Task 11326516
| Name | ParityModified-1638636002-3331-3-0_2 |
| Workunit | 8131586 |
| Created | 3 Feb 2022, 12:58:26 UTC |
| Sent | 3 Feb 2022, 16:31:52 UTC |
| Report deadline | 11 Feb 2022, 16:31:52 UTC |
| Received | 3 Feb 2022, 23:15:02 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6832 |
| Run time | 50 min 2 sec |
| CPU time | 49 min 34 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,174.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0311515 | val_loss: 0.031187 | Time: 1496.06 ms [2022-02-03 14:52:00 main:574] : INFO : Epoch 1543 | loss: 0.0311489 | val_loss: 0.0311847 | Time: 1523.16 ms [2022-02-03 14:52:01 main:574] : INFO : Epoch 1544 | loss: 0.0311546 | val_loss: 0.0311942 | Time: 1506.83 ms [2022-02-03 14:52:03 main:574] : INFO : Epoch 1545 | loss: 0.0311545 | val_loss: 0.0311875 | Time: 1511.9 ms [2022-02-03 14:52:04 main:574] : INFO : Epoch 1546 | loss: 0.0311538 | val_loss: 0.0311858 | Time: 1500.81 ms [2022-02-03 14:52:06 main:574] : INFO : Epoch 1547 | loss: 0.0311543 | val_loss: 0.0311913 | Time: 1494.65 ms [2022-02-03 14:52:07 main:574] : INFO : Epoch 1548 | loss: 0.0311558 | val_loss: 0.0311846 | Time: 1507.83 ms [2022-02-03 14:52:09 main:574] : INFO : Epoch 1549 | loss: 0.0311491 | val_loss: 0.0311852 | Time: 1517.82 ms [2022-02-03 14:52:10 main:574] : INFO : Epoch 1550 | loss: 0.0311474 | val_loss: 0.0311906 | Time: 1522.89 ms [2022-02-03 14:52:12 main:574] : INFO : Epoch 1551 | loss: 0.0311477 | val_loss: 0.0311841 | Time: 1517.66 ms [2022-02-03 14:52:13 main:574] : INFO : Epoch 1552 | loss: 0.0311492 | val_loss: 0.0311809 | Time: 1513.94 ms [2022-02-03 14:52:15 main:574] : INFO : Epoch 1553 | loss: 0.0311515 | val_loss: 0.0311801 | Time: 1513.38 ms [2022-02-03 14:52:16 main:574] : INFO : Epoch 1554 | loss: 0.0311508 | val_loss: 0.0311849 | Time: 1507.91 ms [2022-02-03 14:52:18 main:574] : INFO : Epoch 1555 | loss: 0.0311504 | val_loss: 0.0311841 | Time: 1507.03 ms [2022-02-03 14:52:19 main:574] : INFO : Epoch 1556 | loss: 0.0311615 | val_loss: 0.0311793 | Time: 1515.58 ms [2022-02-03 14:52:21 main:574] : INFO : Epoch 1557 | loss: 0.0311629 | val_loss: 0.0311771 | Time: 1515.8 ms [2022-02-03 14:52:22 main:574] : INFO : Epoch 1558 | loss: 0.0311609 | val_loss: 0.0311803 | Time: 1512.85 ms [2022-02-03 14:52:24 main:574] : INFO : Epoch 1559 | loss: 0.0311605 | val_loss: 0.0311801 | Time: 1520.08 ms [2022-02-03 14:52:25 main:574] : INFO : Epoch 1560 | loss: 0.0311576 | val_loss: 0.0311789 | Time: 1499.46 ms [2022-02-03 14:52:27 main:574] : INFO : Epoch 1561 | loss: 0.0311574 | val_loss: 0.0311789 | Time: 1510.81 ms [2022-02-03 14:52:28 main:574] : INFO : Epoch 1562 | loss: 0.0311573 | val_loss: 0.0311798 | Time: 1511.33 ms [2022-02-03 14:52:30 main:574] : INFO : Epoch 1563 | loss: 0.0311541 | val_loss: 0.0311818 | Time: 1498.84 ms [2022-02-03 14:52:31 main:574] : INFO : Epoch 1564 | loss: 0.0311527 | val_loss: 0.0311841 | Time: 1510.46 ms [2022-02-03 14:52:33 main:574] : INFO : Epoch 1565 | loss: 0.0311502 | val_loss: 0.0311799 | Time: 1506.89 ms [2022-02-03 14:52:34 main:574] : INFO : Epoch 1566 | loss: 0.0311491 | val_loss: 0.0311813 | Time: 1500.96 ms [2022-02-03 14:52:36 main:574] : INFO : Epoch 1567 | loss: 0.0311496 | val_loss: 0.0311851 | Time: 1499.55 ms [2022-02-03 14:52:37 main:574] : INFO : Epoch 1568 | loss: 0.0311541 | val_loss: 0.0311906 | Time: 1514.08 ms [2022-02-03 14:52:39 main:574] : INFO : Epoch 1569 | loss: 0.0311511 | val_loss: 0.0311889 | Time: 1507.13 ms [2022-02-03 14:52:40 main:574] : INFO : Epoch 1570 | loss: 0.0311491 | val_loss: 0.0311824 | Time: 1511.27 ms [2022-02-03 14:52:42 main:574] : INFO : Epoch 1571 | loss: 0.0311575 | val_loss: 0.0311802 | Time: 1509.34 ms [2022-02-03 14:52:43 main:574] : INFO : Epoch 1572 | loss: 0.0311552 | val_loss: 0.0311844 | Time: 1513.82 ms [2022-02-03 14:52:45 main:574] : INFO : Epoch 1573 | loss: 0.0311517 | val_loss: 0.0311844 | Time: 1496.57 ms [2022-02-03 14:52:46 main:574] : INFO : Epoch 1574 | loss: 0.0311491 | val_loss: 0.0311851 | Time: 1500.66 ms [2022-02-03 14:52:48 main:574] : INFO : Epoch 1575 | loss: 0.0311461 | val_loss: 0.0311828 | Time: 1504.99 ms [2022-02-03 14:52:49 main:574] : INFO : Epoch 1576 | loss: 0.0311474 | val_loss: 0.0311875 | Time: 1509.04 ms [2022-02-03 14:52:51 main:574] : INFO : Epoch 1577 | loss: 0.0311469 | val_loss: 0.0311804 | Time: 1513.01 ms [2022-02-03 14:52:53 main:574] : INFO : Epoch 1578 | loss: 0.0311486 | val_loss: 0.0311856 | Time: 1511.21 ms [2022-02-03 14:52:54 main:574] : INFO : Epoch 1579 | loss: 0.0311465 | val_loss: 0.0311855 | Time: 1509.94 ms [2022-02-03 14:52:56 main:574] : INFO : Epoch 1580 | loss: 0.0311459 | val_loss: 0.0311815 | Time: 1509.07 ms [2022-02-03 14:52:57 main:574] : INFO : Epoch 1581 | loss: 0.0311457 | val_loss: 0.0311836 | Time: 1497.69 ms [2022-02-03 14:52:59 main:574] : INFO : Epoch 1582 | loss: 0.031146 | val_loss: 0.0311911 | Time: 1508.23 ms [2022-02-03 14:53:00 main:574] : INFO : Epoch 1583 | loss: 0.0311446 | val_loss: 0.0311819 | Time: 1515.81 ms [2022-02-03 14:53:02 main:574] : INFO : Epoch 1584 | loss: 0.0311428 | val_loss: 0.031183 | Time: 1514.35 ms [2022-02-03 14:53:03 main:574] : INFO : Epoch 1585 | loss: 0.0311427 | val_loss: 0.0311842 | Time: 1519.29 ms [2022-02-03 14:53:05 main:574] : INFO : Epoch 1586 | loss: 0.0311426 | val_loss: 0.03119 | Time: 1525.81 ms [2022-02-03 14:53:06 main:574] : INFO : Epoch 1587 | loss: 0.0311467 | val_loss: 0.0311884 | Time: 1519.72 ms [2022-02-03 14:53:08 main:574] : INFO : Epoch 1588 | loss: 0.0311497 | val_loss: 0.0311865 | Time: 1512.49 ms [2022-02-03 14:53:09 main:574] : INFO : Epoch 1589 | loss: 0.0311477 | val_loss: 0.0311865 | Time: 1521.46 ms [2022-02-03 14:53:11 main:574] : INFO : Epoch 1590 | loss: 0.0311465 | val_loss: 0.0311908 | Time: 1509.83 ms [2022-02-03 14:53:12 main:574] : INFO : Epoch 1591 | loss: 0.0311495 | val_loss: 0.0311855 | Time: 1509.97 ms [2022-02-03 14:53:14 main:574] : INFO : Epoch 1592 | loss: 0.0311524 | val_loss: 0.0311886 | Time: 1517.87 ms [2022-02-03 14:53:15 main:574] : INFO : Epoch 1593 | loss: 0.031162 | val_loss: 0.031197 | Time: 1503.59 ms [2022-02-03 14:53:17 main:574] : INFO : Epoch 1594 | loss: 0.0311575 | val_loss: 0.0312039 | Time: 1512.86 ms [2022-02-03 14:53:18 main:574] : INFO : Epoch 1595 | loss: 0.0311495 | val_loss: 0.0311956 | Time: 1491.7 ms [2022-02-03 14:53:20 main:574] : INFO : Epoch 1596 | loss: 0.0311475 | val_loss: 0.0311827 | Time: 1503.09 ms [2022-02-03 14:53:21 main:574] : INFO : Epoch 1597 | loss: 0.0311478 | val_loss: 0.0311849 | Time: 1510.04 ms [2022-02-03 14:53:23 main:574] : INFO : Epoch 1598 | loss: 0.0311473 | val_loss: 0.0311824 | Time: 1510.22 ms [2022-02-03 14:53:24 main:574] : INFO : Epoch 1599 | loss: 0.0311467 | val_loss: 0.0311904 | Time: 1504.64 ms [2022-02-03 14:53:26 main:574] : INFO : Epoch 1600 | loss: 0.0311434 | val_loss: 0.0311887 | Time: 1516.7 ms [2022-02-03 14:53:27 main:574] : INFO : Epoch 1601 | loss: 0.0311438 | val_loss: 0.0311928 | Time: 1511.05 ms [2022-02-03 14:53:29 main:574] : INFO : Epoch 1602 | loss: 0.0311468 | val_loss: 0.031191 | Time: 1509.7 ms [2022-02-03 14:53:30 main:574] : INFO : Epoch 1603 | loss: 0.0311447 | val_loss: 0.0311893 | Time: 1511.03 ms [2022-02-03 14:53:32 main:574] : INFO : Epoch 1604 | loss: 0.0311457 | val_loss: 0.0311923 | Time: 1507.29 ms [2022-02-03 14:53:33 main:574] : INFO : Epoch 1605 | loss: 0.0311467 | val_loss: 0.0311936 | Time: 1513.89 ms [2022-02-03 14:53:35 main:574] : INFO : Epoch 1606 | loss: 0.0311429 | val_loss: 0.0311867 | Time: 1506.05 ms [2022-02-03 14:53:37 main:574] : INFO : Epoch 1607 | loss: 0.0311422 | val_loss: 0.0311904 | Time: 1507.23 ms [2022-02-03 14:53:38 main:574] : INFO : Epoch 1608 | loss: 0.03114 | val_loss: 0.0311934 | Time: 1502.76 ms [2022-02-03 14:53:40 main:574] : INFO : Epoch 1609 | loss: 0.0311431 | val_loss: 0.0311852 | Time: 1510.4 ms [2022-02-03 14:53:41 main:574] : INFO : Epoch 1610 | loss: 0.031149 | val_loss: 0.0311869 | Time: 1504.14 ms [2022-02-03 14:53:43 main:574] : INFO : Epoch 1611 | loss: 0.0311484 | val_loss: 0.0311929 | Time: 1499.15 ms [2022-02-03 14:53:44 main:574] : INFO : Epoch 1612 | loss: 0.0311482 | val_loss: 0.0311926 | Time: 1513.92 ms [2022-02-03 14:53:46 main:574] : INFO : Epoch 1613 | loss: 0.0311482 | val_loss: 0.0311865 | Time: 1516.69 ms [2022-02-03 14:53:47 main:574] : INFO : Epoch 1614 | loss: 0.0311495 | val_loss: 0.0311977 | Time: 1500.21 ms [2022-02-03 14:53:49 main:574] : INFO : Epoch 1615 | loss: 0.0311497 | val_loss: 0.0311972 | Time: 1510.37 ms [2022-02-03 14:53:50 main:574] : INFO : Epoch 1616 | loss: 0.0311501 | val_loss: 0.0311939 | Time: 1509.65 ms [2022-02-03 14:53:52 main:574] : INFO : Epoch 1617 | loss: 0.031146 | val_loss: 0.0311827 | Time: 1512.82 ms [2022-02-03 14:53:53 main:574] : INFO : Epoch 1618 | loss: 0.031144 | val_loss: 0.0311827 | Time: 1522.85 ms [2022-02-03 14:53:55 main:574] : INFO : Epoch 1619 | loss: 0.0311453 | val_loss: 0.0312046 | Time: 1501.61 ms [2022-02-03 14:53:56 main:574] : INFO : Epoch 1620 | loss: 0.0311445 | val_loss: 0.0311857 | Time: 1513.93 ms [2022-02-03 14:53:58 main:574] : INFO : Epoch 1621 | loss: 0.0311468 | val_loss: 0.0311855 | Time: 1507.74 ms [2022-02-03 14:53:59 main:574] : INFO : Epoch 1622 | loss: 0.0311478 | val_loss: 0.031192 | Time: 1502.19 ms [2022-02-03 14:54:01 main:574] : INFO : Epoch 1623 | loss: 0.0311451 | val_loss: 0.0311823 | Time: 1513.05 ms [2022-02-03 14:54:02 main:574] : INFO : Epoch 1624 | loss: 0.0311456 | val_loss: 0.0311829 | Time: 1505.6 ms [2022-02-03 14:54:04 main:574] : INFO : Epoch 1625 | loss: 0.0311427 | val_loss: 0.0311854 | Time: 1512.85 ms [2022-02-03 14:54:05 main:574] : INFO : Epoch 1626 | loss: 0.0311443 | val_loss: 0.0311846 | Time: 1524.23 ms [2022-02-03 14:54:07 main:574] : INFO : Epoch 1627 | loss: 0.0311466 | val_loss: 0.0311847 | Time: 1505.06 ms [2022-02-03 14:54:08 main:574] : INFO : Epoch 1628 | loss: 0.0311444 | val_loss: 0.0311797 | Time: 1511.12 ms [2022-02-03 14:54:10 main:574] : INFO : Epoch 1629 | loss: 0.0311448 | val_loss: 0.0311831 | Time: 1518.59 ms [2022-02-03 14:54:11 main:574] : INFO : Epoch 1630 | loss: 0.0311457 | val_loss: 0.0311825 | Time: 1518.69 ms [2022-02-03 14:54:13 main:574] : INFO : Epoch 1631 | loss: 0.0311456 | val_loss: 0.0311864 | Time: 1508.1 ms [2022-02-03 14:54:14 main:574] : INFO : Epoch 1632 | loss: 0.0311457 | val_loss: 0.0311867 | Time: 1501.04 ms [2022-02-03 14:54:16 main:574] : INFO : Epoch 1633 | loss: 0.0311442 | val_loss: 0.0311825 | Time: 1508.14 ms [2022-02-03 14:54:17 main:574] : INFO : Epoch 1634 | loss: 0.0311418 | val_loss: 0.0311844 | Time: 1494.74 ms [2022-02-03 14:54:19 main:574] : INFO : Epoch 1635 | loss: 0.0311429 | val_loss: 0.0311912 | Time: 1509.88 ms [2022-02-03 14:54:20 main:574] : INFO : Epoch 1636 | loss: 0.0311433 | val_loss: 0.03119 | Time: 1505.85 ms [2022-02-03 14:54:22 main:574] : INFO : Epoch 1637 | loss: 0.0311424 | val_loss: 0.0311857 | Time: 1509.43 ms [2022-02-03 14:54:23 main:574] : INFO : Epoch 1638 | loss: 0.0311458 | val_loss: 0.0311847 | Time: 1500.18 ms [2022-02-03 14:54:25 main:574] : INFO : Epoch 1639 | loss: 0.0311522 | val_loss: 0.0311864 | Time: 1505.26 ms [2022-02-03 14:54:26 main:574] : INFO : Epoch 1640 | loss: 0.0311501 | val_loss: 0.0311859 | Time: 1506.56 ms [2022-02-03 14:54:28 main:574] : INFO : Epoch 1641 | loss: 0.0311453 | val_loss: 0.031194 | Time: 1495.09 ms [2022-02-03 14:54:29 main:574] : INFO : Epoch 1642 | loss: 0.0311428 | val_loss: 0.0311875 | Time: 1499.59 ms [2022-02-03 14:54:31 main:574] : INFO : Epoch 1643 | loss: 0.0311462 | val_loss: 0.0311792 | Time: 1508.34 ms [2022-02-03 14:54:32 main:574] : INFO : Epoch 1644 | loss: 0.0311429 | val_loss: 0.0311855 | Time: 1513.25 ms [2022-02-03 14:54:34 main:574] : INFO : Epoch 1645 | loss: 0.0311436 | val_loss: 0.0311849 | Time: 1504.26 ms [2022-02-03 14:54:35 main:574] : INFO : Epoch 1646 | loss: 0.0311442 | val_loss: 0.0311826 | Time: 1518.37 ms [2022-02-03 14:54:37 main:574] : INFO : Epoch 1647 | loss: 0.0311531 | val_loss: 0.031178 | Time: 1516.18 ms [2022-02-03 14:54:39 main:574] : INFO : Epoch 1648 | loss: 0.0311508 | val_loss: 0.0311854 | Time: 1505.8 ms [2022-02-03 14:54:40 main:574] : INFO : Epoch 1649 | loss: 0.0311499 | val_loss: 0.0311906 | Time: 1519.52 ms [2022-02-03 14:54:42 main:574] : INFO : Epoch 1650 | loss: 0.031148 | val_loss: 0.0311868 | Time: 1512.08 ms [2022-02-03 14:54:43 main:574] : INFO : Epoch 1651 | loss: 0.0311472 | val_loss: 0.0311829 | Time: 1503.61 ms [2022-02-03 14:54:45 main:574] : INFO : Epoch 1652 | loss: 0.0311468 | val_loss: 0.0311856 | Time: 1513.85 ms [2022-02-03 14:54:46 main:574] : INFO : Epoch 1653 | loss: 0.0311447 | val_loss: 0.0311853 | Time: 1496.59 ms [2022-02-03 14:54:48 main:574] : INFO : Epoch 1654 | loss: 0.0311422 | val_loss: 0.0311889 | Time: 1513.12 ms [2022-02-03 14:54:49 main:574] : INFO : Epoch 1655 | loss: 0.0311403 | val_loss: 0.0311891 | Time: 1502.57 ms [2022-02-03 14:54:51 main:574] : INFO : Epoch 1656 | loss: 0.0311452 | val_loss: 0.0311907 | Time: 1499.66 ms [2022-02-03 14:54:52 main:574] : INFO : Epoch 1657 | loss: 0.0311519 | val_loss: 0.0311888 | Time: 1506.82 ms [2022-02-03 14:54:54 main:574] : INFO : Epoch 1658 | loss: 0.0311465 | val_loss: 0.0311912 | Time: 1506.36 ms [2022-02-03 14:54:55 main:574] : INFO : Epoch 1659 | loss: 0.0311444 | val_loss: 0.03119 | Time: 1514.87 ms [2022-02-03 14:54:57 main:574] : INFO : Epoch 1660 | loss: 0.0311424 | val_loss: 0.0311939 | Time: 1525.9 ms [2022-02-03 14:54:58 main:574] : INFO : Epoch 1661 | loss: 0.0311402 | val_loss: 0.0311854 | Time: 1498.35 ms [2022-02-03 14:55:00 main:574] : INFO : Epoch 1662 | loss: 0.0311421 | val_loss: 0.0311991 | Time: 1498.81 ms [2022-02-03 14:55:01 main:574] : INFO : Epoch 1663 | loss: 0.0311444 | val_loss: 0.0311899 | Time: 1513.99 ms [2022-02-03 14:55:03 main:574] : INFO : Epoch 1664 | loss: 0.0311399 | val_loss: 0.0311894 | Time: 1505.26 ms [2022-02-03 14:55:04 main:574] : INFO : Epoch 1665 | loss: 0.031148 | val_loss: 0.0311844 | Time: 1501.25 ms [2022-02-03 14:55:06 main:574] : INFO : Epoch 1666 | loss: 0.031152 | val_loss: 