Task 14597019
| Name | ParityModified-1647041890-2910-3-0_1 |
| Workunit | 11617519 |
| Created | 11 Apr 2022, 9:37:43 UTC |
| Sent | 11 Apr 2022, 9:38:51 UTC |
| Report deadline | 19 Apr 2022, 9:38:51 UTC |
| Received | 11 Apr 2022, 16:03:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14482 |
| Run time | 54 min 19 sec |
| CPU time | 54 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,471.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 0 main:581] : INFO : Epoch 1538 | loss: 0.0311944 | val_loss: 0.0311898 | Time: 1658.59 ms [2022-04-11 17:09:21 main:581] : INFO : Epoch 1539 | loss: 0.0311953 | val_loss: 0.0311888 | Time: 1603 ms [2022-04-11 17:09:23 main:581] : INFO : Epoch 1540 | loss: 0.0311927 | val_loss: 0.0311886 | Time: 1748.25 ms [2022-04-11 17:09:25 main:581] : INFO : Epoch 1541 | loss: 0.0311929 | val_loss: 0.0311881 | Time: 1569.68 ms [2022-04-11 17:09:26 main:581] : INFO : Epoch 1542 | loss: 0.0311934 | val_loss: 0.0311899 | Time: 1565.41 ms [2022-04-11 17:09:28 main:581] : INFO : Epoch 1543 | loss: 0.0311946 | val_loss: 0.03119 | Time: 1597.62 ms [2022-04-11 17:09:29 main:581] : INFO : Epoch 1544 | loss: 0.0311945 | val_loss: 0.0311892 | Time: 1611.31 ms [2022-04-11 17:09:31 main:581] : INFO : Epoch 1545 | loss: 0.0311933 | val_loss: 0.031188 | Time: 1575.07 ms [2022-04-11 17:09:32 main:581] : INFO : Epoch 1546 | loss: 0.0311936 | val_loss: 0.03119 | Time: 1567.26 ms [2022-04-11 17:09:34 main:581] : INFO : Epoch 1547 | loss: 0.0311937 | val_loss: 0.0311884 | Time: 1565.14 ms [2022-04-11 17:09:36 main:581] : INFO : Epoch 1548 | loss: 0.0311935 | val_loss: 0.0311888 | Time: 1568.97 ms [2022-04-11 17:09:37 main:581] : INFO : Epoch 1549 | loss: 0.0311928 | val_loss: 0.0311903 | Time: 1570.48 ms [2022-04-11 17:09:39 main:581] : INFO : Epoch 1550 | loss: 0.0311935 | val_loss: 0.0311887 | Time: 1572.08 ms [2022-04-11 17:09:40 main:581] : INFO : Epoch 1551 | loss: 0.0311926 | val_loss: 0.0311878 | Time: 1568.58 ms [2022-04-11 17:09:42 main:581] : INFO : Epoch 1552 | loss: 0.0311929 | val_loss: 0.0311884 | Time: 1566.57 ms [2022-04-11 17:09:43 main:581] : INFO : Epoch 1553 | loss: 0.0311938 | val_loss: 0.0311882 | Time: 1565.56 ms [2022-04-11 17:09:45 main:581] : INFO : Epoch 1554 | loss: 0.0311926 | val_loss: 0.0311877 | Time: 1567.13 ms [2022-04-11 17:09:47 main:581] : INFO : Epoch 1555 | loss: 0.0311922 | val_loss: 0.0311878 | Time: 1567.22 ms [2022-04-11 17:09:48 main:581] : INFO : Epoch 1556 | loss: 0.0311931 | val_loss: 0.0311905 | Time: 1565.57 ms [2022-04-11 17:09:50 main:581] : INFO : Epoch 1557 | loss: 0.0311924 | val_loss: 0.031189 | Time: 1566.63 ms [2022-04-11 17:09:51 main:581] : INFO : Epoch 1558 | loss: 0.0311928 | val_loss: 0.0311905 | Time: 1565.58 ms [2022-04-11 17:09:53 main:581] : INFO : Epoch 1559 | loss: 0.0311935 | val_loss: 0.0311878 | Time: 1566.43 ms [2022-04-11 17:09:54 main:581] : INFO : Epoch 1560 | loss: 0.0311926 | val_loss: 0.0311912 | Time: 1569.53 ms [2022-04-11 17:09:56 main:581] : INFO : Epoch 1561 | loss: 0.0311931 | val_loss: 0.0311895 | Time: 1568.5 ms [2022-04-11 17:09:58 main:581] : INFO : Epoch 1562 | loss: 0.0311921 | val_loss: 0.0311879 | Time: 1568.96 ms [2022-04-11 17:09:59 main:581] : INFO : Epoch 1563 | loss: 0.0311926 | val_loss: 0.0311909 | Time: 1568.31 ms [2022-04-11 17:10:01 main:581] : INFO : Epoch 1564 | loss: 0.0311928 | val_loss: 0.0311894 | Time: 1571.28 ms [2022-04-11 17:10:02 main:581] : INFO : Epoch 1565 | loss: 0.0311927 | val_loss: 0.0311891 | Time: 1570.17 ms [2022-04-11 17:10:04 main:581] : INFO : Epoch 1566 | loss: 0.0311926 | val_loss: 0.0311881 | Time: 1567.54 ms [2022-04-11 17:10:05 main:581] : INFO : Epoch 1567 | loss: 0.0311926 | val_loss: 0.0311884 | Time: 1573.13 ms [2022-04-11 17:10:07 main:581] : INFO : Epoch 1568 | loss: 0.0311924 | val_loss: 0.031188 | Time: 1567.88 ms [2022-04-11 17:10:09 main:581] : INFO : Epoch 1569 | loss: 0.0311932 | val_loss: 0.031188 | Time: 1566.47 ms [2022-04-11 17:10:10 main:581] : INFO : Epoch 1570 | loss: 0.031193 | val_loss: 0.0311896 | Time: 1568.35 ms [2022-04-11 17:10:12 main:581] : INFO : Epoch 1571 | loss: 0.0311946 | val_loss: 0.031188 | Time: 1568.23 ms [2022-04-11 17:10:13 main:581] : INFO : Epoch 1572 | loss: 0.0311933 | val_loss: 0.031189 | Time: 1571.25 ms [2022-04-11 17:10:15 main:581] : INFO : Epoch 1573 | loss: 0.0311934 | val_loss: 0.031188 | Time: 1569.04 ms [2022-04-11 17:10:16 main:581] : INFO : Epoch 1574 | loss: 0.0311925 | val_loss: 0.031188 | Time: 1569.09 ms [2022-04-11 17:10:18 main:581] : INFO : Epoch 1575 | loss: 0.0311923 | val_loss: 0.0311891 | Time: 1565.15 ms [2022-04-11 17:10:19 main:581] : INFO : Epoch 1576 | loss: 0.031193 | val_loss: 0.0311884 | Time: 1566.68 ms [2022-04-11 17:10:21 main:581] : INFO : Epoch 1577 | loss: 0.0311935 | val_loss: 0.0311893 | Time: 1563.83 ms [2022-04-11 17:10:23 main:581] : INFO : Epoch 1578 | loss: 0.0311942 | val_loss: 0.0311897 | Time: 1567.99 ms [2022-04-11 17:10:24 main:581] : INFO : Epoch 1579 | loss: 0.031196 | val_loss: 0.0311914 | Time: 1565.46 ms [2022-04-11 17:10:26 main:581] : INFO : Epoch 1580 | loss: 0.0311979 | val_loss: 0.0311925 | Time: 1566.87 ms [2022-04-11 17:10:27 main:581] : INFO : Epoch 1581 | loss: 0.0311957 | val_loss: 0.03119 | Time: 1571.85 ms [2022-04-11 17:10:29 main:581] : INFO : Epoch 1582 | loss: 0.0311934 | val_loss: 0.0311884 | Time: 1566.64 ms [2022-04-11 17:10:31 main:581] : INFO : Epoch 1583 | loss: 0.0311925 | val_loss: 0.0311882 | Time: 1733.89 ms [2022-04-11 17:10:32 main:581] : INFO : Epoch 1584 | loss: 0.0311933 | val_loss: 0.0311905 | Time: 1743.39 ms [2022-04-11 17:10:34 main:581] : INFO : Epoch 1585 | loss: 0.0311941 | val_loss: 0.0311898 | Time: 1567.7 ms [2022-04-11 17:10:35 main:581] : INFO : Epoch 1586 | loss: 0.0311926 | val_loss: 0.0311882 | Time: 1570.23 ms [2022-04-11 17:10:37 main:581] : INFO : Epoch 1587 | loss: 0.0311931 | val_loss: 0.0311886 | Time: 1567.7 ms [2022-04-11 17:10:39 main:581] : INFO : Epoch 1588 | loss: 0.0311925 | val_loss: 0.0311878 | Time: 1565.25 ms [2022-04-11 17:10:40 main:581] : INFO : Epoch 1589 | loss: 0.0311934 | val_loss: 0.0311877 | Time: 1569.51 ms [2022-04-11 17:10:42 main:581] : INFO : Epoch 1590 | loss: 0.0311931 | val_loss: 0.0311887 | Time: 1568.07 ms [2022-04-11 17:10:43 main:581] : INFO : Epoch 1591 | loss: 0.0311928 | val_loss: 0.031188 | Time: 1574.94 ms [2022-04-11 17:10:45 main:581] : INFO : Epoch 1592 | loss: 0.0311931 | val_loss: 0.0311907 | Time: 1565.8 ms [2022-04-11 17:10:46 main:581] : INFO : Epoch 1593 | loss: 0.031193 | val_loss: 0.0311877 | Time: 1566.49 ms [2022-04-11 17:10:48 main:581] : INFO : Epoch 1594 | loss: 0.031193 | val_loss: 0.0311881 | Time: 1569.49 ms [2022-04-11 17:10:50 main:581] : INFO : Epoch 1595 | loss: 0.0311925 | val_loss: 0.0311878 | Time: 1570.57 ms [2022-04-11 17:10:51 main:581] : INFO : Epoch 1596 | loss: 0.0311924 | val_loss: 0.0311903 | Time: 1568.71 ms [2022-04-11 17:10:53 main:581] : INFO : Epoch 1597 | loss: 0.031194 | val_loss: 0.0311892 | Time: 1566.8 ms [2022-04-11 17:10:54 main:581] : INFO : Epoch 1598 | loss: 0.0311935 | val_loss: 