021-11-28 19:52:15 main:574] : INFO : Epoch 1723 | loss: 0.0311412 | val_loss: 0.0311775 | Time: 2229.02 ms [2021-11-28 19:52:17 main:574] : INFO : Epoch 1724 | loss: 0.0311391 | val_loss: 0.0311812 | Time: 2230.32 ms [2021-11-28 19:52:20 main:574] : INFO : Epoch 1725 | loss: 0.0311385 | val_loss: 0.031177 | Time: 2212.88 ms [2021-11-28 19:52:22 main:574] : INFO : Epoch 1726 | loss: 0.0311398 | val_loss: 0.0311845 | Time: 2233.76 ms [2021-11-28 19:52:24 main:574] : INFO : Epoch 1727 | loss: 0.0311452 | val_loss: 0.0311845 | Time: 2205.42 ms [2021-11-28 19:52:26 main:574] : INFO : Epoch 1728 | loss: 0.0311501 | val_loss: 0.0311704 | Time: 2219.43 ms [2021-11-28 19:52:29 main:574] : INFO : Epoch 1729 | loss: 0.0311509 | val_loss: 0.0311761 | Time: 2225.8 ms [2021-11-28 19:52:31 main:574] : INFO : Epoch 1730 | loss: 0.0311575 | val_loss: 0.0311721 | Time: 2199.96 ms [2021-11-28 19:52:33 main:574] : INFO : Epoch 1731 | loss: 0.0311535 | val_loss: 0.0311705 | Time: 2226.21 ms [2021-11-28 19:52:35 main:574] : INFO : Epoch 1732 | loss: 0.031151 | val_loss: 0.0311715 | Time: 2223.91 ms [2021-11-28 19:52:37 main:574] : INFO : Epoch 1733 | loss: 0.0311456 | val_loss: 0.0311746 | Time: 2207.92 ms [2021-11-28 19:52:40 main:574] : INFO : Epoch 1734 | loss: 0.0311447 | val_loss: 0.031171 | Time: 2203.41 ms [2021-11-28 19:52:42 main:574] : INFO : Epoch 1735 | loss: 0.031141 | val_loss: 0.0311737 | Time: 2230.39 ms [2021-11-28 19:52:44 main:574] : INFO : Epoch 1736 | loss: 0.0311413 | val_loss: 0.0311737 | Time: 2228.81 ms [2021-11-28 19:52:46 main:574] : INFO : Epoch 1737 | loss: 0.0311394 | val_loss: 0.0311727 | Time: 2208.43 ms [2021-11-28 19:52:49 main:574] : INFO : Epoch 1738 | loss: 0.0311417 | val_loss: 0.0311712 | Time: 2216.67 ms [2021-11-28 19:52:51 main:574] : INFO : Epoch 1739 | loss: 0.0311421 | val_loss: 0.03117 | Time: 2237.86 ms [2021-11-28 19:52:53 main:574] : INFO : Epoch 1740 | loss: 0.0311415 | val_loss: 0.0311751 | Time: 2216.01 ms [2021-11-28 19:52:55 main:574] : INFO : Epoch 1741 | loss: 0.0311483 | val_loss: 0.0311691 | Time: 2232.84 ms [2021-11-28 19:52:58 main:574] : INFO : Epoch 1742 | loss: 0.0311456 | val_loss: 0.0311701 | Time: 2235.91 ms [2021-11-28 19:53:00 main:574] : INFO : Epoch 1743 | loss: 0.0311483 | val_loss: 0.0311675 | Time: 2232.79 ms [2021-11-28 19:53:02 main:574] : INFO : Epoch 1744 | loss: 0.0311454 | val_loss: 0.03117 | Time: 2204.15 ms [2021-11-28 19:53:04 main:574] : INFO : Epoch 1745 | loss: 0.0311417 | val_loss: 0.0311736 | Time: 2228.06 ms [2021-11-28 19:53:06 main:574] : INFO : Epoch 1746 | loss: 0.031144 | val_loss: 0.031176 | Time: 2217.8 ms [2021-11-28 19:53:09 main:574] : INFO : Epoch 1747 | loss: 0.031142 | val_loss: 0.0311724 | Time: 2207.47 ms [2021-11-28 19:53:11 main:574] : INFO : Epoch 1748 | loss: 0.0311399 | val_loss: 0.0311739 | Time: 2229.51 ms [2021-11-28 19:53:13 main:574] : INFO : Epoch 1749 | loss: 0.0311435 | val_loss: 0.0311707 | Time: 2224.61 ms [2021-11-28 19:53:15 main:574] : INFO : Epoch 1750 | loss: 0.0311397 | val_loss: 0.0311739 | Time: 2209.1 ms [2021-11-28 19:53:18 main:574] : INFO : Epoch 1751 | loss: 0.0311386 | val_loss: 0.031171 | Time: 2210.55 ms [2021-11-28 19:53:20 main:574] : INFO : Epoch 1752 | loss: 0.0311399 | val_loss: 0.0311695 | Time: 2234.31 ms [2021-11-28 19:53:22 main:574] : INFO : Epoch 1753 | loss: 0.0311445 | val_loss: 0.0311692 | Time: 2216.46 ms [2021-11-28 19:53:24 main:574] : INFO : Epoch 1754 | loss: 0.0311411 | val_loss: 0.0311769 | Time: 2209.26 ms [2021-11-28 19:53:26 main:574] : INFO : Epoch 1755 | loss: 0.0311407 | val_loss: 0.0311732 | Time: 2254.66 ms [2021-11-28 19:53:29 main:574] : INFO : Epoch 1756 | loss: 0.0311416 | val_loss: 0.031173 | Time: 2262.09 ms [2021-11-28 19:53:31 main:574] : INFO : Epoch 1757 | loss: 0.0311413 | val_loss: 0.0311712 | Time: 2196.54 ms [2021-11-28 19:53:33 main:574] : INFO : Epoch 1758 | loss: 0.0311424 | val_loss: 0.0311802 | Time: 2213.32 ms [2021-11-28 19:53:35 main:574] : INFO : Epoch 1759 | loss: 0.0311416 | val_loss: 0.0311727 | Time: 2211.02 ms [2021-11-28 19:53:38 main:574] : INFO : Epoch 1760 | loss: 0.0311429 | val_loss: 0.0311732 | Time: 2214.54 ms [2021-11-28 19:53:40 main:574] : INFO : Epoch 1761 | loss: 0.0311377 | val_loss: 0.0311752 | Time: 2207.69 ms [2021-11-28 19:53:42 main:574] : INFO : Epoch 1762 | loss: 0.0311409 | val_loss: 0.0311745 | Time: 2242.32 ms [2021-11-28 19:53:44 main:574] : INFO : Epoch 1763 | loss: 0.0311391 | val_loss: 0.0311722 | Time: 2235.07 ms [2021-11-28 