0.031185 | Time: 1510.16 ms [2022-02-03 14:55:07 main:574] : INFO : Epoch 1667 | loss: 0.0311484 | val_loss: 0.031182 | Time: 1507.9 ms [2022-02-03 14:55:09 main:574] : INFO : Epoch 1668 | loss: 0.0311447 | val_loss: 0.0311858 | Time: 1512.89 ms [2022-02-03 14:55:10 main:574] : INFO : Epoch 1669 | loss: 0.0311447 | val_loss: 0.0311839 | Time: 1501.01 ms [2022-02-03 14:55:12 main:574] : INFO : Epoch 1670 | loss: 0.0311439 | val_loss: 0.0311969 | Time: 1516.8 ms [2022-02-03 14:55:13 main:574] : INFO : Epoch 1671 | loss: 0.0311474 | val_loss: 0.0311859 | Time: 1516.76 ms [2022-02-03 14:55:15 main:574] : INFO : Epoch 1672 | loss: 0.0311455 | val_loss: 0.0311834 | Time: 1514.65 ms [2022-02-03 14:55:16 main:574] : INFO : Epoch 1673 | loss: 0.0311529 | val_loss: 0.0311767 | Time: 1520.85 ms [2022-02-03 14:55:18 main:574] : INFO : Epoch 1674 | loss: 0.031158 | val_loss: 0.0311779 | Time: 1506.8 ms [2022-02-03 14:55:19 main:574] : INFO : Epoch 1675 | loss: 0.0311557 | val_loss: 0.031177 | Time: 1504.46 ms [2022-02-03 14:55:21 main:574] : INFO : Epoch 1676 | loss: 0.031153 | val_loss: 0.0311789 | Time: 1507.27 ms [2022-02-03 14:55:22 main:574] : INFO : Epoch 1677 | loss: 0.0311559 | val_loss: 0.0311939 | Time: 1513.72 ms [2022-02-03 14:55:24 main:574] : INFO : Epoch 1678 | loss: 0.0311503 | val_loss: 0.0311844 | Time: 1506.99 ms [2022-02-03 14:55:25 main:574] : INFO : Epoch 1679 | loss: 0.0311494 | val_loss: 0.0311824 | Time: 1506.01 ms [2022-02-03 14:55:27 main:574] : INFO : Epoch 1680 | loss: 0.0311474 | val_loss: 0.0311887 | Time: 1507.75 ms [2022-02-03 14:55:28 main:574] : INFO : Epoch 1681 | loss: 0.0311486 | val_loss: 0.0311919 | Time: 1499.07 ms [2022-02-03 14:55:30 main:574] : INFO : Epoch 1682 | loss: 0.0311472 | val_loss: 0.0311811 | Time: 1499.68 ms [2022-02-03 14:55:31 main:574] : INFO : Epoch 1683 | loss: 0.031147 | val_loss: 0.0311849 | Time: 1502.47 ms [2022-02-03 14:55:33 main:574] : INFO : Epoch 1684 | loss: 0.0311463 | val_loss: 0.0311854 | Time: 1504.65 ms [2022-02-03 14:55:35 main:574] : INFO : Epoch 1685 | loss: 0.0311448 | val_loss: 0.0311839 | Time: 1503.39 ms [2022-02-03 14:55:36 main:574] : INFO : Epoch 1686 | loss: 0.0311458 | val_loss: 0.0311917 | Time: 1518.99 ms [2022-02-03 14:55:38 main:574] : INFO : Epoch 1687 | loss: 0.0311462 | val_loss: 0.0311883 | Time: 1515.85 ms [2022-02-03 14:55:39 main:574] : INFO : Epoch 1688 | loss: 0.031143 | val_loss: 0.0311906 | Time: 1506.66 ms [2022-02-03 14:55:41 main:574] : INFO : Epoch 1689 | loss: 0.0311427 | val_loss: 0.0311824 | Time: 1511.26 ms [2022-02-03 14:55:42 main:574] : INFO : Epoch 1690 | loss: 0.0311464 | val_loss: 0.0311877 | Time: 1514.23 ms [2022-02-03 14:55:44 main:574] : INFO : Epoch 1691 | loss: 0.0311471 | val_loss: 0.0311838 | Time: 1517.68 ms [2022-02-03 14:55:45 main:574] : INFO : Epoch 1692 | loss: 0.0311451 | val_loss: 0.0311809 | Time: 1511.17 ms [2022-02-03 14:55:47 main:574] : INFO : Epoch 1693 | loss: 0.0311434 | val_loss: 0.0311831 | Time: 1509.95 ms [2022-02-03 14:55:48 main:574] : INFO : Epoch 1694 | loss: 0.0311442 | val_loss: 0.0311819 | Time: 1506.12 ms [2022-02-03 14:55:50 main:574] : INFO : Epoch 1695 | loss: 0.0311426 | val_loss: 0.0311788 | Time: 1504.05 ms [2022-02-03 14:55:51 main:574] : INFO : Epoch 1696 | loss: 0.0311467 | val_loss: 0.0311789 | Time: 1517.43 ms [2022-02-03 14:55:53 main:574] : INFO : Epoch 1697 | loss: 0.0311498 | val_loss: 0.0311869 | Time: 1504.47 ms [2022-02-03 14:55:54 main:574] : INFO : Epoch 1698 | loss: 0.0311687 | val_loss: 0.0311837 | Time: 1494.72 ms [2022-02-03 14:55:56 main:574] : INFO : Epoch 1699 | loss: 0.0311659 | val_loss: 0.0311782 | Time: 1518.81 ms [2022-02-03 14:55:57 main:574] : INFO : Epoch 1700 | loss: 0.0311629 | val_loss: 0.031183 | Time: 1506.85 ms [2022-02-03 14:55:59 main:574] : INFO : Epoch 1701 | loss: 0.031162 | val_loss: 0.03119 | Time: 1512.55 ms [2022-02-03 14:56:00 main:574] : INFO : Epoch 1702 | loss: 0.031155 | val_loss: 0.0311831 | Time: 1501.52 ms [2022-02-03 14:56:02 main:574] : INFO : Epoch 1703 | loss: 0.0311529 | val_loss: 0.0311821 | Time: 1501.53 ms [2022-02-03 14:56:03 main:574] : INFO : Epoch 1704 | loss: 0.0311503 | val_loss: 0.0311924 | Time: 1513.03 ms [2022-02-03 14:56:05 main:574] : INFO : Epoch 1705 | loss: 0.0311503 | val_loss: 0.0311905 | Time: 1514.02 ms [2022-02-03 14:56:06 main:574] : INFO : Epoch 1706 | loss: 0.0311489 | val_loss: 0.0311793 | Time: 1510.93 ms [2022-02-03 14:56:08 main:574] : INFO : Epoch 1707 | loss: 0.0311482 | val_loss: 0.0311847 | Time: 1499.03 ms [2022-02-03 14:56:09 main:574] : INFO : Epoch 1708 | loss: 0.0311463 | val_loss: 0.0311845 | Time: 1509.64 ms [2022-02-03 14:56:11 main:574] : INFO : Epoch 1709 | loss: 0.0311479 | val_loss: 0.0311898 | Time: 1513.04 ms [2022-02-03 14:56:12 main:574] : INFO : Epoch 1710 | loss: 0.0311433 | val_loss: 0.0311854 | Time: 1516.42 ms [2022-02-03 14:56:14 main:574] : INFO : Epoch 1711 | loss: 0.0311451 | val_loss: 0.0311867 | Time: 1509.5 ms [2022-02-03 14:56:15 main:574] : INFO : Epoch 1712 | loss: 0.031148 | val_loss: 0.0311868 | Time: 1516.61 ms [2022-02-03 14:56:17 main:574] : INFO : Epoch 1713 | loss: 0.0311453 | val_loss: 0.031185 | Time: 1521.46 ms [2022-02-03 14:56:18 main:574] : INFO : Epoch 1714 | loss: 0.0311443 | val_loss: 0.0311905 | Time: 1522.99 ms [2022-02-03 14:56:20 main:574] : INFO : Epoch 1715 | loss: 0.0311455 | val_loss: 0.0311889 | Time: 1514.5 ms [2022-02-03 14:56:21 main:574] : INFO : Epoch 1716 | loss: 0.0311462 | val_loss: 0.0311904 | Time: 1506.91 ms [2022-02-03 14:56:23 main:574] : INFO : Epoch 1717 | loss: 0.0311479 | val_loss: 0.0311859 | Time: 1484.19 ms [2022-02-03 14:56:24 main:574] : INFO : Epoch 1718 | loss: 0.0311448 | val_loss: 0.0311929 | Time: 1488.47 ms [2022-02-03 14:56:26 main:574] : INFO : Epoch 1719 | loss: 0.031146 | val_loss: 0.0311918 | Time: 1487.28 ms [2022-02-03 14:56:27 main:574] : INFO : Epoch 1720 | loss: 0.0311601 | val_loss: 0.0311849 | Time: 1490.54 ms [2022-02-03 14:56:29 main:574] : INFO : Epoch 1721 | loss: 0.0311774 | val_loss: 0.0311846 | Time: 1511.61 ms [2022-02-03 14:56:30 main:574] : INFO : Epoch 1722 | loss: 0.0311735 | val_loss: 0.0311879 | Time: 1505.85 ms [2022-02-03 14:56:32 main:574] : INFO : Epoch 1723 | loss: 0.0311686 | val_loss: 0.0311827 | Time: 1495.93 ms [2022-02-03 14:56:34 main:574] : INFO : Epoch 1724 | loss: 0.0311642 | val_loss: 0.031187 | Time: 1557.86 ms [2022-02-03 14:56:35 main:574] : INFO : Epoch 1725 | loss: 0.031164 | val_loss: 0.0311823 | Time: 1560.5 ms [2022-02-03 14:56:37 main:574] : INFO : Epoch 1726 | loss: 0.031161 | val_loss: 0.0311864 | Time: 1501.11 ms [2022-02-03 14:56:38 main:574] : INFO : Epoch 1727 | loss: 0.0311621 | val_loss: 0.0311857 | Time: 1510.75 ms [2022-02-03 14:56:40 main:574] : INFO : Epoch 1728 | loss: 0.0311612 | val_loss: 0.0311907 | Time: 1515.77 ms [2022-02-03 14:56:41 main:574] : INFO : Epoch 1729 | loss: 0.0311595 | val_loss: 0.0311882 | Time: 1509.14 ms [2022-02-03 14:56:43 main:574] : INFO : Epoch 1730 | loss: 0.0311544 | val_loss: 0.0311932 | Time: 