Task 13188397
| Name | ParityModified-1645998432-7926-2-0_0 |
| Workunit | 10312526 |
| Created | 14 Mar 2022, 15:35:00 UTC |
| Sent | 22 Mar 2022, 18:30:03 UTC |
| Report deadline | 30 Mar 2022, 18:30:03 UTC |
| Received | 23 Mar 2022, 19:07:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18789 |
| Run time | 1 hours 29 min 37 sec |
| CPU time | 1 hours 28 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.69 GB |
| Peak swap size | 4.68 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.0311832 | val_loss: 0.0311814 | Time: 1108.28 ms [2022-03-23 13:54:55 main:574] : INFO : Epoch 1543 | loss: 0.0311833 | val_loss: 0.031185 | Time: 1400.33 ms [2022-03-23 13:54:57 main:574] : INFO : Epoch 1544 | loss: 0.0311861 | val_loss: 0.0311817 | Time: 1538.49 ms [2022-03-23 13:54:58 main:574] : INFO : Epoch 1545 | loss: 0.0311858 | val_loss: 0.0311842 | Time: 1531.91 ms [2022-03-23 13:55:00 main:574] : INFO : Epoch 1546 | loss: 0.0311854 | val_loss: 0.0311835 | Time: 1520.01 ms [2022-03-23 13:55:01 main:574] : INFO : Epoch 1547 | loss: 0.0311847 | val_loss: 0.0311825 | Time: 1525.29 ms [2022-03-23 13:55:03 main:574] : INFO : Epoch 1548 | loss: 0.031184 | val_loss: 0.0311823 | Time: 1515.74 ms [2022-03-23 13:55:04 main:574] : INFO : Epoch 1549 | loss: 0.0311846 | val_loss: 0.0311836 | Time: 1094.28 ms [2022-03-23 13:55:05 main:574] : INFO : Epoch 1550 | loss: 0.0311838 | val_loss: 0.0311814 | Time: 1433.42 ms [2022-03-23 13:55:07 main:574] : INFO : Epoch 1551 | loss: 0.0311831 | val_loss: 0.0311815 | Time: 1514.93 ms [2022-03-23 13:55:08 main:574] : INFO : Epoch 1552 | loss: 0.0311831 | val_loss: 0.0311819 | Time: 1518.26 ms [2022-03-23 13:55:10 main:574] : INFO : Epoch 1553 | loss: 0.031183 | val_loss: 0.0311822 | Time: 1502.92 ms [2022-03-23 13:55:11 main:574] : INFO : Epoch 1554 | loss: 0.0311843 | val_loss: 0.0311827 | Time: 1509.61 ms [2022-03-23 13:55:13 main:574] : INFO : Epoch 1555 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1526.06 ms [2022-03-23 13:55:14 main:574] : INFO : Epoch 1556 | loss: 0.0311842 | val_loss: 0.0311813 | Time: 1099.03 ms [2022-03-23 13:55:15 main:574] : INFO : Epoch 1557 | loss: 0.0311839 | val_loss: 0.0311823 | Time: 1482.46 ms [2022-03-23 13:55:17 main:574] : INFO : Epoch 1558 | loss: 0.0311836 | val_loss: 0.0311831 | Time: 1526.02 ms [2022-03-23 13:55:18 main:574] : INFO : Epoch 1559 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1490.28 ms [2022-03-23 13:55:20 main:574] : INFO : Epoch 1560 | loss: 0.0311835 | val_loss: 0.0311829 | Time: 1505.42 ms [2022-03-23 13:55:21 main:574] : INFO : Epoch 1561 | loss: 0.0311844 | val_loss: 0.031183 | Time: 1507.25 ms [2022-03-23 13:55:23 main:574] : INFO : Epoch 1562 | loss: 0.0311846 | val_loss: 0.0311821 | Time: 1513.47 ms [2022-03-23 13:55:24 main:574] : INFO : Epoch 1563 | loss: 0.0311846 | val_loss: 0.0311823 | Time: 1049.75 ms [2022-03-23 13:55:26 main:574] : INFO : Epoch 1564 | loss: 0.0311839 | val_loss: 0.0311846 | Time: 1528.07 ms [2022-03-23 13:55:27 main:574] : INFO : Epoch 1565 | loss: 0.0311841 | val_loss: 0.0311818 | Time: 1494.36 ms [2022-03-23 13:55:29 main:574] : INFO : Epoch 1566 | loss: 0.0311844 | val_loss: 0.0311845 | Time: 1489.35 ms [2022-03-23 13:55:30 main:574] : INFO : Epoch 1567 | loss: 0.031184 | val_loss: 0.0311819 | Time: 1512.46 ms [2022-03-23 13:55:32 main:574] : INFO : Epoch 1568 | loss: 0.0311839 | val_loss: 0.0311816 | Time: 1517.93 ms [2022-03-23 13:55:33 main:574] : INFO : Epoch 1569 | loss: 0.031183 | val_loss: 0.0311813 | Time: 1467.14 ms [2022-03-23 13:55:34 main:574] : INFO : Epoch 1570 | loss: 0.0311836 | val_loss: 0.0311817 | Time: 1062.79 ms [2022-03-23 13:55:36 main:574] : INFO : Epoch 1571 | loss: 0.0311839 | val_loss: 0.0311815 | Time: 1529.47 ms [2022-03-23 13:55:37 main:574] : INFO : Epoch 1572 | loss: 0.0311833 | val_loss: 0.031182 | Time: 1533.39 ms [2022-03-23 13:55:39 main:574] : INFO : Epoch 1573 | loss: 0.0311836 | val_loss: 0.0311814 | Time: 1480.55 ms [2022-03-23 13:55:40 main:574] : INFO : Epoch 1574 | loss: 0.0311832 | val_loss: 0.0311812 | Time: 1499.86 ms [2022-03-23 13:55:42 main:574] : INFO : Epoch 1575 | loss: 0.0311834 | val_loss: 0.0311822 | Time: 1520.93 ms [2022-03-23 13:55:43 main:574] : INFO : Epoch 1576 | loss: 0.0311831 | val_loss: 0.0311818 | Time: 1478.18 ms [2022-03-23 13:55:44 main:574] : INFO : Epoch 1577 | loss: 0.0311839 | val_loss: 0.0311823 | Time: 1090.35 ms [2022-03-23 13:55:46 main:574] : INFO : Epoch 1578 | loss: 0.0311845 | val_loss: 0.0311851 | Time: 1526.91 ms [2022-03-23 13:55:47 main:574] : INFO : Epoch 1579 | loss: 0.0311837 | val_loss: 0.0311816 | Time: 1510.73 ms [2022-03-23 13:55:49 main:574] : INFO : Epoch 1580 | loss: 0.0311834 | val_loss: 0.0311812 | Time: 1503.93 ms [2022-03-23 13:55:50 main:574] : INFO : Epoch 1581 | loss: 0.0311833 | val_loss: 0.0311814 | Time: 1519.15 ms [2022-03-23 13:55:52 main:574] : INFO : Epoch 1582 | loss: 0.0311832 | val_loss: 0.0311827 | Time: 1504.44 ms [2022-03-23 13:55:53 main:574] : INFO : Epoch 1583 | loss: 0.0311834 | val_loss: 0.0311851 | Time: 1390.13 ms [2022-03-23 13:55:54 main:574] : INFO : Epoch 1584 | loss: 0.0311839 | val_loss: 0.0311817 | Time: 1079.96 ms [2022-03-23 13:55:56 main:574] : INFO : Epoch 1585 | loss: 0.031183 | val_loss: 0.0311823 | Time: 1516.73 ms [2022-03-23 13:55:57 main:574] : INFO : Epoch 1586 | loss: 0.0311837 | val_loss: 0.0311814 | Time: 1499.8 ms [2022-03-23 13:55:59 main:574] : INFO : Epoch 1587 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1520.51 ms [2022-03-23 13:56:00 main:574] : INFO : Epoch 1588 | loss: 0.0311842 | val_loss: 0.0311837 | Time: 1517.82 ms [2022-03-23 13:56:02 main:574] : INFO : Epoch 1589 | loss: 0.0311839 | val_loss: 0.0311827 | Time: 1500.15 ms [2022-03-23 13:56:03 main:574] : INFO : Epoch 1590 | loss: 0.0311837 | val_loss: 0.0311814 | Time: 1412.47 ms [2022-03-23 13:56:04 main:574] : INFO : Epoch 1591 | loss: 0.0311829 | val_loss: 0.0311836 | Time: 1131.02 ms [2022-03-23 13:56:06 main:574] : INFO : Epoch 1592 | loss: 0.0311849 | val_loss: 0.0311834 | Time: 1508.01 ms [2022-03-23 13:56:07 main:574] : INFO : Epoch 1593 | loss: 0.0311843 | val_loss: 0.0311817 | Time: 1511.16 ms [2022-03-23 13:56:09 main:574] : INFO : Epoch 1594 | loss: 0.0311832 | val_loss: 0.0311821 | Time: 1523.18 ms [2022-03-23 13:56:10 main:574] : INFO : Epoch 1595 | loss: 0.0311831 | val_loss: 0.0311813 | Time: 1501.64 ms [2022-03-23 13:56:12 main:574] : INFO : Epoch 1596 | loss: 0.0311832 | val_loss: 0.0311813 | Time: 1528.88 ms [2022-03-23 13:56:13 main:574] : INFO : Epoch 1597 | loss: 0.0311832 | val_loss: 0.0311816 | Time: 1350.82 ms [2022-03-23 13:56:15 main:574] : INFO : Epoch 1598 | loss: 0.0311842 | val_loss: 0.0311821 | Time: 1181.04 ms [2022-03-23 13:56:16 main:574] : INFO : Epoch 1599 | loss: 0.0311855 | val_loss: 0.0311832 | Time: 1526.49 ms [2022-03-23 13:56:18 main:574] : INFO : Epoch 1600 | loss: 0.0311843 | val_loss: 0.0311821 | Time: 1503.48 ms [2022-03-23 13:56:19 main:574] : INFO : Epoch 1601 | loss: 0.0311835 | val_loss: 0.031182 | Time: 1518.86 ms [2022-03-23 13:56:21 main:574] : INFO : Epoch 1602 | loss: 0.0311833 | val_loss: 0.0311812 | Time: 1495.95 ms [2022-03-23 13:56:22 main:574] : INFO : Epoch 1603 | loss: 0.0311838 | val_loss: 0.031182 | Time: 1501.91 ms [2022-03-23 13:56:23 main:574] : INFO : Epoch 1604 | loss: 0.0311831 | val_loss: 0.0311821 | Time: 1363.24 ms [2022-03-23 13:56:25 main:574] : INFO : Epoch 1605 | loss: 0.0311831 | val_loss: 0.0311841 | Time: 1244.04 ms [2022-03-23 13:56:26 main:574] : INFO : Epoch 1606 | loss: 0.0311836 | val_loss: 0.0311831 | Time: 1518.37 ms [2022-03-23 13:56:28 main:574] : INFO : Epoch 1607 | loss: 0.0311838 | val_loss: 0.0311825 | Time: 1512.83 ms [2022-03-23 13:56:29 main:574] : INFO : Epoch 1608 | loss: 0.0311838 | val_loss: 0.0311822 | Time: 1503.22 ms [2022-03-23 13:56:31 main:574] : INFO : Epoch 1609 | loss: 0.0311835 | val_loss: 0.0311817 | Time: 1521.75 ms [2022-03-23 13:56:32 main:574] : INFO : Epoch 1610 | loss: 0.0311831 | val_loss: 0.0311823 | Time: 1496.27 ms [2022-03-23 13:56:34 main:574] : INFO : Epoch 1611 | loss: 0.0311845 | val_loss: 0.0311815 | Time: 1304.87 ms [2022-03-23 13:56:35 main:574] : INFO : Epoch 1612 | loss: 0.0311837 | val_loss: 0.0311813 | Time: 1268.32 ms [2022-03-23 13:56:36 main:574] : INFO : Epoch 1613 | loss: 0.031184 | val_loss: 0.0311817 | Time: 1511.34 ms [2022-03-23 13:56:38 main:574] : INFO : Epoch 1614 | loss: 0.0311831 | val_loss: 0.0311814 | Time: 1501.35 ms [2022-03-23 13:56:39 main:574] : INFO : Epoch 1615 | loss: 0.031183 | val_loss: 0.0311814 | Time: 1510.56 ms [2022-03-23 13:56:41 main:574] : INFO : Epoch 1616 | loss: 0.0311834 | val_loss: 0.0311814 | Time: 1520.18 ms [2022-03-23 13:56:42 main:574] : INFO : Epoch 1617 | loss: 0.0311832 | val_loss: 0.0311813 | Time: 1521.04 ms [2022-03-23 13:56:44 main:574] : INFO : Epoch 1618 | loss: 0.0311833 | val_loss: 0.0311815 | Time: 1237.41 ms [2022-03-23 13:56:45 main:574] : INFO : Epoch 1619 | loss: 0.0311833 | val_loss: 0.0311815 | Time: 1299.24 ms [2022-03-23 13:56:46 main:574] : INFO : Epoch 1620 | loss: 0.0311832 | val_loss: 0.0311818 | Time: 1532.36 ms [2022-03-23 13:56:48 main:574] : INFO : Epoch 1621 | loss: 0.0311831 | val_loss: 0.0311815 | Time: 1517 ms [2022-03-23 13:56:50 main:574] : INFO : Epoch 1622 | loss: 0.031184 | val_loss: 0.0311821 | Time: 1514.77 ms [2022-03-23 13:56:51 main:574] : INFO : Epoch 1623 | loss: 0.0311836 | val_loss: 0.031182 | Time: 1493.62 ms [2022-03-23 13:56:53 main:574] : INFO : Epoch 1624 | loss: 0.0311884 | val_loss: 0.0311828 | Time: 1521.68 ms [2022-03-23 13:56:54 main:574] : INFO : Epoch 1625 | loss: 0.0311844 | val_loss: 0.0311821 | Time: 1179.16 ms [2022-03-23 13:56:55 main:574] : INFO : Epoch 1626 | loss: 0.0311832 | val_loss: 0.0311812 | Time: 1315.49 ms [2022-03-23 13:56:57 main:574] : INFO : Epoch 1627 | loss: 0.0311833 | val_loss: 0.0311813 | Time: 1518.09 ms [2022-03-23 13:56:58 main:574] : INFO : Epoch 1628 | loss: 0.0311833 | val_loss: 0.0311815 | Time: 1523.68 ms [2022-03-23 13:57:00 main:574] : INFO : Epoch 1629 | loss: 0.0311836 | val_loss: 0.0311834 | Time: 1513.17 ms [2022-03-23 13:57:01 main:574] : INFO : Epoch 1630 | loss: 0.0311838 | val_loss: 0.0311818 | Time: 1503.1 ms [2022-03-23 13:57:03 main:574] : INFO : Epoch 1631 | loss: 0.0311833 | val_loss: 0.0311824 | Time: 1514.33 ms [2022-03-23 13:57:04 main:574] : INFO : Epoch 1632 | loss: 0.0311851 | val_loss: 0.0311829 | Time: 1172.83 ms [2022-03-23 13:57:05 main:574] : INFO : Epoch 1633 | loss: 0.0311845 | val_loss: 0.0311871 | Time: 1314.98 ms [2022-03-23 13:57:07 main:574] : INFO : Epoch 1634 | loss: 0.0311842 | val_loss: 0.0311816 | Time: 1520.5 ms [2022-03-23 13:57:08 main:574] : INFO : Epoch 1635 | loss: 0.0311836 | val_loss: 0.0311822 | Time: 1540.43 ms [2022-03-23 13:57:10 main:574] : INFO : Epoch 1636 | loss: 0.0311833 | val_loss: 0.031182 | Time: 1510.89 ms [2022-03-23 13:57:11 main:574] : INFO : Epoch 1637 | loss: 0.0311834 | val_loss: 0.031182 | Time: 1517.87 ms [2022-03-23 13:57:13 main:574] : INFO : Epoch 1638 | loss: 0.0311832 | val_loss: 0.0311835 | Time: 1534.32 ms [2022-03-23 13:57:14 main:574] : INFO : Epoch 1639 | loss: 0.0311836 | val_loss: 0.0311818 | Time: 1155.32 ms [2022-03-23 13:57:15 main:574] : INFO : Epoch 1640 | loss: 0.0311829 | val_loss: 0.0311814 | Time: 1386.22 ms [2022-03-23 13:57:17 main:574] : INFO : Epoch 1641 | loss: 0.0311841 | val_loss: 0.0311814 | Time: 1525.25 ms [2022-03-23 13:57:18 main:574] : INFO : Epoch 1642 | loss: 0.031186 | val_loss: 0.031185 | Time: 1522.03 ms [2022-03-23 13:57:20 main:574] : INFO : Epoch 1643 | loss: 0.0311883 | val_loss: 0.0311869 | Time: 1500.74 ms [2022-03-23 13:57:21 main:574] : INFO : Epoch 1644 | loss: 0.0311844 | val_loss: 0.0311815 | Time: 1518.56 ms [2022-03-23 13:57:23 main:574] : INFO : Epoch 1645 | loss: 0.0311835 | val_loss: 0.0311818 | Time: 1523.62 ms [2022-03-23 13:57:24 main:574] : INFO : Epoch 1646 | loss: 0.0311834 | val_loss: 0.0311817 | Time: 1086.36 ms [2022-03-23 13:57:25 main:574] : INFO : Epoch 1647 | loss: 0.0311845 | val_loss: 0.0311861 | Time: 1407.19 ms [2022-03-23 13:57:27 main:574] : INFO : Epoch 1648 | loss: 0.0311849 | val_loss: 0.031184 | Time: 1525.4 ms [2022-03-23 13:57:28 main:574] : INFO : Epoch 1649 | loss: 0.0311835 | val_loss: 0.0311831 | Time: 1520.35 ms [2022-03-23 13:57:30 main:574] : INFO : Epoch 1650 | loss: 0.0311837 | val_loss: 0.0311821 | Time: 1513.26 ms [2022-03-23 13:57:31 main:574] : INFO : Epoch 1651 | loss: 0.0311846 | val_loss: 0.0311819 | Time: 1506.3 ms [2022-03-23 13:57:33 main:574] : INFO : Epoch 1652 | loss: 0.0311831 | val_loss: 0.0311814 | Time: 1506.29 ms [2022-03-23 13:57:34 main:574] : INFO : Epoch 1653 | loss: 0.0311836 | val_loss: 0.0311816 | Time: 1119.24 ms [2022-03-23 13:57:36 main:574] : INFO : Epoch 1654 | loss: 0.0311839 | val_loss: 0.0311813 | Time: 1472.83 ms [2022-03-23 13:57:37 main:574] : INFO : Epoch 1655 | loss: 0.0311832 | val_loss: 0.0311822 | Time: 1523.97 ms [2022-03-23 13:57:39 main:574] : INFO : Epoch 1656 | loss: 0.0311838 | val_loss: 0.0311831 | Time: 1552.78 ms [2022-03-23 13:57:40 main:574] : INFO : Epoch 1657 | loss: 0.0311842 | val_loss: 0.0311815 | Time: 1509.78 ms [2022-03-23 13:57:42 main:574] : INFO : Epoch 1658 | loss: 0.0311845 | val_loss: 0.0311818 | Time: 1535.63 ms [2022-03-23 13:57:43 main:574] : INFO : Epoch 1659 | loss: 0.0311838 | val_loss: 0.0311821 | Time: 1527.94 ms [2022-03-23 13:57:44 main:574] : INFO : Epoch 1660 | loss: 0.0311835 | val_loss: 0.0311845 | Time: 978.655 ms [2022-03-23 13:57:46 main:574] : INFO : Epoch 1661 | loss: 0.0311867 | val_loss: 0.0311821 | Time: 1514.06 ms [2022-03-23 13:57:47 main:574] : INFO : Epoch 1662 | loss: 0.0311855 | val_loss: 0.0311816 | Time: 1532.91 ms [2022-03-23 13:57:49 main:574] : INFO : Epoch 1663 | loss: 0.0311836 | val_loss: 0.0311872 | Time: 1500.6 ms [2022-03-23 13:57:50 main:574] : INFO : Epoch 1664 | loss: 0.0311853 | val_loss: 0.0311817 | Time: 1487.79 ms [2022-03-23 13:57:52 main:574] : INFO : Epoch 1665 | loss: 0.0311832 | val_loss: 0.0311819 | Time: 1506.06 ms [2022-03-23 13:57:53 main:574] : INFO : Epoch 1666 | loss: 0.0311836 | val_loss: 0.0311818 | Time: 1486.51 ms [2022-03-23 13:57:54 main:574] : INFO : Epoch 1667 | loss: 0.0311837 | val_loss: 0.0311821 | Time: 1038.85 ms [2022-03-23 13:57:56 main:574] : INFO : Epoch 1668 | loss: 0.0311833 | val_loss: 0.0311816 | Time: 1537.55 ms [2022-03-23 13:57:57 main:574] : INFO : Epoch 1669 | loss: 0.0311842 | val_loss: 0.0311827 | Time: 1514.42 ms [2022-03-23 13:57:59 main:574] : INFO : Epoch 1670 | loss: 0.0311839 | val_loss: 0.0311829 | Time: 1540.56 ms [2022-03-23 13:58:00 main:574] : INFO : Epoch 1671 | loss: 0.0311842 | val_loss: 0.0311813 | Time: 1531.78 ms [2022-03-23 13:58:02 main:574] : INFO : Epoch 1672 | loss: 0.0311836 | val_loss: 0.031183 | Time: 1501.98 ms [2022-03-23 13:58:03 main:574] : INFO : Epoch 1673 | loss: 0.0311837 | val_loss: 0.0311827 | Time: 1427.35 ms [2022-03-23 13:58:04 main:574] : INFO : Epoch 1674 | loss: 0.0311848 | val_loss: 0.0311815 | Time: 1007.26 ms [2022-03-23 13:58:06 main:574] : INFO : Epoch 1675 | loss: 0.0311836 | val_loss: 0.0311831 | Time: 1525.5 ms [2022-03-23 13:58:07 main:574] : INFO : Epoch 1676 | loss: 0.0311837 | val_loss: 0.0311816 | Time: 1523.19 ms [2022-03-23 13:58:09 main:574] : INFO : Epoch 1677 | loss: 0.031183 | val_loss: 0.0311814 | Time: 1511.48 ms [2022-03-23 13:58:10 main:574] : INFO : Epoch 1678 | loss: 0.0311845 | val_loss: 0.031182 | Time: 1488.28 ms [2022-03-23 13:58:12 main:574] : INFO : Epoch 1679 | loss: 0.0311843 | val_loss: 0.0311826 | Time: 1483.76 ms [2022-03-23 13:58:13 main:574] : INFO : Epoch 1680 | loss: 0.0311838 | val_loss: 0.0311831 | Time: 1446.48 ms [2022-03-23 13:58:14 main:574] : INFO : Epoch 1681 | loss: 0.0311835 | val_loss: 0.0311818 | Time: 1017.75 ms [2022-03-23 13:58:16 main:574] : INFO : Epoch 1682 | loss: 0.031184 | val_loss: 0.0311819 | Time: 1519.1 ms [2022-03-23 13:58:17 main:574] : INFO : Epoch 1683 | loss: 0.0311834 | val_loss: 0.0311817 | Time: 1522.44 ms [2022-03-23 13:58:19 main:574] : INFO : Epoch 1684 | loss: 0.0311838 | val_loss: 0.0311816 | Time: 1507 ms [2022-03-23 13:58:20 main:574] : INFO : Epoch 1685 | loss: 0.0311829 | val_loss: 0.0311815 | Time: 1500.81 ms [2022-03-23 13:58:22 main:574] : INFO : Epoch 1686 | loss: 0.031183 | val_loss: 0.0311853 | Time: 1519.54 ms [2022-03-23 13:58:23 main:574] : INFO : Epoch 1687 | loss: 0.031184 | val_loss: 0.0311813 | Time: 1436.15 ms [2022-03-23 13:58:25 main:574] : INFO : Epoch 1688 | loss: 0.031183 | val_loss: 0.0311816 | Time: 1143.74 ms [2022-03-23 13:58:26 main:574] : INFO : Epoch 1689 | loss: 0.0311834 | val_loss: 0.031183 | Time: 1508.65 ms [2022-03-23 13:58:28 main:574] : INFO : Epoch 1690 | loss: 0.0311839 | val_loss: 0.0311818 | Time: 1518.16 ms [2022-03-23 13:58:29 main:574] : INFO : Epoch 1691 | loss: 0.0311835 | val_loss: 0.0311811 | Time: 1513.57 ms [2022-03-23 13:58:31 main:574] : INFO : Epoch 1692 | loss: 0.0311834 | val_loss: 0.0311813 | Time: 1516.67 ms [2022-03-23 13:58:32 main:574] : INFO : Epoch 1693 | loss: 0.0311833 | val_loss: 0.0311814 | Time: 1501.74 ms [2022-03-23 13:58:34 main:574] : INFO : Epoch 1694 | loss: 0.0311835 | val_loss: 0.0311824 | Time: 1371.25 ms [2022-03-23 13:58:35 main:574] : INFO : Epoch 1695 | loss: 0.0311834 | val_loss: 0.0311812 | Time: 1093.92 ms [2022-03-23 13:58:36 main:574] : INFO : Epoch 1696 | loss: 0.0311836 | val_loss: 0.0311829 | Time: 1548.96 ms [2022-03-23 13:58:38 main:574] : INFO : Epoch 1697 | loss: 0.0311841 | val_loss: 0.0311817 | Time: 1510.19 ms [2022-03-23 13:58:39 main:574] : INFO : Epoch 1698 | loss: 0.0311833 | val_loss: 0.0311823 | Time: 1519.62 ms [2022-03-23 13:58:41 main:574] : INFO : Epoch 1699 | loss: 0.0311849 | val_loss: 0.031185 | Time: 1516.81 ms [2022-03-23 13:58:42 main:574] : INFO : Epoch 1700 | loss: 0.0311858 | val_loss: 0.0311856 | Time: 1517.31 ms [2022-03-23 13:58:44 main:574] : INFO : Epoch 1701 | loss: 0.0311845 | val_loss: 0.0311875 | Time: 1342.14 ms [2022-03-23 13:58:45 main:574] : INFO : Epoch 1702 | loss: 0.0311854 | val_loss: 0.0311835 | Time: 1085.32 ms [2022-03-23 13:58:46 main:574] : INFO : Epoch 1703 | loss: 0.0311852 | val_loss: 0.0311832 | Time: 1508.18 ms [2022-03-23 13:58:48 main:574] : INFO : Epoch 1704 | loss: 0.0311841 | val_loss: 0.0311821 | Time: 1515.76 ms [2022-03-23 13:58:49 main:574] : INFO : Epoch 1705 | loss: 0.0311832 | val_loss: 0.031182 | Time: 1521.28 ms [2022-03-23 13:58:51 main:574] : INFO : Epoch 1706 | loss: 0.0311847 | val_loss: 0.0311835 | Time: 1515.36 ms [2022-03-23 13:58:52 main:574] : INFO : Epoch 1707 | loss: 0.0311841 | val_loss: 0.0311814 | Time: 1525.06 ms [2022-03-23 13:58:54 main:574] : INFO : Epoch 1708 | loss: 0.0311833 | val_loss: 0.0311814 | Time: 1371.12 ms [2022-03-23 13:58:55 main:574] : INFO : Epoch 1709 | loss: 0.0311833 | val_loss: 0.0311814 | Time: 1144.93 ms [2022-03-23 13:58:56 main:574] : INFO : Epoch 1710 | loss: 0.0311847 | val_loss: 0.0311814 | Time: 1504.53 ms [2022-03-23 13:58:58 main:574] : INFO : Epoch 1711 | loss: 0.0311858 | val_loss: 0.0311837 | Time: 1528.2 ms [2022-03-23 13:58:59 main:574] : INFO : Epoch 1712 | loss: 0.0311838 | val_loss: 0.0311835 | Time: 1517.83 ms [2022-03-23 13:59:01 main:574] : INFO : Epoch 1713 | loss: 0.0311836 | val_loss: 0.0311824 | Time: 1520.57 ms [2022-03-23 13:59:02 main:574] : INFO : Epoch 1714 | loss: 0.0311836 | val_loss: 0.031182 | Time: 1507.32 ms [2022-03-23 13:59:04 main:574] : INFO : Epoch 1715 | loss: 0.0311838 | val_loss: 0.0311815 | Time: 1341.56 ms [2022-03-23 13:59:05 main:574] : INFO : Epoch 1716 | loss: 0.0311851 | val_loss: 0.0311834 | Time: 1165.1 ms [2022-03-23 13:59:06 main:574] : INFO : Epoch 1717 | loss: 0.0311841 | val_loss: 0.031182 | Time: 1518.9 ms [2022-03-23 13:59:08 main:574] : INFO : Epoch 1718 | loss: 0.0311831 | val_loss: 0.0311813 | Time: 1525.06 ms [2022-03-23 13:59:09 main:574] : INFO : Epoch 1719 | loss: 0.0311831 | val_loss: 0.0311816 | Time: 1517.6 ms [2022-03-23 13:59:11 main:574] : INFO : Epoch 1720 | loss: 0.0311833 | val_loss: 0.0311814 | Time: 1534.15 ms [2022-03-23 13:59:12 main:574] : INFO : Epoch 1721 | loss: 0.0311828 | val_loss: 0.0311816 | Time: 1505.37 ms [2022-03-23 13:59:14 main:574] : INFO : Epoch 1722 | loss: 0.0311833 | val_loss: 0.031182 | Time: 1301.74 ms [2022-03-23 13:59:15 main:574] : INFO : Epoch 1723 | loss: 0.0311844 | val_loss: 0.0311878 | Time: 1231.09 ms [2022-03-23 13:59:17 main:574] : INFO : Epoch 1724 | loss: 0.0311842 | val_loss: 0.0311825 | Time: 1502.72 ms [2022-03-23 13:59:18 main:574] : INFO : Epoch 1725 | loss: 0.0311836 | val_loss: 0.0311815 | Time: 1510.72 ms [2022-03-23 13:59:20 main:574] : INFO : Epoch 1726 | loss: 0.0311834 | val_loss: 0.0311812 | Time: 1518.75 ms [2022-03-23 13:59:21 main:574] : INFO : Epoch 1727 | loss: 0.0311842 | val_loss: 0.031183 | Time: 1513.33 ms [2022-03-23 13:59:23 main:574] : INFO : Epoch 1728 | loss: 0.0311842 | val_loss: 0.0311824 | Time: 1505.59 ms [2022-03-23 13:59:24 main:574] : INFO : Epoch 1729 | loss: 0.0311837 | val_loss: 0.0311811 | Time: 1279.86 ms [2022-03-23 13:59:25 main:574] : INFO : Epoch 1730 | loss: 0.0311834 | val_loss: 0.0311845 | Time: 1249.39 ms [2022-03-23 13:59:27 main:574] : INFO : Epoch 1731 | loss: 0.0311838 | val_loss: 0.0311814 | Time: 1513.14 ms [2022-03-23 13:59:28 main:574] : INFO : Epoch 1732 | loss: 0.0311835 | val_loss: 0.0311817 | Time: 1536.82 ms [2022-03-23 13:59:30 main:574] : INFO : Epoch 1733 | loss: 0.0311838 | val_loss: 0.0311821 | Time: 1510.9 ms [2022-03-23 13:59:31 main:574] : INFO : Epoch 1734 | loss: 0.0311833 | val_loss: 0.0311818 | Time: 1504.25 ms [2022-03-23 13:59:33 main:574] : INFO : Epoch 1735 | loss: 0.0311832 | val_loss: 0.0311816 | Time: 1514.3 ms [2022-03-23 13:59:34 main:574] : INFO : Epoch 1736 | loss: 0.0311835 | val_loss: 0.0311819 | Time: 1237.84 ms [2022-03-23 13:59:35 main:574] : INFO : Epoch 1737 | loss: 0.031184 | val_loss: 0.0311813 | Time: 1275.44 ms [2022-03-23 13:59:37 main:574] : INFO : Epoch 1738 | loss: 0.0311837 | val_loss: 0.0311844 | Time: 1541.89 ms [2022-03-23 13:59:38 main:574] : INFO : Epoch 1739 | loss: 0.0311848 | val_loss: 0.0311849 | Time: 1508.42 ms [2022-03-23 13:59:40 main:574] : INFO : Epoch 1740 | loss: 0.0311859 | val_loss: 0.0311814 | Time: 1504.53 ms [2022-03-23 13:59:41 main:574] : INFO : Epoch 1741 | loss: 0.0311834 | val_loss: 0.0311826 | Time: 1528.7 ms [2022-03-23 13:59:43 main:574] : INFO : Epoch 1742 | loss: 0.0311835 | val_loss: 0.0311832 | Time: 1513.91 ms [2022-03-23 13:59:44 main:574] : INFO : Epoch 1743 | loss: 0.0311834 | val_loss: 0.0311812 | Time: 1184.34 ms [2022-03-23 13:59:45 main:574] : INFO : Epoch 1744 | loss: 0.0311834 | val_loss: 0.0311823 | Time: 1319.96 ms [2022-03-23 13:59:47 main:574] : INFO : Epoch 1745 | loss: 0.0311842 | val_loss: 0.0311856 | Time: 1527.89 ms [2022-03-23 13:59:48 main:574] : INFO : Epoch 1746 | loss: 0.0311851 | val_loss: 0.0311826 | Time: 1537.44 ms [2022-03-23 13:59:50 main:574] : INFO : Epoch 1747 | loss: 0.0311834 | val_loss: 0.0311821 | Time: 1534.39 ms [2022-03-23 13:59:51 main:574] : INFO : Epoch 1748 | loss: 0.0311839 | val_loss: 0.031182 | Time: 1497.77 ms [2022-03-23 13:59:53 main:574] : INFO : Epoch 1749 | loss: 0.0311834 | val_loss: 0.0311821 | Time: 1507.89 ms [2022-03-23 13:59:54 main:574] : INFO : Epoch 1750 | loss: 0.0311835 | val_loss: 0.0311812 | Time: 1142.62 ms [2022-03-23 13:59:55 main:574] : INFO : Epoch 1751 | loss: 0.031184 | val_loss: 0.0311826 | Time: 1362.06 ms [2022-03-23 13:59:57 main:574] : INFO : Epoch 1752 | loss: 0.0311841 | val_loss: 0.0311817 | Time: 1563.86 ms [2022-03-23 13:59:59 main:574] : INFO : Epoch 1753 | loss: 0.0311863 | val_loss: 0.0311862 | Time: 1515.17 ms [2022-03-23 14:00:00 main:574] : INFO : Epoch 1754 | loss: 0.0311879 | val_loss: 0.0311845 | Time: 1517.07 ms [2022-03-23 14:00:02 main:574] : INFO : Epoch 1755 | loss: 0.031184 | val_loss: 0.0311836 | Time: 1524.04 ms [2022-03-23 14:00:03 main:574] : INFO : Epoch 1756 | loss: 0.0311832 | val_loss: 0.0311828 | Time: 1499.81 ms [2022-03-23 14:00:04 main:574] : INFO : Epoch 1757 | loss: 0.0311834 | val_loss: 0.0311818 | Time: 1149.06 ms [2022-03-23 14:00:06 main:574] : INFO : Epoch 1758 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1422.42 ms [2022-03-23 14:00:07 main:574] : INFO : Epoch 1759 | loss: 0.0311832 | val_loss: 0.0311834 | Time: 1530.28 ms [2022-03-23 14:00:09 main:574] : INFO : Epoch 1760 | loss: 0.0311849 | val_loss: 0.0311819 | Time: 1520.17 ms [2022-03-23 14:00:10 main:574] : INFO : Epoch 1761 | loss: 0.0311837 | val_loss: 0.0311814 | Time: 1504.34 ms [2022-03-23 14:00:12 main:574] : INFO : Epoch 1762 | loss: 0.0311847 | val_loss: 0.0311812 | Time: 1507.78 ms [2022-03-23 14:00:13 main:574] : INFO : Epoch 1763 | loss: 0.0311833 | val_loss: 0.0311817 | Time: 1517.83 ms [2022-03-23 14:00:14 main:574] : INFO : Epoch 1764 | loss: 0.0311835 | val_loss: 0.0311825 | Time: 1093.79 ms [2022-03-23 14:00:16 main:574] : INFO : Epoch 1765 | loss: 0.0311833 | val_loss: 0.0311813 | Time: 1485.13 ms [2022-03-23 14:00:17 main:574] : INFO : Epoch 1766 | loss: 0.0311832 | val_loss: 0.0311818 | Time: 1494.69 ms [2022-03-23 14:00:19 main:574] : INFO : Epoch 1767 | loss: 0.0311833 | val_loss: 0.0311813 | Time: 1530.85 ms [2022-03-23 14:00:20 main:574] : INFO : Epoch 1768 | loss: 0.0311834 | val_loss: 0.0311816 | Time: 1508.71 ms [2022-03-23 14:00:22 main:574] : INFO : Epoch 1769 | loss: 0.031185 | val_loss: 0.0311813 | Time: 1513.23 ms [2022-03-23 14:00:23 main:574] : INFO : Epoch 1770 | loss: 0.0311834 | val_loss: 0.0311819 | Time: 1518.79 ms [2022-03-23 14:00:24 main:574] : INFO : Epoch 1771 | loss: 0.0311849 | val_loss: 0.0311873 | Time: 1040.32 ms [2022-03-23 14:00:26 main:574] : INFO : Epoch 1772 | loss: 0.0311841 | val_loss: 0.0311832 | Time: 1503.18 ms [2022-03-23 14:00:28 main:574] : INFO : Epoch 1773 | loss: 0.0311834 | val_loss: 0.0311822 | Time: 1536.6 ms [2022-03-23 14:00:29 main:574] : INFO : Epoch 1774 | loss: 0.0311843 | val_loss: 0.0311817 | Time: 1538.69 ms [2022-03-23 14:00:31 main:574] : INFO : Epoch 1775 | loss: 0.0311838 | val_loss: 0.0311817 | Time: 1495.81 ms [2022-03-23 14:00:32 main:574] : INFO : Epoch 1776 | loss: 0.0311836 | val_loss: 0.0311821 | Time: 1521.26 ms [2022-03-23 14:00:34 main:574] : INFO : Epoch 1777 | loss: 0.0311839 | val_loss: 0.0311819 | Time: 1457.17 ms [2022-03-23 14:00:35 main:574] : INFO : Epoch 1778 | loss: 0.0311841 | val_loss: 0.0311825 | Time: 1022.69 ms [2022-03-23 14:00:36 main:574] : INFO : Epoch 1779 | loss: 0.0311837 | val_loss: 0.0311816 | Time: 1512.23 ms [2022-03-23 14:00:38 main:574] : INFO : Epoch 1780 | loss: 0.0311839 | val_loss: 0.0311825 | Time: 1517.98 ms [2022-03-23 14:00:39 main:574] : INFO : Epoch 1781 | loss: 0.031184 | val_loss: 0.0311855 | Time: 1519.89 ms [2022-03-23 14:00:41 main:574] : INFO : Epoch 1782 | loss: 0.0311839 | val_loss: 0.0311819 | Time: 1496.57 ms [2022-03-23 14:00:42 main:574] : INFO : Epoch 1783 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1527.34 ms [2022-03-23 14:00:44 main:574] : INFO : Epoch 1784 | loss: 0.0311847 | val_loss: 0.031182 | Time: 1444.04 ms [2022-03-23 14:00:45 main:574] : INFO : Epoch 1785 | loss: 0.0311849 | val_loss: 0.0311836 | Time: 1088.26 ms [2022-03-23 14:00:46 main:574] : INFO : Epoch 1786 | loss: 0.0311845 | val_loss: 0.0311825 | Time: 1493.78 ms [2022-03-23 14:00:48 main:574] : INFO : Epoch 1787 | loss: 0.0311837 | val_loss: 0.0311829 | Time: 1478.77 ms [2022-03-23 14:00:49 main:574] : INFO : Epoch 1788 | loss: 0.0311854 | val_loss: 0.0311813 | Time: 1502.76 ms [2022-03-23 14:00:51 main:574] : INFO : Epoch 1789 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1516.04 ms [2022-03-23 14:00:52 main:574] : INFO : Epoch 1790 | loss: 0.0311841 | val_loss: 0.0311832 | Time: 1498.17 ms [2022-03-23 14:00:54 main:574] : INFO : Epoch 1791 | loss: 0.0311837 | val_loss: 0.0311819 | Time: 1432.25 ms [2022-03-23 14:00:55 main:574] : INFO : Epoch 1792 | loss: 0.0311846 | val_loss: 0.0311817 | Time: 1088.68 ms [2022-03-23 14:00:56 main:574] : INFO : Epoch 1793 | loss: 0.0311837 | val_loss: 0.0311837 | Time: 1532.14 ms [2022-03-23 14:00:58 main:574] : INFO : Epoch 1794 | loss: 0.0311848 | val_loss: 0.031184 | Time: 1539.09 ms [2022-03-23 14:00:59 main:574] : INFO : Epoch 1795 | loss: 0.0311834 | val_loss: 0.0311823 | Time: 1532.23 ms [2022-03-23 14:01:01 main:574] : INFO : Epoch 1796 | loss: 0.0311848 | val_loss: 0.0311832 | Time: 1519.79 ms [2022-03-23 14:01:02 main:574] : INFO : Epoch 1797 | loss: 0.0311846 | val_loss: 0.0311831 | Time: 1522.33 ms [2022-03-23 14:01:04 main:574] : INFO : Epoch 1798 | loss: 0.0311851 | val_loss: 0.0311816 | Time: 1407.46 ms [2022-03-23 14:01:05 main:574] : INFO : Epoch 1799 | loss: 0.0311837 | val_loss: 0.0311824 | Time: 1133.05 ms [2022-03-23 14:01:06 main:574] : INFO : Epoch 1800 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1520.29 ms [2022-03-23 14:01:08 main:574] : INFO : Epoch 1801 | loss: 0.0311835 | val_loss: 0.0311813 | Time: 1524.04 ms [2022-03-23 14:01:09 main:574] : INFO : Epoch 1802 | loss: 0.0311832 | val_loss: 0.0311813 | Time: 1513.83 ms [2022-03-23 14:01:11 main:574] : INFO : Epoch 1803 | loss: 0.0311865 | val_loss: 0.0311907 | Time: 1514.15 ms [2022-03-23 14:01:13 main:574] : INFO : Epoch 1804 | loss: 0.0311874 | val_loss: 0.0311834 | Time: 1521.44 ms [2022-03-23 14:01:14 main:574] : INFO : Epoch 1805 | loss: 0.0311853 | val_loss: 0.0311818 | Time: 1335.16 ms [2022-03-23 14:01:15 main:574] : INFO : Epoch 1806 | loss: 0.0311835 | val_loss: 0.0311829 | Time: 1132.76 ms [2022-03-23 14:01:17 main:574] : INFO : Epoch 1807 | loss: 0.031185 | val_loss: 0.0311823 | Time: 1526.84 ms [2022-03-23 14:01:18 main:574] : INFO : Epoch 1808 | loss: 0.0311841 | val_loss: 0.0311847 | Time: 1517.94 ms [2022-03-23 14:01:20 main:574] : INFO : Epoch 1809 | loss: 0.0311841 | val_loss: 0.0311812 | Time: 1533.13 ms [2022-03-23 14:01:21 main:574] : INFO : Epoch 1810 | loss: 0.0311839 | val_loss: 0.0311813 | Time: 1540 ms [2022-03-23 14:01:23 main:574] : INFO : Epoch 1811 | loss: 0.0311832 | val_loss: 0.0311824 | Time: 1517.83 ms [2022-03-23 14:01:24 main:574] : INFO : Epoch 1812 | loss: 0.0311833 | val_loss: 0.0311812 | Time: 1314.34 ms [2022-03-23 14:01:25 main:574] : INFO : Epoch 1813 | loss: 0.031183 | val_loss: 0.0311814 | Time: 1220.51 ms [2022-03-23 14:01:27 main:574] : INFO : Epoch 1814 | loss: 0.0311838 | val_loss: 0.0311824 | Time: 1498.54 ms [2022-03-23 14:01:28 main:574] : INFO : Epoch 1815 | loss: 0.0311842 | val_loss: 0.0311821 | Time: 1515.26 ms [2022-03-23 14:01:30 main:574] : INFO : Epoch 1816 | loss: 0.0311837 | val_loss: 0.0311819 | Time: 1516.85 ms [2022-03-23 14:01:31 main:574] : INFO : Epoch 1817 | loss: 0.0311834 | val_loss: 0.0311813 | Time: 1510.1 ms [2022-03-23 14:01:33 main:574] : INFO : Epoch 1818 | loss: 0.0311833 | val_loss: 0.0311838 | Time: 1512.56 ms [2022-03-23 14:01:34 main:574] : INFO : Epoch 1819 | loss: 0.0311837 | val_loss: 0.0311819 | Time: 1295.12 ms [2022-03-23 14:01:35 main:574] : INFO : Epoch 1820 | loss: 0.0311839 | val_loss: 0.0311817 | Time: 1211.46 ms [2022-03-23 14:01:37 main:574] : INFO : Epoch 1821 | loss: 0.0311832 | val_loss: 0.031183 | Time: 1497.15 ms [2022-03-23 14:01:38 main:574] : INFO : Epoch 1822 | loss: 0.0311839 | val_loss: 0.0311824 | Time: 1521 ms [2022-03-23 14:01:40 main:574] : INFO : Epoch 1823 | loss: 0.031184 | val_loss: 0.0311829 | Time: 1495.85 ms [2022-03-23 14:01:41 main:574] : INFO : Epoch 1824 | loss: 0.0311837 | val_loss: 0.0311814 | Time: 1533.53 ms [2022-03-23 14:01:43 main:574] : INFO : Epoch 1825 | loss: 0.0311832 | val_loss: 0.0311822 | Time: 1540.11 ms [2022-03-23 14:01:44 main:574] : INFO : Epoch 1826 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1258.23 ms [2022-03-23 14:01:45 main:574] : INFO : Epoch 1827 | loss: 0.0311838 | val_loss: 0.0311815 | Time: 1247.74 ms [2022-03-23 14:01:47 main:574] : INFO : Epoch 1828 | loss: 0.0311833 | val_loss: 0.0311828 | Time: 1518.17 ms [2022-03-23 14:01:48 main:574] : INFO : Epoch 1829 | loss: 0.0311845 | val_loss: 0.0311821 | Time: 1525.32 ms [2022-03-23 14:01:50 main:574] : INFO : Epoch 1830 | loss: 0.0311838 | val_loss: 0.0311824 | Time: 1527.77 ms [2022-03-23 14:01:52 main:574] : INFO : Epoch 1831 | loss: 0.0311831 | val_loss: 0.0311824 | Time: 1544.38 ms [2022-03-23 14:01:53 main:574] : INFO : Epoch 1832 | loss: 0.0311835 | val_loss: 0.0311811 | Time: 1523.53 ms [2022-03-23 14:01:54 main:574] : INFO : Epoch 1833 | loss: 0.0311828 | val_loss: 0.031183 | Time: 1209.74 ms [2022-03-23 14:01:56 main:574] : INFO : Epoch 1834 | loss: 0.0311843 | val_loss: 0.0311821 | Time: 1282.11 ms [2022-03-23 14:01:57 main:574] : INFO : Epoch 1835 | loss: 0.0311837 | val_loss: 0.0311818 | Time: 1560.56 ms [2022-03-23 14:01:59 main:574] : INFO : Epoch 1836 | loss: 0.0311838 | val_loss: 0.0311815 | Time: 1513.72 ms [2022-03-23 14:02:00 main:574] : INFO : Epoch 1837 | loss: 0.0311834 | val_loss: 0.0311811 | Time: 1529.22 ms [2022-03-23 14:02:02 main:574] : INFO : Epoch 1838 | loss: 0.0311839 | val_loss: 0.0311831 | Time: 1533.99 ms [2022-03-23 14:02:03 main:574] : INFO : Epoch 1839 | loss: 0.0311837 | val_loss: 0.0311816 | Time: 1507.77 ms [2022-03-23 14:02:04 main:574] : INFO : Epoch 1840 | loss: 0.0311837 | val_loss: 0.0311813 | Time: 1194.83 ms [2022-03-23 14:02:06 main:574] : INFO : Epoch 1841 | loss: 0.0311834 | val_loss: 0.0311824 | Time: 1351.43 ms [2022-03-23 14:02:07 main:574] : INFO : Epoch 1842 | loss: 0.0311857 | val_loss: 0.0311877 | Time: 1515.11 ms [2022-03-23 14:02:09 main:574] : INFO : Epoch 1843 | loss: 0.0311851 | val_loss: 0.0311827 | Time: 1487.67 ms [2022-03-23 14:02:10 main:574] : INFO : Epoch 1844 | loss: 0.0311839 | val_loss: 0.031183 | Time: 1548.42 ms [2022-03-23 14:02:12 main:574] : INFO : Epoch 1845 | loss: 0.0311847 | val_loss: 0.0311879 | Time: 1515.54 ms [2022-03-23 14:02:13 main:574] : INFO : Epoch 1846 | loss: 0.031184 | val_loss: 0.0311849 | Time: 1536.46 ms [2022-03-23 14:02:14 main:574] : INFO : Epoch 1847 | loss: 0.031185 | val_loss: 0.0311826 | Time: 1129.53 ms [2022-03-23 14:02:16 main:574] : INFO : Epoch 1848 | loss: 0.0311864 | val_loss: 0.0311841 | Time: 1390.98 ms [2022-03-23 14:02:17 main:574] : INFO : Epoch 1849 | loss: 0.0311861 | val_loss: 0.0311838 | Time: 1504.02 ms [2022-03-23 14:02:19 main:574] : INFO : Epoch 1850 | loss: 0.0311856 | val_loss: 0.0311843 | Time: 1522.15 ms [2022-03-23 14:02:20 main:574] : INFO : Epoch 1851 | loss: 0.0311846 | val_loss: 0.0311818 | Time: 1526.55 ms [2022-03-23 14:02:22 main:574] : INFO : Epoch 1852 | loss: 0.0311836 | val_loss: 0.0311815 | Time: 1524.75 ms [2022-03-23 14:02:23 main:574] : INFO : Epoch 1853 | loss: 0.0311832 | val_loss: 0.0311822 | Time: 1523.77 ms [2022-03-23 14:02:25 main:574] : INFO : Epoch 1854 | loss: 0.031183 | val_loss: 0.0311811 | Time: 1071.35 ms [2022-03-23 14:02:26 main:574] : INFO : Epoch 1855 | loss: 0.0311837 | val_loss: 0.0311823 | Time: 1427.56 ms [2022-03-23 14:02:28 main:574] : INFO : Epoch 1856 | loss: 0.0311838 | val_loss: 0.031182 | Time: 1523.4 ms [2022-03-23 14:02:29 main:574] : INFO : Epoch 1857 | loss: 0.0311833 | val_loss: 0.0311826 | Time: 1519.22 ms [2022-03-23 14:02:31 main:574] : INFO : Epoch 1858 | loss: 0.0311837 | val_loss: 0.0311832 | Time: 1498.92 ms [2022-03-23 14:02:32 main:574] : INFO : Epoch 1859 | loss: 0.0311846 | val_loss: 0.0311828 | Time: 1518.79 ms [2022-03-23 14:02:34 main:574] : INFO : Epoch 1860 | loss: 0.0311849 | val_loss: 0.0311819 | Time: 1517.84 ms [2022-03-23 14:02:35 main:574] : INFO : Epoch 1861 | loss: 0.0311832 | val_loss: 0.0311822 | Time: 1071.03 ms [2022-03-23 14:02:36 main:574] : INFO : Epoch 1862 | loss: 0.0311837 | val_loss: 0.0311814 | Time: 1484.74 ms [2022-03-23 14:02:38 main:574] : INFO : Epoch 1863 | loss: 0.0311852 | val_loss: 0.0311829 | Time: 1493.47 ms [2022-03-23 14:02:39 main:574] : INFO : Epoch 1864 | loss: 0.0311836 | val_loss: 0.0311816 | Time: 1495.43 ms [2022-03-23 14:02:41 main:574] : INFO : Epoch 1865 | loss: 0.0311831 | val_loss: 0.0311816 | Time: 1523.02 ms [2022-03-23 14:02:42 main:574] : INFO : Epoch 1866 | loss: 0.0311831 | val_loss: 0.0311819 | Time: 1529.45 ms [2022-03-23 14:02:44 main:574] : INFO : Epoch 1867 | loss: 0.0311835 | val_loss: 0.0311813 | Time: 1517.74 ms [2022-03-23 14:02:45 main:574] : INFO : Epoch 1868 | loss: 0.0311843 | val_loss: 0.0311839 | Time: 1029.4 ms [2022-03-23 14:02:46 main:574] : INFO : Epoch 1869 | loss: 0.0311847 | val_loss: 0.0311839 | Time: 1500.52 ms [2022-03-23 14:02:48 main:574] : INFO : Epoch 1870 | loss: 0.0311852 | val_loss: 0.0311823 | Time: 1499.96 ms [2022-03-23 14:02:49 main:574] : INFO : Epoch 1871 | loss: 0.0311835 | val_loss: 0.0311812 | Time: 1501.81 ms [2022-03-23 14:02:51 main:574] : INFO : Epoch 1872 | loss: 0.0311831 | val_loss: 0.0311811 | Time: 1492.44 ms [2022-03-23 14:02:52 main:574] : INFO : Epoch 1873 | loss: 0.031183 | val_loss: 0.0311815 | Time: 1511.13 ms [2022-03-23 14:02:54 main:574] : INFO : Epoch 1874 | loss: 0.0311837 | val_loss: 0.0311818 | Time: 1511.77 ms [2022-03-23 14:02:55 main:574] : INFO : Epoch 1875 | loss: 0.0311838 | val_loss: 0.0311834 | Time: 981.639 ms [2022-03-23 14:02:56 main:574] : INFO : Epoch 1876 | loss: 0.031185 | val_loss: 0.0311832 | Time: 1500.58 ms [2022-03-23 14:02:58 main:574] : INFO : Epoch 1877 | loss: 0.0311836 | val_loss: 0.0311837 | Time: 1488.41 ms [2022-03-23 14:02:59 main:574] : INFO : Epoch 1878 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1519.71 ms [2022-03-23 14:03:01 main:574] : INFO : Epoch 1879 | loss: 0.0311831 | val_loss: 0.0311822 | Time: 1527.41 ms [2022-03-23 14:03:02 main:574] : INFO : Epoch 1880 | loss: 0.031184 | val_loss: 0.0311823 | Time: 1523.44 ms [2022-03-23 14:03:04 main:574] : INFO : Epoch 1881 | loss: 0.0311846 | val_loss: 0.0311859 | Time: 1509.48 ms [2022-03-23 14:03:05 main:574] : INFO : Epoch 1882 | loss: 0.0311853 | val_loss: 0.031182 | Time: 998.269 ms [2022-03-23 14:03:06 main:574] : INFO : Epoch 1883 | loss: 0.0311842 | val_loss: 0.0311814 | Time: 1523.92 ms [2022-03-23 14:03:08 main:574] : INFO : Epoch 1884 | loss: 0.0311837 | val_loss: 0.0311823 | Time: 1529.42 ms [2022-03-23 14:03:09 main:574] : INFO : Epoch 1885 | loss: 0.0311835 | val_loss: 0.0311829 | Time: 1506.38 ms [2022-03-23 14:03:11 main:574] : INFO : Epoch 1886 | loss: 0.0311843 | val_loss: 0.0311821 | Time: 1542.11 ms [2022-03-23 14:03:12 main:574] : INFO : Epoch 1887 | loss: 0.0311834 | val_loss: 0.031185 | Time: 1514.45 ms [2022-03-23 14:03:14 main:574] : INFO : Epoch 1888 | loss: 0.0311839 | val_loss: 0.0311815 | Time: 1427.54 ms [2022-03-23 14:03:15 main:574] : INFO : Epoch 1889 | loss: 0.0311832 | val_loss: 0.0311812 | Time: 996.248 ms [2022-03-23 14:03:16 main:574] : INFO : Epoch 1890 | loss: 0.0311838 | val_loss: 0.0311814 | Time: 1499.5 ms [2022-03-23 14:03:18 main:574] : INFO : Epoch 1891 | loss: 0.0311837 | val_loss: 0.0311832 | Time: 1508.83 ms [2022-03-23 14:03:19 main:574] : INFO : Epoch 1892 | loss: 0.0311834 | val_loss: 0.0311812 | Time: 1525.64 ms [2022-03-23 14:03:21 main:574] : INFO : Epoch 1893 | loss: 0.0311839 | val_loss: 0.0311818 | Time: 1510.39 ms [2022-03-23 14:03:22 main:574] : INFO : Epoch 1894 | loss: 0.0311833 | val_loss: 0.0311815 | Time: 1533.51 ms [2022-03-23 14:03:24 main:574] : INFO : Epoch 1895 | loss: 0.031184 | val_loss: 0.0311826 | Time: 1457.93 ms [2022-03-23 14:03:25 main:574] : INFO : Epoch 1896 | loss: 0.0311837 | val_loss: 0.0311811 | Time: 1426.52 ms [2022-03-23 14:03:27 main:574] : INFO : Epoch 1897 | loss: 0.0311838 | val_loss: 0.0311848 | Time: 1507.4 ms [2022-03-23 14:03:28 main:574] : INFO : Epoch 1898 | loss: 0.0311849 | val_loss: 0.0311829 | Time: 1508.78 ms [2022-03-23 14:03:30 main:574] : INFO : Epoch 1899 | loss: 0.0311835 | val_loss: 0.0311813 | Time: 1517.26 ms [2022-03-23 14:03:31 main:574] : INFO : Epoch 1900 | loss: 0.031183 | val_loss: 0.0311823 | Time: 1504.24 ms [2022-03-23 14:03:33 main:574] : INFO : Epoch 1901 | loss: 0.0311837 | val_loss: 0.0311819 | Time: 1508.89 ms [2022-03-23 14:03:34 main:574] : INFO : Epoch 1902 | loss: 0.031184 | val_loss: 0.0311833 | Time: 1339.42 ms [2022-03-23 14:03:35 main:574] : INFO : Epoch 1903 | loss: 0.0311835 | val_loss: 0.0311811 | Time: 1199.93 ms [2022-03-23 14:03:37 main:574] : INFO : Epoch 1904 | loss: 0.0311837 | val_loss: 0.0311822 | Time: 1493.07 ms [2022-03-23 14:03:38 main:574] : INFO : Epoch 1905 | loss: 0.0311842 | val_loss: 0.0311813 | Time: 1500.15 ms [2022-03-23 14:03:40 main:574] : INFO : Epoch 1906 | loss: 0.031183 | val_loss: 0.0311812 | Time: 1504.03 ms [2022-03-23 14:03:41 main:574] : INFO : Epoch 1907 | loss: 0.0311833 | val_loss: 0.0311837 | Time: 1514.41 ms [2022-03-23 14:03:43 main:574] : INFO : Epoch 1908 | loss: 0.0311841 | val_loss: 0.0311862 | Time: 1513.51 ms [2022-03-23 14:03:44 main:574] : INFO : Epoch 1909 | loss: 0.0311838 | val_loss: 0.0311816 | Time: 1290.22 ms [2022-03-23 14:03:46 main:574] : INFO : Epoch 1910 | loss: 0.0311845 | val_loss: 0.0311817 | Time: 1213.76 ms [2022-03-23 14:03:47 main:574] : INFO : Epoch 1911 | loss: 0.0311834 | val_loss: 0.0311811 | Time: 1491.19 ms [2022-03-23 14:03:49 main:574] : INFO : Epoch 1912 | loss: 0.0311834 | val_loss: 0.031182 | Time: 1498.42 ms [2022-03-23 14:03:50 main:574] : INFO : Epoch 1913 | loss: 0.0311838 | val_loss: 0.0311832 | Time: 1509.93 ms [2022-03-23 14:03:52 main:574] : INFO : Epoch 1914 | loss: 0.0311844 | val_loss: 0.0311814 | Time: 1523.52 ms [2022-03-23 14:03:53 main:574] : INFO : Epoch 1915 | loss: 0.0311845 | val_loss: 0.0311898 | Time: 1510.28 ms [2022-03-23 14:03:54 main:574] : INFO : Epoch 1916 | loss: 0.0311862 | val_loss: 0.0311821 | Time: 1294.18 ms [2022-03-23 14:03:56 main:574] : INFO : Epoch 1917 | loss: 0.0311843 | val_loss: 0.0311824 | Time: 1255.47 ms [2022-03-23 14:03:57 main:574] : INFO : Epoch 1918 | loss: 0.031184 | val_loss: 0.0311828 | Time: 1541.72 ms [2022-03-23 14:03:59 main:574] : INFO : Epoch 1919 | loss: 0.0311835 | val_loss: 0.0311813 | Time: 1506.05 ms [2022-03-23 14:04:00 main:574] : INFO : Epoch 1920 | loss: 0.0311833 | val_loss: 0.0311824 | Time: 1507.74 ms [2022-03-23 14:04:02 main:574] : INFO : Epoch 1921 | loss: 0.0311844 | val_loss: 0.031182 | Time: 1530.29 ms [2022-03-23 14:04:03 main:574] : INFO : Epoch 1922 | loss: 0.0311837 | val_loss: 0.031183 | Time: 1525.53 ms [2022-03-23 