Task 9203097
| Name | ParityModified-1636224354-21071-3-0_0 |
| Workunit | 6638340 |
| Created | 26 Nov 2021, 16:18:57 UTC |
| Sent | 2 Dec 2021, 23:50:03 UTC |
| Report deadline | 10 Dec 2021, 23:50:03 UTC |
| Received | 3 Dec 2021, 8:12:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 40 min 39 sec |
| CPU time | 1 hours 40 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.69 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0311908 | val_loss: 0.0311962 | Time: 1897.11 ms [2021-12-03 06:58:50 main:574] : INFO : Epoch 1543 | loss: 0.031192 | val_loss: 0.0311961 | Time: 1998.02 ms [2021-12-03 06:58:52 main:574] : INFO : Epoch 1544 | loss: 0.031191 | val_loss: 0.0311963 | Time: 1881.32 ms [2021-12-03 06:58:54 main:574] : INFO : Epoch 1545 | loss: 0.0311913 | val_loss: 0.0311962 | Time: 1958.47 ms [2021-12-03 06:58:56 main:574] : INFO : Epoch 1546 | loss: 0.031191 | val_loss: 0.0311956 | Time: 1891.07 ms [2021-12-03 06:58:58 main:574] : INFO : Epoch 1547 | loss: 0.0311897 | val_loss: 0.0311966 | Time: 1938.05 ms [2021-12-03 06:59:00 main:574] : INFO : Epoch 1548 | loss: 0.0311914 | val_loss: 0.0311964 | Time: 1904.18 ms [2021-12-03 06:59:02 main:574] : INFO : Epoch 1549 | loss: 0.0311925 | val_loss: 0.0311965 | Time: 1929.52 ms [2021-12-03 06:59:03 main:574] : INFO : Epoch 1550 | loss: 0.0311906 | val_loss: 0.0311972 | Time: 1917.75 ms [2021-12-03 06:59:05 main:574] : INFO : Epoch 1551 | loss: 0.0311927 | val_loss: 0.0311979 | Time: 1907.75 ms [2021-12-03 06:59:07 main:574] : INFO : Epoch 1552 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 1911.38 ms [2021-12-03 06:59:09 main:574] : INFO : Epoch 1553 | loss: 0.0311906 | val_loss: 0.0311972 | Time: 1923 ms [2021-12-03 06:59:11 main:574] : INFO : Epoch 1554 | loss: 0.031191 | val_loss: 0.0311962 | Time: 1910.11 ms [2021-12-03 06:59:13 main:574] : INFO : Epoch 1555 | loss: 0.0311916 | val_loss: 0.0311966 | Time: 1902.19 ms [2021-12-03 06:59:15 main:574] : INFO : Epoch 1556 | loss: 0.0311907 | val_loss: 0.0311986 | Time: 1893.86 ms [2021-12-03 06:59:17 main:574] : INFO : Epoch 1557 | loss: 0.0311906 | val_loss: 0.0311977 | Time: 1918.17 ms [2021-12-03 06:59:19 main:574] : INFO : Epoch 1558 | loss: 0.031191 | val_loss: 0.0311951 | Time: 1887.44 ms [2021-12-03 06:59:21 main:574] : INFO : Epoch 1559 | loss: 0.0311902 | val_loss: 0.0311957 | Time: 1870.88 ms [2021-12-03 06:59:22 main:574] : INFO : Epoch 1560 | loss: 0.0311906 | val_loss: 0.0311968 | Time: 1499.79 ms [2021-12-03 06:59:24 main:574] : INFO : Epoch 1561 | loss: 0.0311908 | val_loss: 0.0311963 | Time: 1509.52 ms [2021-12-03 06:59:25 main:574] : INFO : Epoch 1562 | loss: 0.03119 | val_loss: 0.0311973 | Time: 1514.02 ms [2021-12-03 06:59:27 main:574] : INFO : Epoch 1563 | loss: 0.03119 | val_loss: 0.0312047 | Time: 1518.48 ms [2021-12-03 06:59:28 main:574] : INFO : Epoch 1564 | loss: 0.0311912 | val_loss: 0.0312014 | Time: 1508.56 ms [2021-12-03 06:59:30 main:574] : INFO : Epoch 1565 | loss: 0.0311945 | val_loss: 0.0311968 | Time: 1528.23 ms [2021-12-03 06:59:31 main:574] : INFO : Epoch 1566 | loss: 0.0311948 | val_loss: 0.0312073 | Time: 1507.72 ms [2021-12-03 06:59:33 main:574] : INFO : Epoch 1567 | loss: 0.0311984 | val_loss: 0.0311974 | Time: 1510.82 ms [2021-12-03 06:59:34 main:574] : INFO : Epoch 1568 | loss: 0.031192 | val_loss: 0.0311984 | Time: 1475.65 ms [2021-12-03 06:59:36 main:574] : INFO : Epoch 1569 | loss: 0.031193 | val_loss: 0.0311958 | Time: 1497.59 ms [2021-12-03 06:59:37 main:574] : INFO : Epoch 1570 | loss: 0.031195 | val_loss: 0.0311953 | Time: 1510.82 ms [2021-12-03 06:59:39 main:574] : INFO : Epoch 1571 | loss: 0.0311946 | val_loss: 0.0311945 | Time: 1513.09 ms [2021-12-03 06:59:40 main:574] : INFO : Epoch 1572 | loss: 0.0311927 | val_loss: 0.0311993 | Time: 1515.44 ms [2021-12-03 06:59:42 main:574] : INFO : Epoch 1573 | loss: 0.0311919 | val_loss: 0.0311948 | Time: 1502.72 ms [2021-12-03 06:59:43 main:574] : INFO : Epoch 1574 | loss: 0.0311908 | val_loss: 0.031199 | Time: 1510.89 ms [2021-12-03 06:59:45 main:574] : INFO : Epoch 1575 | loss: 0.0311926 | val_loss: 0.0311997 | Time: 1533.58 ms [2021-12-03 06:59:46 main:574] : INFO : Epoch 1576 | loss: 0.0311945 | val_loss: 0.031196 | Time: 1540.98 ms [2021-12-03 06:59:48 main:574] : INFO : Epoch 1577 | loss: 0.0311955 | val_loss: 0.0311978 | Time: 1520.61 ms [2021-12-03 06:59:50 main:574] : INFO : Epoch 1578 | loss: 0.0311956 | val_loss: 0.0312017 | Time: 1511.45 ms [2021-12-03 06:59:51 main:574] : INFO : Epoch 1579 | loss: 0.0311956 | val_loss: 0.0312026 | Time: 1514.24 ms [2021-12-03 06:59:53 main:574] : INFO : Epoch 1580 | loss: 0.0311968 | val_loss: 0.0311952 | Time: 1499.8 ms [2021-12-03 06:59:54 main:574] : INFO : Epoch 1581 | loss: 0.0311923 | val_loss: 0.0311944 | Time: 1494.91 ms [2021-12-03 06:59:56 main:574] : INFO : Epoch 1582 | loss: 0.0311912 | val_loss: 0.0311943 | Time: 1508.7 ms [2021-12-03 06:59:57 main:574] : INFO : Epoch 1583 | loss: 0.0311899 | val_loss: 0.0311933 | Time: 1497.87 ms [2021-12-03 06:59:59 main:574] : INFO : Epoch 1584 | loss: 0.0311906 | val_loss: 0.0311976 | Time: 1512.62 ms [2021-12-03 07:00:00 main:574] : INFO : Epoch 1585 | loss: 0.0311917 | val_loss: 0.0311974 | Time: 1494.44 ms [2021-12-03 07:00:02 main:574] : INFO : Epoch 1586 | loss: 0.0311926 | val_loss: 0.0311965 | Time: 1514.62 ms [2021-12-03 07:00:03 main:574] : INFO : Epoch 1587 | loss: 0.0311915 | val_loss: 0.0311935 | Time: 1509.1 ms [2021-12-03 07:00:05 main:574] : INFO : Epoch 1588 | loss: 0.0311922 | val_loss: 0.0311943 | Time: 1535.4 ms [2021-12-03 07:00:06 main:574] : INFO : Epoch 1589 | loss: 0.0311929 | val_loss: 0.0311967 | Time: 1516.17 ms [2021-12-03 07:00:08 main:574] : INFO : Epoch 1590 | loss: 0.0311909 | val_loss: 0.031194 | Time: 1480.54 ms [2021-12-03 07:00:09 main:574] : INFO : Epoch 1591 | loss: 0.0311934 | val_loss: 0.0311994 | Time: 1507.95 ms [2021-12-03 07:00:11 main:574] : INFO : Epoch 1592 | loss: 0.0311933 | val_loss: 0.0311934 | Time: 1551.78 ms [2021-12-03 07:00:12 main:574] : INFO : Epoch 1593 | loss: 0.0311907 | val_loss: 0.0311977 | Time: 1513.6 ms [2021-12-03 07:00:14 main:574] : INFO : Epoch 1594 | loss: 0.0311928 | val_loss: 0.0311939 | Time: 1510.05 ms [2021-12-03 07:00:15 main:574] : INFO : Epoch 1595 | loss: 0.0311903 | val_loss: 0.0311942 | Time: 1521.77 ms [2021-12-03 07:00:17 main:574] : INFO : Epoch 1596 | loss: 0.0311921 | val_loss: 0.0311929 | Time: 1521.42 ms [2021-12-03 07:00:18 main:574] : INFO : Epoch 1597 | loss: 0.0311912 | val_loss: 0.031194 | Time: 1489.07 ms [2021-12-03 07:00:20 main:574] : INFO : Epoch 1598 | loss: 0.0311888 | val_loss: 0.0311955 | Time: 1521.52 ms [2021-12-03 07:00:21 main:574] : INFO : Epoch 1599 | loss: 0.0311904 | val_loss: 0.0311948 | Time: 1521.93 ms [2021-12-03 07:00:23 main:574] : INFO : Epoch 1600 | loss: 0.0311903 | val_loss: 0.0311942 | Time: 1477.32 ms [2021-12-03 