0.0311881 | Time: 1567.08 ms [2022-04-11 17:10:56 main:581] : INFO : Epoch 1599 | loss: 0.0311942 | val_loss: 0.0311905 | Time: 1566.95 ms [2022-04-11 17:10:57 main:581] : INFO : Epoch 1600 | loss: 0.0311951 | val_loss: 0.0311888 | Time: 1565.94 ms [2022-04-11 17:10:59 main:581] : INFO : Epoch 1601 | loss: 0.0311929 | val_loss: 0.0311884 | Time: 1566.48 ms [2022-04-11 17:11:01 main:581] : INFO : Epoch 1602 | loss: 0.0311922 | val_loss: 0.0311877 | Time: 1565.65 ms [2022-04-11 17:11:02 main:581] : INFO : Epoch 1603 | loss: 0.031194 | val_loss: 0.031189 | Time: 1568.63 ms [2022-04-11 17:11:04 main:581] : INFO : Epoch 1604 | loss: 0.0311937 | val_loss: 0.0311882 | Time: 1570.94 ms [2022-04-11 17:11:05 main:581] : INFO : Epoch 1605 | loss: 0.0311925 | val_loss: 0.0311884 | Time: 1568.33 ms [2022-04-11 17:11:07 main:581] : INFO : Epoch 1606 | loss: 0.0311933 | val_loss: 0.0311886 | Time: 1566.73 ms [2022-04-11 17:11:08 main:581] : INFO : Epoch 1607 | loss: 0.0311932 | val_loss: 0.0311878 | Time: 1564.93 ms [2022-04-11 17:11:10 main:581] : INFO : Epoch 1608 | loss: 0.0311922 | val_loss: 0.031189 | Time: 1576.49 ms [2022-04-11 17:11:12 main:581] : INFO : Epoch 1609 | loss: 0.0311934 | val_loss: 0.031188 | Time: 1585.08 ms [2022-04-11 17:11:13 main:581] : INFO : Epoch 1610 | loss: 0.0311924 | val_loss: 0.0311884 | Time: 1580.85 ms [2022-04-11 17:11:15 main:581] : INFO : Epoch 1611 | loss: 0.0311942 | val_loss: 0.0311901 | Time: 1563.26 ms [2022-04-11 17:11:16 main:581] : INFO : Epoch 1612 | loss: 0.0311951 | val_loss: 0.0311886 | Time: 1568.84 ms [2022-04-11 17:11:18 main:581] : INFO : Epoch 1613 | loss: 0.0311934 | val_loss: 0.0311908 | Time: 1568.52 ms [2022-04-11 17:11:19 main:581] : INFO : Epoch 1614 | loss: 0.031193 | val_loss: 0.0311887 | Time: 1570.59 ms [2022-04-11 17:11:21 main:581] : INFO : Epoch 1615 | loss: 0.0311925 | val_loss: 0.0311881 | Time: 1746.02 ms [2022-04-11 17:11:23 main:581] : INFO : Epoch 1616 | loss: 0.0311928 | val_loss: 0.0311888 | Time: 1570.31 ms [2022-04-11 17:11:24 main:581] : INFO : Epoch 1617 | loss: 0.0311938 | val_loss: 0.0311883 | Time: 1569.56 ms [2022-04-11 17:11:26 main:581] : INFO : Epoch 1618 | loss: 0.0311926 | val_loss: 0.0311883 | Time: 1571.86 ms [2022-04-11 17:11:27 main:581] : INFO : Epoch 1619 | loss: 0.031193 | val_loss: 0.0311879 | Time: 1575.52 ms [2022-04-11 17:11:29 main:581] : INFO : Epoch 1620 | loss: 0.0311924 | val_loss: 0.0311881 | Time: 1573.83 ms [2022-04-11 17:11:31 main:581] : INFO : Epoch 1621 | loss: 0.031193 | val_loss: 0.0311903 | Time: 1573.95 ms [2022-04-11 17:11:32 main:581] : INFO : Epoch 1622 | loss: 0.0311931 | val_loss: 0.0311884 | Time: 1571.46 ms [2022-04-11 17:11:34 main:581] : INFO : Epoch 1623 | loss: 0.0311928 | val_loss: 0.0311879 | Time: 1568.12 ms [2022-04-11 17:11:35 main:581] : INFO : Epoch 1624 | loss: 0.0311925 | val_loss: 0.0311893 | Time: 1569.85 ms [2022-04-11 17:11:37 main:581] : INFO : Epoch 1625 | loss: 0.031193 | val_loss: 0.0311879 | Time: 1572.07 ms [2022-04-11 17:11:38 main:581] : INFO : Epoch 1626 | loss: 0.0311923 | val_loss: 0.0311879 | Time: 1573.15 ms [2022-04-11 17:11:40 main:581] : INFO : Epoch 1627 | loss: 0.0311925 | val_loss: 0.0311907 | Time: 1572.77 ms [2022-04-11 17:11:42 main:581] : INFO : Epoch 1628 | loss: 0.031193 | val_loss: 0.0311925 | Time: 1572.77 ms [2022-04-11 17:11:43 main:581] : INFO : Epoch 1629 | loss: 0.031193 | val_loss: 0.0311885 | Time: 1570.71 ms [2022-04-11 17:11:45 main:581] : INFO : Epoch 1630 | loss: 0.031193 | val_loss: 0.0311892 | Time: 1571.3 ms [2022-04-11 17:11:46 main:581] : INFO : Epoch 1631 | loss: 0.0311926 | val_loss: 0.0311887 | Time: 1571.76 ms [2022-04-11 17:11:48 main:581] : INFO : Epoch 1632 | loss: 0.0311939 | val_loss: 0.0311886 | Time: 1572.07 ms [2022-04-11 17:11:49 main:581] : INFO : Epoch 1633 | loss: 0.0311935 | val_loss: 0.0311882 | Time: 1574.38 ms [2022-04-11 17:11:51 main:581] : INFO : Epoch 1634 | loss: 0.0311924 | val_loss: 0.0311887 | Time: 1576.58 ms [2022-04-11 17:11:53 main:581] : INFO : Epoch 1635 | loss: 0.0311925 | val_loss: 0.0311894 | Time: 1568.66 ms [2022-04-11 17:11:54 main:581] : INFO : Epoch 1636 | loss: 0.031193 | val_loss: 0.0311884 | Time: 1573.58 ms [2022-04-11 17:11:56 main:581] : INFO : Epoch 1637 | loss: 0.0311936 | val_loss: 0.0311877 | Time: 1572.51 ms [2022-04-11 17:11:57 main:581] : INFO : Epoch 1638 | loss: 0.031194 | val_loss: 0.0311888 | Time: 1573.68 ms [2022-04-11 17:11:59 main:581] : INFO : Epoch 1639 | loss: 0.0311947 | val_loss: 0.0311905 | Time: 1571.92 ms [2022-04-11 17:12:01 main:581] : INFO : Epoch 1640 | loss: 0.0311931 | val_loss: 0.0311879 | Time: 1578.68 ms [2022-04-11 17:12:02 main:581] : INFO : Epoch 1641 | loss: 0.0311926 | val_loss: 0.0311887 | Time: 1570.79 ms [2022-04-11 17:12:04 main:581] : INFO : Epoch 1642 | loss: 0.0311924 | val_loss: 0.0311895 | Time: 1569.71 ms [2022-04-11 17:12:05 main:581] : INFO : Epoch 1643 | loss: 0.0311927 | val_loss: 0.0311884 | Time: 1575 ms [2022-04-11 17:12:07 main:581] : INFO : Epoch 1644 | loss: 0.0311924 | val_loss: 0.031189 | Time: 1566.69 ms [2022-04-11 17:12:08 main:581] : INFO : Epoch 1645 | loss: 0.0311924 | val_loss: 0.0311882 | Time: 1567.13 ms [2022-04-11 17:12:10 main:581] : INFO : Epoch 1646 | loss: 0.0311924 | val_loss: 0.031189 | Time: 1567.79 ms [2022-04-11 17:12:11 main:581] : INFO : Epoch 1647 | loss: 0.0311931 | val_loss: 0.0311879 | Time: 1570.23 ms [2022-04-11 17:12:13 main:581] : INFO : Epoch 1648 | loss: 0.0311923 | val_loss: 0.0311881 | Time: 1570.09 ms [2022-04-11 17:12:15 main:581] : INFO : Epoch 1649 | loss: 0.0311926 | val_loss: 0.0311915 | Time: 1567.29 ms [2022-04-11 17:12:16 main:581] : INFO : Epoch 1650 | loss: 0.0311936 | val_loss: 0.0311879 | Time: 1569.39 ms [2022-04-11 17:12:18 main:581] : INFO : Epoch 1651 | loss: 0.0311927 | val_loss: 0.0311878 | Time: 1570.32 ms [2022-04-11 17:12:19 main:581] : INFO : Epoch 1652 | loss: 0.0311928 | val_loss: 0.0311882 | Time: 1569.14 ms [2022-04-11 17:12:21 main:581] : INFO : Epoch 1653 | loss: 0.0311928 | val_loss: 0.0311883 | Time: 1572.28 ms [2022-04-11 17:12:22 main:581] : INFO : Epoch 1654 | loss: 0.0311933 | val_loss: 0.0311893 | Time: 1568.23 ms [2022-04-11 17:12:24 main:581] : INFO : Epoch 1655 | loss: 0.0311925 | val_loss: 0.0311881 | Time: 1578.47 ms [2022-04-11 17:12:26 main:581] : INFO : Epoch 1656 | loss: 0.0311925 | val_loss: 0.031189 | Time: 1658.77 ms [2022-04-11 17:12:27 main:581] : INFO : Epoch 1657 | loss: 0.031193 | val_loss: 0.0311879 | Time: 1572.23 ms [2022-04-11 17:12:29 main:581] : INFO : Epoch 1658 | loss: 0.0311924 | val_loss: 0.0311881 | Time: 1571.54 ms [2022-04-11 17:12:30 main:581] : INFO : Epoch 1659 | loss: 0.0311927 | val_loss: 0.0311882 | Time: 1578.88 ms [2022-04-11 17:12:32 main:581] : INFO : Epoch 1660 | loss: 0.0311923 | val_loss: 0.0311886 | Time: 1573.5 ms [2022-04-11 17:12:34 main:581] : INFO : Epoch 1661 | loss: 0.0311931 | val_loss: 0.031188 | Time: 1574.46 ms [2022-04-11 17:12:35 main:581] : INFO : Epoch 1662 | loss: 0.0311926 | val_loss: 0.0311885 | Time: 1576.24 ms [2022-04-11 17:12:37 main:581] : INFO : Epoch 1663 | loss: 0.0311928 | val_loss: 0.0311881 | Time: 1572.36 ms [2022-04-11 17:12:38 main:581] : INFO : Epoch 1664 | loss: 0.0311921 | val_loss: 0.0311882 | Time: 1572.67 ms [2022-04-11 17:12:40 main:581] : INFO : Epoch 1665 | loss: 0.0311928 | val_loss: 0.0311884 | Time: 1570.15 ms [2022-04-11 17:12:41 main:581] : INFO : Epoch 1666 | loss: 0.0311925 | val_loss: 0.0311881 | Time: 1574.95 ms [2022-04-11 17:12:43 main:581] : INFO : Epoch 1667 | loss: 0.031193 | val_loss: 0.0311892 | Time: 1569.79 ms [2022-04-11 17:12:45 main:581] : INFO : Epoch 1668 | loss: 0.0311931 | val_loss: 0.0311879 | Time: 1570.99 ms [2022-04-11 17:12:46 main:581] : INFO : Epoch 1669 | loss: 0.0311942 | val_loss: 0.0311918 | Time: 1570.97 ms [2022-04-11 17:12:48 main:581] : INFO : Epoch 1670 | loss: 0.0311939 | val_loss: 0.0311885 | Time: 1570 ms [2022-04-11 17:12:49 main:581] : INFO : Epoch 1671 | loss: 0.0311929 | val_loss: 0.031189 | Time: 1569.78 ms [2022-04-11 17:12:51 main:581] : INFO : Epoch 1672 | loss: 0.031193 | val_loss: 0.0311891 | Time: 1571.86 ms [2022-04-11 17:12:52 main:581] : INFO : Epoch 1673 | loss: 0.0311926 | val_loss: 0.0311888 | Time: 1568.94 ms [2022-04-11 17:12:54 main:581] : INFO : Epoch 1674 | loss: 0.0311927 | val_loss: 0.0311895 | Time: 1568.26 ms [2022-04-11 17:12:56 main:581] : INFO : Epoch 1675 | loss: 0.031193 | val_loss: 0.0311877 | Time: 1571.32 ms [2022-04-11 17:12:57 main:581] : INFO : Epoch 1676 | loss: 0.0311922 | val_loss: 0.031188 | Time: 1579.32 ms [2022-04-11 17:12:59 main:581] : INFO : Epoch 1677 | loss: 0.0311921 | val_loss: 0.0311877 | Time: 1566.74 ms [2022-04-11 17:13:01 main:581] : INFO : Epoch 1678 | loss: 0.0311929 | val_loss: 0.0311884 | Time: 1952.28 ms [2022-04-11 17:13:03 main:581] : INFO : Epoch 1679 | loss: 0.0311923 | val_loss: 0.0311878 | Time: 1897.03 ms [2022-04-11 17:13:04 main:581] : INFO : Epoch 1680 | loss: 0.0311922 | val_loss: 0.0311878 | Time: 1578.26 ms [2022-04-11 17:13:06 main:581] : INFO : Epoch 1681 | loss: 0.0311925 | val_loss: 0.031188 | Time: 1567.23 ms [2022-04-11 17:13:07 main:581] : INFO : Epoch 1682 | loss: 0.0311923 | val_loss: 0.031188 | Time: 1566.69 ms [2022-04-11 17:13:09 main:581] : INFO : Epoch 1683 | loss: 0.0311919 | val_loss: 0.0311887 | Time: 1565.12 ms [2022-04-11 17:13:11 main:581] : INFO : Epoch 1684 | loss: 0.0311928 | val_loss: 0.0311894 | Time: 1679.83 ms [2022-04-11 17:13:12 main:581] : INFO : Epoch 1685 | loss: 0.0311938 | val_loss: 0.031189 | Time: 1534.57 ms [2022-04-11 17:13:14 main:581] : INFO : Epoch 1686 | loss: 0.0311931 | val_loss: 0.0311887 | Time: 1535.97 ms [2022-04-11 17:13:15 main:581] : INFO : Epoch 1687 | loss: 0.031193 | val_loss: 0.0311904 | Time: 1592.41 ms [2022-04-11 17:13:17 main:581] : INFO : Epoch 1688 | loss: 0.0311941 | val_loss: 0.0311915 | Time: 1558.64 ms [2022-04-11 17:13:18 main:581] : INFO : Epoch 1689 | loss: 0.0311971 | val_loss: 0.0312214 | Time: 1587.59 ms [2022-04-11 17:13:20 main:581] : INFO : Epoch 1690 | loss: 0.0317128 | val_loss: 0.0315561 | Time: 1572.03 ms [2022-04-11 17:13:21 main:581] : INFO : Epoch 1691 | loss: 0.0315178 | val_loss: 0.0314805 | Time: 1569.82 ms [2022-04-11 17:13:23 main:581] : INFO : Epoch 1692 | loss: 0.0312686 | val_loss: 0.0312138 | Time: 1572.76 ms [2022-04-11 17:13:25 main:581] : INFO : Epoch 1693 | loss: 0.0312062 | val_loss: 0.0311898 | Time: 1569.24 ms [2022-04-11 17:13:26 main:581] : INFO : Epoch 1694 | loss: 0.0311972 | val_loss: 0.0311946 | Time: 1583.16 ms [2022-04-11 17:13:28 main:581] : INFO : Epoch 1695 | loss: 0.0311951 | val_loss: 0.0311883 | Time: 1579.88 ms [2022-04-11 17:13:29 main:581] : INFO : Epoch 1696 | loss: 0.0311927 | val_loss: 0.0311906 | Time: 1571.26 ms [2022-04-11 17:13:31 main:581] : INFO : Epoch 1697 | loss: 0.0311937 | val_loss: 0.0311881 | Time: 1575.13 ms [2022-04-11 17:13:33 main:581] : INFO : Epoch 1698 | loss: 0.0311925 | val_loss: 0.0311896 | Time: 1579.36 ms [2022-04-11 17:13:34 main:581] : INFO : Epoch 1699 | loss: 0.031193 | val_loss: 0.031188 | Time: 1570.14 ms [2022-04-11 17:13:36 main:581] : INFO : Epoch 1700 | loss: 0.0311927 | val_loss: 0.0311914 | Time: 1581.2 ms [2022-04-11 17:13:37 main:581] : INFO : Epoch 1701 | loss: 0.0311932 | val_loss: 0.0311896 | Time: 1581.39 ms [2022-04-11 17:13:39 main:581] : INFO : Epoch 1702 | loss: 0.0311932 | val_loss: 0.0311913 | Time: 1574.26 ms [2022-04-11 17:13:40 main:581] : INFO : Epoch 1703 | loss: 0.0311946 | val_loss: 0.0311893 | Time: 1572.63 ms [2022-04-11 17:13:42 main:581] : INFO : Epoch 1704 | loss: 0.0311932 | val_loss: 0.0311926 | Time: 1572.32 ms [2022-04-11 17:13:44 main:581] : INFO : Epoch 1705 | loss: 0.0311938 | val_loss: 0.0311888 | Time: 1570.15 ms [2022-04-11 17:13:45 main:581] : INFO : Epoch 1706 | loss: 0.0311926 | val_loss: 0.0311889 | Time: 1574.06 ms [2022-04-11 17:13:47 main:581] : INFO : Epoch 1707 | loss: 0.0311929 | val_loss: 0.0311877 | Time: 1575.35 ms [2022-04-11 17:13:48 main:581] : INFO : Epoch 1708 | loss: 0.0311928 | val_loss: 0.0311886 | Time: 1575.25 ms [2022-04-11 17:13:50 main:581] : INFO : Epoch 1709 | loss: 0.0311937 | val_loss: 0.0311893 | Time: 1576.51 ms [2022-04-11 17:13:51 main:581] : INFO : Epoch 1710 | loss: 0.0311939 | val_loss: 0.031188 | Time: 1598.33 ms [2022-04-11 17:13:53 main:581] : INFO : Epoch 1711 | loss: 0.0311933 | val_loss: 0.0311896 | Time: 1580.15 ms [2022-04-11 17:13:55 main:581] : INFO : Epoch 1712 | loss: 0.0311928 | val_loss: 0.0311879 | Time: 1577.57 ms [2022-04-11 17:13:56 main:581] : INFO : Epoch 1713 | loss: 0.0311921 | val_loss: 0.0311896 | Time: 1586.73 ms [2022-04-11 17:13:58 main:581] : INFO : Epoch 1714 | loss: 0.031194 | val_loss: 0.0311909 | Time: 1576.61 ms [2022-04-11 17:14:00 main:581] : INFO : Epoch 1715 | loss: 0.0311941 | val_loss: 0.0311879 | Time: 1799.89 ms [2022-04-11 17:14:01 main:581] : INFO : Epoch 1716 | loss: 0.0311935 | val_loss: 0.0311879 | Time: 1574.93 ms [2022-04-11 17:14:03 main:581] : INFO : Epoch 1717 | loss: 0.0311937 | val_loss: 0.0311906 | Time: 1575.09 ms [2022-04-11 17:14:04 main:581] : INFO : Epoch 1718 | loss: 0.0311935 | val_loss: 0.031189 | Time: 1578.79 ms [2022-04-11 17:14:06 main:581] : INFO : Epoch 1719 | loss: 0.0311929 | val_loss: 0.0311879 | Time: 1572.36 ms [2022-04-11 17:14:07 main:581] : INFO : Epoch 1720 | loss: 0.0311926 | val_loss: 0.0311878 | Time: 1577.49 ms [2022-04-11 17:14:09 main:581] : INFO : Epoch 1721 | loss: 0.0311924 | val_loss: 0.0311883 | Time: 1575.97 ms [2022-04-11 17:14:11 main:581] : INFO : Epoch 1722 | loss: 0.0311927 | val_loss: 0.0311887 | Time: 1575.24 ms [2022-04-11 17:14:12 main:581] : INFO : Epoch 1723 | loss: 0.0311924 | val_loss: 0.031188 | Time: 1574.18 ms [2022-04-11 17:14:14 main:581] : INFO : Epoch 1724 | loss: 0.0311924 | val_loss: 0.031188 | Time: 1575.27 ms [2022-04-11 17:14:15 main:581] : INFO : Epoch 1725 | loss: 0.0311927 | val_loss: 0.031188 | Time: 1581.11 ms [2022-04-11 17:14:17 main:581] : INFO : Epoch 1726 | loss: 0.0311926 | val_loss: 0.031188 | Time: 1572.82 ms [2022-04-11 17:14:18 main:581] : INFO : Epoch 1727 | loss: 0.031192 | val_loss: 0.0311901 | Time: 1573.67 ms [2022-04-11 17:14:20 