1501.86 ms [2022-02-03 14:56:44 main:574] : INFO : Epoch 1731 | loss: 0.0311537 | val_loss: 0.0311909 | Time: 1511.95 ms [2022-02-03 14:56:46 main:574] : INFO : Epoch 1732 | loss: 0.0311579 | val_loss: 0.0311963 | Time: 1505.77 ms [2022-02-03 14:56:47 main:574] : INFO : Epoch 1733 | loss: 0.0311564 | val_loss: 0.0311868 | Time: 1519.31 ms [2022-02-03 14:56:49 main:574] : INFO : Epoch 1734 | loss: 0.0311549 | val_loss: 0.0311831 | Time: 1512.32 ms [2022-02-03 14:56:50 main:574] : INFO : Epoch 1735 | loss: 0.0311524 | val_loss: 0.0311903 | Time: 1508.49 ms [2022-02-03 14:56:52 main:574] : INFO : Epoch 1736 | loss: 0.0311542 | val_loss: 0.0311858 | Time: 1507.22 ms [2022-02-03 14:56:53 main:574] : INFO : Epoch 1737 | loss: 0.0311511 | val_loss: 0.031191 | Time: 1498.77 ms [2022-02-03 14:56:55 main:574] : INFO : Epoch 1738 | loss: 0.0311531 | val_loss: 0.0311885 | Time: 1496.62 ms [2022-02-03 14:56:56 main:574] : INFO : Epoch 1739 | loss: 0.0311607 | val_loss: 0.0311977 | Time: 1504.62 ms [2022-02-03 14:56:58 main:574] : INFO : Epoch 1740 | loss: 0.0312137 | val_loss: 0.032483 | Time: 1510.64 ms [2022-02-03 14:56:59 main:574] : INFO : Epoch 1741 | loss: 0.0503762 | val_loss: 0.0335582 | Time: 1506.77 ms [2022-02-03 14:57:01 main:574] : INFO : Epoch 1742 | loss: 0.03449 | val_loss: 0.0343319 | Time: 1502.9 ms [2022-02-03 14:57:02 main:574] : INFO : Epoch 1743 | loss: 0.031894 | val_loss: 0.0314172 | Time: 1505.63 ms [2022-02-03 14:57:04 main:574] : INFO : Epoch 1744 | loss: 0.0313191 | val_loss: 0.0312693 | Time: 1509.5 ms [2022-02-03 14:57:05 main:574] : INFO : Epoch 1745 | loss: 0.0312558 | val_loss: 0.0312467 | Time: 1507.52 ms [2022-02-03 14:57:07 main:574] : INFO : Epoch 1746 | loss: 0.0312386 | val_loss: 0.0312318 | Time: 1500.82 ms [2022-02-03 14:57:09 main:574] : INFO : Epoch 1747 | loss: 0.0312268 | val_loss: 0.0312202 | Time: 1506.15 ms [2022-02-03 14:57:10 main:574] : INFO : Epoch 1748 | loss: 0.0312162 | val_loss: 0.0312124 | Time: 1516.79 ms [2022-02-03 14:57:12 main:574] : INFO : Epoch 1749 | loss: 0.0312068 | val_loss: 0.0311999 | Time: 1508.26 ms [2022-02-03 14:57:13 main:574] : INFO : Epoch 1750 | loss: 0.0311971 | val_loss: 0.0311927 | Time: 1502.67 ms [2022-02-03 14:57:15 main:574] : INFO : Epoch 1751 | loss: 0.0311913 | val_loss: 0.0311881 | Time: 1508.1 ms [2022-02-03 14:57:16 main:574] : INFO : Epoch 1752 | loss: 0.0311883 | val_loss: 0.0311864 | Time: 1499.15 ms [2022-02-03 14:57:18 main:574] : INFO : Epoch 1753 | loss: 0.0311861 | val_loss: 0.0311858 | Time: 1511.36 ms [2022-02-03 14:57:19 main:574] : INFO : Epoch 1754 | loss: 0.0311853 | val_loss: 0.0311844 | Time: 1509.6 ms [2022-02-03 14:57:21 main:574] : INFO : Epoch 1755 | loss: 0.0311834 | val_loss: 0.031185 | Time: 1520.7 ms [2022-02-03 14:57:22 main:574] : INFO : Epoch 1756 | loss: 0.0311829 | val_loss: 0.031182 | Time: 1513.43 ms [2022-02-03 14:57:24 main:574] : INFO : Epoch 1757 | loss: 0.031182 | val_loss: 0.0311825 | Time: 1499.27 ms [2022-02-03 14:57:25 main:574] : INFO : Epoch 1758 | loss: 0.0311811 | val_loss: 0.0311815 | Time: 1512.77 ms [2022-02-03 14:57:27 main:574] : INFO : Epoch 1759 | loss: 0.0311803 | val_loss: 0.0311832 | Time: 1521.29 ms [2022-02-03 14:57:28 main:574] : INFO : Epoch 1760 | loss: 0.0311791 | val_loss: 0.0311812 | Time: 1505.02 ms [2022-02-03 14:57:30 main:574] : INFO : Epoch 1761 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 1515.34 ms [2022-02-03 14:57:31 main:574] : INFO : Epoch 1762 | loss: 0.0311786 | val_loss: 0.0311809 | Time: 1511.53 ms [2022-02-03 14:57:33 main:574] : INFO : Epoch 1763 | loss: 0.0311771 | val_loss: 0.0311809 | Time: 1507.92 ms [2022-02-03 14:57:34 main:574] : INFO : Epoch 1764 | loss: 0.0311768 | val_loss: 0.0311813 | Time: 1512.21 ms [2022-02-03 14:57:36 main:574] : INFO : Epoch 1765 | loss: 0.0311761 | val_loss: 0.0311808 | Time: 1506.37 ms [2022-02-03 14:57:37 main:574] : INFO : Epoch 1766 | loss: 0.0311755 | val_loss: 0.0311803 | Time: 1511.97 ms [2022-02-03 14:57:39 main:574] : INFO : Epoch 1767 | loss: 0.0311756 | val_loss: 0.0311816 | Time: 1502.84 ms [2022-02-03 14:57:41 main:574] : INFO : Epoch 1768 | loss: 0.0311753 | val_loss: 0.031181 | Time: 1520.71 ms [2022-02-03 14:57:42 main:574] : INFO : Epoch 1769 | loss: 0.0311755 | val_loss: 0.0311811 | Time: 1515.34 ms [2022-02-03 14:57:44 main:574] : INFO : Epoch 1770 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 1507.16 ms [2022-02-03 14:57:45 main:574] : INFO : Epoch 1771 | loss: 0.0311735 | val_loss: 0.0311798 | Time: 1504.31 ms [2022-02-03 14:57:47 main:574] : INFO : Epoch 1772 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 1504.74 ms [2022-02-03 14:57:48 main:574] : INFO : Epoch 1773 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 1503.27 ms [2022-02-03 14:57:50 main:574] : INFO : Epoch 1774 | loss: 0.031173 | val_loss: 0.0311805 | Time: 1508.43 ms [2022-02-03 14:57:51 main:574] : INFO : Epoch 1775 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 1500.64 ms [2022-02-03 14:57:53 main:574] : INFO : Epoch 1776 | loss: 0.0311724 | val_loss: 0.0311792 | Time: 1506.29 ms [2022-02-03 14:57:54 main:574] : INFO : Epoch 1777 | loss: 0.0311716 | val_loss: 0.03118 | Time: 1511.73 ms [2022-02-03 14:57:56 main:574] : INFO : Epoch 1778 | loss: 0.0311714 | val_loss: 0.0311797 | Time: 1503.88 ms [2022-02-03 14:57:57 main:574] : INFO : Epoch 1779 | loss: 0.0311711 | val_loss: 0.0311799 | Time: 1501.16 ms [2022-02-03 14:57:59 main:574] : INFO : Epoch 1780 | loss: 0.0311717 | val_loss: 0.0311792 | Time: 1503.38 ms [2022-02-03 14:58:00 main:574] : INFO : Epoch 1781 | loss: 0.0311725 | val_loss: 0.0311826 | Time: 1516.19 ms [2022-02-03 14:58:02 main:574] : INFO : Epoch 1782 | loss: 0.0311724 | val_loss: 0.0311829 | Time: 1509.17 ms [2022-02-03 14:58:03 main:574] : INFO : Epoch 1783 | loss: 0.0311728 | val_loss: 0.0311808 | Time: 1505.89 ms [2022-02-03 14:58:05 main:574] : INFO : Epoch 1784 | loss: 0.0311721 | val_loss: 0.0311788 | Time: 1517.22 ms [2022-02-03 14:58:06 main:574] : INFO : Epoch 1785 | loss: 0.0311702 | val_loss: 0.0311786 | Time: 1509.42 ms [2022-02-03 14:58:08 main:574] : INFO : Epoch 1786 | loss: 0.0311697 | val_loss: 0.0311792 | Time: 1508.71 ms [2022-02-03 14:58:09 main:574] : INFO : Epoch 1787 | loss: 0.0311693 | val_loss: 0.031178 | Time: 1499.53 ms [2022-02-03 14:58:11 main:574] : INFO : Epoch 1788 | loss: 0.0311689 | val_loss: 0.0311782 | Time: 1504.57 ms [2022-02-03 14:58:12 main:574] : INFO : Epoch 1789 | loss: 0.0311679 | val_loss: 0.0311792 | Time: 1511.55 ms [2022-02-03 14:58:14 main:574] : INFO : Epoch 1790 | loss: 0.0311679 | val_loss: 0.031179 | Time: 1517.81 ms [2022-02-03 14:58:15 main:574] : INFO : Epoch 1791 | loss: 0.0311676 | val_loss: 0.0311786 | Time: 1502.02 ms [2022-02-03 14:58:17 main:574] : INFO : Epoch 1792 | loss: 0.0311679 | val_loss: 0.0311789 | Time: 1507.94 ms [2022-02-03 14:58:18 main:574] : INFO : Epoch 1793 | loss: 0.0311682 | val_loss: 0.0311784 | Time: 1506.96 ms [2022-02-03 14:58:20 main:574] : INFO : Epoch 1794 | loss: 0.0311666 | val_loss: 0.0311799 | Time: 1512.01 ms [2022-02-03 14:58:21 main:574] : INFO : Epoch 1795 | loss: 0.0311663 | val_loss: 0.0311797 | Time: 1517.34 ms [2022-02-03 14:58:23 main:574] : INFO : Epoch 1796 | loss: 0.0311664 | val_loss: 0.0311797 | Time: 1516.05 ms [2022-02-03 14:58:24 main:574] : INFO : Epoch 1797 | loss: 0.0311661 | val_loss: 0.0311802 | Time: 1521.02 ms [2022-02-03 14:58:26 main:574] : INFO : Epoch 1798 | loss: 0.031167 | val_loss: 0.0311788 | Time: 1499.63 ms [2022-02-03 14:58:28 main:574] : INFO : Epoch 1799 | loss: 0.0311671 | val_loss: 0.0311786 | Time: 1517.01 ms [2022-02-03 14:58:29 main:574] : INFO : Epoch 1800 | loss: 0.0311654 | val_loss: 0.0311806 | Time: 1507.99 ms [2022-02-03 14:58:31 main:574] : INFO : Epoch 1801 | loss: 0.0311649 | val_loss: 0.031181 | Time: 1509.17 ms [2022-02-03 14:58:32 main:574] : INFO : Epoch 1802 | loss: 0.0311635 | val_loss: 0.031178 | Time: 1499.71 ms [2022-02-03 14:58:34 main:574] : INFO : Epoch 1803 | loss: 0.0311634 | val_loss: 0.0311769 | Time: 1505.32 ms [2022-02-03 14:58:35 main:574] : INFO : Epoch 1804 | loss: 0.0311629 | val_loss: 0.0311786 | Time: 1524.3 ms [2022-02-03 14:58:37 main:574] : INFO : Epoch 1805 | loss: 0.031163 | val_loss: 0.0311783 | Time: 1513.72 ms [2022-02-03 14:58:38 main:574] : INFO : Epoch 1806 | loss: 0.0311629 | val_loss: 0.0311794 | Time: 1508.79 ms [2022-02-03 14:58:40 main:574] : INFO : Epoch 1807 | loss: 0.0311626 | val_loss: 0.0311784 | Time: 1510.76 ms [2022-02-03 14:58:41 main:574] : INFO : Epoch 1808 | loss: 0.031163 | val_loss: 0.0311775 | Time: 1513.31 ms [2022-02-03 14:58:43 main:574] : INFO : Epoch 1809 | loss: 0.0311645 | val_loss: 0.0311757 | Time: 1515.7 ms [2022-02-03 14:58:44 main:574] : INFO : Epoch 1810 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 1496.62 ms [2022-02-03 14:58:46 main:574] : INFO : Epoch 1811 | loss: 0.0311618 | val_loss: 0.0311786 | Time: 1502.38 ms [2022-02-03 14:58:47 main:574] : INFO : Epoch 1812 | loss: 0.0311617 | val_loss: 0.0311782 | Time: 1505.38 ms [2022-02-03 14:58:49 main:574] : INFO : Epoch 1813 | loss: 0.0311622 | val_loss: 0.0311797 | Time: 1512.96 ms [2022-02-03 14:58:50 main:574] : INFO : Epoch 1814 | loss: 0.0311633 | val_loss: 0.0311777 | Time: 1511.54 ms [2022-02-03 14:58:52 main:574] : INFO : Epoch 1815 | loss: 0.0311618 | val_loss: 0.0311798 | Time: 1509.99 ms [2022-02-03 14:58:53 main:574] : INFO : Epoch 1816 | loss: 0.031162 | val_loss: 0.0311786 | Time: 1525.02 ms [2022-02-03 14:58:55 main:574] : INFO : Epoch 1817 | loss: 0.031161 | val_loss: 0.0311799 | Time: 1512.98 ms [2022-02-03 14:58:56 main:574] : INFO : Epoch 1818 | loss: 0.0311609 | val_loss: 0.0311805 | Time: 1512.97 ms [2022-02-03 14:58:58 main:574] : INFO : Epoch 1819 | loss: 0.0311655 | val_loss: 0.0311792 | Time: 1506.15 ms [2022-02-03 14:58:59 main:574] : INFO : Epoch 1820 | loss: 0.0311663 | val_loss: 0.0311801 | Time: 1510.52 ms [2022-02-03 14:59:01 main:574] : INFO : Epoch 1821 | loss: 0.0311631 | val_loss: 0.0311801 | Time: 1515.67 ms [2022-02-03 14:59:02 main:574] : INFO : Epoch 1822 | loss: 0.0311625 | val_loss: 0.0311813 | Time: 1516.12 ms [2022-02-03 14:59:04 main:574] : INFO : Epoch 1823 | loss: 0.0311609 | val_loss: 0.0311789 | Time: 1512.4 ms [2022-02-03 14:59:05 main:574] : INFO : Epoch 1824 | loss: 0.0311591 | val_loss: 0.0311819 | Time: 1520.89 ms [2022-02-03 14:59:07 main:574] : INFO : Epoch 1825 | loss: 0.0311589 | val_loss: 0.0311811 | Time: 1506.44 ms [2022-02-03 14:59:08 main:574] : INFO : Epoch 1826 | loss: 0.0311585 | val_loss: 0.0311796 | Time: 1514.77 ms [2022-02-03 14:59:10 main:574] : INFO : Epoch 1827 | loss: 0.0311583 | val_loss: 0.0311775 | Time: 1513.36 ms [2022-02-03 14:59:11 main:574] : INFO : Epoch 1828 | loss: 0.0311566 | val_loss: 0.0311771 | Time: 1518.46 ms [2022-02-03 14:59:13 main:574] : INFO : Epoch 1829 | loss: 0.0311583 | val_loss: 0.0311799 | Time: 1516.5 ms [2022-02-03 14:59:15 main:574] : INFO : Epoch 1830 | loss: 0.0311604 | val_loss: 0.0311811 | Time: 1515.83 ms [2022-02-03 14:59:16 main:574] : INFO : Epoch 1831 | loss: 0.0311631 | val_loss: 0.0311779 | Time: 1513.75 ms [2022-02-03 14:59:18 main:574] : INFO : Epoch 1832 | loss: 0.0311641 | val_loss: 0.0311776 | Time: 1499.63 ms [2022-02-03 14:59:19 main:574] : INFO : Epoch 1833 | loss: 0.0311642 | val_loss: 0.0311805 | Time: 1513 ms [2022-02-03 14:59:21 main:574] : INFO : Epoch 1834 | loss: 0.0311623 | val_loss: 0.0311772 | Time: 1523.93 ms [2022-02-03 14:59:22 main:574] : INFO : Epoch 1835 | loss: 0.0311603 | val_loss: 0.031178 | Time: 1512.86 ms [2022-02-03 14:59:24 main:574] : INFO : Epoch 1836 | loss: 0.0311612 | val_loss: 0.0311764 | Time: 1524.41 ms [2022-02-03 14:59:25 main:574] : INFO : Epoch 1837 | loss: 0.0311598 | val_loss: 0.0311764 | Time: 1519.2 ms [2022-02-03 14:59:27 main:574] : INFO : Epoch 1838 | loss: 0.0311585 | val_loss: 0.0311782 | Time: 1510.23 ms [2022-02-03 14:59:28 main:574] : INFO : Epoch 1839 | loss: 0.0311597 | val_loss: 0.03118 | Time: 1505.74 ms [2022-02-03 14:59:30 main:574] : INFO : Epoch 1840 | loss: 0.0311594 | val_loss: 0.031179 | Time: 1511.89 ms [2022-02-03 14:59:31 main:574] : INFO : Epoch 1841 | loss: 0.0311584 | val_loss: 0.0311753 | Time: 1515.82 ms [2022-02-03 14:59:33 main:574] : INFO : Epoch 1842 | loss: 0.0311586 | val_loss: 0.0311818 | Time: 1523.25 ms [2022-02-03 14:59:34 main:574] : INFO : Epoch 1843 | loss: 0.0311658 | val_loss: 0.0311742 | Time: 1510.51 ms [2022-02-03 14:59:36 main:574] : INFO : Epoch 1844 | loss: 0.0311632 | val_loss: 0.0311772 | Time: 1521.23 ms [2022-02-03 14:59:37 main:574] : INFO : Epoch 1845 | loss: 0.0311599 | val_loss: 0.0311782 | Time: 1518.94 ms [2022-02-03 14:59:39 main:574] : INFO : Epoch 1846 | loss: 0.0311572 | val_loss: 0.0311764 | Time: 1492.81 ms [2022-02-03 14:59:40 main:574] : INFO : Epoch 1847 | loss: 0.0311573 | val_loss: 0.0311766 | Time: 1508.06 ms [2022-02-03 14:59:42 main:574] : INFO : Epoch 1848 | loss: 0.0311559 | val_loss: 0.0311778 | Time: 1516.94 ms [2022-02-03 14:59:43 main:574] : INFO : Epoch 1849 | loss: 0.0311566 | val_loss: 0.031177 | Time: 1508.72 ms [2022-02-03 14:59:45 main:574] : INFO : Epoch 1850 | loss: 0.0311558 | val_loss: 0.0311769 | Time: 1520.33 ms [2022-02-03 14:59:46 main:574] : INFO : Epoch 1851 | loss: 0.0311548 | val_loss: 0.0311783 | Time: 1513.69 ms [2022-02-03 14:59:48 main:574] : INFO : Epoch 1852 | loss: 0.0311576 | val_loss: 0.0311844 | Time: 1519.47 ms [2022-02-03 14:59:49 main:574] : INFO : Epoch 1853 | loss: 0.0311559 | val_loss: 0.0311801 | Time: 1512.82 ms [2022-02-03 14:59:51 main:574] : INFO : Epoch 1854 | loss: 0.031155 | val_loss: 0.0311779 | Time: 1505.72 ms [2022-02-03 14:59:52 main:574] : INFO : Epoch 1855 | loss: 0.0311542 | val_loss: 0.0311784 | Time: 1506.02 ms [2022-02-03 14:59:54 main:574] : INFO : Epoch 1856 | loss: 0.031154 | val_loss: 0.0311797 | Time: 1506.33 ms [2022-02-03 14:59:55 main:574] : INFO : Epoch 1857 | loss: 0.0311554 | val_loss: 0.0311768 | Time: 1510.32 ms [2022-02-03 14:59:57 main:574] : INFO : Epoch 1858 | loss: 0.0311567 | val_loss: 0.0311812 | Time: 1510.77 ms [2022-02-03 14:59:59 main:574] : INFO : Epoch 1859 | loss: 0.0311556 | val_loss: 0.0311778 | Time: 1504.51 ms [2022-02-03 15:00:00 main:574] : INFO : Epoch 1860 | loss: 0.0311536 | val_loss: 0.0311771 | Time: 1506.56 ms [2022-02-03 15:00:02 main:574] : INFO : Epoch 1861 | loss: 0.0311527 | val_loss: 0.0311751 | Time: 1501.8 ms [2022-02-03 15:00:03 main:574] : INFO : Epoch 1862 | loss: 0.0311535 | val_loss: 0.0311823 | Time: 1516.81 ms [2022-02-03 15:00:05 main:574] : INFO : Epoch 1863 | loss: 0.0311533 | val_loss: 0.0311786 | Time: 1516.18 ms [2022-02-03 15:00:06 main:574] : INFO : Epoch 1864 | loss: 0.0311534 | val_loss: 0.0311832 | Time: 1513.14 ms [2022-02-03 15:00:08 main:574] : INFO : Epoch 1865 | loss: 0.0311537 | val_loss: 0.0311788 | Time: 1511.84 ms [2022-02-03 15:00:09 main:574] : INFO : Epoch 1866 | loss: 0.0311542 | val_loss: 0.0311802 | Time: 1512.56 ms [2022-02-03 15:00:11 main:574] : INFO : Epoch 1867 | loss: 0.0311553 | val_loss: 0.0311833 | Time: 1527.92 ms [2022-02-03 15:00:12 main:574] : INFO : Epoch 1868 | loss: 0.0311574 | val_loss: 0.0311819 | Time: 1513.46 ms [2022-02-03 15:00:14 main:574] : INFO : Epoch 1869 | loss: 0.0311556 | val_loss: 0.0311765 | Time: 1513.66 ms [2022-02-03 15:00:15 main:574] : INFO : Epoch 1870 | loss: 0.0311547 | val_loss: 0.0311808 | Time: 1514.54 ms [2022-02-03 15:00:17 main:574] : INFO : Epoch 1871 | loss: 0.0311528 | val_loss: 0.0311835 | Time: 1510.35 ms [2022-02-03 15:00:18 main:574] : INFO : Epoch 1872 | loss: 0.0311532 | val_loss: 0.0311846 | Time: 1497.86 ms [2022-02-03 15:00:20 main:574] : INFO : Epoch 1873 | loss: 0.0311536 | val_loss: 0.0311789 | Time: 1497.44 ms [2022-02-03 15:00:21 main:574] : INFO : Epoch 1874 | loss: 0.0311542 | val_loss: 0.0311809 | Time: 1517.77 ms [2022-02-03 15:00:23 main:574] : INFO : Epoch 1875 | loss: 0.0311559 | val_loss: 0.031182 | Time: 1518.48 ms [2022-02-03 15:00:24 main:574] : INFO : Epoch 1876 | loss: 0.0311601 | val_loss: 0.0311788 | Time: 1501.18 ms [2022-02-03 15:00:26 main:574] : INFO : Epoch 1877 | loss: 0.0311576 | val_loss: 0.0311758 | Time: 1520.39 ms [2022-02-03 15:00:27 main:574] : INFO : Epoch 1878 | loss: 0.0311575 | val_loss: 0.0311746 | Time: 1525.36 ms [2022-02-03 15:00:29 main:574] : INFO : Epoch 1879 | loss: 0.0311587 | val_loss: 0.0311767 | Time: 1511.97 ms [2022-02-03 15:00:30 main:574] : INFO : Epoch 1880 | loss: 0.0311593 | val_loss: 0.0311786 | Time: 1502.49 ms [2022-02-03 15:00:32 main:574] : INFO : Epoch 1881 | loss: 0.0311569 | val_loss: 0.0311758 | Time: 1505 ms [2022-02-03 15:00:33 main:574] : INFO : Epoch 1882 | loss: 0.0311547 | val_loss: 0.0311774 | Time: 1509 ms [2022-02-03 15:00:35 main:574] : INFO : Epoch 1883 | loss: 0.0311533 | val_loss: 0.0311811 | Time: 1508.3 ms [2022-02-03 15:00:36 main:574] : INFO : Epoch 1884 | loss: 0.0311546 | val_loss: 0.0311783 | Time: 1508.59 ms [2022-02-03 15:00:38 main:574] : INFO : Epoch 1885 | loss: 0.0311541 | val_loss: 0.0311768 | Time: 1517.05 ms [2022-02-03 15:00:39 main:574] : INFO : Epoch 1886 | loss: 0.0311536 | val_loss: 0.031179 | Time: 1496.42 ms [2022-02-03 15:00:41 main:574] : INFO : Epoch 1887 | loss: 0.0311542 | val_loss: 0.0311771 | Time: 1506.86 ms [2022-02-03 15:00:42 main:574] : INFO : Epoch 1888 | loss: 0.0311536 | val_loss: 0.0311791 | Time: 1508.48 ms [2022-02-03 15:00:44 main:574] : INFO : Epoch 1889 | loss: 0.0311523 | val_loss: 0.0311789 | Time: 1513.54 ms [2022-02-03 15:00:45 main:574] : INFO : Epoch 1890 | loss: 0.0311526 | val_loss: 0.0311798 | Time: 1513.52 ms [2022-02-03 15:00:47 main:574] : INFO : Epoch 1891 | loss: 0.0311513 | val_loss: 0.031179 | Time: 1509.82 ms [2022-02-03 15:00:49 main:574] : INFO : Epoch 1892 | loss: 0.0311509 | val_loss: 0.0311785 | Time: 1525.66 ms [2022-02-03 15:00:50 main:574] : INFO : Epoch 1893 | loss: 0.0311512 | val_loss: 0.0311833 | Time: 1504.75 ms [2022-02-03 15:00:52 main:574] : INFO : Epoch 1894 | loss: 0.0311514 | val_loss: 0.0311822 | Time: 1507.21 ms [2022-02-03 15:00:53 main:574] : INFO : Epoch 1895 | loss: 0.0311587 | val_loss: 0.0311796 | Time: 1504.72 ms [2022-02-03 15:00:55 main:574] : INFO : Epoch 1896 | loss: 0.0311601 | val_loss: 0.0311784 | Time: 1509.22 ms [2022-02-03 15:00:56 main:574] : INFO : Epoch 1897 | loss: 0.0311562 | val_loss: 0.0311811 | Time: 1506.13 ms [2022-02-03 15:00:58 main:574] : INFO : Epoch 1898 | loss: 0.0311554 | val_loss: 0.0311802 | Time: 1507.28 ms [2022-02-03 15:00:59 main:574] : INFO : Epoch 1899 | loss: 0.0311538 | val_loss: 0.0311813 | Time: 1507.82 ms [2022-02-03 15:01:01 main:574] : INFO : Epoch 1900 | loss: 0.0311527 | val_loss: 0.0311811 | Time: 1513.72 ms [2022-02-03 15:01:02 main:574] : INFO : Epoch 1901 | loss: 0.0311522 | val_loss: 0.0311817 | Time: 1508.58 ms [2022-02-03 15:01:04 main:574] : INFO : Epoch 1902 | loss: 0.0311534 | val_loss: 0.0311801 | Time: 1507.04 ms [2022-02-03 15:01:05 main:574] : INFO : Epoch 1903 | loss: 0.0311546 | val_loss: 0.0311767 | Time: 1510.84 ms [2022-02-03 15:01:07 main:574] : INFO : Epoch 1904 | loss: 0.0311584 | val_loss: 0.0311785 | Time: 1511.1 ms [2022-02-03 15:01:08 main:574] : INFO : Epoch 1905 | loss: 0.0311768 | val_loss: 0.0311774 | Time: 1509.01 ms [2022-02-03 15:01:10 main:574] : INFO : Epoch 1906 | loss: 0.0311707 | val_loss: 0.0311716 | Time: 1502.5 ms [2022-02-03 15:01:11 main:574] : INFO : Epoch 1907 | loss: 0.0311662 | val_loss: 0.0311709 | Time: 1507.86 ms [2022-02-03 15:01:13 main:574] : INFO : Epoch 1908 | loss: 0.0311637 | val_loss: 0.0311724 | Time: 1510.65 ms [2022-02-03 15:01:14 main:574] : INFO : Epoch 1909 | loss: 0.0311627 | val_loss: 0.0311718 | Time: 1500.99 ms [2022-02-03 15:01:16 main:574] : INFO : Epoch 1910 | loss: 0.0311603 | val_loss: 0.0311776 | Time: 1513.35 ms [2022-02-03 15:01:17 main:574] : INFO : Epoch 1911 | loss: 0.0311561 | val_loss: 0.0311764 | Time: 1519.61 ms [2022-02-03 15:01:19 main:574] : INFO : Epoch 1912 | loss: 0.0311543 | val_loss: 0.0311774 | Time: 1501.07 ms [2022-02-03 15:01:20 main:574] : INFO : Epoch 1913 | loss: 0.031155 | val_loss: 0.0311811 | Time: 1510.1 ms [2022-02-03 15:01:22 main:574] : INFO : Epoch 1914 | loss: 0.0311558 | val_loss: 0.0311793 | Time: 1501.58 ms [2022-02-03 15:01:23 main:574] : INFO : Epoch 1915 | loss: 0.0311553 | val_loss: 0.0311827 | Time: 1508.46 ms [2022-02-03 15:01:25 main:574] : INFO : Epoch 1916 | loss: 0.0311565 | val_loss: 0.0311779 | Time: 1506.2 ms [2022-02-03 15:01:26 main:574] : INFO : Epoch 1917 | loss: 0.0311532 | val_loss: 0.0311791 | Time: 1500.27 ms [2022-02-03 15:01:28 main:574] : INFO : Epoch 1918 | loss: 0.0311533 | val_loss: 0.031177 | Time: 1508.12 ms [2022-02-03 15:01:29 main:574] : INFO : Epoch 1919 | loss: 0.0311555 | val_loss: 0.0311781 | Time: 1500.16 ms [2022-02-03 15:01:31 main:574] : INFO : Epoch 1920 | loss: 0.0311553 | val_loss: 0.0311807 | Time: 1504.65 ms [2022-02-03 15:01:32 main:574] : INFO : Epoch 1921 | loss: 0.031157 | val_loss: 0.0311773 | Time: 1512.18 ms [2022-02-03 15:01:34 main:574] : INFO : Epoch 1922 | loss: 0.0311558 | val_loss: 0.0311756 | Time: 1509.58 ms [2022-02-03 15:01:35 