07:00:24 main:574] : INFO : Epoch 1601 | loss: 0.0311932 | val_loss: 0.0311997 | Time: 1514.19 ms [2021-12-03 07:00:26 main:574] : INFO : Epoch 1602 | loss: 0.0311986 | val_loss: 0.0311972 | Time: 1488.94 ms [2021-12-03 07:00:27 main:574] : INFO : Epoch 1603 | loss: 0.0311962 | val_loss: 0.0311974 | Time: 1509.57 ms [2021-12-03 07:00:29 main:574] : INFO : Epoch 1604 | loss: 0.0311989 | val_loss: 0.0311995 | Time: 1513.44 ms [2021-12-03 07:00:30 main:574] : INFO : Epoch 1605 | loss: 0.0311958 | val_loss: 0.0311946 | Time: 1552.67 ms [2021-12-03 07:00:32 main:574] : INFO : Epoch 1606 | loss: 0.031194 | val_loss: 0.0311955 | Time: 1489.99 ms [2021-12-03 07:00:33 main:574] : INFO : Epoch 1607 | loss: 0.0311973 | val_loss: 0.0311948 | Time: 1484.36 ms [2021-12-03 07:00:35 main:574] : INFO : Epoch 1608 | loss: 0.0311934 | val_loss: 0.0311943 | Time: 1515.12 ms [2021-12-03 07:00:36 main:574] : INFO : Epoch 1609 | loss: 0.0311937 | val_loss: 0.0311938 | Time: 1482.5 ms [2021-12-03 07:00:38 main:574] : INFO : Epoch 1610 | loss: 0.0311956 | val_loss: 0.0311968 | Time: 1501.13 ms [2021-12-03 07:00:39 main:574] : INFO : Epoch 1611 | loss: 0.0311969 | val_loss: 0.0311973 | Time: 1456.79 ms [2021-12-03 07:00:41 main:574] : INFO : Epoch 1612 | loss: 0.0311954 | val_loss: 0.0311932 | Time: 1514.78 ms [2021-12-03 07:00:42 main:574] : INFO : Epoch 1613 | loss: 0.0311922 | val_loss: 0.031193 | Time: 1485.48 ms [2021-12-03 07:00:44 main:574] : INFO : Epoch 1614 | loss: 0.0311952 | val_loss: 0.0311946 | Time: 1508.21 ms [2021-12-03 07:00:45 main:574] : INFO : Epoch 1615 | loss: 0.0311929 | val_loss: 0.0311947 | Time: 1503.63 ms [2021-12-03 07:00:47 main:574] : INFO : Epoch 1616 | loss: 0.0311925 | val_loss: 0.0311956 | Time: 1528.89 ms [2021-12-03 07:00:49 main:574] : INFO : Epoch 1617 | loss: 0.0311931 | val_loss: 0.0312052 | Time: 1505.17 ms [2021-12-03 07:00:50 main:574] : INFO : Epoch 1618 | loss: 0.0311975 | val_loss: 0.0311983 | Time: 1532.87 ms [2021-12-03 07:00:52 main:574] : INFO : Epoch 1619 | loss: 0.0311949 | val_loss: 0.0311928 | Time: 1521.06 ms [2021-12-03 07:00:53 main:574] : INFO : Epoch 1620 | loss: 0.0311918 | val_loss: 0.031194 | Time: 1528.15 ms [2021-12-03 07:00:55 main:574] : INFO : Epoch 1621 | loss: 0.0311921 | val_loss: 0.0311929 | Time: 1512.32 ms [2021-12-03 07:00:56 main:574] : INFO : Epoch 1622 | loss: 0.0311918 | val_loss: 0.0311948 | Time: 1515.47 ms [2021-12-03 07:00:58 main:574] : INFO : Epoch 1623 | loss: 0.0311911 | val_loss: 0.0311931 | Time: 1542.25 ms [2021-12-03 07:00:59 main:574] : INFO : Epoch 1624 | loss: 0.0311936 | val_loss: 0.0312068 | Time: 1470.81 ms [2021-12-03 07:01:01 main:574] : INFO : Epoch 1625 | loss: 0.0311979 | val_loss: 0.0311945 | Time: 1505.17 ms [2021-12-03 07:01:02 main:574] : INFO : Epoch 1626 | loss: 0.0311934 | val_loss: 0.0311996 | Time: 1491.76 ms [2021-12-03 07:01:04 main:574] : INFO : Epoch 1627 | loss: 0.0311916 | val_loss: 0.0311926 | Time: 1494.51 ms [2021-12-03 07:01:05 main:574] : INFO : Epoch 1628 | loss: 0.0311915 | val_loss: 0.0311985 | Time: 1487.17 ms [2021-12-03 07:01:07 main:574] : INFO : Epoch 1629 | loss: 0.0311941 | val_loss: 0.0311926 | Time: 1510.78 ms [2021-12-03 07:01:08 main:574] : INFO : Epoch 1630 | loss: 0.0311911 | val_loss: 0.0311937 | Time: 1513.24 ms [2021-12-03 07:01:10 main:574] : INFO : Epoch 1631 | loss: 0.0311928 | val_loss: 0.0311962 | Time: 1541.43 ms [2021-12-03 07:01:11 main:574] : INFO : Epoch 1632 | loss: 0.0311909 | val_loss: 0.0311929 | Time: 1520.17 ms [2021-12-03 07:01:13 main:574] : INFO : Epoch 1633 | loss: 0.0311916 | val_loss: 0.0311923 | Time: 1515.07 ms [2021-12-03 07:01:14 main:574] : INFO : Epoch 1634 | loss: 0.0311916 | val_loss: 0.0311947 | Time: 1508.29 ms [2021-12-03 07:01:16 main:574] : INFO : Epoch 1635 | loss: 0.0311911 | val_loss: 0.0311922 | Time: 1522.22 ms [2021-12-03 07:01:17 main:574] : INFO : Epoch 1636 | loss: 0.0311903 | val_loss: 0.0311926 | Time: 1501.24 ms [2021-12-03 07:01:19 main:574] : INFO : Epoch 1637 | loss: 0.0311909 | val_loss: 0.0311925 | Time: 1497.74 ms [2021-12-03 07:01:20 main:574] : INFO : Epoch 1638 | loss: 0.0311918 | val_loss: 0.0312005 | Time: 1504.13 ms [2021-12-03 07:01:22 main:574] : INFO : Epoch 1639 | loss: 0.0311927 | val_loss: 0.0311923 | Time: 1494.6 ms [2021-12-03 07:01:23 main:574] : INFO : Epoch 1640 | loss: 0.0311907 | val_loss: 0.031194 | Time: 1510.48 ms [2021-12-03 07:01:25 main:574] : INFO : Epoch 1641 | loss: 0.0311916 | val_loss: 0.0311947 | Time: 1491.5 ms [2021-12-03 07:01:26 main:574] : INFO : Epoch 1642 | loss: 0.031194 | val_loss: 0.031194 | Time: 1491.07 ms [2021-12-03 07:01:28 main:574] : INFO : Epoch 1643 | loss: 0.0311941 | val_loss: 0.0311974 | Time: 1486.22 ms [2021-12-03 07:01:29 main:574] : INFO : Epoch 1644 | loss: 0.0311925 | val_loss: 0.0311945 | Time: 1507.79 ms [2021-12-03 07:01:31 main:574] : INFO : Epoch 1645 | loss: 0.0311912 | val_loss: 0.0311921 | Time: 1500.61 ms [2021-12-03 07:01:32 main:574] : INFO : Epoch 1646 | loss: 0.0311899 | val_loss: 0.0311921 | Time: 1505.34 ms [2021-12-03 07:01:34 main:574] : INFO : Epoch 1647 | loss: 0.0311966 | val_loss: 0.0312026 | Time: 1533.9 ms [2021-12-03 07:01:35 main:574] : INFO : Epoch 1648 | loss: 0.0312328 | val_loss: 0.0321479 | Time: 1489.57 ms [2021-12-03 07:01:37 main:574] : INFO : Epoch 1649 | loss: 0.036183 | val_loss: 0.0354631 | Time: 1501.63 ms [2021-12-03 07:01:38 main:574] : INFO : Epoch 1650 | loss: 0.0720364 | val_loss: 0.0349328 | Time: 1501.23 ms [2021-12-03 07:01:40 main:574] : INFO : Epoch 1651 | loss: 0.0640404 | val_loss: 0.0378462 | Time: 1538.3 ms [2021-12-03 07:01:42 main:574] : INFO : Epoch 1652 | loss: 0.0338664 | val_loss: 0.0314625 | Time: 1504.75 ms [2021-12-03 07:01:43 main:574] : INFO : Epoch 1653 | loss: 0.0316397 | val_loss: 0.0313457 | Time: 1508.99 ms [2021-12-03 07:01:45 main:574] : INFO : Epoch 1654 | loss: 0.0313236 | val_loss: 0.0312892 | Time: 1498.91 ms [2021-12-03 07:01:46 main:574] : INFO : Epoch 1655 | loss: 0.0312686 | val_loss: 0.0312599 | Time: 1519.62 ms [2021-12-03 07:01:48 main:574] : INFO : Epoch 1656 | loss: 0.0312562 | val_loss: 0.0312532 | Time: 1478.16 ms [2021-12-03 07:01:49 main:574] : INFO : Epoch 1657 | loss: 0.0312521 | val_loss: 0.0312509 | Time: 1501.99 ms [2021-12-03 07:01:51 main:574] : INFO : Epoch 1658 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 1477.5 ms [2021-12-03 07:01:52 main:574] : INFO : Epoch 1659 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1565.37 ms [2021-12-03 07:01:54 main:574] : INFO : Epoch 1660 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1512.61 ms [2021-12-03 07:01:55 main:574] : INFO : Epoch 1661 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 1503.98 ms [2021-12-03 07:01:57 main:574] : INFO : Epoch 1662 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 1517.14 ms [2021-12-03 07:01:58 main:574] : INFO : Epoch 