main:581] : INFO : Epoch 1728 | loss: 0.0311935 | val_loss: 0.0311881 | Time: 1568.07 ms [2022-04-11 17:14:22 main:581] : INFO : Epoch 1729 | loss: 0.0311937 | val_loss: 0.0311919 | Time: 1570.51 ms [2022-04-11 17:14:23 main:581] : INFO : Epoch 1730 | loss: 0.031193 | val_loss: 0.0311877 | Time: 1571.75 ms [2022-04-11 17:14:25 main:581] : INFO : Epoch 1731 | loss: 0.031192 | val_loss: 0.031189 | Time: 1572.64 ms [2022-04-11 17:14:26 main:581] : INFO : Epoch 1732 | loss: 0.0311924 | val_loss: 0.0311878 | Time: 1612.58 ms [2022-04-11 17:14:28 main:581] : INFO : Epoch 1733 | loss: 0.0311925 | val_loss: 0.0311877 | Time: 1574.73 ms [2022-04-11 17:14:30 main:581] : INFO : Epoch 1734 | loss: 0.031192 | val_loss: 0.0311877 | Time: 1573.65 ms [2022-04-11 17:14:31 main:581] : INFO : Epoch 1735 | loss: 0.0311922 | val_loss: 0.0311879 | Time: 1573.1 ms [2022-04-11 17:14:33 main:581] : INFO : Epoch 1736 | loss: 0.0311923 | val_loss: 0.0311883 | Time: 1573.88 ms [2022-04-11 17:14:34 main:581] : INFO : Epoch 1737 | loss: 0.0311936 | val_loss: 0.0311881 | Time: 1571.22 ms [2022-04-11 17:14:36 main:581] : INFO : Epoch 1738 | loss: 0.0311932 | val_loss: 0.0311905 | Time: 1570.46 ms [2022-04-11 17:14:37 main:581] : INFO : Epoch 1739 | loss: 0.0311928 | val_loss: 0.0311882 | Time: 1570.45 ms [2022-04-11 17:14:39 main:581] : INFO : Epoch 1740 | loss: 0.0311924 | val_loss: 0.0311895 | Time: 1570.98 ms [2022-04-11 17:14:41 main:581] : INFO : Epoch 1741 | loss: 0.0311926 | val_loss: 0.0311887 | Time: 1570.02 ms [2022-04-11 17:14:42 main:581] : INFO : Epoch 1742 | loss: 0.0311925 | val_loss: 0.0311884 | Time: 1572.75 ms [2022-04-11 17:14:44 main:581] : INFO : Epoch 1743 | loss: 0.0311934 | val_loss: 0.0311889 | Time: 1568.73 ms [2022-04-11 17:14:45 main:581] : INFO : Epoch 1744 | loss: 0.0311933 | val_loss: 0.0311879 | Time: 1571.23 ms [2022-04-11 17:14:47 main:581] : INFO : Epoch 1745 | loss: 0.0311923 | val_loss: 0.0311881 | Time: 1570.86 ms [2022-04-11 17:14:48 main:581] : INFO : Epoch 1746 | loss: 0.0311927 | val_loss: 0.0311881 | Time: 1574.46 ms [2022-04-11 17:14:50 main:581] : INFO : Epoch 1747 | loss: 0.0311946 | val_loss: 0.0311883 | Time: 1575.48 ms [2022-04-11 17:14:52 main:581] : INFO : Epoch 1748 | loss: 0.0311937 | val_loss: 0.0311882 | Time: 1576.54 ms [2022-04-11 17:14:53 main:581] : INFO : Epoch 1749 | loss: 0.0311923 | val_loss: 0.0311889 | Time: 1571.96 ms [2022-04-11 17:14:55 main:581] : INFO : Epoch 1750 | loss: 0.0311925 | val_loss: 0.0311879 | Time: 1569.94 ms [2022-04-11 17:14:56 main:581] : INFO : Epoch 1751 | loss: 0.0311928 | val_loss: 0.0311881 | Time: 1571.53 ms [2022-04-11 17:14:58 main:581] : INFO : Epoch 1752 | loss: 0.0311923 | val_loss: 0.0311888 | Time: 1834.83 ms [2022-04-11 17:15:00 main:581] : INFO : Epoch 1753 | loss: 0.0311922 | val_loss: 0.0311884 | Time: 1567.83 ms [2022-04-11 17:15:01 main:581] : INFO : Epoch 1754 | loss: 0.0311928 | val_loss: 0.0311888 | Time: 1570.97 ms [2022-04-11 17:15:03 main:581] : INFO : Epoch 1755 | loss: 0.0311931 | val_loss: 0.0311886 | Time: 1609.37 ms [2022-04-11 17:15:04 main:581] : INFO : Epoch 1756 | loss: 0.0311925 | val_loss: 0.0311888 | Time: 1613.48 ms [2022-04-11 17:15:06 main:581] : INFO : Epoch 1757 | loss: 0.0311924 | val_loss: 0.0311884 | Time: 1572.87 ms [2022-04-11 17:15:08 main:581] : INFO : Epoch 1758 | loss: 0.0311924 | val_loss: 0.0311885 | Time: 1572.2 ms [2022-04-11 17:15:09 main:581] : INFO : Epoch 1759 | loss: 0.0311929 | val_loss: 0.0311877 | Time: 1570.06 ms [2022-04-11 17:15:11 main:581] : INFO : Epoch 1760 | loss: 0.0311924 | val_loss: 0.0311899 | Time: 1574 ms [2022-04-11 17:15:13 main:581] : INFO : Epoch 1761 | loss: 0.0311926 | val_loss: 0.0311886 | Time: 1976.75 ms [2022-04-11 17:15:14 main:581] : INFO : Epoch 1762 | loss: 0.0311922 | val_loss: 0.031188 | Time: 1594.41 ms [2022-04-11 17:15:16 main:581] : INFO : Epoch 1763 | loss: 0.0311927 | val_loss: 0.0311891 | Time: 1570.75 ms [2022-04-11 17:15:17 main:581] : INFO : Epoch 1764 | loss: 0.0311936 | val_loss: 0.03119 | Time: 1574.03 ms [2022-04-11 17:15:19 main:581] : INFO : Epoch 1765 | loss: 0.0311938 | val_loss: 0.0311895 | Time: 1605.78 ms [2022-04-11 17:15:21 main:581] : INFO : Epoch 1766 | loss: 0.0311933 | val_loss: 0.0311889 | Time: 1608.56 ms [2022-04-11 17:15:22 main:581] : INFO : Epoch 1767 | loss: 0.0311932 | val_loss: 0.0311882 | Time: 1699.55 ms [2022-04-11 17:15:24 main:581] : INFO : Epoch 1768 | loss: 0.0311932 | val_loss: 0.0311897 | Time: 1576.3 ms [2022-04-11 17:15:26 main:581] : INFO : Epoch 1769 | loss: 0.0311925 | val_loss: 0.0311878 | Time: 1573.48 ms [2022-04-11 17:15:27 main:581] : INFO : Epoch 1770 | loss: 0.0311924 | val_loss: 0.0311883 | Time: 1659.45 ms [2022-04-11 17:15:29 main:581] : INFO : Epoch 1771 | loss: 0.0311924 | val_loss: 0.0311883 | Time: 1586.54 ms [2022-04-11 17:15:30 main:581] : INFO : Epoch 1772 | loss: 0.0311923 | val_loss: 0.0311878 | Time: 1634.41 ms [2022-04-11 17:15:32 main:581] : INFO : Epoch 1773 | loss: 0.0311921 | val_loss: 0.0311878 | Time: 1575.27 ms [2022-04-11 17:15:34 main:581] : INFO : Epoch 1774 | loss: 0.0311924 | val_loss: 0.0311879 | Time: 1574.54 ms [2022-04-11 17:15:35 main:581] : INFO : Epoch 1775 | loss: 0.0311924 | val_loss: 0.0311879 | Time: 1572.24 ms [2022-04-11 17:15:37 main:581] : INFO : Epoch 1776 | loss: 0.0311928 | val_loss: 0.03119 | Time: 1583.91 ms [2022-04-11 17:15:38 main:581] : INFO : Epoch 1777 | loss: 0.0311928 | val_loss: 0.0311891 | Time: 1574.58 ms [2022-04-11 17:15:40 main:581] : INFO : Epoch 1778 | loss: 0.0311923 | val_loss: 0.031188 | Time: 1573.68 ms [2022-04-11 17:15:41 main:581] : INFO : Epoch 1779 | loss: 0.0311922 | val_loss: 0.0311886 | Time: 1571.39 ms [2022-04-11 17:15:43 main:581] : INFO : Epoch 1780 | loss: 0.0311931 | val_loss: 0.0311927 | Time: 1573.02 ms [2022-04-11 17:15:45 main:581] : INFO : Epoch 1781 | loss: 0.0311945 | val_loss: 0.0311891 | Time: 1575.77 ms [2022-04-11 17:15:46 main:581] : INFO : Epoch 1782 | loss: 0.0311937 | val_loss: 0.0311906 | Time: 1571.51 ms [2022-04-11 17:15:48 main:581] : INFO : Epoch 1783 | loss: 0.0311938 | val_loss: 0.0311893 | Time: 1570.6 ms [2022-04-11 17:15:49 main:581] : INFO : Epoch 1784 | loss: 0.0311931 | val_loss: 0.0311898 | Time: 1569.03 ms [2022-04-11 17:15:51 main:581] : INFO : Epoch 1785 | loss: 0.0311932 | val_loss: 0.0311894 | Time: 1573.09 ms [2022-04-11 17:15:52 main:581] : INFO : Epoch 1786 | loss: 0.0311928 | val_loss: 0.0311879 | Time: 1569.65 ms [2022-04-11 17:15:54 main:581] : INFO : Epoch 1787 | loss: 0.0311934 | val_loss: 0.0311882 | Time: 1569.81 ms [2022-04-11 17:15:56 main:581] : INFO : Epoch 1788 | loss: 0.0311927 | val_loss: 0.0311887 | Time: 1570.43 ms [2022-04-11 17:15:57 main:581] : INFO : Epoch 1789 | loss: 0.0311924 | val_loss: 0.0311882 | Time: 1571.4 ms [2022-04-11 17:15:59 main:581] : INFO : Epoch 1790 | loss: 0.0311922 | val_loss: 0.0311877 | Time: 1572.23 ms [2022-04-11 17:16:00 main:581] : INFO : Epoch 1791 | loss: 0.0311923 | val_loss: 0.0311882 | Time: 1573.61 ms [2022-04-11 17:16:02 main:581] : INFO : Epoch 1792 | loss: 0.0311926 | val_loss: 0.031188 | Time: 1572.7 ms [2022-04-11 17:16:03 main:581] : INFO : Epoch 1793 | loss: 0.0311924 | val_loss: 0.0311884 | Time: 1575.14 ms [2022-04-11 17:16:05 main:581] : INFO : Epoch 1794 | loss: 0.0311922 | val_loss: 0.0311878 | Time: 1577.62 ms [2022-04-11 17:16:07 main:581] : INFO : Epoch 1795 | loss: 0.0311924 | val_loss: 0.0311882 | Time: 1568.6 ms [2022-04-11 17:16:08 main:581] : INFO : Epoch 1796 | loss: 0.0311922 | val_loss: 0.0311877 | Time: 1569.99 ms [2022-04-11 17:16:10 main:581] : INFO : Epoch 1797 | loss: 0.0311922 | val_loss: 0.0311881 | Time: 1569.32 ms [2022-04-11 17:16:11 main:581] : INFO : Epoch 1798 | loss: 0.0311922 | val_loss: 0.0311877 | Time: 1572.55 ms [2022-04-11 17:16:13 main:581] : INFO : Epoch 1799 | loss: 0.0311925 | val_loss: 0.0311877 | Time: 1573.6 ms [2022-04-11 17:16:14 main:581] : INFO : Epoch 1800 | loss: 0.0311925 | val_loss: 0.0311879 | Time: 1571.88 ms [2022-04-11 17:16:16 main:581] : INFO : Epoch 1801 | loss: 0.0311925 | val_loss: 0.0311884 | Time: 1570.27 ms [2022-04-11 17:16:18 main:581] : INFO : Epoch 1802 | loss: 0.0311922 | val_loss: 0.0311879 | Time: 1574.3 ms [2022-04-11 17:16:19 main:581] : INFO : Epoch 1803 | loss: 0.0311925 | val_loss: 0.0311912 | Time: 1568.87 ms [2022-04-11 17:16:21 main:581] : INFO : Epoch 1804 | loss: 0.0311936 | val_loss: 0.0311889 | Time: 1569.55 ms [2022-04-11 17:16:22 main:581] : INFO : Epoch 1805 | loss: 0.0311925 | val_loss: 0.0311886 | Time: 1571.91 ms [2022-04-11 17:16:24 main:581] : INFO : Epoch 1806 | loss: 0.0311923 | val_loss: 0.0311879 | Time: 1568.33 ms [2022-04-11 17:16:25 main:581] : INFO : Epoch 1807 | loss: 0.0311925 | val_loss: 0.0311884 | Time: 1566.12 ms [2022-04-11 17:16:27 main:581] : INFO : Epoch 1808 | loss: 0.0311922 | val_loss: 0.0311902 | Time: 1794.81 ms [2022-04-11 17:16:29 main:581] : INFO : Epoch 1809 | loss: 0.0311937 | val_loss: 0.0311891 | Time: 1569.04 ms [2022-04-11 17:16:30 main:581] : INFO : Epoch 1810 | loss: 0.0311926 | val_loss: 0.0311879 | Time: 1569.48 ms [2022-04-11 17:16:32 main:581] : INFO : Epoch 1811 | loss: 0.0311928 | val_loss: 0.0311908 | Time: 1568.85 ms [2022-04-11 17:16:34 main:581] : INFO : Epoch 1812 | loss: 0.0311933 | val_loss: 0.031189 | Time: 1569.46 ms [2022-04-11 17:16:35 main:581] : INFO : Epoch 1813 | loss: 0.0311925 | val_loss: 0.031188 | Time: 1568.61 ms [2022-04-11 17:16:37 main:581] : INFO : Epoch 1814 | loss: 0.0311923 | val_loss: 0.0311879 | Time: 1568.6 ms [2022-04-11 17:16:38 main:581] : INFO : Epoch 1815 | loss: 0.0311921 | val_loss: 0.0311878 | Time: 1568.88 ms [2022-04-11 17:16:40 main:581] : INFO : Epoch 1816 | loss: 0.0311924 | val_loss: 0.0311878 | Time: 1571.28 ms [2022-04-11 17:16:41 main:581] : INFO : Epoch 1817 | loss: 0.0311942 | val_loss: 0.031189 | Time: 1572.6 ms [2022-04-11 17:16:43 main:581] : INFO : Epoch 1818 | loss: 0.0311947 | val_loss: 0.0311879 | Time: 1530.76 ms [2022-04-11 17:16:44 main:581] : INFO : Epoch 1819 | loss: 0.0311926 | val_loss: 0.0311888 | Time: 1530.04 ms [2022-04-11 17:16:46 main:581] : INFO : Epoch 1820 | loss: 0.0311926 | val_loss: 0.0311884 | Time: 1629.94 ms [2022-04-11 17:16:48 main:581] : INFO : Epoch 1821 | loss: 0.0311931 | val_loss: 0.0311879 | Time: 1770.56 ms [2022-04-11 17:16:49 main:581] : INFO : Epoch 1822 | loss: 0.0311931 | val_loss: 0.031189 | Time: 1623.71 ms [2022-04-11 17:16:51 main:581] : INFO : Epoch 1823 | loss: 0.0311924 | val_loss: 0.0311882 | Time: 1574.27 ms [2022-04-11 17:16:53 main:581] : INFO : Epoch 1824 | loss: 0.0311924 | val_loss: 0.0311889 | Time: 1571.51 ms [2022-04-11 17:16:54 main:581] : INFO : Epoch 1825 | loss: 0.0311932 | val_loss: 0.0311886 | Time: 1573.58 ms [2022-04-11 17:16:56 main:581] : INFO : Epoch 1826 | loss: 0.0311938 | val_loss: 0.0311878 | Time: 1573.37 ms [2022-04-11 17:16:57 main:581] : INFO : Epoch 1827 | loss: 0.0311924 | val_loss: 0.0311884 | Time: 1571.91 ms [2022-04-11 17:16:59 main:581] : INFO : Epoch 1828 | loss: 0.0311924 | val_loss: 0.0311884 | Time: 1567.92 ms [2022-04-11 17:17:00 main:581] : INFO : Epoch 1829 | loss: 0.0311923 | val_loss: 0.0311881 | Time: 1571.63 ms [2022-04-11 17:17:02 main:581] : INFO : Epoch 1830 | loss: 0.031192 | val_loss: 0.0311883 | Time: 1569.64 ms [2022-04-11 17:17:04 main:581] : INFO : Epoch 1831 | loss: 0.0311933 | val_loss: 0.03119 | Time: 1572.73 ms [2022-04-11 17:17:05 main:581] : INFO : Epoch 1832 | loss: 0.0311935 | val_loss: 0.0311902 | Time: 1571.92 ms [2022-04-11 17:17:07 main:581] : INFO : Epoch 1833 | loss: 0.031193 | val_loss: 0.0311892 | Time: 1566.67 ms [2022-04-11 17:17:08 main:581] : INFO : Epoch 1834 | loss: 0.0311935 | val_loss: 0.0311887 | Time: 1585.21 ms [2022-04-11 17:17:10 main:581] : INFO : Epoch 1835 | loss: 0.0311932 | val_loss: 0.031188 | Time: 1569.73 ms [2022-04-11 17:17:11 main:581] : INFO : Epoch 1836 | loss: 0.0311935 | val_loss: 0.0311879 | Time: 1580.14 ms [2022-04-11 17:17:13 main:581] : INFO : Epoch 1837 | loss: 0.0311944 | val_loss: 0.031191 | Time: 1627.57 ms [2022-04-11 17:17:15 main:581] : INFO : Epoch 1838 | loss: 0.0311941 | val_loss: 0.0311879 | Time: 1573.66 ms [2022-04-11 17:17:16 main:581] : INFO : Epoch 1839 | loss: 0.0311937 | val_loss: 0.0311894 | Time: 1575.72 ms [2022-04-11 17:17:18 main:581] : INFO : Epoch 1840 | loss: 0.031194 | val_loss: 0.0311881 | Time: 1567.81 ms [2022-04-11 17:17:19 main:581] : INFO : Epoch 1841 | loss: 0.0311925 | val_loss: 0.0311893 | Time: 1569.41 ms [2022-04-11 17:17:21 main:581] : INFO : Epoch 1842 | loss: 0.0311931 | val_loss: 0.0311885 | Time: 1571.23 ms [2022-04-11 17:17:23 main:581] : INFO : Epoch 1843 | loss: 0.0311925 | val_loss: 0.0311878 | Time: 1873.83 ms [2022-04-11 17:17:24 main:581] : INFO : Epoch 1844 | loss: 0.0311928 | val_loss: 0.0311888 | Time: 1568.01 ms [2022-04-11 17:17:26 main:581] : INFO : Epoch 1845 | loss: 0.0311931 | val_loss: 0.0311923 | Time: 1567.52 ms [2022-04-11 17:17:28 main:581] : INFO : Epoch 1846 | loss: 0.0311966 | val_loss: 0.0311938 | Time: 1569.82 ms [2022-04-11 17:17:29 main:581] : INFO : Epoch 1847 | loss: 0.0311944 | val_loss: 0.0311885 | Time: 1571.85 ms [2022-04-11 17:17:31 main:581] : INFO : Epoch 1848 | loss: 0.031193 | val_loss: 0.0311879 | Time: 1565.37 ms [2022-04-11 17:17:32 main:581] : INFO : Epoch 1849 | loss: 0.0311927 | val_loss: 0.0311892 | Time: 1569.79 ms [2022-04-11 17:17:34 main:581] : INFO : Epoch 1850 | loss: 0.0311925 | val_loss: 0.0311879 | Time: 1566.73 ms [2022-04-11 17:17:35 main:581] : INFO : Epoch 1851 | loss: 0.0311927 | val_loss: 0.0311883 | Time: 1565.8 ms [2022-04-11 17:17:37 main:581] : INFO : Epoch 1852 | loss: 0.0311928 | val_loss: 0.0311883 | Time: 1568.64 ms [2022-04-11 17:17:39 main:581] : INFO : Epoch 1853 | loss: 0.0311926 | val_loss: 0.0311886 | Time: 2020.27 ms [2022-04-11 17:17:41 main:581] : INFO : Epoch 1854 | loss: 0.0311931 | val_loss: 0.0311897 | Time: 1567.59 ms [2022-04-11 17:17:42 main:581] : INFO : Epoch 1855 | loss: 0.0311932 | val_loss: 0.0311903 | Time: 1566.96 ms [2022-04-11 17:17:44 main:581] : INFO : Epoch 1856 | loss: 0.0311931 | val_loss: 0.0311893 | Time: 1568.33 ms [2022-04-11 17:17:45 main:581] : INFO : Epoch 1857 | loss: 