19:53:47 main:574] : INFO : Epoch 1764 | loss: 0.0311368 | val_loss: 0.031173 | Time: 2241.24 ms [2021-11-28 19:53:49 main:574] : INFO : Epoch 1765 | loss: 0.0311404 | val_loss: 0.031168 | Time: 2196.76 ms [2021-11-28 19:53:51 main:574] : INFO : Epoch 1766 | loss: 0.0311408 | val_loss: 0.0311769 | Time: 2203.21 ms [2021-11-28 19:53:53 main:574] : INFO : Epoch 1767 | loss: 0.0311417 | val_loss: 0.0311721 | Time: 2201.05 ms [2021-11-28 19:53:55 main:574] : INFO : Epoch 1768 | loss: 0.0311401 | val_loss: 0.0311786 | Time: 2238.47 ms [2021-11-28 19:53:58 main:574] : INFO : Epoch 1769 | loss: 0.0311379 | val_loss: 0.0311723 | Time: 2216.7 ms [2021-11-28 19:54:00 main:574] : INFO : Epoch 1770 | loss: 0.0311365 | val_loss: 0.0311726 | Time: 2233.99 ms [2021-11-28 19:54:02 main:574] : INFO : Epoch 1771 | loss: 0.0311386 | val_loss: 0.0311753 | Time: 2239.12 ms [2021-11-28 19:54:04 main:574] : INFO : Epoch 1772 | loss: 0.0311438 | val_loss: 0.0311736 | Time: 2223.66 ms [2021-11-28 19:54:07 main:574] : INFO : Epoch 1773 | loss: 0.0311551 | val_loss: 0.0311737 | Time: 2232.96 ms [2021-11-28 19:54:09 main:574] : INFO : Epoch 1774 | loss: 0.0311596 | val_loss: 0.0311721 | Time: 2210.85 ms [2021-11-28 19:54:11 main:574] : INFO : Epoch 1775 | loss: 0.0311577 | val_loss: 0.0311714 | Time: 2225.83 ms [2021-11-28 19:54:13 main:574] : INFO : Epoch 1776 | loss: 0.0311537 | val_loss: 0.0311695 | Time: 2231.67 ms [2021-11-28 19:54:15 main:574] : INFO : Epoch 1777 | loss: 0.0311491 | val_loss: 0.0311702 | Time: 2254.07 ms [2021-11-28 19:54:18 main:574] : INFO : Epoch 1778 | loss: 0.0311478 | val_loss: 0.0311737 | Time: 2233.6 ms [2021-11-28 19:54:20 main:574] : INFO : Epoch 1779 | loss: 0.0311468 | val_loss: 0.0311708 | Time: 2215.65 ms [2021-11-28 19:54:22 main:574] : INFO : Epoch 1780 | loss: 0.0311459 | val_loss: 0.0311714 | Time: 2224.69 ms [2021-11-28 19:54:24 main:574] : INFO : Epoch 1781 | loss: 0.0311443 | val_loss: 0.0311712 | Time: 2215.84 ms [2021-11-28 19:54:27 main:574] : INFO : Epoch 1782 | loss: 0.0311467 | val_loss: 0.0311702 | Time: 2230.3 ms [2021-11-28 19:54:29 main:574] : INFO : Epoch 1783 | loss: 0.0311447 | val_loss: 0.0311712 | Time: 2207.17 ms [2021-11-28 19:54:31 main:574] : INFO : Epoch 1784 | loss: 0.0311455 | val_loss: 0.0311703 | Time: 2242.82 ms [2021-11-28 19:54:33 main:574] : INFO : Epoch 1785 | loss: 0.0311431 | val_loss: 0.0311719 | Time: 2269.54 ms [2021-11-28 19:54:36 main:574] : INFO : Epoch 1786 | loss: 0.0311438 | val_loss: 0.0311684 | Time: 2322.24 ms [2021-11-28 19:54:38 main:574] : INFO : Epoch 1787 | loss: 0.0311416 | val_loss: 0.0311762 | Time: 2239.28 ms [2021-11-28 19:54:40 main:574] : INFO : Epoch 1788 | loss: 0.0311435 | val_loss: 0.0311908 | Time: 2232.3 ms [2021-11-28 19:54:42 main:574] : INFO : Epoch 1789 | loss: 0.0311426 | val_loss: 0.0311812 | Time: 2186.93 ms [2021-11-28 19:54:45 main:574] : INFO : Epoch 1790 | loss: 0.0311437 | val_loss: 0.031178 | Time: 2193.38 ms [2021-11-28 19:54:47 main:574] : INFO : Epoch 1791 | loss: 0.0311414 | val_loss: 0.0311767 | Time: 2245.79 ms [2021-11-28 19:54:49 main:574] : INFO : Epoch 1792 | loss: 0.0311402 | val_loss: 0.0311748 | Time: 2211.61 ms [2021-11-28 19:54:51 main:574] : INFO : Epoch 1793 | loss: 0.0311421 | val_loss: 0.0311713 | Time: 2217.61 ms [2021-11-28 19:54:53 main:574] : INFO : Epoch 1794 | loss: 0.0311391 | val_loss: 0.0311776 | Time: 2225.94 ms [2021-11-28 19:54:56 main:574] : INFO : Epoch 1795 | loss: 0.0311377 | val_loss: 0.0311753 | Time: 2226.36 ms [2021-11-28 19:54:58 main:574] : INFO : Epoch 1796 | loss: 0.0311365 | val_loss: 0.0311769 | Time: 2222.84 ms [2021-11-28 19:55:00 main:574] : INFO : Epoch 1797 | loss: 0.0311358 | val_loss: 0.0311778 | Time: 2209.54 ms [2021-11-28 19:55:02 main:574] : INFO : Epoch 1798 | loss: 0.031135 | val_loss: 0.0311763 | Time: 2222.28 ms [2021-11-28 19:55:05 main:574] : INFO : Epoch 1799 | loss: 0.0311357 | val_loss: 0.0311812 | Time: 2227.95 ms [2021-11-28 19:55:07 main:574] : INFO : Epoch 1800 | loss: 0.0311344 | val_loss: 0.0311794 | Time: 2248.11 ms [2021-11-28 19:55:09 main:574] : INFO : Epoch 1801 | loss: 0.0311361 | val_loss: 0.031179 | Time: 2201.33 ms [2021-11-28 19:55:11 main:574] : INFO : Epoch 1802 | loss: 0.0311368 | val_loss: 0.0311827 | Time: 2230.78 ms [2021-11-28 19:55:14 main:574] : INFO : Epoch 1803 | loss: 0.0311389 | val_loss: 0.0311725 | Time: 2212.86 ms [2021-11-28 19:55:16 main:574] : INFO : Epoch 1804 | loss: 0.0311357 | val_loss: 0.0311744 | Time: 2205.56 ms [2021-11-28 