1663 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 1506.56 ms [2021-12-03 07:02:00 main:574] : INFO : Epoch 1664 | loss: 0.0312443 | val_loss: 0.0312437 | Time: 1536.16 ms [2021-12-03 07:02:01 main:574] : INFO : Epoch 1665 | loss: 0.0312436 | val_loss: 0.0312431 | Time: 1478.63 ms [2021-12-03 07:02:03 main:574] : INFO : Epoch 1666 | loss: 0.031243 | val_loss: 0.0312424 | Time: 1502.32 ms [2021-12-03 07:02:04 main:574] : INFO : Epoch 1667 | loss: 0.0312425 | val_loss: 0.0312418 | Time: 1523.13 ms [2021-12-03 07:02:06 main:574] : INFO : Epoch 1668 | loss: 0.031242 | val_loss: 0.0312412 | Time: 1514.25 ms [2021-12-03 07:02:07 main:574] : INFO : Epoch 1669 | loss: 0.0312414 | val_loss: 0.0312406 | Time: 1500.21 ms [2021-12-03 07:02:09 main:574] : INFO : Epoch 1670 | loss: 0.0312411 | val_loss: 0.0312404 | Time: 1492.32 ms [2021-12-03 07:02:10 main:574] : INFO : Epoch 1671 | loss: 0.0312405 | val_loss: 0.0312395 | Time: 1487.17 ms [2021-12-03 07:02:12 main:574] : INFO : Epoch 1672 | loss: 0.0312397 | val_loss: 0.0312389 | Time: 1491.9 ms [2021-12-03 07:02:13 main:574] : INFO : Epoch 1673 | loss: 0.0312391 | val_loss: 0.0312382 | Time: 1509.74 ms [2021-12-03 07:02:15 main:574] : INFO : Epoch 1674 | loss: 0.0312384 | val_loss: 0.0312376 | Time: 1494.85 ms [2021-12-03 07:02:16 main:574] : INFO : Epoch 1675 | loss: 0.0312377 | val_loss: 0.031237 | Time: 1493.85 ms [2021-12-03 07:02:18 main:574] : INFO : Epoch 1676 | loss: 0.0312369 | val_loss: 0.0312364 | Time: 1509.49 ms [2021-12-03 07:02:19 main:574] : INFO : Epoch 1677 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 1515.56 ms [2021-12-03 07:02:21 main:574] : INFO : Epoch 1678 | loss: 0.0312357 | val_loss: 0.0312349 | Time: 1505.95 ms [2021-12-03 07:02:22 main:574] : INFO : Epoch 1679 | loss: 0.0312351 | val_loss: 0.0312342 | Time: 1530.4 ms [2021-12-03 07:02:24 main:574] : INFO : Epoch 1680 | loss: 0.0312345 | val_loss: 0.0312335 | Time: 1514.95 ms [2021-12-03 07:02:25 main:574] : INFO : Epoch 1681 | loss: 0.0312339 | val_loss: 0.0312329 | Time: 1489.43 ms [2021-12-03 07:02:27 main:574] : INFO : Epoch 1682 | loss: 0.0312333 | val_loss: 0.0312325 | Time: 1478.39 ms [2021-12-03 07:02:28 main:574] : INFO : Epoch 1683 | loss: 0.0312328 | val_loss: 0.0312319 | Time: 1486.61 ms [2021-12-03 07:02:30 main:574] : INFO : Epoch 1684 | loss: 0.0312321 | val_loss: 0.0312313 | Time: 1520.33 ms [2021-12-03 07:02:31 main:574] : INFO : Epoch 1685 | loss: 0.0312317 | val_loss: 0.0312311 | Time: 1509.68 ms [2021-12-03 07:02:33 main:574] : INFO : Epoch 1686 | loss: 0.0312312 | val_loss: 0.0312303 | Time: 1491.55 ms [2021-12-03 07:02:34 main:574] : INFO : Epoch 1687 | loss: 0.0312304 | val_loss: 0.0312298 | Time: 1505.84 ms [2021-12-03 07:02:36 main:574] : INFO : Epoch 1688 | loss: 0.0312299 | val_loss: 0.0312291 | Time: 1506.56 ms [2021-12-03 07:02:38 main:574] : INFO : Epoch 1689 | loss: 0.0312295 | val_loss: 0.0312283 | Time: 1519.14 ms [2021-12-03 07:02:39 main:574] : INFO : Epoch 1690 | loss: 0.0312289 | val_loss: 0.031228 | Time: 1513.55 ms [2021-12-03 07:02:41 main:574] : INFO : Epoch 1691 | loss: 0.0312285 | val_loss: 0.0312273 | Time: 1527.9 ms [2021-12-03 07:02:42 main:574] : INFO : Epoch 1692 | loss: 0.0312277 | val_loss: 0.0312269 | Time: 1521.9 ms [2021-12-03 07:02:44 main:574] : INFO : Epoch 1693 | loss: 0.031227 | val_loss: 0.0312259 | Time: 1508.37 ms [2021-12-03 07:02:45 main:574] : INFO : Epoch 1694 | loss: 0.031226 | val_loss: 0.0312243 | Time: 1518.3 ms [2021-12-03 07:02:47 main:574] : INFO : Epoch 1695 | loss: 0.0312242 | val_loss: 0.0312221 | Time: 1487.3 ms [2021-12-03 07:02:48 main:574] : INFO : Epoch 1696 | loss: 0.0312217 | val_loss: 0.0312205 | Time: 1509.73 ms [2021-12-03 07:02:50 main:574] : INFO : Epoch 1697 | loss: 0.0312203 | val_loss: 0.0312195 | Time: 1546.99 ms [2021-12-03 07:02:51 main:574] : INFO : Epoch 1698 | loss: 0.0312195 | val_loss: 0.0312188 | Time: 1497.51 ms [2021-12-03 07:02:53 main:574] : INFO : Epoch 1699 | loss: 0.0312188 | val_loss: 0.0312183 | Time: 1510.83 ms [2021-12-03 07:02:54 main:574] : INFO : Epoch 1700 | loss: 0.0312183 | val_loss: 0.0312175 | Time: 1486.55 ms [2021-12-03 07:02:56 main:574] : INFO : Epoch 1701 | loss: 0.0312177 | val_loss: 0.031217 | Time: 1503.54 ms [2021-12-03 07:02:57 main:574] : INFO : Epoch 1702 | loss: 0.0312174 | val_loss: 0.0312166 | Time: 1491.91 ms [2021-12-03 07:02:59 main:574] : INFO : Epoch 1703 | loss: 0.0312168 | val_loss: 0.0312163 | Time: 1542.07 ms [2021-12-03 07:03:00 main:574] : INFO : Epoch 1704 | loss: 0.0312168 | val_loss: 0.0312163 | Time: 1524.72 ms [2021-12-03 07:03:02 main:574] : INFO : Epoch 1705 | loss: 0.0312165 | val_loss: 0.0312159 | Time: 1536.46 ms [2021-12-03 07:03:03 main:574] : INFO : Epoch 1706 | loss: 0.0312163 | val_loss: 0.0312159 | Time: 1520.85 ms [2021-12-03 07:03:05 main:574] : INFO : Epoch 1707 | loss: 0.0312162 | val_loss: 0.0312158 | Time: 1561.25 ms [2021-12-03 07:03:06 main:574] : INFO : Epoch 1708 | loss: 0.0312164 | val_loss: 0.0312171 | Time: 1512.4 ms [2021-12-03 07:03:08 main:574] : INFO : Epoch 1709 | loss: 0.0312161 | val_loss: 0.0312154 | Time: 1515.5 ms [2021-12-03 07:03:10 main:574] : INFO : Epoch 1710 | loss: 0.0312156 | val_loss: 0.0312161 | Time: 1509.01 ms [2021-12-03 07:03:11 main:574] : INFO : Epoch 1711 | loss: 0.0312156 | val_loss: 0.0312151 | Time: 1490.78 ms [2021-12-03 07:03:13 main:574] : INFO : Epoch 1712 | loss: 0.0312153 | val_loss: 0.0312152 | Time: 1499.22 ms [2021-12-03 07:03:14 main:574] : INFO : Epoch 1713 | loss: 0.0312153 | val_loss: 0.0312149 | Time: 1499.13 ms [2021-12-03 07:03:16 main:574] : INFO : Epoch 1714 | loss: 0.0312152 | val_loss: 0.0312151 | Time: 1484.74 ms [2021-12-03 07:03:17 main:574] : INFO : Epoch 1715 | loss: 0.0312154 | val_loss: 0.031215 | Time: 1488.42 ms [2021-12-03 07:03:19 main:574] : INFO : Epoch 1716 | loss: 0.031215 | val_loss: 0.0312153 | Time: 1505.62 ms [2021-12-03 07:03:20 main:574] : INFO : Epoch 1717 | loss: 0.0312143 | val_loss: 0.0312138 | Time: 1521.61 ms [2021-12-03 07:03:22 main:574] : INFO : Epoch 1718 | loss: 0.0312139 | val_loss: 0.0312136 | Time: 1621.49 ms [2021-12-03 07:03:23 main:574] : INFO : Epoch 1719 | loss: 0.0312138 | val_loss: 0.0312134 | Time: 1601.5 ms [2021-12-03 07:03:25 main:574] : INFO : Epoch 1720 | loss: 0.0312133 | val_loss: 0.0312128 | Time: 1572.07 ms [2021-12-03 07:03:26 main:574] : INFO : Epoch 1721 | loss: 0.031213 | val_loss: 0.0312122 | Time: 1582.36 ms [2021-12-03 07:03:28 main:574] : INFO : Epoch 1722 | loss: 0.0312128 | val_loss: 0.0312121 | Time: 1525 ms [2021-12-03 07:03:29 main:574] : INFO : Epoch 1723 | loss: 0.0312125 | val_loss: 0.0312115 | Time: 1503.24 ms [2021-12-03 07:03:31 main:574] : INFO : Epoch 1724 | loss: 0.0312123 | val_loss: 0.0312116 | Time: 1506.46 ms [2021-12-03 07:03:32 main:574] : INFO : Epoch 1725 | loss: 0.0312121 | val_loss: 0.0312113 | Time: 1498.15 