0.0311929 | val_loss: 0.0311901 | Time: 1587.61 ms [2022-04-11 17:17:47 main:581] : INFO : Epoch 1858 | loss: 0.0311934 | val_loss: 0.0311919 | Time: 1954.58 ms [2022-04-11 17:17:49 main:581] : INFO : Epoch 1859 | loss: 0.0311944 | val_loss: 0.0311928 | Time: 1568.74 ms [2022-04-11 17:17:50 main:581] : INFO : Epoch 1860 | loss: 0.0311927 | val_loss: 0.0311881 | Time: 1569.44 ms [2022-04-11 17:17:52 main:581] : INFO : Epoch 1861 | loss: 0.0311922 | val_loss: 0.0311877 | Time: 1564.62 ms [2022-04-11 17:17:53 main:581] : INFO : Epoch 1862 | loss: 0.0311922 | val_loss: 0.0311878 | Time: 1568.32 ms [2022-04-11 17:17:55 main:581] : INFO : Epoch 1863 | loss: 0.031192 | val_loss: 0.0311877 | Time: 1573.27 ms [2022-04-11 17:17:57 main:581] : INFO : Epoch 1864 | loss: 0.0311928 | val_loss: 0.0311878 | Time: 1567.22 ms [2022-04-11 17:17:58 main:581] : INFO : Epoch 1865 | loss: 0.0311924 | val_loss: 0.0311888 | Time: 1567.08 ms [2022-04-11 17:18:00 main:581] : INFO : Epoch 1866 | loss: 0.0311924 | val_loss: 0.0311882 | Time: 1568.43 ms [2022-04-11 17:18:01 main:581] : INFO : Epoch 1867 | loss: 0.0311924 | val_loss: 0.0311879 | Time: 1568.02 ms [2022-04-11 17:18:03 main:581] : INFO : Epoch 1868 | loss: 0.0311924 | val_loss: 0.0311887 | Time: 1567.16 ms [2022-04-11 17:18:04 main:581] : INFO : Epoch 1869 | loss: 0.0311926 | val_loss: 0.0311878 | Time: 1591.42 ms [2022-04-11 17:18:06 main:581] : INFO : Epoch 1870 | loss: 0.0311924 | val_loss: 0.031188 | Time: 1568.93 ms [2022-04-11 17:18:08 main:581] : INFO : Epoch 1871 | loss: 0.0311934 | val_loss: 0.0311906 | Time: 1594.29 ms [2022-04-11 17:18:09 main:581] : INFO : Epoch 1872 | loss: 0.0311929 | val_loss: 0.0311885 | Time: 1568.67 ms [2022-04-11 17:18:11 main:581] : INFO : Epoch 1873 | loss: 0.0311931 | val_loss: 0.031189 | Time: 1566.72 ms [2022-04-11 17:18:12 main:581] : INFO : Epoch 1874 | loss: 0.0311927 | val_loss: 0.0311888 | Time: 1567.12 ms [2022-04-11 17:18:14 main:581] : INFO : Epoch 1875 | loss: 0.0311927 | val_loss: 0.0311887 | Time: 1564.51 ms [2022-04-11 17:18:15 main:581] : INFO : Epoch 1876 | loss: 0.0311929 | val_loss: 0.0311881 | Time: 1571.24 ms [2022-04-11 17:18:17 main:581] : INFO : Epoch 1877 | loss: 0.031193 | val_loss: 0.0311891 | Time: 1676.21 ms [2022-04-11 17:18:19 main:581] : INFO : Epoch 1878 | loss: 0.0311925 | val_loss: 0.0311884 | Time: 1566.86 ms [2022-04-11 17:18:20 main:581] : INFO : Epoch 1879 | loss: 0.0311924 | val_loss: 0.0311888 | Time: 1689.89 ms [2022-04-11 17:18:22 main:581] : INFO : Epoch 1880 | loss: 0.0311927 | val_loss: 0.0311904 | Time: 1569.9 ms [2022-04-11 17:18:24 main:581] : INFO : Epoch 1881 | loss: 0.0311932 | val_loss: 0.0311898 | Time: 1563.06 ms [2022-04-11 17:18:25 main:581] : INFO : Epoch 1882 | loss: 0.0311936 | val_loss: 0.0311883 | Time: 1570.86 ms [2022-04-11 17:18:27 main:581] : INFO : Epoch 1883 | loss: 0.0311923 | val_loss: 0.0311886 | Time: 1571.29 ms [2022-04-11 17:18:28 main:581] : INFO : Epoch 1884 | loss: 0.031193 | val_loss: 0.0311901 | Time: 1569.51 ms [2022-04-11 17:18:30 main:581] : INFO : Epoch 1885 | loss: 0.0311934 | val_loss: 0.0311884 | Time: 1571.01 ms [2022-04-11 17:18:31 main:581] : INFO : Epoch 1886 | loss: 0.031193 | val_loss: 0.0311887 | Time: 1570.96 ms [2022-04-11 17:18:33 main:581] : INFO : Epoch 1887 | loss: 0.031193 | val_loss: 0.0311949 | Time: 1571.73 ms [2022-04-11 17:18:35 main:581] : INFO : Epoch 1888 | loss: 0.0311949 | val_loss: 0.0311878 | Time: 1571.78 ms [2022-04-11 17:18:38 main:581] : INFO : Epoch 1889 | loss: 0.0311945 | val_loss: 0.0311907 | Time: 3116.44 ms [2022-04-11 17:18:39 main:581] : INFO : Epoch 1890 | loss: 0.0311926 | val_loss: 0.0311888 | Time: 1651.69 ms [2022-04-11 17:18:41 main:581] : INFO : Epoch 1891 | loss: 0.0311927 | val_loss: 0.0311883 | Time: 1567.48 ms [2022-04-11 17:18:42 main:581] : INFO : Epoch 1892 | loss: 0.0311925 | val_loss: 0.0311891 | Time: 1569.35 ms [2022-04-11 17:18:44 main:581] : INFO : Epoch 1893 | loss: 0.0311922 | val_loss: 0.0311879 | Time: 1871.19 ms [2022-04-11 17:18:46 main:581] : INFO : Epoch 1894 | loss: 0.0311923 | val_loss: 0.031188 | Time: 1594.29 ms [2022-04-11 17:18:48 main:581] : INFO : Epoch 1895 | loss: 0.0311932 | val_loss: 0.0311899 | Time: 1571.01 ms [2022-04-11 17:18:49 main:581] : INFO : Epoch 1896 | loss: 0.0311929 | val_loss: 0.031189 | Time: 1568.59 ms [2022-04-11 17:18:51 main:581] : INFO : Epoch 1897 | loss: 0.0311939 | val_loss: 0.0311896 | Time: 1569.22 ms [2022-04-11 17:18:52 main:581] : INFO : Epoch 1898 | loss: 0.031195 | val_loss: 0.0311918 | Time: 1575.95 ms [2022-04-11 17:18:54 main:581] : INFO : Epoch 1899 | loss: 0.031193 | val_loss: 0.0311886 | Time: 1566.41 ms [2022-04-11 17:18:55 main:581] : INFO : Epoch 1900 | loss: 0.0311927 | val_loss: 0.031188 | Time: 1568.7 ms [2022-04-11 17:18:57 main:581] : INFO : Epoch 1901 | loss: 0.0311925 | val_loss: 0.0311884 | Time: 1567.76 ms [2022-04-11 17:18:59 main:581] : INFO : Epoch 1902 | loss: 0.0311925 | val_loss: 0.0311883 | Time: 1574.33 ms [2022-04-11 17:19:00 main:581] : INFO : Epoch 1903 | loss: 0.0311934 | val_loss: 0.0311884 | Time: 1720.8 ms [2022-04-11 17:19:02 main:581] : INFO : Epoch 1904 | loss: 0.0311931 | val_loss: 0.0311884 | Time: 1570.44 ms [2022-04-11 17:19:03 main:581] : INFO : Epoch 1905 | loss: 0.0311938 | val_loss: 0.0311901 | Time: 1569.28 ms [2022-04-11 17:19:05 main:581] : INFO : Epoch 1906 | loss: 0.0311935 | val_loss: 0.0311877 | Time: 1567.44 ms [2022-04-11 17:19:07 main:581] : INFO : Epoch 1907 | loss: 0.031193 | val_loss: 0.0311879 | Time: 1570.27 ms [2022-04-11 17:19:08 main:581] : INFO : Epoch 1908 | loss: 0.0311948 | val_loss: 0.0311913 | Time: 1568.48 ms [2022-04-11 17:19:10 main:581] : INFO : Epoch 1909 | loss: 0.0311934 | val_loss: 0.031189 | Time: 1759.17 ms [2022-04-11 17:19:12 main:581] : INFO : Epoch 1910 | loss: 0.0311923 | val_loss: 0.0311877 | Time: 1869.29 ms [2022-04-11 17:19:13 main:581] : INFO : Epoch 1911 | loss: 0.0311933 | val_loss: 0.0311887 | Time: 1573.53 ms [2022-04-11 17:19:15 main:581] : INFO : Epoch 1912 | loss: 0.0311926 | val_loss: 0.0311886 | Time: 1623.64 ms [2022-04-11 17:19:17 main:581] : INFO : Epoch 1913 | loss: 0.0311925 | val_loss: 0.0311884 | Time: 1750.7 ms [2022-04-11 17:19:18 main:581] : INFO : Epoch 1914 | loss: 0.0311923 | val_loss: 0.0311879 | Time: 1635.6 ms [2022-04-11 17:19:20 main:581] : INFO : Epoch 1915 | loss: 0.0311923 | val_loss: 0.0311888 | Time: 1570.98 ms [2022-04-11 17:19:21 main:581] : INFO : Epoch 1916 | loss: 0.0311925 | val_loss: 0.0311882 | Time: 1572.74 ms [2022-04-11 17:19:23 main:581] : INFO : Epoch 1917 | loss: 0.0311925 | val_loss: 0.031188 | Time: 1572.47 ms [2022-04-11 17:19:25 main:581] : INFO : Epoch 1918 | loss: 0.0311924 | val_loss: 0.0311881 | Time: 1569.09 ms [2022-04-11 17:19:26 main:581] : INFO : Epoch 1919 | loss: 0.0311925 | val_loss: 0.0311881 | Time: 1571.21 ms [2022-04-11 17:19:28 main:581] : INFO : Epoch 1920 | loss: 0.0311926 | val_loss: 0.0311882 | Time: 1569.62 ms [2022-04-11 17:19:29 main:581] : INFO : Epoch 1921 | loss: 0.0311923 | val_loss: 0.031188 | Time: 1570.88 ms [2022-04-11 17:19:31 