19:55:18 main:574] : INFO : Epoch 1805 | loss: 0.0311377 | val_loss: 0.0311745 | Time: 2190.88 ms [2021-11-28 19:55:20 main:574] : INFO : Epoch 1806 | loss: 0.0311383 | val_loss: 0.0311757 | Time: 2231.13 ms [2021-11-28 19:55:22 main:574] : INFO : Epoch 1807 | loss: 0.0311419 | val_loss: 0.0311747 | Time: 2216.66 ms [2021-11-28 19:55:25 main:574] : INFO : Epoch 1808 | loss: 0.031143 | val_loss: 0.0311766 | Time: 2244.84 ms [2021-11-28 19:55:27 main:574] : INFO : Epoch 1809 | loss: 0.0311423 | val_loss: 0.0311706 | Time: 2232.78 ms [2021-11-28 19:55:29 main:574] : INFO : Epoch 1810 | loss: 0.0311405 | val_loss: 0.031175 | Time: 2234.65 ms [2021-11-28 19:55:31 main:574] : INFO : Epoch 1811 | loss: 0.0311392 | val_loss: 0.0311734 | Time: 2199.26 ms [2021-11-28 19:55:34 main:574] : INFO : Epoch 1812 | loss: 0.0311368 | val_loss: 0.0311719 | Time: 2232.73 ms [2021-11-28 19:55:36 main:574] : INFO : Epoch 1813 | loss: 0.0311374 | val_loss: 0.0311731 | Time: 2228.41 ms [2021-11-28 19:55:38 main:574] : INFO : Epoch 1814 | loss: 0.0311347 | val_loss: 0.0311756 | Time: 2238.96 ms [2021-11-28 19:55:40 main:574] : INFO : Epoch 1815 | loss: 0.0311333 | val_loss: 0.0311725 | Time: 2227.76 ms [2021-11-28 19:55:42 main:574] : INFO : Epoch 1816 | loss: 0.0311357 | val_loss: 0.0311707 | Time: 2206.88 ms [2021-11-28 19:55:45 main:574] : INFO : Epoch 1817 | loss: 0.0311345 | val_loss: 0.031175 | Time: 2209.18 ms [2021-11-28 19:55:47 main:574] : INFO : Epoch 1818 | loss: 0.0311371 | val_loss: 0.0311751 | Time: 2224.89 ms [2021-11-28 19:55:49 main:574] : INFO : Epoch 1819 | loss: 0.0311358 | val_loss: 0.0311695 | Time: 2238.72 ms [2021-11-28 19:55:51 main:574] : INFO : Epoch 1820 | loss: 0.0311361 | val_loss: 0.0311788 | Time: 2223.29 ms [2021-11-28 19:55:54 main:574] : INFO : Epoch 1821 | loss: 0.0311368 | val_loss: 0.0311772 | Time: 2215.75 ms [2021-11-28 19:55:56 main:574] : INFO : Epoch 1822 | loss: 0.0311347 | val_loss: 0.0311779 | Time: 2231.25 ms [2021-11-28 19:55:58 main:574] : INFO : Epoch 1823 | loss: 0.0311357 | val_loss: 0.0311699 | Time: 2219.61 ms [2021-11-28 19:56:00 main:574] : INFO : Epoch 1824 | loss: 0.0311321 | val_loss: 0.0311715 | Time: 2247.5 ms [2021-11-28 19:56:03 main:574] : INFO : Epoch 1825 | loss: 0.0311337 | val_loss: 0.0311752 | Time: 2292.45 ms [2021-11-28 19:56:05 main:574] : INFO : Epoch 1826 | loss: 0.0311328 | val_loss: 0.0311788 | Time: 2247.51 ms [2021-11-28 19:56:07 main:574] : INFO : Epoch 1827 | loss: 0.0311348 | val_loss: 0.0311776 | Time: 2196.67 ms [2021-11-28 19:56:09 main:574] : INFO : Epoch 1828 | loss: 0.031133 | val_loss: 0.0311761 | Time: 2259.73 ms [2021-11-28 19:56:12 main:574] : INFO : Epoch 1829 | loss: 0.0311321 | val_loss: 0.0311773 | Time: 2221.48 ms [2021-11-28 19:56:14 main:574] : INFO : Epoch 1830 | loss: 0.0311334 | val_loss: 0.0311732 | Time: 2228.93 ms [2021-11-28 19:56:16 main:574] : INFO : Epoch 1831 | loss: 0.0311344 | val_loss: 0.0311757 | Time: 2226.43 ms [2021-11-28 19:56:18 main:574] : INFO : Epoch 1832 | loss: 0.0311342 | val_loss: 0.0311773 | Time: 2210.65 ms [2021-11-28 19:56:20 main:574] : INFO : Epoch 1833 | loss: 0.0311329 | val_loss: 0.0311698 | Time: 2213.19 ms [2021-11-28 19:56:23 main:574] : INFO : Epoch 1834 | loss: 0.0311317 | val_loss: 0.0311797 | Time: 2202.87 ms [2021-11-28 19:56:25 main:574] : INFO : Epoch 1835 | loss: 0.0311338 | val_loss: 0.0311686 | Time: 2237 ms [2021-11-28 19:56:27 main:574] : INFO : Epoch 1836 | loss: 0.0311339 | val_loss: 0.0311755 | Time: 2235.78 ms [2021-11-28 19:56:29 main:574] : INFO : Epoch 1837 | loss: 0.0311331 | val_loss: 0.0311758 | Time: 2231.74 ms [2021-11-28 19:56:32 main:574] : INFO : Epoch 1838 | loss: 0.0311323 | val_loss: 0.0311835 | Time: 2191.61 ms [2021-11-28 19:56:34 main:574] : INFO : Epoch 1839 | loss: 0.0311375 | val_loss: 0.0311793 | Time: 2222.58 ms [2021-11-28 19:56:36 main:574] : INFO : Epoch 1840 | loss: 0.0311346 | val_loss: 0.031176 | Time: 2214.37 ms [2021-11-28 19:56:38 main:574] : INFO : Epoch 1841 | loss: 0.0311334 | val_loss: 0.0311768 | Time: 2245.26 ms [2021-11-28 19:56:40 main:574] : INFO : Epoch 1842 | loss: 0.031132 | val_loss: 0.031168 | Time: 2201.06 ms [2021-11-28 19:56:43 main:574] : INFO : Epoch 1843 | loss: 0.0311378 | val_loss: 0.0311729 | Time: 2229.26 ms [2021-11-28 19:56:45 main:574] : INFO : Epoch 1844 | loss: 0.0311333 | val_loss: 0.0311767 | Time: 2234.52 ms [2021-11-28 19:56:47 main:574] : INFO : Epoch 1845 | loss: 0.0311324 | val_loss: 0.0311752 | Time: 2207.64 ms [2021-11-28 19:56:49 