ms [2021-12-03 07:03:34 main:574] : INFO : Epoch 1726 | loss: 0.0312118 | val_loss: 0.0312114 | Time: 1493.13 ms [2021-12-03 07:03:36 main:574] : INFO : Epoch 1727 | loss: 0.0312118 | val_loss: 0.031211 | Time: 1513.07 ms [2021-12-03 07:03:37 main:574] : INFO : Epoch 1728 | loss: 0.0312118 | val_loss: 0.031211 | Time: 1500.32 ms [2021-12-03 07:03:39 main:574] : INFO : Epoch 1729 | loss: 0.0312116 | val_loss: 0.0312108 | Time: 1492.12 ms [2021-12-03 07:03:40 main:574] : INFO : Epoch 1730 | loss: 0.0312114 | val_loss: 0.0312108 | Time: 1504.24 ms [2021-12-03 07:03:42 main:574] : INFO : Epoch 1731 | loss: 0.0312113 | val_loss: 0.0312107 | Time: 1535.06 ms [2021-12-03 07:03:43 main:574] : INFO : Epoch 1732 | loss: 0.0312113 | val_loss: 0.0312109 | Time: 1525.71 ms [2021-12-03 07:03:45 main:574] : INFO : Epoch 1733 | loss: 0.0312111 | val_loss: 0.0312108 | Time: 1534.52 ms [2021-12-03 07:03:46 main:574] : INFO : Epoch 1734 | loss: 0.0312111 | val_loss: 0.0312109 | Time: 1527.33 ms [2021-12-03 07:03:48 main:574] : INFO : Epoch 1735 | loss: 0.0312113 | val_loss: 0.0312114 | Time: 1518.5 ms [2021-12-03 07:03:49 main:574] : INFO : Epoch 1736 | loss: 0.0312107 | val_loss: 0.03121 | Time: 1507.62 ms [2021-12-03 07:03:51 main:574] : INFO : Epoch 1737 | loss: 0.0312103 | val_loss: 0.0312094 | Time: 1520.77 ms [2021-12-03 07:03:52 main:574] : INFO : Epoch 1738 | loss: 0.03121 | val_loss: 0.031209 | Time: 1486.47 ms [2021-12-03 07:03:54 main:574] : INFO : Epoch 1739 | loss: 0.0312093 | val_loss: 0.0312081 | Time: 1497.69 ms [2021-12-03 07:03:55 main:574] : INFO : Epoch 1740 | loss: 0.0312088 | val_loss: 0.0312078 | Time: 1504.27 ms [2021-12-03 07:03:57 main:574] : INFO : Epoch 1741 | loss: 0.0312081 | val_loss: 0.0312066 | Time: 1509.22 ms [2021-12-03 07:03:58 main:574] : INFO : Epoch 1742 | loss: 0.0312072 | val_loss: 0.0312059 | Time: 1508.75 ms [2021-12-03 07:04:00 main:574] : INFO : Epoch 1743 | loss: 0.0312073 | val_loss: 0.0312052 | Time: 1507.72 ms [2021-12-03 07:04:01 main:574] : INFO : Epoch 1744 | loss: 0.0312065 | val_loss: 0.0312052 | Time: 1529.29 ms [2021-12-03 07:04:03 main:574] : INFO : Epoch 1745 | loss: 0.0312058 | val_loss: 0.0312053 | Time: 1513.88 ms [2021-12-03 07:04:04 main:574] : INFO : Epoch 1746 | loss: 0.0312053 | val_loss: 0.0312039 | Time: 1516.46 ms [2021-12-03 07:04:06 main:574] : INFO : Epoch 1747 | loss: 0.0312049 | val_loss: 0.0312035 | Time: 1519.26 ms [2021-12-03 07:04:07 main:574] : INFO : Epoch 1748 | loss: 0.031204 | val_loss: 0.0312027 | Time: 1526.42 ms [2021-12-03 07:04:09 main:574] : INFO : Epoch 1749 | loss: 0.0312038 | val_loss: 0.0312018 | Time: 1495.69 ms [2021-12-03 07:04:10 main:574] : INFO : Epoch 1750 | loss: 0.0312025 | val_loss: 0.0312009 | Time: 1518.68 ms [2021-12-03 07:04:12 main:574] : INFO : Epoch 1751 | loss: 0.0312014 | val_loss: 0.0312002 | Time: 1496.74 ms [2021-12-03 07:04:13 main:574] : INFO : Epoch 1752 | loss: 0.0312004 | val_loss: 0.0312004 | Time: 1520.78 ms [2021-12-03 07:04:15 main:574] : INFO : Epoch 1753 | loss: 0.0311985 | val_loss: 0.031198 | Time: 1506.4 ms [2021-12-03 07:04:17 main:574] : INFO : Epoch 1754 | loss: 0.0311973 | val_loss: 0.0311971 | Time: 1492.67 ms [2021-12-03 07:04:18 main:574] : INFO : Epoch 1755 | loss: 0.0311964 | val_loss: 0.0311972 | Time: 1504.41 ms [2021-12-03 07:04:20 main:574] : INFO : Epoch 1756 | loss: 0.0311957 | val_loss: 0.0311957 | Time: 1495.51 ms [2021-12-03 07:04:21 main:574] : INFO : Epoch 1757 | loss: 0.0311945 | val_loss: 0.0311962 | Time: 1508.12 ms [2021-12-03 07:04:23 main:574] : INFO : Epoch 1758 | loss: 0.0311936 | val_loss: 0.0311954 | Time: 1499.65 ms [2021-12-03 07:04:24 main:574] : INFO : Epoch 1759 | loss: 0.0311929 | val_loss: 0.0311954 | Time: 1509.32 ms [2021-12-03 07:04:26 main:574] : INFO : Epoch 1760 | loss: 0.0311919 | val_loss: 0.0311941 | Time: 1511.4 ms [2021-12-03 07:04:27 main:574] : INFO : Epoch 1761 | loss: 0.0311918 | val_loss: 0.0311942 | Time: 1513.66 ms [2021-12-03 07:04:29 main:574] : INFO : Epoch 1762 | loss: 0.0311915 | val_loss: 0.0311949 | Time: 1521.38 ms [2021-12-03 07:04:30 main:574] : INFO : Epoch 1763 | loss: 0.0311911 | val_loss: 0.0311936 | Time: 1526.41 ms [2021-12-03 07:04:32 main:574] : INFO : Epoch 1764 | loss: 0.0311917 | val_loss: 0.0311945 | Time: 1528.28 ms [2021-12-03 07:04:33 main:574] : INFO : Epoch 1765 | loss: 0.0311911 | val_loss: 0.0311935 | Time: 1502.25 ms [2021-12-03 07:04:35 main:574] : INFO : Epoch 1766 | loss: 0.0311907 | val_loss: 0.0311931 | Time: 1507.18 ms [2021-12-03 07:04:36 main:574] : INFO : Epoch 1767 | loss: 0.0311904 | val_loss: 0.0311935 | Time: 1515.21 ms [2021-12-03 07:04:38 main:574] : INFO : Epoch 1768 | loss: 0.03119 | val_loss: 0.0311928 | Time: 1497.65 ms [2021-12-03 07:04:39 main:574] : INFO : Epoch 1769 | loss: 0.0311898 | val_loss: 0.0311925 | Time: 1498.42 ms [2021-12-03 07:04:41 main:574] : INFO : Epoch 1770 | loss: 0.0311894 | val_loss: 0.0311919 | Time: 1505.05 ms [2021-12-03 07:04:42 main:574] : INFO : Epoch 1771 | loss: 0.0311891 | val_loss: 0.0311923 | Time: 1494.92 ms [2021-12-03 07:04:44 main:574] : INFO : Epoch 1772 | loss: 0.0311891 | val_loss: 0.0311921 | Time: 1501.52 ms [2021-12-03 07:04:45 main:574] : INFO : Epoch 1773 | loss: 0.0311892 | val_loss: 0.0311935 | Time: 1493.61 ms [2021-12-03 07:04:47 main:574] : INFO : Epoch 1774 | loss: 0.0311892 | val_loss: 0.0311918 | Time: 1514.81 ms [2021-12-03 07:04:48 main:574] : INFO : Epoch 1775 | loss: 0.0311886 | val_loss: 0.0311915 | Time: 1497.64 ms [2021-12-03 07:04:50 main:574] : INFO : Epoch 1776 | loss: 0.0311883 | val_loss: 0.0311908 | Time: 1534.8 ms [2021-12-03 07:04:51 main:574] : INFO : Epoch 1777 | loss: 0.0311884 | val_loss: 0.0311948 | Time: 1496.75 ms [2021-12-03 07:04:53 main:574] : INFO : Epoch 1778 | loss: 0.0311894 | val_loss: 0.0311904 | Time: 1514.08 ms [2021-12-03 07:04:54 main:574] : INFO : Epoch 1779 | loss: 0.0311881 | val_loss: 0.0311914 | Time: 1505.86 ms [2021-12-03 07:04:56 main:574] : INFO : Epoch 1780 | loss: 0.0311882 | val_loss: 0.0311904 | Time: 1510.39 ms [2021-12-03 07:04:57 main:574] : INFO : Epoch 1781 | loss: 0.0311875 | val_loss: 0.0311902 | Time: 1478.54 ms [2021-12-03 07:04:59 main:574] : INFO : Epoch 1782 | loss: 0.031188 | val_loss: 0.0311909 | Time: 1503.44 ms [2021-12-03 07:05:00 main:574] : INFO : Epoch 1783 | loss: 0.031187 | val_loss: 0.0311898 | Time: 1475.6 ms [2021-12-03 07:05:02 main:574] : INFO : Epoch 1784 | loss: 0.0311873 | val_loss: 0.0311894 | Time: 1504.24 ms [2021-12-03 07:05:03 main:574] : INFO : Epoch 1785 | loss: 0.0311866 | val_loss: 0.031191 | Time: 1498.81 ms [2021-12-03 07:05:05 main:574] : INFO : Epoch 1786 | loss: 0.0311864 | val_loss: 0.0311903 | Time: 1530.83 ms [2021-12-03 07:05:06 main:574] : INFO : Epoch 1787 | loss: 0.0311868 | val_loss: 0.0311904 | Time: 1515.28 ms [2021-12-03 07:05:08 main:574] : INFO : Epoch 1788 | loss: 