14:04:04 main:574] : INFO : Epoch 1923 | loss: 0.0311837 | val_loss: 0.0311832 | Time: 1224.49 ms [2022-03-23 14:04:06 main:574] : INFO : Epoch 1924 | loss: 0.0311836 | val_loss: 0.0311816 | Time: 1295.35 ms [2022-03-23 14:04:07 main:574] : INFO : Epoch 1925 | loss: 0.0311836 | val_loss: 0.0311824 | Time: 1502.21 ms [2022-03-23 14:04:09 main:574] : INFO : Epoch 1926 | loss: 0.0311838 | val_loss: 0.0311844 | Time: 1510.87 ms [2022-03-23 14:04:10 main:574] : INFO : Epoch 1927 | loss: 0.0311846 | val_loss: 0.0311831 | Time: 1497.63 ms [2022-03-23 14:04:12 main:574] : INFO : Epoch 1928 | loss: 0.0311836 | val_loss: 0.0311811 | Time: 1504.75 ms [2022-03-23 14:04:13 main:574] : INFO : Epoch 1929 | loss: 0.0311833 | val_loss: 0.0311817 | Time: 1504.93 ms [2022-03-23 14:04:15 main:574] : INFO : Epoch 1930 | loss: 0.0311842 | val_loss: 0.0311853 | Time: 1215.84 ms [2022-03-23 14:04:16 main:574] : INFO : Epoch 1931 | loss: 0.0311848 | val_loss: 0.0311814 | Time: 1328.84 ms [2022-03-23 14:04:17 main:574] : INFO : Epoch 1932 | loss: 0.0311854 | val_loss: 0.031182 | Time: 1499.49 ms [2022-03-23 14:04:19 main:574] : INFO : Epoch 1933 | loss: 0.0311848 | val_loss: 0.0311837 | Time: 1503.18 ms [2022-03-23 14:04:20 main:574] : INFO : Epoch 1934 | loss: 0.0311867 | val_loss: 0.0311823 | Time: 1492.2 ms [2022-03-23 14:04:22 main:574] : INFO : Epoch 1935 | loss: 0.031184 | val_loss: 0.0311825 | Time: 1495.31 ms [2022-03-23 14:04:23 main:574] : INFO : Epoch 1936 | loss: 0.031185 | val_loss: 0.0311818 | Time: 1526.93 ms [2022-03-23 14:04:25 main:574] : INFO : Epoch 1937 | loss: 0.031184 | val_loss: 0.0311818 | Time: 1171.25 ms [2022-03-23 14:04:26 main:574] : INFO : Epoch 1938 | loss: 0.0311838 | val_loss: 0.0311839 | Time: 1440.18 ms [2022-03-23 14:04:28 main:574] : INFO : Epoch 1939 | loss: 0.0311872 | val_loss: 0.0311847 | Time: 1524.6 ms [2022-03-23 14:04:29 main:574] : INFO : Epoch 1940 | loss: 0.0311862 | val_loss: 0.0311837 | Time: 1495.33 ms [2022-03-23 14:04:31 main:574] : INFO : Epoch 1941 | loss: 0.0311834 | val_loss: 0.0311814 | Time: 1489.67 ms [2022-03-23 14:04:32 main:574] : INFO : Epoch 1942 | loss: 0.0311839 | val_loss: 0.0311827 | Time: 1506.53 ms [2022-03-23 14:04:34 main:574] : INFO : Epoch 1943 | loss: 0.0311836 | val_loss: 0.0311822 | Time: 1530.28 ms [2022-03-23 14:04:35 main:574] : INFO : Epoch 1944 | loss: 0.0311836 | val_loss: 0.0311816 | Time: 1156.59 ms [2022-03-23 14:04:36 main:574] : INFO : Epoch 1945 | loss: 0.0311833 | val_loss: 0.031182 | Time: 1398.41 ms [2022-03-23 14:04:38 main:574] : INFO : Epoch 1946 | loss: 0.0311833 | val_loss: 0.0311813 | Time: 1507.36 ms [2022-03-23 14:04:39 main:574] : INFO : Epoch 1947 | loss: 0.0311852 | val_loss: 0.0311825 | Time: 1486.69 ms [2022-03-23 14:04:41 main:574] : INFO : Epoch 1948 | loss: 0.0311835 | val_loss: 0.0311835 | Time: 1502.14 ms [2022-03-23 14:04:42 main:574] : INFO : Epoch 1949 | loss: 0.0311855 | val_loss: 0.0311822 | Time: 1507.92 ms [2022-03-23 14:04:44 main:574] : INFO : Epoch 1950 | loss: 0.031183 | val_loss: 0.0311849 | Time: 1512.33 ms [2022-03-23 14:04:45 main:574] : INFO : Epoch 1951 | loss: 0.0311842 | val_loss: 0.0311819 | Time: 1160.67 ms [2022-03-23 14:04:46 main:574] : INFO : Epoch 1952 | loss: 0.0311835 | val_loss: 0.0311827 | Time: 1483.98 ms [2022-03-23 14:04:48 main:574] : INFO : Epoch 1953 | loss: 0.0311837 | val_loss: 0.0311824 | Time: 1511.01 ms [2022-03-23 14:04:49 main:574] : INFO : Epoch 1954 | loss: 0.0311836 | val_loss: 0.0311851 | Time: 1524.25 ms [2022-03-23 14:04:51 main:574] : INFO : Epoch 1955 | loss: 0.0311838 | val_loss: 0.0311816 | Time: 1531.25 ms [2022-03-23 14:04:52 main:574] : INFO : Epoch 1956 | loss: 0.0311829 | val_loss: 0.0311815 | Time: 1521.77 ms [2022-03-23 14:04:54 main:574] : INFO : Epoch 1957 | loss: 0.0311833 | val_loss: 0.0311826 | Time: 1536.1 ms [2022-03-23 14:04:55 main:574] : INFO : Epoch 1958 | loss: 0.0311838 | val_loss: 0.0311817 | Time: 1084.97 ms [2022-03-23 14:04:57 main:574] : INFO : Epoch 1959 | loss: 0.0311844 | val_loss: 0.0311825 | Time: 1503.41 ms [2022-03-23 14:04:58 main:574] : INFO : Epoch 1960 | loss: 0.0311846 | val_loss: 0.0311822 | Time: 1524.4 ms [2022-03-23 14:05:00 main:574] : INFO : Epoch 1961 | loss: 0.031184 | val_loss: 0.0311825 | Time: 1507.04 ms [2022-03-23 14:05:01 main:574] : INFO : Epoch 1962 | loss: 0.0311844 | val_loss: 0.0311814 | Time: 1523.32 ms [2022-03-23 14:05:03 main:574] : INFO : Epoch 1963 | loss: 0.0311831 | val_loss: 0.0311812 | Time: 1519.25 ms [2022-03-23 14:05:04 main:574] : INFO : Epoch 1964 | loss: 0.0311832 | val_loss: 0.0311828 | Time: 1475.38 ms [2022-03-23 14:05:05 main:574] : INFO : Epoch 1965 | loss: 0.0311835 | val_loss: 0.0311855 | Time: 1036.95 ms [2022-03-23 14:05:07 main:574] : INFO : Epoch 1966 | loss: 0.0311839 | val_loss: 0.0311822 | Time: 1542.37 ms [2022-03-23 14:05:08 main:574] : INFO : Epoch 1967 | loss: 0.0311843 | val_loss: 0.0311813 | Time: 1524.94 ms [2022-03-23 14:05:10 main:574] : INFO : Epoch 1968 | loss: 0.0311842 | val_loss: 0.0311829 | Time: 1489.65 ms [2022-03-23 14:05:11 main:574] : INFO : Epoch 1969 | loss: 0.0311838 | val_loss: 0.0311813 | Time: 1506.02 ms [2022-03-23 14:05:13 main:574] : INFO : Epoch 1970 | loss: 0.031184 | val_loss: 0.0311838 | Time: 1517.34 ms [2022-03-23 14:05:14 main:574] : INFO : Epoch 1971 | loss: 0.0311893 | val_loss: 0.031183 | Time: 1472.07 ms [2022-03-23 14:05:15 main:574] : INFO : Epoch 1972 | loss: 0.0311853 | val_loss: 0.0311826 | Time: 1027.17 ms [2022-03-23 14:05:17 main:574] : INFO : Epoch 1973 | loss: 0.0311839 | val_loss: 0.0311813 | Time: 1513.7 ms [2022-03-23 14:05:18 main:574] : INFO : Epoch 1974 | loss: 0.0311836 | val_loss: 0.031182 | Time: 1477.57 ms [2022-03-23 14:05:20 main:574] : INFO : Epoch 1975 | loss: 0.031183 | val_loss: 0.0311818 | Time: 1502.6 ms [2022-03-23 14:05:21 main:574] : INFO : Epoch 1976 | loss: 0.031184 | val_loss: 0.0311821 | Time: 1534.93 ms [2022-03-23 14:05:23 main:574] : INFO : Epoch 1977 | loss: 0.0311841 | val_loss: 0.0311812 | Time: 1495.29 ms [2022-03-23 14:05:24 main:574] : INFO : Epoch 1978 | loss: 0.0311832 | val_loss: 0.0311813 | Time: 1443.67 ms [2022-03-23 14:05:25 main:574] : INFO : Epoch 1979 | loss: 0.0311832 | val_loss: 0.0311815 | Time: 1087.03 ms [2022-03-23 14:05:27 main:574] : INFO : Epoch 1980 | loss: 0.0311835 | val_loss: 0.0311818 | Time: 1527.53 ms [2022-03-23 14:05:28 main:574] : INFO : Epoch 1981 | loss: 0.0311848 | val_loss: 0.0311818 | Time: 1527.67 ms [2022-03-23 14:05:30 main:574] : INFO : Epoch 1982 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 1482.41 ms [2022-03-23 14:05:31 main:574] : INFO : Epoch 1983 | loss: 0.0311844 | val_loss: 0.0311822 | Time: 1514.61 ms [2022-03-23 14:05:33 main:574] : INFO : Epoch 1984 | loss: 0.0311839 | val_loss: 0.0311812 | Time: 1519.6 ms [2022-03-23 14:05:34 main:574] : INFO : Epoch 1985 | loss: 0.0311831 | val_loss: 0.0311816 | Time: 1395.73 ms [2022-03-23 14:05:35 main:574] : INFO : Epoch 1986 | loss: 0.0311834 | val_loss: 0.0311829 | Time: 1135.06 ms [2022-03-23 14:05:37 main:574] : INFO : Epoch 1987 | loss: 0.0311861 | val_loss: 0.0311859 | Time: 1506.79 ms [2022-03-23 14:05:38 main:574] : INFO : Epoch 1988 | loss: 0.0311843 | val_loss: 0.0311852 | Time: 1496.49 ms [2022-03-23 14:05:40 main:574] : INFO : Epoch 1989 | loss: 0.0311842 | val_loss: 0.0311816 | Time: 1482.22 ms [2022-03-23 14:05:41 main:574] : INFO : Epoch 1990 | loss: 0.0311842 | val_loss: 0.0311833 | Time: 1502.1 ms [2022-03-23 14:05:43 main:574] : INFO : Epoch 1991 | loss: 0.0311847 | val_loss: 0.0311869 | Time: 1508.04 ms [2022-03-23 14:05:44 main:574] : INFO : Epoch 1992 | loss: 0.0311838 | val_loss: 0.0311814 | Time: 1385.71 ms [2022-03-23 14:05:45 main:574] : INFO : Epoch 1993 | loss: 0.0311848 | val_loss: 0.0311814 | Time: 1101.41 ms [2022-03-23 14:05:47 main:574] : INFO : Epoch 1994 | loss: 0.0311858 | val_loss: 0.0311857 | Time: 1522.3 ms [2022-03-23 14:05:48 main:574] : INFO : Epoch 1995 | loss: 0.0311844 | val_loss: 0.0311814 | Time: 1514.72 ms [2022-03-23 14:05:50 main:574] : INFO : Epoch 1996 | loss: 0.0311838 | val_loss: 0.0311821 | Time: 1516.83 ms [2022-03-23 14:05:51 main:574] : INFO : Epoch 1997 | loss: 0.0311847 | val_loss: 0.0311816 | Time: 1480.25 ms [2022-03-23 14:05:53 main:574] : INFO : Epoch 1998 | loss: 0.0311844 | val_loss: 0.031183 | Time: 1523.44 ms [2022-03-23 14:05:54 main:574] : INFO : Epoch 1999 | loss: 0.0311862 | val_loss: 0.0311852 | Time: 1402.24 ms [2022-03-23 14:05:56 main:574] : INFO : Epoch 2000 | loss: 0.0311836 | val_loss: 0.0311817 | Time: 1163.4 ms [2022-03-23 14:05:57 main:574] : INFO : Epoch 2001 | loss: 0.0311829 | val_loss: 0.0311827 | Time: 1509.37 ms [2022-03-23 14:05:59 main:574] : INFO : Epoch 2002 | loss: 0.0311842 | val_loss: 0.0311812 | Time: 1571.24 ms [2022-03-23 14:06:00 main:574] : INFO : Epoch 2003 | loss: 0.0311843 | val_loss: 0.0311868 | Time: 1522.04 ms [2022-03-23 14:06:02 main:574] : INFO : Epoch 2004 | loss: 0.0311859 | val_loss: 0.0311829 | Time: 1494.8 ms [2022-03-23 14:06:03 main:574] : INFO : Epoch 2005 | loss: 0.0311831 | val_loss: 0.0311817 | Time: 1532.01 ms [2022-03-23 14:06:04 main:574] : INFO : Epoch 2006 | loss: 0.0311832 | val_loss: 0.0311814 | Time: 1313 ms [2022-03-23 14:06:06 main:574] : INFO : Epoch 2007 | loss: 0.0311834 | val_loss: 0.0311822 | Time: 1160.31 ms [2022-03-23 14:06:07 main:574] : INFO : Epoch 2008 | loss: 0.0311837 | val_loss: 0.0311817 | Time: 1543.57 ms [2022-03-23 14:06:09 main:574] : INFO : Epoch 2009 | loss: 0.0311838 | val_loss: 0.0311817 | Time: 1518.46 ms [2022-03-23 14:06:10 main:574] : INFO : Epoch 2010 | loss: 0.0311839 | val_loss: 0.0311814 | Time: 1538.53 ms [2022-03-23 14:06:12 main:574] : INFO : Epoch 2011 | loss: 0.0311833 | val_loss: 0.0311815 | Time: 1523.98 ms [2022-03-23 14:06:13 main:574] : INFO : Epoch 2012 | loss: 0.0311836 | val_loss: 0.0311847 | Time: 1511.17 ms [2022-03-23 14:06:15 main:574] : INFO : Epoch 2013 | loss: 0.0311845 | val_loss: 0.0311818 | Time: 1303.41 ms [2022-03-23 14:06:16 main:574] : INFO : Epoch 2014 | loss: 0.0311852 | val_loss: 0.0311826 | Time: 1219.63 ms [2022-03-23 14:06:17 main:574] : INFO : Epoch 2015 | loss: 0.0311838 | val_loss: 0.0311816 | Time: 1524.97 ms [2022-03-23 14:06:19 main:574] : INFO : Epoch 2016 | loss: 0.031183 | val_loss: 0.0311813 | Time: 1521.79 ms [2022-03-23 14:06:20 main:574] : INFO : Epoch 2017 | loss: 0.0311832 | val_loss: 0.0311812 | Time: 1505.2 ms [2022-03-23 14:06:22 main:574] : INFO : Epoch 2018 | loss: 0.0311844 | val_loss: 0.0311821 | Time: 1516.15 ms [2022-03-23 14:06:23 main:574] : INFO : Epoch 2019 | loss: 0.0311832 | val_loss: 0.0311814 | Time: 1524.54 ms [2022-03-23 14:06:25 main:574] : INFO : Epoch 2020 | loss: 0.031183 | val_loss: 0.0311824 | Time: 1236.07 ms [2022-03-23 14:06:26 main:574] : INFO : Epoch 2021 | loss: 0.0311847 | val_loss: 0.0311813 | Time: 1264.07 ms [2022-03-23 14:06:27 main:574] : INFO : Epoch 2022 | loss: 0.0311838 | val_loss: 0.0311835 | Time: 1533.21 ms [2022-03-23 14:06:29 main:574] : INFO : Epoch 2023 | loss: 0.0311842 | val_loss: 0.0311814 | Time: 1532.1 ms [2022-03-23 14:06:31 main:574] : INFO : Epoch 2024 | loss: 0.0311837 | val_loss: 0.0311813 | Time: 1518.93 ms [2022-03-23 14:06:32 main:574] : INFO : Epoch 2025 | loss: 0.0311838 | val_loss: 0.0311813 | Time: 1515.06 ms [2022-03-23 14:06:34 main:574] : INFO : Epoch 2026 | loss: 0.0311836 | val_loss: 0.0311811 | Time: 1512.16 ms [2022-03-23 14:06:35 main:574] : INFO : Epoch 2027 | loss: 0.0311831 | val_loss: 0.0311815 | Time: 1192.1 ms [2022-03-23 14:06:36 main:574] : INFO : Epoch 2028 | loss: 0.031184 | val_loss: 0.0311835 | Time: 1313.39 ms [2022-03-23 14:06:38 main:574] : INFO : Epoch 2029 | loss: 0.0311849 | val_loss: 0.0311834 | Time: 1517.85 ms [2022-03-23 14:06:39 main:574] : INFO : Epoch 2030 | loss: 0.0311833 | val_loss: 0.0311825 | Time: 1556.15 ms [2022-03-23 14:06:41 main:574] : INFO : Epoch 2031 | loss: 0.0311838 | val_loss: 0.0311814 | Time: 1524.46 ms [2022-03-23 14:06:42 main:574] : INFO : Epoch 2032 | loss: 0.0311835 | val_loss: 0.0311813 | Time: 1508.61 ms [2022-03-23 14:06:44 main:574] : INFO : Epoch 2033 | loss: 0.0311831 | val_loss: 0.0311811 | Time: 1508.6 ms [2022-03-23 14:06:45 main:574] : INFO : Epoch 2034 | loss: 0.031184 | val_loss: 0.031185 | Time: 1153.48 ms [2022-03-23 14:06:46 main:574] : INFO : Epoch 2035 | loss: 0.0311845 | val_loss: 0.031183 | Time: 1305.31 ms [2022-03-23 14:06:48 main:574] : INFO : Epoch 2036 | loss: 0.0311842 | val_loss: 0.0311815 | Time: 1519.09 ms [2022-03-23 14:06:49 main:574] : INFO : Epoch 2037 | loss: 0.031184 | val_loss: 0.0311832 | Time: 1527.01 ms [2022-03-23 14:06:51 main:574] : INFO : Epoch 2038 | loss: 0.0311836 | val_loss: 0.0311817 | Time: 1522.79 ms [2022-03-23 14:06:52 main:574] : INFO : Epoch 2039 | loss: 0.0311837 | val_loss: 0.0311817 | Time: 1500.72 ms [2022-03-23 14:06:54 main:574] : INFO : Epoch 2040 | loss: 0.0311845 | val_loss: 0.0311828 | Time: 1501.61 ms [2022-03-23 14:06:55 main:574] : INFO : Epoch 2041 | loss: 0.0311838 | val_loss: 0.0311816 | Time: 1182.47 ms [2022-03-23 14:06:56 main:574] : INFO : Epoch 2042 | loss: 0.0311836 | val_loss: 0.0311815 | Time: 1359.8 ms [2022-03-23 14:06:58 main:574] : INFO : Epoch 2043 | loss: 0.0311839 | val_loss: 0.0311815 | Time: 1525.05 ms [2022-03-23 14:06:59 main:574] : INFO : Epoch 2044 | loss: 0.0311832 | val_loss: 0.0311813 | Time: 1524.76 ms [2022-03-23 14:07:01 main:574] : INFO : Epoch 2045 | loss: 0.0311833 | val_loss: 0.0311821 | Time: 1510.83 ms [2022-03-23 14:07:02 main:574] : INFO : Epoch 2046 | loss: 0.0311842 | val_loss: 0.0311814 | Time: 1513.27 ms [2022-03-23 14:07:04 main:574] : INFO : Epoch 2047 | loss: 0.031183 | val_loss: 0.0311812 | Time: 1522.07 ms [2022-03-23 14:07:05 main:574] : INFO : Epoch 2048 | loss: 0.0311844 | val_loss: 0.0311813 | Time: 1089.83 ms [2022-03-23 14:07:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311813 [2022-03-23 14:07:05 main:603] : INFO : Saving end state to config to file [2022-03-23 14:07:05 main:608] : INFO : Success, exiting.. 14:07:05 (22784): 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)