main:574] : INFO : Epoch 1846 | loss: 0.0311306 | val_loss: 0.0311734 | Time: 2206.97 ms [2021-11-28 19:56:52 main:574] : INFO : Epoch 1847 | loss: 0.0311293 | val_loss: 0.031183 | Time: 2225.89 ms [2021-11-28 19:56:54 main:574] : INFO : Epoch 1848 | loss: 0.0311275 | val_loss: 0.0311837 | Time: 2241.69 ms [2021-11-28 19:56:56 main:574] : INFO : Epoch 1849 | loss: 0.0311333 | val_loss: 0.0311812 | Time: 2194.43 ms [2021-11-28 19:56:58 main:574] : INFO : Epoch 1850 | loss: 0.0311304 | val_loss: 0.0311763 | Time: 2206.37 ms [2021-11-28 19:57:00 main:574] : INFO : Epoch 1851 | loss: 0.0311306 | val_loss: 0.0311796 | Time: 2207.87 ms [2021-11-28 19:57:03 main:574] : INFO : Epoch 1852 | loss: 0.0311323 | val_loss: 0.0311801 | Time: 2234.35 ms [2021-11-28 19:57:05 main:574] : INFO : Epoch 1853 | loss: 0.0311312 | val_loss: 0.0311872 | Time: 2232.69 ms [2021-11-28 19:57:07 main:574] : INFO : Epoch 1854 | loss: 0.0311329 | val_loss: 0.0311837 | Time: 2212.95 ms [2021-11-28 19:57:09 main:574] : INFO : Epoch 1855 | loss: 0.0311327 | val_loss: 0.0311796 | Time: 2215.93 ms [2021-11-28 19:57:12 main:574] : INFO : Epoch 1856 | loss: 0.0311319 | val_loss: 0.0311798 | Time: 2218.14 ms [2021-11-28 19:57:14 main:574] : INFO : Epoch 1857 | loss: 0.0311314 | val_loss: 0.0311876 | Time: 2232 ms [2021-11-28 19:57:16 main:574] : INFO : Epoch 1858 | loss: 0.0311368 | val_loss: 0.0311783 | Time: 2222.21 ms [2021-11-28 19:57:18 main:574] : INFO : Epoch 1859 | loss: 0.0311334 | val_loss: 0.0311752 | Time: 2262.83 ms [2021-11-28 19:57:20 main:574] : INFO : Epoch 1860 | loss: 0.0311302 | val_loss: 0.031179 | Time: 2199.86 ms [2021-11-28 19:57:23 main:574] : INFO : Epoch 1861 | loss: 0.0311316 | val_loss: 0.0311753 | Time: 2233.82 ms [2021-11-28 19:57:25 main:574] : INFO : Epoch 1862 | loss: 0.0311314 | val_loss: 0.0311811 | Time: 2231.08 ms [2021-11-28 19:57:27 main:574] : INFO : Epoch 1863 | loss: 0.031132 | val_loss: 0.0311845 | Time: 2217.11 ms [2021-11-28 19:57:29 main:574] : INFO : Epoch 1864 | loss: 0.03113 | val_loss: 0.0311812 | Time: 2265.61 ms [2021-11-28 19:57:32 main:574] : INFO : Epoch 1865 | loss: 0.0311302 | val_loss: 0.0311844 | Time: 2230.58 ms [2021-11-28 19:57:34 main:574] : INFO : Epoch 1866 | loss: 0.0311292 | val_loss: 0.0311771 | Time: 2245.18 ms [2021-11-28 19:57:36 main:574] : INFO : Epoch 1867 | loss: 0.0311294 | val_loss: 0.0311776 | Time: 2233.36 ms [2021-11-28 19:57:38 main:574] : INFO : Epoch 1868 | loss: 0.0311267 | val_loss: 0.0311775 | Time: 2229.4 ms [2021-11-28 19:57:41 main:574] : INFO : Epoch 1869 | loss: 0.0311275 | val_loss: 0.0311777 | Time: 2232.26 ms [2021-11-28 19:57:43 main:574] : INFO : Epoch 1870 | loss: 0.0311332 | val_loss: 0.031181 | Time: 2236.12 ms [2021-11-28 19:57:45 main:574] : INFO : Epoch 1871 | loss: 0.0311278 | val_loss: 0.0311772 | Time: 2214.46 ms [2021-11-28 19:57:47 main:574] : INFO : Epoch 1872 | loss: 0.0311257 | val_loss: 0.0311766 | Time: 2219.09 ms [2021-11-28 19:57:50 main:574] : INFO : Epoch 1873 | loss: 0.03113 | val_loss: 0.0311812 | Time: 2212.12 ms [2021-11-28 19:57:52 main:574] : INFO : Epoch 1874 | loss: 0.0311295 | val_loss: 0.0311801 | Time: 2238.13 ms [2021-11-28 19:57:54 main:574] : INFO : Epoch 1875 | loss: 0.0311262 | val_loss: 0.0311789 | Time: 2251.6 ms [2021-11-28 19:57:56 main:574] : INFO : Epoch 1876 | loss: 0.031126 | val_loss: 0.0311768 | Time: 2217.02 ms [2021-11-28 19:57:58 main:574] : INFO : Epoch 1877 | loss: 0.0311308 | val_loss: 0.0311758 | Time: 2243.6 ms [2021-11-28 19:58:01 main:574] : INFO : Epoch 1878 | loss: 0.0311311 | val_loss: 0.0311768 | Time: 2232.89 ms [2021-11-28 19:58:03 main:574] : INFO : Epoch 1879 | loss: 0.0311432 | val_loss: 0.0311715 | Time: 2218.99 ms [2021-11-28 19:58:05 main:574] : INFO : Epoch 1880 | loss: 0.0311429 | val_loss: 0.0311671 | Time: 2225.16 ms [2021-11-28 19:58:07 main:574] : INFO : Epoch 1881 | loss: 0.0311455 | val_loss: 0.0311697 | Time: 2222.48 ms [2021-11-28 19:58:10 main:574] : INFO : Epoch 1882 | loss: 0.0311435 | val_loss: 0.0311729 | Time: 2213.3 ms [2021-11-28 19:58:12 main:574] : INFO : Epoch 1883 | loss: 0.0311473 | val_loss: 0.031177 | Time: 2206.83 ms [2021-11-28 19:58:14 main:574] : INFO : Epoch 1884 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 2219.38 ms [2021-11-28 19:58:16 main:574] : INFO : Epoch 1885 | loss: 0.0311678 | val_loss: 0.0311669 | Time: 2266.91 ms [2021-11-28 19:58:19 main:574] : INFO : Epoch 1886 | loss: 0.0311623 | val_loss: 0.031167 | Time: 2214.54 ms [2021-11-28 19:58:21 