0.0311879 | val_loss: 0.0311898 | Time: 1517.17 ms [2021-12-03 07:05:10 main:574] : INFO : Epoch 1789 | loss: 0.0311883 | val_loss: 0.0311906 | Time: 1532.26 ms [2021-12-03 07:05:11 main:574] : INFO : Epoch 1790 | loss: 0.0311871 | val_loss: 0.0311909 | Time: 1543.13 ms [2021-12-03 07:05:13 main:574] : INFO : Epoch 1791 | loss: 0.0311867 | val_loss: 0.0311916 | Time: 1501.77 ms [2021-12-03 07:05:14 main:574] : INFO : Epoch 1792 | loss: 0.0311866 | val_loss: 0.0311904 | Time: 1520.85 ms [2021-12-03 07:05:16 main:574] : INFO : Epoch 1793 | loss: 0.0311864 | val_loss: 0.0311916 | Time: 1519.63 ms [2021-12-03 07:05:17 main:574] : INFO : Epoch 1794 | loss: 0.0311861 | val_loss: 0.0311884 | Time: 1506.8 ms [2021-12-03 07:05:19 main:574] : INFO : Epoch 1795 | loss: 0.0311853 | val_loss: 0.0311883 | Time: 1498.37 ms [2021-12-03 07:05:20 main:574] : INFO : Epoch 1796 | loss: 0.0311853 | val_loss: 0.0311882 | Time: 1501.31 ms [2021-12-03 07:05:22 main:574] : INFO : Epoch 1797 | loss: 0.0311857 | val_loss: 0.0311883 | Time: 1520.46 ms [2021-12-03 07:05:23 main:574] : INFO : Epoch 1798 | loss: 0.0311854 | val_loss: 0.0311896 | Time: 1485.1 ms [2021-12-03 07:05:25 main:574] : INFO : Epoch 1799 | loss: 0.0311864 | val_loss: 0.0311877 | Time: 1498.7 ms [2021-12-03 07:05:26 main:574] : INFO : Epoch 1800 | loss: 0.0311851 | val_loss: 0.0311853 | Time: 1515.74 ms [2021-12-03 07:05:28 main:574] : INFO : Epoch 1801 | loss: 0.0311848 | val_loss: 0.0311845 | Time: 1495.86 ms [2021-12-03 07:05:29 main:574] : INFO : Epoch 1802 | loss: 0.0311837 | val_loss: 0.031185 | Time: 1495 ms [2021-12-03 07:05:31 main:574] : INFO : Epoch 1803 | loss: 0.0311832 | val_loss: 0.0311854 | Time: 1515.17 ms [2021-12-03 07:05:32 main:574] : INFO : Epoch 1804 | loss: 0.0311828 | val_loss: 0.0311839 | Time: 1498.6 ms [2021-12-03 07:05:34 main:574] : INFO : Epoch 1805 | loss: 0.0311828 | val_loss: 0.0311856 | Time: 1519.37 ms [2021-12-03 07:05:35 main:574] : INFO : Epoch 1806 | loss: 0.0311827 | val_loss: 0.0311834 | Time: 1498.07 ms [2021-12-03 07:05:37 main:574] : INFO : Epoch 1807 | loss: 0.0311824 | val_loss: 0.0311841 | Time: 1499.81 ms [2021-12-03 07:05:38 main:574] : INFO : Epoch 1808 | loss: 0.0311826 | val_loss: 0.0311837 | Time: 1490.61 ms [2021-12-03 07:05:40 main:574] : INFO : Epoch 1809 | loss: 0.0311822 | val_loss: 0.031185 | Time: 1515.5 ms [2021-12-03 07:05:41 main:574] : INFO : Epoch 1810 | loss: 0.0311824 | val_loss: 0.0311842 | Time: 1506.66 ms [2021-12-03 07:05:43 main:574] : INFO : Epoch 1811 | loss: 0.0311822 | val_loss: 0.0311843 | Time: 1508.16 ms [2021-12-03 07:05:44 main:574] : INFO : Epoch 1812 | loss: 0.0311818 | val_loss: 0.0311822 | Time: 1496.85 ms [2021-12-03 07:05:46 main:574] : INFO : Epoch 1813 | loss: 0.0311817 | val_loss: 0.0311829 | Time: 1501.15 ms [2021-12-03 07:05:47 main:574] : INFO : Epoch 1814 | loss: 0.0311811 | val_loss: 0.0311833 | Time: 1485.56 ms [2021-12-03 07:05:49 main:574] : INFO : Epoch 1815 | loss: 0.0311805 | val_loss: 0.0311824 | Time: 1515.17 ms [2021-12-03 07:05:50 main:574] : INFO : Epoch 1816 | loss: 0.0311816 | val_loss: 0.0311827 | Time: 1513.83 ms [2021-12-03 07:05:52 main:574] : INFO : Epoch 1817 | loss: 0.0311822 | val_loss: 0.0311841 | Time: 1511.02 ms [2021-12-03 07:05:53 main:574] : INFO : Epoch 1818 | loss: 0.0311816 | val_loss: 0.0311843 | Time: 1529.51 ms [2021-12-03 07:05:55 main:574] : INFO : Epoch 1819 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 1505.68 ms [2021-12-03 07:05:56 main:574] : INFO : Epoch 1820 | loss: 0.0311801 | val_loss: 0.0311806 | Time: 1513.7 ms [2021-12-03 07:05:58 main:574] : INFO : Epoch 1821 | loss: 0.03118 | val_loss: 0.0311809 | Time: 1509.27 ms [2021-12-03 07:05:59 main:574] : INFO : Epoch 1822 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 1504.17 ms [2021-12-03 07:06:01 main:574] : INFO : Epoch 1823 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 1506.31 ms [2021-12-03 07:06:02 main:574] : INFO : Epoch 1824 | loss: 0.0311815 | val_loss: 0.0311819 | Time: 1511.47 ms [2021-12-03 07:06:04 main:574] : INFO : Epoch 1825 | loss: 0.0311824 | val_loss: 0.0311804 | Time: 1490.52 ms [2021-12-03 07:06:05 main:574] : INFO : Epoch 1826 | loss: 0.0311811 | val_loss: 0.0311809 | Time: 1489.93 ms [2021-12-03 07:06:07 main:574] : INFO : Epoch 1827 | loss: 0.0311815 | val_loss: 0.0311819 | Time: 1514.19 ms [2021-12-03 07:06:09 main:574] : INFO : Epoch 1828 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 1506.48 ms [2021-12-03 07:06:10 main:574] : INFO : Epoch 1829 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 1516.68 ms [2021-12-03 07:06:12 main:574] : INFO : Epoch 1830 | loss: 0.0311783 | val_loss: 0.0311805 | Time: 1488.51 ms [2021-12-03 07:06:13 main:574] : INFO : Epoch 1831 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 1528.1 ms [2021-12-03 07:06:15 main:574] : INFO : Epoch 1832 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 1512.95 ms [2021-12-03 07:06:16 main:574] : INFO : Epoch 1833 | loss: 0.0311802 | val_loss: 0.0311799 | Time: 1501.98 ms [2021-12-03 07:06:18 main:574] : INFO : Epoch 1834 | loss: 0.0311797 | val_loss: 0.0311812 | Time: 1545.65 ms [2021-12-03 07:06:19 main:574] : INFO : Epoch 1835 | loss: 0.0311795 | val_loss: 0.0311793 | Time: 1509.82 ms [2021-12-03 07:06:21 main:574] : INFO : Epoch 1836 | loss: 0.0311792 | val_loss: 0.0311801 | Time: 1503.96 ms [2021-12-03 07:06:22 main:574] : INFO : Epoch 1837 | loss: 0.0311796 | val_loss: 0.0311809 | Time: 1486.96 ms [2021-12-03 07:06:24 main:574] : INFO : Epoch 1838 | loss: 0.0311788 | val_loss: 0.031181 | Time: 1484.13 ms [2021-12-03 07:06:25 main:574] : INFO : Epoch 1839 | loss: 0.0311785 | val_loss: 0.0311817 | Time: 1502.98 ms [2021-12-03 07:06:27 main:574] : INFO : Epoch 1840 | loss: 0.0311796 | val_loss: 0.0311827 | Time: 1488.23 ms [2021-12-03 07:06:28 main:574] : INFO : Epoch 1841 | loss: 0.0311813 | val_loss: 0.0311806 | Time: 1494.15 ms [2021-12-03 07:06:30 main:574] : INFO : Epoch 1842 | loss: 0.031179 | val_loss: 0.0311802 | Time: 1516.13 ms [2021-12-03 07:06:31 main:574] : INFO : Epoch 1843 | loss: 0.0311781 | val_loss: 0.0311793 | Time: 1497.87 ms [2021-12-03 07:06:33 main:574] : INFO : Epoch 1844 | loss: 0.0311774 | val_loss: 0.0311788 | Time: 1499.62 ms [2021-12-03 07:06:34 main:574] : INFO : Epoch 1845 | loss: 0.031177 | val_loss: 0.0311785 | Time: 1504.26 ms [2021-12-03 07:06:36 main:574] : INFO : Epoch 1846 | loss: 0.0311775 | val_loss: 0.0311787 | Time: 1509.02 ms [2021-12-03 07:06:37 main:574] : INFO : Epoch 1847 | loss: 0.0311775 | val_loss: 0.0311774 | Time: 1512.81 ms [2021-12-03 07:06:39 main:574] : INFO : Epoch 1848 | loss: 0.0311774 | val_loss: 0.031179 | Time: 1527.58 ms [2021-12-03 07:06:40 main:574] : INFO : Epoch 1849 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 1487.61 ms [2021-12-03 07:06:42 main:574] : INFO : Epoch 1850 | loss: 0.0311799 | val_loss: 