main:574] : INFO : Epoch 1923 | loss: 0.0311522 | val_loss: 0.0311739 | Time: 1503.17 ms [2022-02-03 15:01:37 main:574] : INFO : Epoch 1924 | loss: 0.0311518 | val_loss: 0.0311748 | Time: 1512.8 ms [2022-02-03 15:01:38 main:574] : INFO : Epoch 1925 | loss: 0.0311554 | val_loss: 0.0311789 | Time: 1507.21 ms [2022-02-03 15:01:40 main:574] : INFO : Epoch 1926 | loss: 0.0311533 | val_loss: 0.0311796 | Time: 1509.24 ms [2022-02-03 15:01:41 main:574] : INFO : Epoch 1927 | loss: 0.0311504 | val_loss: 0.0311762 | Time: 1505.97 ms [2022-02-03 15:01:43 main:574] : INFO : Epoch 1928 | loss: 0.0311511 | val_loss: 0.0311719 | Time: 1510.76 ms [2022-02-03 15:01:44 main:574] : INFO : Epoch 1929 | loss: 0.0311572 | val_loss: 0.0311729 | Time: 1528.69 ms [2022-02-03 15:01:46 main:574] : INFO : Epoch 1930 | loss: 0.0311567 | val_loss: 0.0311742 | Time: 1524.37 ms [2022-02-03 15:01:48 main:574] : INFO : Epoch 1931 | loss: 0.0311536 | val_loss: 0.0311752 | Time: 1509.83 ms [2022-02-03 15:01:49 main:574] : INFO : Epoch 1932 | loss: 0.0311509 | val_loss: 0.0311752 | Time: 1498.74 ms [2022-02-03 15:01:51 main:574] : INFO : Epoch 1933 | loss: 0.031151 | val_loss: 0.0311743 | Time: 1517.37 ms [2022-02-03 15:01:52 main:574] : INFO : Epoch 1934 | loss: 0.0311517 | val_loss: 0.0311786 | Time: 1507.77 ms [2022-02-03 15:01:54 main:574] : INFO : Epoch 1935 | loss: 0.0311628 | val_loss: 0.0311743 | Time: 1515.27 ms [2022-02-03 15:01:55 main:574] : INFO : Epoch 1936 | loss: 0.0311601 | val_loss: 0.0311765 | Time: 1510.06 ms [2022-02-03 15:01:57 main:574] : INFO : Epoch 1937 | loss: 0.0311568 | val_loss: 0.0311797 | Time: 1487.82 ms [2022-02-03 15:01:58 main:574] : INFO : Epoch 1938 | loss: 0.0311561 | val_loss: 0.0311767 | Time: 1511.47 ms [2022-02-03 15:02:00 main:574] : INFO : Epoch 1939 | loss: 0.0311547 | val_loss: 0.031173 | Time: 1518.04 ms [2022-02-03 15:02:01 main:574] : INFO : Epoch 1940 | loss: 0.0311531 | val_loss: 0.0311758 | Time: 1506.95 ms [2022-02-03 15:02:03 main:574] : INFO : Epoch 1941 | loss: 0.0311528 | val_loss: 0.0311742 | Time: 1517.19 ms [2022-02-03 15:02:04 main:574] : INFO : Epoch 1942 | loss: 0.0311552 | val_loss: 0.0311766 | Time: 1514.53 ms [2022-02-03 15:02:06 main:574] : INFO : Epoch 1943 | loss: 0.0311543 | val_loss: 0.031177 | Time: 1509.17 ms [2022-02-03 15:02:07 main:574] : INFO : Epoch 1944 | loss: 0.0311547 | val_loss: 0.0311774 | Time: 1524.92 ms [2022-02-03 15:02:09 main:574] : INFO : Epoch 1945 | loss: 0.0311524 | val_loss: 0.0311782 | Time: 1518.54 ms [2022-02-03 15:02:10 main:574] : INFO : Epoch 1946 | loss: 0.0311508 | val_loss: 0.0311774 | Time: 1509.64 ms [2022-02-03 15:02:12 main:574] : INFO : Epoch 1947 | loss: 0.0311509 | val_loss: 0.0311729 | Time: 1517.45 ms [2022-02-03 15:02:13 main:574] : INFO : Epoch 1948 | loss: 0.0311511 | val_loss: 0.0311743 | Time: 1521.37 ms [2022-02-03 15:02:15 main:574] : INFO : Epoch 1949 | loss: 0.0311519 | val_loss: 0.0311821 | Time: 1507.6 ms [2022-02-03 15:02:16 main:574] : INFO : Epoch 1950 | loss: 0.0311514 | val_loss: 0.0311762 | Time: 1511.04 ms [2022-02-03 15:02:18 main:574] : INFO : Epoch 1951 | loss: 0.0311486 | val_loss: 0.0311772 | Time: 1507.12 ms [2022-02-03 15:02:19 main:574] : INFO : Epoch 1952 | loss: 0.0311522 | val_loss: 0.0311827 | Time: 1514.7 ms [2022-02-03 15:02:21 main:574] : INFO : Epoch 1953 | loss: 0.0311527 | val_loss: 0.0311809 | Time: 1510.18 ms [2022-02-03 15:02:22 main:574] : INFO : Epoch 1954 | loss: 0.0311513 | val_loss: 0.0311782 | Time: 1508.04 ms [2022-02-03 15:02:24 main:574] : INFO : Epoch 1955 | loss: 0.0311495 | val_loss: 0.0311869 | Time: 1517.41 ms [2022-02-03 15:02:25 main:574] : INFO : Epoch 1956 | loss: 0.0311497 | val_loss: 0.0311823 | Time: 1492.54 ms [2022-02-03 15:02:27 main:574] : INFO : Epoch 1957 | loss: 0.0311465 | val_loss: 0.0311803 | Time: 1513.12 ms [2022-02-03 15:02:28 main:574] : INFO : Epoch 1958 | loss: 0.0311502 | val_loss: 0.0311793 | Time: 1498.11 ms [2022-02-03 15:02:30 main:574] : INFO : Epoch 1959 | loss: 0.0311572 | val_loss: 0.031176 | Time: 1505.36 ms [2022-02-03 15:02:31 main:574] : INFO : Epoch 1960 | loss: 0.0311533 | val_loss: 0.031179 | Time: 1502.33 ms [2022-02-03 15:02:33 main:574] : INFO : Epoch 1961 | loss: 0.031151 | val_loss: 0.0311796 | Time: 1508.61 ms [2022-02-03 15:02:34 main:574] : INFO : Epoch 1962 | loss: 0.0311483 | val_loss: 0.0311788 | Time: 1523.94 ms [2022-02-03 15:02:36 main:574] : INFO : Epoch 1963 | loss: 0.0311478 | val_loss: 0.0311775 | Time: 1516.2 ms [2022-02-03 15:02:38 main:574] : INFO : Epoch 1964 | loss: 0.0311468 | val_loss: 0.0311768 | Time: 1517.26 ms [2022-02-03 15:02:39 main:574] : INFO : Epoch 1965 | loss: 0.0311469 | val_loss: 0.0311795 | Time: 1513.93 ms [2022-02-03 15:02:41 main:574] : INFO : Epoch 1966 | loss: 0.0311463 | val_loss: 0.0311763 | Time: 1509.52 ms [2022-02-03 15:02:42 main:574] : INFO : Epoch 1967 | loss: 0.0311465 | val_loss: 0.0311764 | Time: 1505.18 ms [2022-02-03 15:02:44 main:574] : INFO : Epoch 1968 | loss: 0.0311465 | val_loss: 0.0311811 | Time: 1509.37 ms [2022-02-03 15:02:45 main:574] : INFO : Epoch 1969 | loss: 0.0311466 | val_loss: 0.0311778 | Time: 1511.06 ms [2022-02-03 15:02:47 main:574] : INFO : Epoch 1970 | loss: 0.0311448 | val_loss: 0.0311805 | Time: 1511.48 ms [2022-02-03 15:02:48 main:574] : INFO : Epoch 1971 | loss: 0.0311452 | val_loss: 0.0311753 | Time: 1505.83 ms [2022-02-03 15:02:50 main:574] : INFO : Epoch 1972 | loss: 0.0311462 | val_loss: 0.0311806 | Time: 1516.51 ms [2022-02-03 15:02:51 main:574] : INFO : Epoch 1973 | loss: 0.0311457 | val_loss: 0.0311803 | Time: 1505.6 ms [2022-02-03 15:02:53 main:574] : INFO : Epoch 1974 | loss: 0.0311457 | val_loss: 0.031178 | Time: 1501.26 ms [2022-02-03 15:02:54 main:574] : INFO : Epoch 1975 | loss: 0.0311453 | val_loss: 0.0311777 | Time: 1513.17 ms [2022-02-03 15:02:56 main:574] : INFO : Epoch 1976 | loss: 0.0311453 | val_loss: 0.0311776 | Time: 1504.41 ms [2022-02-03 15:02:57 main:574] : INFO : Epoch 1977 | loss: 0.0311456 | val_loss: 0.0311772 | Time: 1510.09 ms [2022-02-03 15:02:59 main:574] : INFO : Epoch 1978 | loss: 0.0311435 | val_loss: 0.0311817 | Time: 1506.92 ms [2022-02-03 15:03:00 main:574] : INFO : Epoch 1979 | loss: 0.0311425 | val_loss: 0.0311768 | Time: 1495.87 ms [2022-02-03 15:03:02 main:574] : INFO : Epoch 1980 | loss: 0.0311432 | val_loss: 0.031184 | Time: 1511.15 ms [2022-02-03 15:03:03 main:574] : INFO : Epoch 1981 | loss: 0.0311436 | val_loss: 0.031184 | Time: 1513.23 ms [2022-02-03 15:03:05 main:574] : INFO : Epoch 1982 | loss: 0.0311468 | val_loss: 0.0311804 | Time: 1523.09 ms [2022-02-03 15:03:06 main:574] : INFO : Epoch 1983 | loss: 0.0311476 | val_loss: 0.0311764 | Time: 1515.3 ms [2022-02-03 15:03:08 main:574] : INFO : Epoch 1984 | loss: 0.0311479 | val_loss: 0.0311788 | Time: 1509.25 ms [2022-02-03 15:03:09 main:574] : INFO : Epoch 1985 | loss: 0.0311484 | val_loss: 0.0311789 | Time: 1505.63 ms [2022-02-03 15:03:11 main:574] : INFO : Epoch 1986 | loss: 0.0311538 | val_loss: 0.0311755 | Time: 1502.9 ms [2022-02-03 15:03:12 main:574] : INFO : Epoch 1987 | loss: 0.0311505 | val_loss: 0.0311835 | Time: 1515.53 ms [2022-02-03 15:03:14 main:574] : INFO : Epoch 1988 | loss: 0.0311486 | val_loss: 0.0311813 | Time: 1513.07 ms [2022-02-03 15:03:15 main:574] : INFO : Epoch 1989 | loss: 0.0311466 | val_loss: 0.03118 | Time: 1515.13 ms [2022-02-03 15:03:17 main:574] : INFO : Epoch 1990 | loss: 0.0311451 | val_loss: 0.0311854 | Time: 1514.55 ms [2022-02-03 15:03:18 main:574] : INFO : Epoch 1991 | loss: 0.0311462 | val_loss: 0.0311827 | Time: 1505.97 ms [2022-02-03 15:03:20 main:574] : INFO : Epoch 1992 | loss: 0.0311437 | val_loss: 0.0311789 | Time: 1508.08 ms [2022-02-03 15:03:21 main:574] : INFO : Epoch 1993 | loss: 0.0311573 | val_loss: 0.0311724 | Time: 1499.02 ms [2022-02-03 15:03:23 main:574] : INFO : Epoch 1994 | loss: 0.0311584 | val_loss: 0.0311735 | Time: 1512.02 ms [2022-02-03 15:03:24 main:574] : INFO : Epoch 1995 | loss: 0.0311525 | val_loss: 0.0311776 | Time: 1513.89 ms [2022-02-03 15:03:26 main:574] : INFO : Epoch 1996 | loss: 0.0311503 | val_loss: 0.031177 | Time: 1513.09 ms [2022-02-03 15:03:28 main:574] : INFO : Epoch 1997 | loss: 0.0311494 | val_loss: 0.0311812 | Time: 1516.88 ms [2022-02-03 15:03:29 main:574] : INFO : Epoch 1998 | loss: 0.0311461 | val_loss: 0.0311778 | Time: 1499.76 ms [2022-02-03 15:03:31 main:574] : INFO : Epoch 1999 | loss: 0.0311484 | val_loss: 0.03118 | Time: 1496.32 ms [2022-02-03 15:03:32 main:574] : INFO : Epoch 2000 | loss: 0.0311492 | val_loss: 0.0311752 | Time: 1512.54 ms [2022-02-03 15:03:34 main:574] : INFO : Epoch 2001 | loss: 0.0311481 | val_loss: 0.0311777 | Time: 1516.01 ms [2022-02-03 15:03:35 main:574] : INFO : Epoch 2002 | loss: 0.0311473 | val_loss: 0.0311745 | Time: 1506.78 ms [2022-02-03 15:03:37 main:574] : INFO : Epoch 2003 | loss: 0.0311464 | val_loss: 0.0311816 | Time: 1518.38 ms [2022-02-03 15:03:38 main:574] : INFO : Epoch 2004 | loss: 0.0311467 | val_loss: 0.031175 | Time: 1514.02 ms [2022-02-03 15:03:40 main:574] : INFO : Epoch 2005 | loss: 0.0311447 | val_loss: 0.0311812 | Time: 1509.67 ms [2022-02-03 15:03:41 main:574] : INFO : Epoch 2006 | loss: 0.031143 | val_loss: 0.0311832 | Time: 1507.86 ms [2022-02-03 15:03:43 main:574] : INFO : Epoch 2007 | loss: 0.031141 | val_loss: 0.0311811 | Time: 1507.94 ms [2022-02-03 15:03:44 main:574] : INFO : Epoch 2008 | loss: 0.0311436 | val_loss: 0.0311797 | Time: 1519.41 ms [2022-02-03 15:03:46 main:574] : INFO : Epoch 2009 | loss: 0.0311507 | val_loss: 0.0311852 | Time: 1517.17 ms [2022-02-03 15:03:47 main:574] : INFO : Epoch 2010 | loss: 0.0311457 | val_loss: 0.0311821 | Time: 1508.3 ms [2022-02-03 15:03:49 main:574] : INFO : Epoch 2011 | loss: 0.031141 | val_loss: 0.0311829 | Time: 1513.57 ms [2022-02-03 15:03:50 main:574] : INFO : Epoch 2012 | loss: 0.0311431 | val_loss: 0.0311824 | Time: 1518.34 ms [2022-02-03 15:03:52 main:574] : INFO : Epoch 2013 | loss: 0.0311425 | val_loss: 0.0311792 | Time: 1496.8 ms [2022-02-03 15:03:53 main:574] : INFO : Epoch 2014 | loss: 0.0311436 | val_loss: 0.0311853 | Time: 1493.51 ms [2022-02-03 15:03:55 main:574] : INFO : Epoch 2015 | loss: 0.0311438 | val_loss: 0.0311784 | Time: 1514.81 ms [2022-02-03 15:03:56 main:574] : INFO : Epoch 2016 | loss: 0.0311443 | val_loss: 0.0311764 | Time: 1516.73 ms [2022-02-03 15:03:58 main:574] : INFO : Epoch 2017 | loss: 0.0311443 | val_loss: 0.0311778 | Time: 1510.32 ms [2022-02-03 15:03:59 main:574] : INFO : Epoch 2018 | loss: 0.0311409 | val_loss: 0.0311836 | Time: 1516.66 ms [2022-02-03 15:04:01 main:574] : INFO : Epoch 2019 | loss: 0.0311416 | val_loss: 0.0311833 | Time: 1520.24 ms [2022-02-03 15:04:02 main:574] : INFO : Epoch 2020 | loss: 0.0311526 | val_loss: 0.0311797 | Time: 1505.44 ms [2022-02-03 15:04:04 main:574] : INFO : Epoch 2021 | loss: 0.0311484 | val_loss: 0.0311807 | Time: 1503.42 ms [2022-02-03 15:04:05 main:574] : INFO : Epoch 2022 | loss: 0.03115 | val_loss: 0.0311813 | Time: 1516.47 ms [2022-02-03 15:04:07 main:574] : INFO : Epoch 2023 | loss: 0.0311458 | val_loss: 0.0311847 | Time: 1510.15 ms [2022-02-03 15:04:08 main:574] : INFO : Epoch 2024 | loss: 0.0311444 | val_loss: 0.0311834 | Time: 1515.96 ms [2022-02-03 15:04:10 main:574] : INFO : Epoch 2025 | loss: 0.0311437 | val_loss: 0.0311837 | Time: 1510.11 ms [2022-02-03 15:04:11 main:574] : INFO : Epoch 2026 | loss: 0.0311503 | val_loss: 0.0311752 | Time: 1520.11 ms [2022-02-03 15:04:13 main:574] : INFO : Epoch 2027 | loss: 0.0311528 | val_loss: 0.0311889 | Time: 1514.37 ms [2022-02-03 15:04:14 main:574] : INFO : Epoch 2028 | loss: 0.0311526 | val_loss: 0.0311859 | Time: 1505.63 ms [2022-02-03 15:04:16 main:574] : INFO : Epoch 2029 | loss: 0.0311459 | val_loss: 0.0311765 | Time: 1514.78 ms [2022-02-03 15:04:17 main:574] : INFO : Epoch 2030 | loss: 0.0311467 | val_loss: 0.0311815 | Time: 1516.67 ms [2022-02-03 15:04:19 main:574] : INFO : Epoch 2031 | loss: 0.0311433 | val_loss: 0.0311877 | Time: 1513.23 ms [2022-02-03 15:04:21 main:574] : INFO : Epoch 2032 | loss: 0.0311407 | val_loss: 0.0311861 | Time: 1513.01 ms [2022-02-03 15:04:22 main:574] : INFO : Epoch 2033 | loss: 0.0311407 | val_loss: 0.0311868 | Time: 1503.47 ms [2022-02-03 15:04:24 main:574] : INFO : Epoch 2034 | loss: 0.0311444 | val_loss: 0.0311782 | Time: 1512.6 ms [2022-02-03 15:04:25 main:574] : INFO : Epoch 2035 | loss: 0.0311481 | val_loss: 0.0311839 | Time: 1499.95 ms [2022-02-03 15:04:27 main:574] : INFO : Epoch 2036 | loss: 0.0311476 | val_loss: 0.0311794 | Time: 1507.23 ms [2022-02-03 15:04:28 main:574] : INFO : Epoch 2037 | loss: 0.0311423 | val_loss: 0.031182 | Time: 1513.01 ms [2022-02-03 15:04:30 main:574] : INFO : Epoch 2038 | loss: 0.0311448 | val_loss: 0.0311828 | Time: 1513.03 ms [2022-02-03 15:04:31 main:574] : INFO : Epoch 2039 | loss: 0.0311459 | val_loss: 0.0311885 | Time: 1509.23 ms [2022-02-03 15:04:33 main:574] : INFO : Epoch 2040 | loss: 0.0311438 | val_loss: 0.0311807 | Time: 1497.07 ms [2022-02-03 15:04:34 main:574] : INFO : Epoch 2041 | loss: 0.0311442 | val_loss: 0.0311888 | Time: 1492.7 ms [2022-02-03 15:04:36 main:574] : INFO : Epoch 2042 | loss: 0.0311415 | val_loss: 0.031182 | Time: 1513.38 ms [2022-02-03 15:04:37 main:574] : INFO : Epoch 2043 | loss: 0.0311396 | val_loss: 0.0311833 | Time: 1517.63 ms [2022-02-03 15:04:39 main:574] : INFO : Epoch 2044 | loss: 0.0311374 | val_loss: 0.0311814 | Time: 1514.27 ms [2022-02-03 15:04:40 main:574] : INFO : Epoch 2045 | loss: 0.0311378 | val_loss: 0.0311833 | Time: 1512.79 ms [2022-02-03 15:04:42 main:574] : INFO : Epoch 2046 | loss: 0.0311405 | val_loss: 0.0311838 | Time: 1507.82 ms [2022-02-03 15:04:43 main:574] : INFO : Epoch 2047 | loss: 0.0311393 | val_loss: 0.0311872 | Time: 1504.48 ms [2022-02-03 15:04:45 main:574] : INFO : Epoch 2048 | loss: 0.0311425 | val_loss: 0.0311842 | Time: 1507 ms [2022-02-03 15:04:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311842 [2022-02-03 15:04:45 main:603] : INFO : Saving end state to config to file [2022-02-03 15:04:45 main:608] : INFO : Success, exiting.. 15:04:45 (11292): 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)