main:574] : INFO : Epoch 1887 | loss: 0.0311584 | val_loss: 0.0311681 | Time: 2187.37 ms [2021-11-28 19:58:23 main:574] : INFO : Epoch 1888 | loss: 0.0311561 | val_loss: 0.0311653 | Time: 2214.96 ms [2021-11-28 19:58:25 main:574] : INFO : Epoch 1889 | loss: 0.0311522 | val_loss: 0.0311652 | Time: 2215.36 ms [2021-11-28 19:58:27 main:574] : INFO : Epoch 1890 | loss: 0.031152 | val_loss: 0.0311685 | Time: 2243.63 ms [2021-11-28 19:58:30 main:574] : INFO : Epoch 1891 | loss: 0.031151 | val_loss: 0.0311689 | Time: 2218.37 ms [2021-11-28 19:58:32 main:574] : INFO : Epoch 1892 | loss: 0.0311522 | val_loss: 0.0311662 | Time: 2236.37 ms [2021-11-28 19:58:34 main:574] : INFO : Epoch 1893 | loss: 0.03115 | val_loss: 0.0311656 | Time: 2220.69 ms [2021-11-28 19:58:36 main:574] : INFO : Epoch 1894 | loss: 0.031145 | val_loss: 0.0311708 | Time: 2204.16 ms [2021-11-28 19:58:39 main:574] : INFO : Epoch 1895 | loss: 0.0311486 | val_loss: 0.0311666 | Time: 2221.87 ms [2021-11-28 19:58:41 main:574] : INFO : Epoch 1896 | loss: 0.0311444 | val_loss: 0.0311708 | Time: 2244.89 ms [2021-11-28 19:58:43 main:574] : INFO : Epoch 1897 | loss: 0.0311417 | val_loss: 0.0311723 | Time: 2217.55 ms [2021-11-28 19:58:45 main:574] : INFO : Epoch 1898 | loss: 0.0311407 | val_loss: 0.031164 | Time: 2234.27 ms [2021-11-28 19:58:47 main:574] : INFO : Epoch 1899 | loss: 0.0311402 | val_loss: 0.0311673 | Time: 2248.77 ms [2021-11-28 19:58:50 main:574] : INFO : Epoch 1900 | loss: 0.031141 | val_loss: 0.0311668 | Time: 2254.84 ms [2021-11-28 19:58:52 main:574] : INFO : Epoch 1901 | loss: 0.0311397 | val_loss: 0.0311676 | Time: 2223.77 ms [2021-11-28 19:58:54 main:574] : INFO : Epoch 1902 | loss: 0.0311384 | val_loss: 0.0311656 | Time: 2257.8 ms [2021-11-28 19:58:56 main:574] : INFO : Epoch 1903 | loss: 0.031139 | val_loss: 0.0311641 | Time: 2217.7 ms [2021-11-28 19:58:59 main:574] : INFO : Epoch 1904 | loss: 0.0311392 | val_loss: 0.0311663 | Time: 2235.02 ms [2021-11-28 19:59:01 main:574] : INFO : Epoch 1905 | loss: 0.0311399 | val_loss: 0.0311716 | Time: 2216.09 ms [2021-11-28 19:59:03 main:574] : INFO : Epoch 1906 | loss: 0.0311397 | val_loss: 0.0311688 | Time: 2259.01 ms [2021-11-28 19:59:05 main:574] : INFO : Epoch 1907 | loss: 0.0311393 | val_loss: 0.0311681 | Time: 2221.07 ms [2021-11-28 19:59:08 main:574] : INFO : Epoch 1908 | loss: 0.0311374 | val_loss: 0.0311789 | Time: 2197.38 ms [2021-11-28 19:59:10 main:574] : INFO : Epoch 1909 | loss: 0.0311376 | val_loss: 0.031171 | Time: 2222.07 ms [2021-11-28 19:59:12 main:574] : INFO : Epoch 1910 | loss: 0.0311371 | val_loss: 0.031174 | Time: 2255.78 ms [2021-11-28 19:59:14 main:574] : INFO : Epoch 1911 | loss: 0.0311394 | val_loss: 0.0311708 | Time: 2212.46 ms [2021-11-28 19:59:16 main:574] : INFO : Epoch 1912 | loss: 0.0311423 | val_loss: 0.0311681 | Time: 2204.09 ms [2021-11-28 19:59:19 main:574] : INFO : Epoch 1913 | loss: 0.0311415 | val_loss: 0.0311799 | Time: 2234.94 ms [2021-11-28 19:59:21 main:574] : INFO : Epoch 1914 | loss: 0.0311472 | val_loss: 0.0311838 | Time: 2227.67 ms [2021-11-28 19:59:23 main:574] : INFO : Epoch 1915 | loss: 0.031161 | val_loss: 0.0311692 | Time: 2215.9 ms [2021-11-28 19:59:25 main:574] : INFO : Epoch 1916 | loss: 0.0311546 | val_loss: 0.0311684 | Time: 2198.5 ms [2021-11-28 19:59:28 main:574] : INFO : Epoch 1917 | loss: 0.0311501 | val_loss: 0.0311664 | Time: 2191.52 ms [2021-11-28 19:59:30 main:574] : INFO : Epoch 1918 | loss: 0.0311462 | val_loss: 0.0311673 | Time: 2223.75 ms [2021-11-28 19:59:32 main:574] : INFO : Epoch 1919 | loss: 0.0311447 | val_loss: 0.0311699 | Time: 2235.01 ms [2021-11-28 19:59:34 main:574] : INFO : Epoch 1920 | loss: 0.0311488 | val_loss: 0.0311738 | Time: 2238.52 ms [2021-11-28 19:59:36 main:574] : INFO : Epoch 1921 | loss: 0.0311492 | val_loss: 0.0311788 | Time: 2201.68 ms [2021-11-28 19:59:39 main:574] : INFO : Epoch 1922 | loss: 0.031146 | val_loss: 0.0311778 | Time: 2202.25 ms [2021-11-28 19:59:41 main:574] : INFO : Epoch 1923 | loss: 0.0311429 | val_loss: 0.0311693 | Time: 2241.19 ms [2021-11-28 19:59:43 main:574] : INFO : Epoch 1924 | loss: 0.0311435 | val_loss: 0.031171 | Time: 2214.57 ms [2021-11-28 19:59:45 main:574] : INFO : Epoch 1925 | loss: 0.0311428 | val_loss: 0.0311711 | Time: 2215.1 ms [2021-11-28 19:59:48 main:574] : INFO : Epoch 1926 | loss: 0.0311393 | val_loss: 0.0311714 | Time: 2218.56 ms [2021-11-28 19:59:50 main:574] : INFO : Epoch 1927 | loss: 0.0311373 | val_loss: 0.0311728 | Time: 2201.45 ms [2021-11-28 19:59:52 main:574] : INFO : Epoch 1928 | loss: 0.0311385 | val_loss: 0.0311722 | Time: 2210.73 ms [2021-11-28 19:59:54 main:574] : INFO : Epoch 1929 | loss: 0.031139 | val_loss: 0.031177 | Time: 2220.87 ms [2021-11-28 19:59:56 main:574] : INFO : Epoch 1930 | loss: 0.0311395 | val_loss: 0.0311747 | Time: 2225.63 ms [2021-11-28 19:59:59 main:574] : INFO : Epoch 1931 | loss: 0.0311357 | val_loss: 0.0311748 | Time: 2193.66 ms [2021-11-28 20:00:01 main:574] : INFO : Epoch 1932 | loss: 0.031136 | val_loss: 0.0311735 | Time: 2204.47 ms [2021-11-28 20:00:03 main:574] : INFO : Epoch 1933 | loss: 0.0311343 | val_loss: 0.0311772 | Time: 2197.2 ms [2021-11-28 20:00:05 main:574] : INFO : Epoch 1934 | loss: 0.0311369 | val_loss: 0.0311769 | Time: 2234.09 ms [2021-11-28 20:00:08 main:574] : INFO : Epoch 1935 | loss: 0.0311378 | val_loss: 0.0311725 | Time: 2201.01 ms [2021-11-28 20:00:10 main:574] : INFO : Epoch 1936 | loss: 0.031137 | val_loss: 0.0311778 | Time: 2231.37 ms [2021-11-28 20:00:12 main:574] : INFO : Epoch 1937 | loss: 0.0311388 | val_loss: 0.0311829 | Time: 2210.81 ms [2021-11-28 20:00:14 main:574] : INFO : Epoch 1938 | loss: 0.031137 | val_loss: 0.0311696 | Time: 2211.49 ms [2021-11-28 20:00:16 main:574] : INFO : Epoch 1939 | loss: 0.031133 | val_loss: 0.0311688 | Time: 2231.11 ms [2021-11-28 20:00:19 main:574] : INFO : Epoch 1940 | loss: 0.0311381 | val_loss: 0.0311752 | Time: 2224.93 ms [2021-11-28 20:00:21 main:574] : INFO : Epoch 1941 | loss: 0.0311413 | val_loss: 0.0311742 | Time: 2225.5 ms [2021-11-28 20:00:23 main:574] : INFO : Epoch 1942 | loss: 0.0311388 | val_loss: 0.0311775 | Time: 2186.5 ms [2021-11-28 20:00:25 main:574] : INFO : Epoch 1943 | loss: 0.0311385 | val_loss: 0.0311733 | Time: 2249.83 ms [2021-11-28 20:00:28 main:574] : INFO : Epoch 1944 | loss: 0.0311406 | val_loss: 0.0311687 | Time: 2232.47 ms [2021-11-28 20:00:30 main:574] : INFO : Epoch 1945 | loss: 0.0311405 | val_loss: 0.0311682 | Time: 2191.72 ms [2021-11-28 20:00:32 main:574] : INFO : Epoch 1946 | loss: 0.0311374 | val_loss: 0.0311663 | Time: 2219.28 ms [2021-11-28 20:00:34 main:574] : INFO : Epoch 1947 | loss: 0.0311357 | val_loss: 0.0311692 | Time: 2240.49 ms [2021-11-28 20:00:36 main:574] : INFO : Epoch 1948 | loss: 0.0311389 | val_loss: 0.0311672 | Time: 2228.01 ms [2021-11-28 20:00:39 main:574] : INFO : Epoch 1949 | loss: 0.0311349 | val_loss: 0.0311736 | Time: 2226.36 ms [2021-11-28 20:00:41 main:574] : INFO : Epoch 1950 | loss: 0.0311373 | val_loss: 0.0311677 | Time: 2224.13 ms [2021-11-28 20:00:43 main:574] : INFO : Epoch 1951 | loss: 0.0311379 | val_loss: 0.0311629 | Time: 2225.86 ms [2021-11-28 20:00:45 main:574] : INFO : Epoch 1952 | loss: 0.0311351 | val_loss: 0.0311699 | Time: 2217.87 ms [2021-11-28 20:00:48 main:574] : INFO : Epoch 1953 | loss: 0.0311347 | val_loss: 0.0311659 | Time: 2224.57 ms [2021-11-28 20:00:50 main:574] : INFO : Epoch 1954 | loss: 0.0311325 | val_loss: 0.0311669 | Time: 2215.98 ms [2021-11-28 20:00:52 main:574] : INFO : Epoch 1955 | loss: 0.0311317 | val_loss: 0.0311738 | Time: 2214.04 ms [2021-11-28 20:00:54 main:574] : INFO : Epoch 1956 | loss: 0.0311311 | val_loss: 0.0311669 | Time: 2200.05 ms [2021-11-28 20:00:56 main:574] : INFO : Epoch 1957 | loss: 0.0311302 | val_loss: 0.0311759 | Time: 2232.64 ms [2021-11-28 20:00:59 main:574] : INFO : Epoch 1958 | loss: 0.031133 | val_loss: 0.0311748 | Time: 2174.85 ms [2021-11-28 20:01:01 main:574] : INFO : Epoch 1959 | loss: 0.0311321 | val_loss: 0.0311727 | Time: 2248.11 ms [2021-11-28 20:01:03 main:574] : INFO : Epoch 1960 | loss: 0.0311317 | val_loss: 0.0311699 | Time: 2232.57 ms [2021-11-28 20:01:05 main:574] : INFO : Epoch 1961 | loss: 0.0311318 | val_loss: 0.0311733 | Time: 2268.15 ms [2021-11-28 20:01:08 main:574] : INFO : Epoch 1962 | loss: 0.0311313 | val_loss: 0.0311697 | Time: 2195.5 ms [2021-11-28 20:01:10 main:574] : INFO : Epoch 1963 | loss: 0.0311285 | val_loss: 0.0311739 | Time: 2219.7 ms [2021-11-28 20:01:12 main:574] : INFO : Epoch 1964 | loss: 0.0311302 | val_loss: 0.0311732 | Time: 2192.19 ms [2021-11-28 20:01:14 main:574] : INFO : Epoch 1965 | loss: 0.0311304 | val_loss: 0.03117 | Time: 2226.45 ms [2021-11-28 20:01:16 main:574] : INFO : Epoch 1966 | loss: 0.0311315 | val_loss: 0.0311739 | Time: 2202.76 ms [2021-11-28 20:01:19 main:574] : INFO : Epoch 1967 | loss: 0.0311338 | val_loss: 0.0311724 | Time: 2218.72 ms [2021-11-28 20:01:21 main:574] : INFO : Epoch 1968 | loss: 0.0311323 | val_loss: 0.0311718 | Time: 2231.8 ms [2021-11-28 20:01:23 main:574] : INFO : Epoch 1969 | loss: 0.0311351 | val_loss: 0.0311733 | Time: 2237.7 ms [2021-11-28 20:01:25 main:574] : INFO : Epoch 1970 | loss: 0.0311354 | val_loss: 0.0311699 | Time: 2228.43 ms [2021-11-28 20:01:28 main:574] : INFO : Epoch 1971 | loss: 0.0311355 | val_loss: 0.0311702 | Time: 2214.37 ms [2021-11-28 20:01:30 main:574] : INFO : Epoch 1972 | loss: 0.0311347 | val_loss: 0.0311688 | Time: 2228.33 ms [2021-11-28 20:01:32 main:574] : INFO : Epoch 1973 | loss: 0.0311326 | val_loss: 0.0311789 | Time: 2239.07 ms [2021-11-28 20:01:34 main:574] : INFO : Epoch 1974 | loss: 0.0311362 | val_loss: 0.0311662 | Time: 2202.74 ms [2021-11-28 20:01:36 main:574] : INFO : Epoch 1975 | loss: 0.0311344 | val_loss: 0.0311722 | Time: 2212.25 ms [2021-11-28 20:01:39 main:574] : INFO : Epoch 1976 | loss: 0.031136 | val_loss: 0.0311659 | Time: 2249.49 ms [2021-11-28 20:01:41 main:574] : INFO : Epoch 1977 | loss: 0.0311418 | val_loss: 0.0311737 | Time: 2223.22 ms [2021-11-28 20:01:43 main:574] : INFO : Epoch 1978 | loss: 0.0311364 | val_loss: 0.0311626 | Time: 2235.66 ms [2021-11-28 20:01:45 main:574] : INFO : Epoch 1979 | loss: 0.0311323 | val_loss: 0.0311692 | Time: 2209.33 ms [2021-11-28 20:01:48 main:574] : INFO : Epoch 1980 | loss: 0.0311329 | val_loss: 0.03117 | Time: 2239.41 ms [2021-11-28 20:01:50 main:574] : INFO : Epoch 1981 | loss: 0.0311332 | val_loss: 0.031171 | Time: 2218.4 ms [2021-11-28 20:01:52 main:574] : INFO : Epoch 1982 | loss: 0.0311363 | val_loss: 0.0311685 | Time: 2202.88 ms [2021-11-28 20:01:54 main:574] : INFO : Epoch 1983 | loss: 0.031131 | val_loss: 0.0311723 | Time: 2212.59 ms [2021-11-28 20:01:57 main:574] : INFO : Epoch 1984 | loss: 0.0311293 | val_loss: 0.0311694 | Time: 2229.24 ms [2021-11-28 20:01:59 main:574] : INFO : Epoch 1985 | loss: 0.0311302 | val_loss: 0.031181 | Time: 2241.5 ms [2021-11-28 20:02:01 main:574] : INFO : Epoch 1986 | loss: 0.0311354 | val_loss: 0.0311683 | Time: 2240.54 ms [2021-11-28 20:02:03 main:574] : INFO : Epoch 1987 | loss: 0.0311368 | val_loss: 0.0311717 | Time: 2214.12 ms [2021-11-28 20:02:05 main:574] : INFO : Epoch 1988 | loss: 0.0311374 | val_loss: 0.0311699 | Time: 2230.46 ms [2021-11-28 20:02:08 main:574] : INFO : Epoch 1989 | loss: 0.0311337 | val_loss: 0.0311776 | Time: 2232.28 ms [2021-11-28 20:02:10 main:574] : INFO : Epoch 1990 | loss: 0.0311331 | val_loss: 0.0311742 | Time: 2247.99 ms [2021-11-28 20:02:12 main:574] : INFO : Epoch 1991 | loss: 0.0311295 | val_loss: 0.0311819 | Time: 2247.71 ms [2021-11-28 20:02:14 main:574] : INFO : Epoch 1992 | loss: 0.0311297 | val_loss: 0.0311719 | Time: 2213.33 ms [2021-11-28 20:02:17 main:574] : INFO : Epoch 1993 | loss: 0.0311291 | val_loss: 0.0311726 | Time: 2224.28 ms [2021-11-28 20:02:19 main:574] : INFO : Epoch 1994 | loss: 0.0311386 | val_loss: 0.031172 | Time: 2213.89 ms [2021-11-28 20:02:21 main:574] : INFO : Epoch 1995 | loss: 0.0311431 | val_loss: 0.0311669 | Time: 2201.64 ms [2021-11-28 20:02:23 main:574] : INFO : Epoch 1996 | loss: 0.0311424 | val_loss: 0.0311685 | Time: 2252.45 ms [2021-11-28 20:02:26 main:574] : INFO : Epoch 1997 | loss: 0.0311377 | val_loss: 0.0311706 | Time: 2235.43 ms [2021-11-28 20:02:28 main:574] : INFO : Epoch 1998 | loss: 0.0311338 | val_loss: 0.0311695 | Time: 2222.96 ms [2021-11-28 20:02:30 main:574] : INFO : Epoch 1999 | loss: 0.0311352 | val_loss: 0.0311754 | Time: 2213.32 ms [2021-11-28 20:02:32 main:574] : INFO : Epoch 2000 | loss: 0.0311308 | val_loss: 0.0311728 | Time: 2219.17 ms [2021-11-28 20:02:34 main:574] : INFO : Epoch 2001 | loss: 0.0311327 | val_loss: 0.0311774 | Time: 2218.11 ms [2021-11-28 20:02:37 main:574] : INFO : Epoch 2002 | loss: 0.0311325 | val_loss: 0.0311797 | Time: 2224.42 ms [2021-11-28 20:02:39 main:574] : INFO : Epoch 2003 | loss: 0.0311325 | val_loss: 0.031174 | Time: 2235.15 ms [2021-11-28 20:02:41 main:574] : INFO : Epoch 2004 | loss: 0.0311324 | val_loss: 0.0311697 | Time: 2241.19 ms [2021-11-28 20:02:43 main:574] : INFO : Epoch 2005 | loss: 0.0311322 | val_loss: 0.0311723 | Time: 2217.76 ms [2021-11-28 20:02:46 main:574] : INFO : Epoch 2006 | loss: 0.0311332 | val_loss: 0.0311714 | Time: 2228.44 ms [2021-11-28 20:02:48 main:574] : INFO : Epoch 2007 | loss: 0.0311324 | val_loss: 0.0311649 | Time: 2206.37 ms [2021-11-28 20:02:50 main:574] : INFO : Epoch 2008 | loss: 0.0311315 | val_loss: 0.0311711 | Time: 2238.09 ms [2021-11-28 20:02:52 main:574] : INFO : Epoch 2009 | loss: 0.0311281 | val_loss: 0.0311677 | Time: 2236.86 ms [2021-11-28 20:02:55 main:574] : INFO : Epoch 2010 | loss: 