0.0311834 | Time: 1530.75 ms [2021-12-03 07:06:43 main:574] : INFO : Epoch 1851 | loss: 0.0311794 | val_loss: 0.0311801 | Time: 1498.9 ms [2021-12-03 07:06:45 main:574] : INFO : Epoch 1852 | loss: 0.031179 | val_loss: 0.0311799 | Time: 1488.15 ms [2021-12-03 07:06:46 main:574] : INFO : Epoch 1853 | loss: 0.0311791 | val_loss: 0.0311811 | Time: 1510.34 ms [2021-12-03 07:06:48 main:574] : INFO : Epoch 1854 | loss: 0.0311785 | val_loss: 0.0311807 | Time: 1506.07 ms [2021-12-03 07:06:49 main:574] : INFO : Epoch 1855 | loss: 0.0311784 | val_loss: 0.0311779 | Time: 1498.48 ms [2021-12-03 07:06:51 main:574] : INFO : Epoch 1856 | loss: 0.0311762 | val_loss: 0.0311769 | Time: 1507.17 ms [2021-12-03 07:06:52 main:574] : INFO : Epoch 1857 | loss: 0.0311757 | val_loss: 0.0311768 | Time: 1502.2 ms [2021-12-03 07:06:54 main:574] : INFO : Epoch 1858 | loss: 0.0311749 | val_loss: 0.0311749 | Time: 1515.36 ms [2021-12-03 07:06:55 main:574] : INFO : Epoch 1859 | loss: 0.0311747 | val_loss: 0.0311728 | Time: 1489.81 ms [2021-12-03 07:06:57 main:574] : INFO : Epoch 1860 | loss: 0.0311746 | val_loss: 0.0311735 | Time: 1512.72 ms [2021-12-03 07:06:58 main:574] : INFO : Epoch 1861 | loss: 0.0311739 | val_loss: 0.031176 | Time: 1554.09 ms [2021-12-03 07:07:00 main:574] : INFO : Epoch 1862 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 1496.45 ms [2021-12-03 07:07:01 main:574] : INFO : Epoch 1863 | loss: 0.0311754 | val_loss: 0.0311746 | Time: 1518.11 ms [2021-12-03 07:07:03 main:574] : INFO : Epoch 1864 | loss: 0.0311742 | val_loss: 0.0311755 | Time: 1520.2 ms [2021-12-03 07:07:05 main:574] : INFO : Epoch 1865 | loss: 0.0311741 | val_loss: 0.0311737 | Time: 1507.71 ms [2021-12-03 07:07:06 main:574] : INFO : Epoch 1866 | loss: 0.0311737 | val_loss: 0.0311739 | Time: 1497.45 ms [2021-12-03 07:07:08 main:574] : INFO : Epoch 1867 | loss: 0.0311745 | val_loss: 0.0311738 | Time: 1494.01 ms [2021-12-03 07:07:09 main:574] : INFO : Epoch 1868 | loss: 0.0311738 | val_loss: 0.0311738 | Time: 1495.13 ms [2021-12-03 07:07:11 main:574] : INFO : Epoch 1869 | loss: 0.0311727 | val_loss: 0.0311733 | Time: 1504.29 ms [2021-12-03 07:07:12 main:574] : INFO : Epoch 1870 | loss: 0.0311713 | val_loss: 0.0311724 | Time: 1545.69 ms [2021-12-03 07:07:14 main:574] : INFO : Epoch 1871 | loss: 0.0311711 | val_loss: 0.0311744 | Time: 1526.53 ms [2021-12-03 07:07:15 main:574] : INFO : Epoch 1872 | loss: 0.0311721 | val_loss: 0.0311734 | Time: 1510.46 ms [2021-12-03 07:07:17 main:574] : INFO : Epoch 1873 | loss: 0.0311738 | val_loss: 0.0311767 | Time: 1516.2 ms [2021-12-03 07:07:18 main:574] : INFO : Epoch 1874 | loss: 0.0311751 | val_loss: 0.031173 | Time: 1540.44 ms [2021-12-03 07:07:20 main:574] : INFO : Epoch 1875 | loss: 0.0311723 | val_loss: 0.0311716 | Time: 1505.64 ms [2021-12-03 07:07:21 main:574] : INFO : Epoch 1876 | loss: 0.0311717 | val_loss: 0.0311712 | Time: 1502.97 ms [2021-12-03 07:07:23 main:574] : INFO : Epoch 1877 | loss: 0.0311718 | val_loss: 0.0311731 | Time: 1528.85 ms [2021-12-03 07:07:24 main:574] : INFO : Epoch 1878 | loss: 0.0311713 | val_loss: 0.0311718 | Time: 1515.14 ms [2021-12-03 07:07:26 main:574] : INFO : Epoch 1879 | loss: 0.0311704 | val_loss: 0.0311711 | Time: 1512.8 ms [2021-12-03 07:07:27 main:574] : INFO : Epoch 1880 | loss: 0.0311703 | val_loss: 0.0311778 | Time: 1496.5 ms [2021-12-03 07:07:29 main:574] : INFO : Epoch 1881 | loss: 0.0311711 | val_loss: 0.0311706 | Time: 1507.14 ms [2021-12-03 07:07:30 main:574] : INFO : Epoch 1882 | loss: 0.0311705 | val_loss: 0.0311698 | Time: 1505.44 ms [2021-12-03 07:07:32 main:574] : INFO : Epoch 1883 | loss: 0.03117 | val_loss: 0.0311698 | Time: 1484.47 ms [2021-12-03 07:07:33 main:574] : INFO : Epoch 1884 | loss: 0.0311693 | val_loss: 0.0311696 | Time: 1508.57 ms [2021-12-03 07:07:35 main:574] : INFO : Epoch 1885 | loss: 0.0311683 | val_loss: 0.0311689 | Time: 1500.96 ms [2021-12-03 07:07:36 main:574] : INFO : Epoch 1886 | loss: 0.0311672 | val_loss: 0.0311697 | Time: 1506.34 ms [2021-12-03 07:07:38 main:574] : INFO : Epoch 1887 | loss: 0.0311705 | val_loss: 0.0311709 | Time: 1505.07 ms [2021-12-03 07:07:39 main:574] : INFO : Epoch 1888 | loss: 0.0311704 | val_loss: 0.0311706 | Time: 1530.99 ms [2021-12-03 07:07:41 main:574] : INFO : Epoch 1889 | loss: 0.031168 | val_loss: 0.0311691 | Time: 1522.66 ms [2021-12-03 07:07:42 main:574] : INFO : Epoch 1890 | loss: 0.0311689 | val_loss: 0.0311684 | Time: 1507.15 ms [2021-12-03 07:07:44 main:574] : INFO : Epoch 1891 | loss: 0.031169 | val_loss: 0.0311702 | Time: 1508.6 ms [2021-12-03 07:07:45 main:574] : INFO : Epoch 1892 | loss: 0.0311677 | val_loss: 0.0311677 | Time: 1508.7 ms [2021-12-03 07:07:47 main:574] : INFO : Epoch 1893 | loss: 0.0311659 | val_loss: 0.0311677 | Time: 1481.05 ms [2021-12-03 07:07:48 main:574] : INFO : Epoch 1894 | loss: 0.0311653 | val_loss: 0.0311661 | Time: 1481.19 ms [2021-12-03 07:07:50 main:574] : INFO : Epoch 1895 | loss: 0.0311657 | val_loss: 0.0311651 | Time: 1484.15 ms [2021-12-03 07:07:51 main:574] : INFO : Epoch 1896 | loss: 0.0311648 | val_loss: 0.0311646 | Time: 1510.91 ms [2021-12-03 07:07:53 main:574] : INFO : Epoch 1897 | loss: 0.0311644 | val_loss: 0.0311646 | Time: 1513.21 ms [2021-12-03 07:07:54 main:574] : INFO : Epoch 1898 | loss: 0.0311738 | val_loss: 0.0311869 | Time: 1510.72 ms [2021-12-03 07:07:56 main:574] : INFO : Epoch 1899 | loss: 0.0311847 | val_loss: 0.0311796 | Time: 1505.9 ms [2021-12-03 07:07:58 main:574] : INFO : Epoch 1900 | loss: 0.0311808 | val_loss: 0.0311778 | Time: 1513.19 ms [2021-12-03 07:07:59 main:574] : INFO : Epoch 1901 | loss: 0.031178 | val_loss: 0.031173 | Time: 1523.69 ms [2021-12-03 07:08:01 main:574] : INFO : Epoch 1902 | loss: 0.0311754 | val_loss: 0.0311706 | Time: 1554.11 ms [2021-12-03 07:08:02 main:574] : INFO : Epoch 1903 | loss: 0.0311741 | val_loss: 0.0311698 | Time: 1501.81 ms [2021-12-03 07:08:04 main:574] : INFO : Epoch 1904 | loss: 0.0311733 | val_loss: 0.0311687 | Time: 1512.43 ms [2021-12-03 07:08:05 main:574] : INFO : Epoch 1905 | loss: 0.0311725 | val_loss: 0.0311684 | Time: 1512.72 ms [2021-12-03 07:08:07 main:574] : INFO : Epoch 1906 | loss: 0.0311717 | val_loss: 0.0311703 | Time: 1511.69 ms [2021-12-03 07:08:08 main:574] : INFO : Epoch 1907 | loss: 0.0311722 | val_loss: 0.0311718 | Time: 1507.64 ms [2021-12-03 07:08:10 main:574] : INFO : Epoch 1908 | loss: 0.0311713 | val_loss: 0.0311658 | Time: 1521.83 ms [2021-12-03 07:08:11 main:574] : INFO : Epoch 1909 | loss: 0.031169 | val_loss: 0.0311654 | Time: 1495.29 ms [2021-12-03 07:08:13 main:574] : INFO : Epoch 1910 | loss: 0.0311674 | val_loss: 0.0311648 | Time: 1519.48 ms [2021-12-03 07:08:14 main:574] : INFO : Epoch 1911 | loss: 0.031167 | val_loss: 0.031164 | Time: 1506.63 ms [2021-12-03 07:08:16 main:574] : INFO : Epoch 1912 | loss: 0.0311669 | val_loss: 0.0311719 | Time: 1503.51 ms [2021-12-03 07:08:17 