main:581] : INFO : Epoch 1922 | loss: 0.0311927 | val_loss: 0.0311884 | Time: 1568.84 ms [2022-04-11 17:19:32 main:581] : INFO : Epoch 1923 | loss: 0.0311925 | val_loss: 0.0311889 | Time: 1570.25 ms [2022-04-11 17:19:34 main:581] : INFO : Epoch 1924 | loss: 0.0311935 | val_loss: 0.0311887 | Time: 1573.03 ms [2022-04-11 17:19:36 main:581] : INFO : Epoch 1925 | loss: 0.0311936 | val_loss: 0.0311882 | Time: 1570.15 ms [2022-04-11 17:19:37 main:581] : INFO : Epoch 1926 | loss: 0.0311929 | val_loss: 0.0311883 | Time: 1569.5 ms [2022-04-11 17:19:39 main:581] : INFO : Epoch 1927 | loss: 0.0311938 | val_loss: 0.0311935 | Time: 1572.86 ms [2022-04-11 17:19:40 main:581] : INFO : Epoch 1928 | loss: 0.0311958 | val_loss: 0.0311902 | Time: 1585.08 ms [2022-04-11 17:19:42 main:581] : INFO : Epoch 1929 | loss: 0.0311932 | val_loss: 0.0311887 | Time: 1621.7 ms [2022-04-11 17:19:43 main:581] : INFO : Epoch 1930 | loss: 0.0311926 | val_loss: 0.0311884 | Time: 1573.58 ms [2022-04-11 17:19:45 main:581] : INFO : Epoch 1931 | loss: 0.0311934 | val_loss: 0.031189 | Time: 1577.22 ms [2022-04-11 17:19:47 main:581] : INFO : Epoch 1932 | loss: 0.0311932 | val_loss: 0.0311878 | Time: 1573.26 ms [2022-04-11 17:19:48 main:581] : INFO : Epoch 1933 | loss: 0.0311925 | val_loss: 0.0311891 | Time: 1572.17 ms [2022-04-11 17:19:50 main:581] : INFO : Epoch 1934 | loss: 0.0311926 | val_loss: 0.0311877 | Time: 1569.94 ms [2022-04-11 17:19:51 main:581] : INFO : Epoch 1935 | loss: 0.0311922 | val_loss: 0.0311884 | Time: 1572.86 ms [2022-04-11 17:19:53 main:581] : INFO : Epoch 1936 | loss: 0.0311932 | val_loss: 0.0311907 | Time: 1572.72 ms [2022-04-11 17:19:55 main:581] : INFO : Epoch 1937 | loss: 0.0311948 | val_loss: 0.031189 | Time: 1574.51 ms [2022-04-11 17:19:56 main:581] : INFO : Epoch 1938 | loss: 0.0311931 | val_loss: 0.0311911 | Time: 1573.43 ms [2022-04-11 17:19:58 main:581] : INFO : Epoch 1939 | loss: 0.0311937 | val_loss: 0.0311878 | Time: 1570.72 ms [2022-04-11 17:19:59 main:581] : INFO : Epoch 1940 | loss: 0.0311929 | val_loss: 0.0311908 | Time: 1571.78 ms [2022-04-11 17:20:01 main:581] : INFO : Epoch 1941 | loss: 0.0311929 | val_loss: 0.0311878 | Time: 1738.86 ms [2022-04-11 17:20:03 main:581] : INFO : Epoch 1942 | loss: 0.0311923 | val_loss: 0.0311894 | Time: 1571.67 ms [2022-04-11 17:20:04 main:581] : INFO : Epoch 1943 | loss: 0.031193 | val_loss: 0.0311887 | Time: 1576.4 ms [2022-04-11 17:20:06 main:581] : INFO : Epoch 1944 | loss: 0.0311929 | val_loss: 0.0311886 | Time: 1573.15 ms [2022-04-11 17:20:07 main:581] : INFO : Epoch 1945 | loss: 0.031193 | val_loss: 0.0311884 | Time: 1574.91 ms [2022-04-11 17:20:09 main:581] : INFO : Epoch 1946 | loss: 0.0311926 | val_loss: 0.031188 | Time: 1572.94 ms [2022-04-11 17:20:10 main:581] : INFO : Epoch 1947 | loss: 0.0311924 | val_loss: 0.0311881 | Time: 1573.66 ms [2022-04-11 17:20:12 main:581] : INFO : Epoch 1948 | loss: 0.0311935 | val_loss: 0.0311898 | Time: 1571.33 ms [2022-04-11 17:20:14 main:581] : INFO : Epoch 1949 | loss: 0.0311944 | val_loss: 0.0311885 | Time: 1568.87 ms [2022-04-11 17:20:15 main:581] : INFO : Epoch 1950 | loss: 0.0311922 | val_loss: 0.0311881 | Time: 1567.67 ms [2022-04-11 17:20:17 main:581] : INFO : Epoch 1951 | loss: 0.0311924 | val_loss: 0.0311877 | Time: 1570.49 ms [2022-04-11 17:20:18 main:581] : INFO : Epoch 1952 | loss: 0.0311922 | val_loss: 0.0311896 | Time: 1569.4 ms [2022-04-11 17:20:20 main:581] : INFO : Epoch 1953 | loss: 0.0311932 | val_loss: 0.0311878 | Time: 1570.31 ms [2022-04-11 17:20:21 main:581] : INFO : Epoch 1954 | loss: 0.0311928 | val_loss: 0.0311886 | Time: 1569.76 ms [2022-04-11 17:20:23 main:581] : INFO : Epoch 1955 | loss: 0.0311933 | val_loss: 0.0311894 | Time: 1575.59 ms [2022-04-11 17:20:25 main:581] : INFO : Epoch 1956 | loss: 0.0311925 | val_loss: 0.0311883 | Time: 1569.5 ms [2022-04-11 17:20:26 main:581] : INFO : Epoch 1957 | loss: 0.0311927 | val_loss: 0.0311878 | Time: 1767.5 ms [2022-04-11 17:20:28 main:581] : INFO : Epoch 1958 | loss: 0.0311923 | val_loss: 0.0311895 | Time: 1652.31 ms [2022-04-11 17:20:30 main:581] : INFO : Epoch 1959 | loss: 0.0311947 | val_loss: 0.0311876 | Time: 1571.78 ms [2022-04-11 17:20:31 main:581] : INFO : Epoch 1960 | loss: 0.0311924 | val_loss: 0.0311893 | Time: 1574.38 ms [2022-04-11 17:20:33 main:581] : INFO : Epoch 1961 | loss: 0.0311924 | val_loss: 0.0311892 | Time: 1575.33 ms [2022-04-11 17:20:34 main:581] : INFO : Epoch 1962 | loss: 0.0311937 | val_loss: 0.0311884 | Time: 1573.3 ms [2022-04-11 17:20:36 main:581] : INFO : Epoch 1963 | loss: 0.0311937 | val_loss: 0.0311877 | Time: 1589.71 ms [2022-04-11 17:20:37 main:581] : INFO : Epoch 1964 | loss: 0.0311926 | val_loss: 0.0311878 | Time: 1566.91 ms [2022-04-11 17:20:39 main:581] : INFO : Epoch 1965 | loss: 0.0311935 | val_loss: 0.031193 | Time: 1578.59 ms [2022-04-11 17:20:41 main:581] : INFO : Epoch 1966 | loss: 0.031194 | val_loss: 0.0311877 | Time: 1566.4 ms [2022-04-11 17:20:42 main:581] : INFO : Epoch 1967 | loss: 0.0311936 | val_loss: 0.0311888 | Time: 1571.35 ms [2022-04-11 17:20:44 main:581] : INFO : Epoch 1968 | loss: 0.0311929 | val_loss: 0.0311884 | Time: 1594.76 ms [2022-04-11 17:20:45 main:581] : INFO : Epoch 1969 | loss: 0.0311928 | val_loss: 0.0311884 | Time: 1571.32 ms [2022-04-11 17:20:47 main:581] : INFO : Epoch 1970 | loss: 0.0311929 | val_loss: 0.0311908 | Time: 1570.98 ms [2022-04-11 17:20:48 main:581] : INFO : Epoch 1971 | loss: 0.0311931 | val_loss: 0.0311878 | Time: 1570.83 ms [2022-04-11 17:20:50 main:581] : INFO : Epoch 1972 | loss: 0.0311934 | val_loss: 0.0311886 | Time: 1573.18 ms [2022-04-11 17:20:52 main:581] : INFO : Epoch 1973 | loss: 0.0311925 | val_loss: 0.0311882 | Time: 1629.76 ms [2022-04-11 17:20:53 main:581] : INFO : Epoch 1974 | loss: 0.0311922 | val_loss: 0.0311894 | Time: 1571.99 ms [2022-04-11 17:20:55 main:581] : INFO : Epoch 1975 | loss: 0.031193 | val_loss: 0.031188 | Time: 1569.31 ms [2022-04-11 17:20:56 main:581] : INFO : Epoch 1976 | loss: 0.0311927 | val_loss: 0.0311879 | Time: 1568.63 ms [2022-04-11 17:20:58 main:581] : INFO : Epoch 1977 | loss: 0.0311938 | val_loss: 0.0311897 | Time: 1575.79 ms [2022-04-11 17:20:59 main:581] : INFO : Epoch 1978 | loss: 0.0311946 | val_loss: 0.0311915 | Time: 1564.43 ms [2022-04-11 17:21:01 main:581] : INFO : Epoch 1979 | loss: 0.0311926 | val_loss: 0.0311896 | Time: 1566.42 ms [2022-04-11 17:21:03 main:581] : INFO : Epoch 1980 | loss: 0.0311926 | val_loss: 0.0311881 | Time: 1570.16 ms [2022-04-11 17:21:04 main:581] : INFO : Epoch 1981 | loss: 0.0311928 | val_loss: 0.0311902 | Time: 1568.91 ms [2022-04-11 17:21:06 main:581] : INFO : Epoch 1982 | loss: 0.0311936 | val_loss: 0.0311909 | Time: 1571.61 ms [2022-04-11 17:21:07 main:581] : INFO : Epoch 1983 | loss: 0.0311929 | val_loss: 0.0311887 | Time: 1571.24 ms [2022-04-11 17:21:09 main:581] : INFO : Epoch 1984 | loss: 0.0311927 | val_loss: 0.0311884 | Time: 1570.8 ms [2022-04-11 17:21:10 main:581] : INFO : Epoch 1985 | loss: 0.0311928 | val_loss: 0.0311882 | Time: 1574.15 ms [2022-04-11 17:21:12 main:581] : INFO : Epoch 1986 | loss: 0.0311924 | val_loss: 0.0311885 | Time: 1572.54 ms [2022-04-11 17:21:14 main:581] : INFO : Epoch 1987 | loss: 0.0311923 | val_loss: 0.0311889 | Time: 1572.72 ms [2022-04-11 17:21:15 main:581] : INFO : Epoch 1988 | loss: 0.0311932 | val_loss: 0.031189 | Time: 1574.02 ms [2022-04-11 17:21:17 main:581] : INFO : Epoch 1989 | loss: 0.0311926 | val_loss: 0.0311881 | Time: 1573.21 ms [2022-04-11 17:21:18 main:581] : INFO : Epoch 1990 | loss: 0.0311923 | val_loss: 0.031188 | Time: 1566.95 ms [2022-04-11 17:21:20 main:581] : INFO : Epoch 1991 | loss: 0.0311927 | val_loss: 0.0311878 | Time: 1565.35 ms [2022-04-11 17:21:21 main:581] : INFO : Epoch 1992 | loss: 0.0311922 | val_loss: 0.0311886 | Time: 1566.72 ms [2022-04-11 17:21:23 main:581] : INFO : Epoch 1993 | loss: 0.0311923 | val_loss: 0.0311878 | Time: 1565.9 ms [2022-04-11 17:21:25 main:581] : INFO : Epoch 1994 | loss: 0.0311925 | val_loss: 0.0311879 | Time: 1566.52 ms [2022-04-11 17:21:26 main:581] : INFO : Epoch 1995 | loss: 0.0311924 | val_loss: 0.0311903 | Time: 1569.53 ms [2022-04-11 17:21:28 main:581] : INFO : Epoch 1996 | loss: 0.0311928 | val_loss: 0.0311878 | Time: 1568.02 ms [2022-04-11 17:21:29 main:581] : INFO : Epoch 1997 | loss: 0.0311923 | val_loss: 0.0311896 | Time: 1565.96 ms [2022-04-11 17:21:31 main:581] : INFO : Epoch 1998 | loss: 0.0311943 | val_loss: 0.0311914 | Time: 1565.72 ms [2022-04-11 17:21:32 main:581] : INFO : Epoch 1999 | loss: 0.0311946 | val_loss: 0.0311885 | Time: 1565.76 ms [2022-04-11 17:21:34 main:581] : INFO : Epoch 2000 | loss: 0.031193 | val_loss: 0.0311883 | Time: 1566 ms [2022-04-11 17:21:36 main:581] : INFO : Epoch 2001 | loss: 0.0311924 | val_loss: 0.031188 | Time: 1566.55 ms [2022-04-11 17:21:37 main:581] : INFO : Epoch 2002 | loss: 0.0311923 | val_loss: 0.0311887 | Time: 1564.75 ms [2022-04-11 17:21:39 main:581] : INFO : Epoch 2003 | loss: 0.0311935 | val_loss: 0.031188 | Time: 1565.72 ms [2022-04-11 17:21:40 main:581] : INFO : Epoch 2004 | loss: 0.0311926 | val_loss: 0.0311881 | Time: 1566.09 ms [2022-04-11 17:21:42 main:581] : INFO : Epoch 2005 | loss: 0.0311924 | val_loss: 0.0311878 | Time: 1563.51 ms [2022-04-11 17:21:43 main:581] : INFO : Epoch 2006 | loss: 0.0311924 | val_loss: 0.0311877 | Time: 1588.46 ms [2022-04-11 17:21:45 main:581] : INFO : Epoch 2007 | loss: 0.0311928 | val_loss: 0.0311886 | Time: 1569.05 ms [2022-04-11 17:21:47 main:581] : INFO : Epoch 2008 | loss: 0.0311924 | val_loss: 0.0311882 | Time: 1566.09 ms [2022-04-11 17:21:48 main:581] : INFO : Epoch 2009 | loss: 0.0311924 | val_loss: 0.0311877 | Time: 1567.97 ms [2022-04-11 17:21:50 main:581] : INFO : Epoch 2010 | loss: 0.0311953 | val_loss: 0.0311935 | Time: 1567.41 ms [2022-04-11 17:21:51 main:581] : INFO : Epoch 2011 | loss: 0.031195 | val_loss: 0.0311906 | Time: 1568.19 ms [2022-04-11 17:21:53 main:581] : INFO : Epoch 2012 | loss: 0.031194 | val_loss: 0.0311885 | Time: 1571.35 ms [2022-04-11 17:21:54 main:581] : INFO : Epoch 2013 | loss: 0.031193 | val_loss: 0.0311883 | Time: 1573.73 ms [2022-04-11 17:21:56 main:581] : INFO : Epoch 2014 | loss: 0.0311928 | val_loss: 0.0311879 | Time: 1571.29 ms [2022-04-11 17:21:58 main:581] : INFO : Epoch 2015 | loss: 0.0311932 | val_loss: 0.0311885 | Time: 1568.13 ms [2022-04-11 17:21:59 main:581] : INFO : Epoch 2016 | loss: 0.0311939 | val_loss: 0.031188 | Time: 1570.53 ms [2022-04-11 17:22:01 main:581] : INFO : Epoch 2017 | loss: 0.0311926 | val_loss: 0.0311887 | Time: 1572.69 ms [2022-04-11 17:22:02 main:581] : INFO : Epoch 2018 | loss: 0.0311924 | val_loss: 0.0311878 | Time: 1601.86 ms [2022-04-11 17:22:04 main:581] : INFO : Epoch 2019 | loss: 0.0311924 | val_loss: 0.0311878 | Time: 1567.72 ms [2022-04-11 17:22:05 main:581] : INFO : Epoch 2020 | loss: 0.0311921 | val_loss: 0.0311912 | Time: 1593.55 ms [2022-04-11 17:22:07 main:581] : INFO : Epoch 2021 | loss: 0.0311929 | val_loss: 0.0311887 | Time: 1568.95 ms [2022-04-11 17:22:09 main:581] : INFO : Epoch 2022 | loss: 0.0311923 | val_loss: 0.0311891 | Time: 1568.7 ms [2022-04-11 17:22:10 main:581] : INFO : Epoch 2023 | loss: 0.0311926 | val_loss: 0.0311884 | Time: 1570.1 ms [2022-04-11 17:22:12 main:581] : INFO : Epoch 2024 | loss: 0.0311923 | val_loss: 0.0311877 | Time: 1567.41 ms [2022-04-11 17:22:13 main:581] : INFO : Epoch 2025 | loss: 0.0311925 | val_loss: 0.0311909 | Time: 1565.93 ms [2022-04-11 17:22:15 main:581] : INFO : Epoch 2026 | loss: 0.0311937 | val_loss: 0.0311908 | Time: 1564.85 ms [2022-04-11 17:22:16 main:581] : INFO : Epoch 2027 | loss: 0.0311929 | val_loss: 0.0311896 | Time: 1571.15 ms [2022-04-11 17:22:18 main:581] : INFO : Epoch 2028 | loss: 0.0311937 | val_loss: 0.0311958 | Time: 1568.38 ms [2022-04-11 17:22:20 main:581] : INFO : Epoch 2029 | loss: 0.0311946 | val_loss: 0.0311878 | Time: 1567.14 ms [2022-04-11 17:22:21 main:581] : INFO : Epoch 2030 | loss: 0.0311938 | val_loss: 0.0311884 | Time: 1569.03 ms [2022-04-11 17:22:23 main:581] : INFO : Epoch 2031 | loss: 0.031195 | val_loss: 0.03119 | Time: 1571.93 ms [2022-04-11 17:22:24 main:581] : INFO : Epoch 2032 | loss: 0.0311925 | val_loss: 0.0311878 | Time: 1568.97 ms [2022-04-11 17:22:26 main:581] : INFO : Epoch 2033 | loss: 0.0311928 | val_loss: 0.0311886 | Time: 1567.1 ms [2022-04-11 17:22:27 main:581] : INFO : Epoch 2034 | loss: 0.0311926 | val_loss: 0.0311885 | Time: 1563.7 ms [2022-04-11 17:22:29 main:581] : INFO : Epoch 2035 | loss: 0.0311927 | val_loss: 0.031189 | Time: 1562.78 ms [2022-04-11 17:22:31 main:581] : INFO : Epoch 2036 | loss: 0.0311924 | val_loss: 0.0311895 | Time: 1564.47 ms [2022-04-11 17:22:32 main:581] : INFO : Epoch 2037 | loss: 0.0311936 | val_loss: 0.0311884 | Time: 1566.56 ms [2022-04-11 17:22:34 main:581] : INFO : Epoch 2038 | loss: 0.0311932 | val_loss: 0.0311884 | Time: 1566.16 ms [2022-04-11 17:22:35 main:581] : INFO : Epoch 2039 | loss: 0.031193 | val_loss: 0.0311881 | Time: 1569.47 ms [2022-04-11 17:22:37 main:581] : INFO : Epoch 2040 | loss: 0.0311933 | val_loss: 0.0311911 | Time: 1566.55 ms [2022-04-11 17:22:38 main:581] : INFO : Epoch 2041 | loss: 0.0311942 | val_loss: 0.0311895 | Time: 1566.32 ms [2022-04-11 17:22:40 main:581] : INFO : Epoch 2042 | loss: 0.0311943 | val_loss: 0.031188 | Time: 1569.38 ms [2022-04-11 17:22:42 main:581] : INFO : Epoch 2043 | loss: 0.0311923 | val_loss: 0.0311883 | Time: 1567.25 ms [2022-04-11 17:22:43 main:581] : INFO : Epoch 2044 | loss: 0.0311925 | val_loss: 0.031188 | Time: 1659.53 ms [2022-04-11 17:22:45 main:581] : INFO : Epoch 2045 | loss: 0.0311942 | val_loss: 0.0311906 | Time: 1572.84 ms [2022-04-11 17:22:46 main:581] : INFO : Epoch 2046 | loss: 0.0311933 | val_loss: 0.0311877 | Time: 1565.61 ms [2022-04-11 17:22:48 main:581] : INFO : Epoch 2047 | loss: 0.0311934 | val_loss: 0.0311888 | Time: 1568.03 ms [2022-04-11 17:22:49 main:581] : INFO : Epoch 2048 | loss: 0.0311923 | val_loss: 0.0311879 | Time: 1578.7 ms [2022-04-11 17:22:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311879 [2022-04-11 17:22:49 main:610] : INFO : Saving end state to config to file [2022-04-11 17:22:49 main:615] : INFO : Success, exiting.. 17:22:49 (50102): 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)