0.0311282 | val_loss: 0.0311728 | Time: 2241.13 ms [2021-11-28 20:02:57 main:574] : INFO : Epoch 2011 | loss: 0.0311282 | val_loss: 0.031174 | Time: 2236.81 ms [2021-11-28 20:02:59 main:574] : INFO : Epoch 2012 | loss: 0.0311329 | val_loss: 0.0311688 | Time: 2231.24 ms [2021-11-28 20:03:01 main:574] : INFO : Epoch 2013 | loss: 0.0311308 | val_loss: 0.0311723 | Time: 2239.94 ms [2021-11-28 20:03:03 main:574] : INFO : Epoch 2014 | loss: 0.0311302 | val_loss: 0.0311775 | Time: 2217.46 ms [2021-11-28 20:03:06 main:574] : INFO : Epoch 2015 | loss: 0.031132 | val_loss: 0.0311793 | Time: 2228.76 ms [2021-11-28 20:03:08 main:574] : INFO : Epoch 2016 | loss: 0.0311285 | val_loss: 0.0311797 | Time: 2192.31 ms [2021-11-28 20:03:10 main:574] : INFO : Epoch 2017 | loss: 0.0311255 | val_loss: 0.0311779 | Time: 2247.75 ms [2021-11-28 20:03:12 main:574] : INFO : Epoch 2018 | loss: 0.0311254 | val_loss: 0.0311749 | Time: 2215.62 ms [2021-11-28 20:03:15 main:574] : INFO : Epoch 2019 | loss: 0.0311252 | val_loss: 0.0311764 | Time: 2227.41 ms [2021-11-28 20:03:17 main:574] : INFO : Epoch 2020 | loss: 0.0311276 | val_loss: 0.0311739 | Time: 2221.42 ms [2021-11-28 20:03:19 main:574] : INFO : Epoch 2021 | loss: 0.0311313 | val_loss: 0.0311785 | Time: 2231.6 ms [2021-11-28 20:03:21 main:574] : INFO : Epoch 2022 | loss: 0.0311293 | val_loss: 0.0311741 | Time: 2208.91 ms [2021-11-28 20:03:24 main:574] : INFO : Epoch 2023 | loss: 0.0311262 | val_loss: 0.0311724 | Time: 2228.37 ms [2021-11-28 20:03:26 main:574] : INFO : Epoch 2024 | loss: 0.0311238 | val_loss: 0.0311794 | Time: 2247 ms [2021-11-28 20:03:28 main:574] : INFO : Epoch 2025 | loss: 0.0311325 | val_loss: 0.0311707 | Time: 2229.51 ms [2021-11-28 20:03:30 main:574] : INFO : Epoch 2026 | loss: 0.0311416 | val_loss: 0.0311652 | Time: 2211.99 ms [2021-11-28 20:03:32 main:574] : INFO : Epoch 2027 | loss: 0.0311418 | val_loss: 0.0311673 | Time: 2224.13 ms [2021-11-28 20:03:35 main:574] : INFO : Epoch 2028 | loss: 0.0311433 | val_loss: 0.031164 | Time: 2244.07 ms [2021-11-28 20:03:37 main:574] : INFO : Epoch 2029 | loss: 0.0311389 | val_loss: 0.0311654 | Time: 2232.46 ms [2021-11-28 20:03:39 main:574] : INFO : Epoch 2030 | loss: 0.0311371 | val_loss: 0.0311645 | Time: 2229.55 ms [2021-11-28 20:03:41 main:574] : INFO : Epoch 2031 | loss: 0.0311348 | val_loss: 0.0311675 | Time: 2253.52 ms [2021-11-28 20:03:44 main:574] : INFO : Epoch 2032 | loss: 0.0311366 | val_loss: 0.0311778 | Time: 2226.02 ms [2021-11-28 20:03:46 main:574] : INFO : Epoch 2033 | loss: 0.0311329 | val_loss: 0.0311721 | Time: 2247.15 ms [2021-11-28 20:03:48 main:574] : INFO : Epoch 2034 | loss: 0.0311301 | val_loss: 0.0311774 | Time: 2232.21 ms [2021-11-28 20:03:50 main:574] : INFO : Epoch 2035 | loss: 0.0311301 | val_loss: 0.0311717 | Time: 2215.98 ms [2021-11-28 20:03:53 main:574] : INFO : Epoch 2036 | loss: 0.0311295 | val_loss: 0.0311714 | Time: 2216.83 ms [2021-11-28 20:03:55 main:574] : INFO : Epoch 2037 | loss: 0.0311283 | val_loss: 0.0311713 | Time: 2249.53 ms [2021-11-28 20:03:57 main:574] : INFO : Epoch 2038 | loss: 0.031128 | val_loss: 0.0311702 | Time: 2217.81 ms [2021-11-28 20:03:59 main:574] : INFO : Epoch 2039 | loss: 0.0311288 | val_loss: 0.0311688 | Time: 2240.3 ms [2021-11-28 20:04:02 main:574] : INFO : Epoch 2040 | loss: 0.0311286 | val_loss: 0.0311656 | Time: 2209.96 ms [2021-11-28 20:04:04 main:574] : INFO : Epoch 2041 | loss: 0.0311276 | val_loss: 0.0311763 | Time: 2213.33 ms [2021-11-28 20:04:06 main:574] : INFO : Epoch 2042 | loss: 0.0311279 | val_loss: 0.031172 | Time: 2244.33 ms [2021-11-28 20:04:08 main:574] : INFO : Epoch 2043 | loss: 0.0311285 | val_loss: 0.0311768 | Time: 2211.31 ms [2021-11-28 20:04:10 main:574] : INFO : Epoch 2044 | loss: 0.0311277 | val_loss: 0.0311686 | Time: 2227.28 ms [2021-11-28 20:04:13 main:574] : INFO : Epoch 2045 | loss: 0.0311295 | val_loss: 0.0311758 | Time: 2227.1 ms [2021-11-28 20:04:15 main:574] : INFO : Epoch 2046 | loss: 0.031133 | val_loss: 0.0311708 | Time: 2216.96 ms [2021-11-28 20:04:17 main:574] : INFO : Epoch 2047 | loss: 0.0311335 | val_loss: 0.0311641 | Time: 2238.73 ms [2021-11-28 20:04:19 main:574] : INFO : Epoch 2048 | loss: 0.031141 | val_loss: 0.0311703 | Time: 2215.28 ms [2021-11-28 20:04:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311703 [2021-11-28 20:04:19 main:603] : INFO : Saving end state to config to file [2021-11-28 20:04:19 main:608] : INFO : Success, exiting.. 20:04:19 (1404): 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)