main:574] : INFO : Epoch 1913 | loss: 0.0311707 | val_loss: 0.0311671 | Time: 1504.58 ms [2021-12-03 07:08:19 main:574] : INFO : Epoch 1914 | loss: 0.0311677 | val_loss: 0.0311629 | Time: 1495.22 ms [2021-12-03 07:08:20 main:574] : INFO : Epoch 1915 | loss: 0.0311657 | val_loss: 0.031162 | Time: 1494.23 ms [2021-12-03 07:08:22 main:574] : INFO : Epoch 1916 | loss: 0.0311644 | val_loss: 0.0311624 | Time: 1523.83 ms [2021-12-03 07:08:23 main:574] : INFO : Epoch 1917 | loss: 0.0311655 | val_loss: 0.0311647 | Time: 1537.47 ms [2021-12-03 07:08:25 main:574] : INFO : Epoch 1918 | loss: 0.0311659 | val_loss: 0.0311677 | Time: 1508.72 ms [2021-12-03 07:08:26 main:574] : INFO : Epoch 1919 | loss: 0.0311696 | val_loss: 0.0311653 | Time: 1531.8 ms [2021-12-03 07:08:28 main:574] : INFO : Epoch 1920 | loss: 0.0311684 | val_loss: 0.0311658 | Time: 1498.72 ms [2021-12-03 07:08:29 main:574] : INFO : Epoch 1921 | loss: 0.0311658 | val_loss: 0.0311613 | Time: 1497.08 ms [2021-12-03 07:08:31 main:574] : INFO : Epoch 1922 | loss: 0.0311632 | val_loss: 0.0311602 | Time: 1495.46 ms [2021-12-03 07:08:32 main:574] : INFO : Epoch 1923 | loss: 0.0311635 | val_loss: 0.0311626 | Time: 1499.8 ms [2021-12-03 07:08:34 main:574] : INFO : Epoch 1924 | loss: 0.0311638 | val_loss: 0.0311545 | Time: 1501.24 ms [2021-12-03 07:08:35 main:574] : INFO : Epoch 1925 | loss: 0.031157 | val_loss: 0.0311531 | Time: 1503.73 ms [2021-12-03 07:08:37 main:574] : INFO : Epoch 1926 | loss: 0.0311551 | val_loss: 0.0311516 | Time: 1522.51 ms [2021-12-03 07:08:38 main:574] : INFO : Epoch 1927 | loss: 0.0311556 | val_loss: 0.0311521 | Time: 1507.72 ms [2021-12-03 07:08:40 main:574] : INFO : Epoch 1928 | loss: 0.0311533 | val_loss: 0.0311497 | Time: 1497.76 ms [2021-12-03 07:08:42 main:574] : INFO : Epoch 1929 | loss: 0.0311539 | val_loss: 0.0311487 | Time: 1517.68 ms [2021-12-03 07:08:43 main:574] : INFO : Epoch 1930 | loss: 0.0311534 | val_loss: 0.0311483 | Time: 1509.02 ms [2021-12-03 07:08:45 main:574] : INFO : Epoch 1931 | loss: 0.0311518 | val_loss: 0.0311492 | Time: 1523.44 ms [2021-12-03 07:08:46 main:574] : INFO : Epoch 1932 | loss: 0.031151 | val_loss: 0.0311486 | Time: 1513.79 ms [2021-12-03 07:08:48 main:574] : INFO : Epoch 1933 | loss: 0.0311521 | val_loss: 0.0311482 | Time: 1529.09 ms [2021-12-03 07:08:49 main:574] : INFO : Epoch 1934 | loss: 0.0311526 | val_loss: 0.0311474 | Time: 1512.14 ms [2021-12-03 07:08:51 main:574] : INFO : Epoch 1935 | loss: 0.0311506 | val_loss: 0.0311498 | Time: 1573.38 ms [2021-12-03 07:08:52 main:574] : INFO : Epoch 1936 | loss: 0.0311518 | val_loss: 0.031148 | Time: 1512.93 ms [2021-12-03 07:08:54 main:574] : INFO : Epoch 1937 | loss: 0.0311514 | val_loss: 0.0311472 | Time: 1509.06 ms [2021-12-03 07:08:55 main:574] : INFO : Epoch 1938 | loss: 0.0311485 | val_loss: 0.0311466 | Time: 1504.9 ms [2021-12-03 07:08:57 main:574] : INFO : Epoch 1939 | loss: 0.0311481 | val_loss: 0.0311462 | Time: 1508.34 ms [2021-12-03 07:08:58 main:574] : INFO : Epoch 1940 | loss: 0.031147 | val_loss: 0.0311433 | Time: 1505.17 ms [2021-12-03 07:09:00 main:574] : INFO : Epoch 1941 | loss: 0.0311467 | val_loss: 0.031148 | Time: 1507.83 ms [2021-12-03 07:09:01 main:574] : INFO : Epoch 1942 | loss: 0.0311489 | val_loss: 0.0311474 | Time: 1524.85 ms [2021-12-03 07:09:03 main:574] : INFO : Epoch 1943 | loss: 0.0311465 | val_loss: 0.0311442 | Time: 1534.78 ms [2021-12-03 07:09:04 main:574] : INFO : Epoch 1944 | loss: 0.0311451 | val_loss: 0.0311473 | Time: 1533.88 ms [2021-12-03 07:09:06 main:574] : INFO : Epoch 1945 | loss: 0.0311458 | val_loss: 0.0311418 | Time: 1551.41 ms [2021-12-03 07:09:07 main:574] : INFO : Epoch 1946 | loss: 0.0311452 | val_loss: 0.0311451 | Time: 1519.02 ms [2021-12-03 07:09:09 main:574] : INFO : Epoch 1947 | loss: 0.0311445 | val_loss: 0.0311415 | Time: 1528.61 ms [2021-12-03 07:09:11 main:574] : INFO : Epoch 1948 | loss: 0.0311463 | val_loss: 0.03114 | Time: 1512.96 ms [2021-12-03 07:09:12 main:574] : INFO : Epoch 1949 | loss: 0.0311472 | val_loss: 0.0311391 | Time: 1512.8 ms [2021-12-03 07:09:14 main:574] : INFO : Epoch 1950 | loss: 0.031145 | val_loss: 0.031142 | Time: 1490.69 ms [2021-12-03 07:09:15 main:574] : INFO : Epoch 1951 | loss: 0.0311444 | val_loss: 0.0311396 | Time: 1487.27 ms [2021-12-03 07:09:17 main:574] : INFO : Epoch 1952 | loss: 0.0311406 | val_loss: 0.0311313 | Time: 1491.4 ms [2021-12-03 07:09:18 main:574] : INFO : Epoch 1953 | loss: 0.0311352 | val_loss: 0.0311301 | Time: 1511.5 ms [2021-12-03 07:09:20 main:574] : INFO : Epoch 1954 | loss: 0.0311351 | val_loss: 0.0311324 | Time: 1518.14 ms [2021-12-03 07:09:21 main:574] : INFO : Epoch 1955 | loss: 0.0311357 | val_loss: 0.0311292 | Time: 1505.09 ms [2021-12-03 07:09:23 main:574] : INFO : Epoch 1956 | loss: 0.0311356 | val_loss: 0.0311251 | Time: 1505.82 ms [2021-12-03 07:09:24 main:574] : INFO : Epoch 1957 | loss: 0.0311306 | val_loss: 0.0311228 | Time: 1506.47 ms [2021-12-03 07:09:26 main:574] : INFO : Epoch 1958 | loss: 0.0311277 | val_loss: 0.0311242 | Time: 1512.93 ms [2021-12-03 07:09:27 main:574] : INFO : Epoch 1959 | loss: 0.031128 | val_loss: 0.0311236 | Time: 1514.41 ms [2021-12-03 07:09:29 main:574] : INFO : Epoch 1960 | loss: 0.0311262 | val_loss: 0.0311228 | Time: 1522.97 ms [2021-12-03 07:09:30 main:574] : INFO : Epoch 1961 | loss: 0.0311265 | val_loss: 0.0311209 | Time: 1539.54 ms [2021-12-03 07:09:32 main:574] : INFO : Epoch 1962 | loss: 0.0311262 | val_loss: 0.0311194 | Time: 1510.98 ms [2021-12-03 07:09:33 main:574] : INFO : Epoch 1963 | loss: 0.0311263 | val_loss: 0.0311242 | Time: 1521.23 ms [2021-12-03 07:09:35 main:574] : INFO : Epoch 1964 | loss: 0.0311291 | val_loss: 0.0311225 | Time: 1503.41 ms [2021-12-03 07:09:36 main:574] : INFO : Epoch 1965 | loss: 0.031125 | val_loss: 0.0311241 | Time: 1503.31 ms [2021-12-03 07:09:38 main:574] : INFO : Epoch 1966 | loss: 0.031124 | val_loss: 0.0311212 | Time: 1510.11 ms [2021-12-03 07:09:39 main:574] : INFO : Epoch 1967 | loss: 0.0311219 | val_loss: 0.0311185 | Time: 1499.29 ms [2021-12-03 07:09:41 main:574] : INFO : Epoch 1968 | loss: 0.0311202 | val_loss: 0.0311169 | Time: 1490.82 ms [2021-12-03 07:09:42 main:574] : INFO : Epoch 1969 | loss: 0.0311201 | val_loss: 0.0311178 | Time: 1499.28 ms [2021-12-03 07:09:44 main:574] : INFO : Epoch 1970 | loss: 0.0311213 | val_loss: 0.0311199 | Time: 1492.01 ms [2021-12-03 07:09:45 main:574] : INFO : Epoch 1971 | loss: 0.0311248 | val_loss: 0.0311187 | Time: 1486.66 ms [2021-12-03 07:09:47 main:574] : INFO : Epoch 1972 | loss: 0.0311221 | val_loss: 0.0311179 | Time: 1500.71 ms [2021-12-03 07:09:48 main:574] : INFO : Epoch 1973 | loss: 0.0311196 | val_loss: 0.0311167 | Time: 1523.4 ms [2021-12-03 07:09:50 main:574] : INFO : Epoch 1974 | loss: 0.0311197 | val_loss: 0.0311151 | Time: 1519.69 ms [2021-12-03 07:09:51 main:574] : INFO : Epoch 1975 | loss: 0.0311157 | val_loss: 0.0311133 | Time: 1519.49 ms [2021-12-03 07:09:53 main:574] : INFO : Epoch 1976 | loss: 0.0311155 | val_loss: 0.0311153 | Time: 1495.14 ms [2021-12-03 07:09:54 main:574] : INFO : Epoch 1977 | loss: 0.0311148 | val_loss: 0.0311171 | Time: 1492.25 ms [2021-12-03 07:09:56 main:574] : INFO : Epoch 1978 | loss: 0.0311177 | val_loss: 0.0311206 | Time: 1497.42 ms [2021-12-03 07:09:57 main:574] : INFO : Epoch 1979 | loss: 0.0311177 | val_loss: 0.0311194 | Time: 1522.98 ms [2021-12-03 07:09:59 main:574] : INFO : Epoch 1980 | loss: 0.0311145 | val_loss: 0.0311171 | Time: 1519.93 ms [2021-12-03 07:10:00 main:574] : INFO : Epoch 1981 | loss: 0.0311137 | val_loss: 0.0311152 | Time: 1486.12 ms [2021-12-03 07:10:02 main:574] : INFO : Epoch 1982 | loss: 0.0311121 | val_loss: 0.0311181 | Time: 1530.03 ms [2021-12-03 07:10:04 main:574] : INFO : Epoch 1983 | loss: 0.0311176 | val_loss: 0.0311222 | Time: 1502.16 ms [2021-12-03 07:10:05 main:574] : INFO : Epoch 1984 | loss: 0.0311144 | val_loss: 0.0311131 | Time: 1527.11 ms [2021-12-03 07:10:07 main:574] : INFO : Epoch 1985 | loss: 0.0311119 | val_loss: 0.0311131 | Time: 1495.75 ms [2021-12-03 07:10:08 main:574] : INFO : Epoch 1986 | loss: 0.0311114 | val_loss: 0.0311079 | Time: 1513.57 ms [2021-12-03 07:10:10 main:574] : INFO : Epoch 1987 | loss: 0.0311061 | val_loss: 0.0311032 | Time: 1521.79 ms [2021-12-03 07:10:11 main:574] : INFO : Epoch 1988 | loss: 0.0310992 | val_loss: 0.0311 | Time: 1520.47 ms [2021-12-03 07:10:13 main:574] : INFO : Epoch 1989 | loss: 0.0310965 | val_loss: 0.0311002 | Time: 1504.13 ms [2021-12-03 07:10:14 main:574] : INFO : Epoch 1990 | loss: 0.031102 | val_loss: 0.0311011 | Time: 1539.42 ms [2021-12-03 07:10:16 main:574] : INFO : Epoch 1991 | loss: 0.0310991 | val_loss: 0.0310992 | Time: 1500.77 ms [2021-12-03 07:10:17 main:574] : INFO : Epoch 1992 | loss: 0.0310968 | val_loss: 0.0311073 | Time: 1514.5 ms [2021-12-03 07:10:19 main:574] : INFO : Epoch 1993 | loss: 0.0311003 | val_loss: 0.0310969 | Time: 1500.06 ms [2021-12-03 07:10:20 main:574] : INFO : Epoch 1994 | loss: 0.0310906 | val_loss: 0.0310905 | Time: 1498.13 ms [2021-12-03 07:10:22 main:574] : INFO : Epoch 1995 | loss: 0.0310872 | val_loss: 0.0310909 | Time: 1477.96 ms [2021-12-03 07:10:23 main:574] : INFO : Epoch 1996 | loss: 0.0310865 | val_loss: 0.03109 | Time: 1529.27 ms [2021-12-03 07:10:25 main:574] : INFO : Epoch 1997 | loss: 0.0310863 | val_loss: 0.0310954 | Time: 1500.35 ms [2021-12-03 07:10:26 main:574] : INFO : Epoch 1998 | loss: 0.0310872 | val_loss: 0.0310941 | Time: 1489.72 ms [2021-12-03 07:10:28 main:574] : INFO : Epoch 1999 | loss: 0.0310833 | val_loss: 0.0310942 | Time: 1540.25 ms [2021-12-03 07:10:29 main:574] : INFO : Epoch 2000 | loss: 0.0310847 | val_loss: 0.0310865 | Time: 1533.23 ms [2021-12-03 07:10:31 main:574] : INFO : Epoch 2001 | loss: 0.0310765 | val_loss: 0.0310853 | Time: 1524.1 ms [2021-12-03 07:10:32 main:574] : INFO : Epoch 2002 | loss: 0.031084 | val_loss: 0.0310894 | Time: 1516.61 ms [2021-12-03 07:10:34 main:574] : INFO : Epoch 2003 | loss: 0.031077 | val_loss: 0.0310769 | Time: 1535.6 ms [2021-12-03 07:10:35 main:574] : INFO : Epoch 2004 | loss: 0.0310736 | val_loss: 0.0310758 | Time: 1505.73 ms [2021-12-03 07:10:37 main:574] : INFO : Epoch 2005 | loss: 0.0310772 | val_loss: 0.0310722 | Time: 1503.06 ms [2021-12-03 07:10:38 main:574] : INFO : Epoch 2006 | loss: 0.0310734 | val_loss: 0.0310756 | Time: 1534.85 ms [2021-12-03 07:10:40 main:574] : INFO : Epoch 2007 | loss: 0.0310712 | val_loss: 0.0310729 | Time: 1488.76 ms [2021-12-03 07:10:42 main:574] : INFO : Epoch 2008 | loss: 0.0310711 | val_loss: 0.0310707 | Time: 1503.13 ms [2021-12-03 07:10:43 main:574] : INFO : Epoch 2009 | loss: 0.0310841 | val_loss: 0.0310885 | Time: 1526.61 ms [2021-12-03 07:10:45 main:574] : INFO : Epoch 2010 | loss: 0.0310865 | val_loss: 0.0310799 | Time: 1498.6 ms [2021-12-03 07:10:46 main:574] : INFO : Epoch 2011 | loss: 0.0310712 | val_loss: 0.0310653 | Time: 1494.65 ms [2021-12-03 07:10:48 main:574] : INFO : Epoch 2012 | loss: 0.0310628 | val_loss: 0.0310699 | Time: 1506.11 ms [2021-12-03 07:10:49 main:574] : INFO : Epoch 2013 | loss: 0.0310605 | val_loss: 0.0310559 | Time: 1521.69 ms [2021-12-03 07:10:51 main:574] : INFO : Epoch 2014 | loss: 0.0310225 | val_loss: 0.0310217 | Time: 1500.88 ms [2021-12-03 07:10:52 main:574] : INFO : Epoch 2015 | loss: 0.0306344 | val_loss: 0.0302096 | Time: 1507.27 ms [2021-12-03 07:10:54 main:574] : INFO : Epoch 2016 | loss: 0.0299877 | val_loss: 0.0296774 | Time: 1509.47 ms [2021-12-03 07:10:55 main:574] : INFO : Epoch 2017 | loss: 0.0294957 | val_loss: 0.0292493 | Time: 1505.2 ms [2021-12-03 07:10:57 main:574] : INFO : Epoch 2018 | loss: 0.0290486 | val_loss: 0.028676 | Time: 1518.28 ms [2021-12-03 07:10:58 main:574] : INFO : Epoch 2019 | loss: 0.0286202 | val_loss: 0.0284359 | Time: 1547.71 ms [2021-12-03 07:11:00 main:574] : INFO : Epoch 2020 | loss: 0.0283821 | val_loss: 0.028244 | Time: 1533.66 ms [2021-12-03 07:11:01 main:574] : INFO : Epoch 2021 | loss: 0.0282506 | val_loss: 0.0281371 | Time: 1502.86 ms [2021-12-03 07:11:03 main:574] : INFO : Epoch 2022 | loss: 0.0281759 | val_loss: 0.0281023 | Time: 1515.31 ms [2021-12-03 07:11:04 main:574] : INFO : Epoch 2023 | loss: 0.0280889 | val_loss: 0.0280019 | Time: 1506.2 ms [2021-12-03 07:11:06 main:574] : INFO : Epoch 2024 | loss: 0.0279274 | val_loss: 0.0278505 | Time: 1528.18 ms [2021-12-03 07:11:07 main:574] : INFO : Epoch 2025 | loss: 0.0277584 | val_loss: 0.0274754 | Time: 1485.8 ms [2021-12-03 07:11:09 main:574] : INFO : Epoch 2026 | loss: 0.0272432 | val_loss: 0.0268074 | Time: 1520.85 ms [2021-12-03 07:11:10 main:574] : INFO : Epoch 2027 | loss: 0.0266965 | val_loss: 0.0264221 | Time: 1496.23 ms [2021-12-03 07:11:12 main:574] : INFO : Epoch 2028 | loss: 0.0264346 | val_loss: 0.0262689 | Time: 1502.31 ms [2021-12-03 07:11:13 main:574] : INFO : Epoch 2029 | loss: 0.0263253 | val_loss: 0.0261858 | Time: 1516.46 ms [2021-12-03 07:11:15 main:574] : INFO : Epoch 2030 | loss: 0.0262381 | val_loss: 0.0260877 | Time: 1508.88 ms [2021-12-03 07:11:16 main:574] : INFO : Epoch 2031 | loss: 0.0261522 | val_loss: 0.0260032 | Time: 1502.93 ms [2021-12-03 07:11:18 main:574] : INFO : Epoch 2032 | loss: 0.0260648 | val_loss: 0.0259405 | Time: 1515.34 ms [2021-12-03 07:11:19 main:574] : INFO : Epoch 2033 | loss: 0.0259957 | val_loss: 0.0258328 | Time: 1518.23 ms [2021-12-03 07:11:21 main:574] : INFO : Epoch 2034 | loss: 0.0258665 | val_loss: 0.0256877 | Time: 1507.66 ms [2021-12-03 07:11:22 main:574] : INFO : Epoch 2035 | loss: 0.0254937 | val_loss: 0.0249808 | Time: 1516.24 ms [2021-12-03 07:11:24 main:574] : INFO : Epoch 2036 | loss: 0.0247078 | val_loss: 0.0243727 | Time: 1510.6 ms [2021-12-03 07:11:26 main:574] : INFO : Epoch 2037 | loss: 0.0242328 | val_loss: 0.0240696 | Time: 1503.43 ms [2021-12-03 07:11:27 main:574] : INFO : Epoch 2038 | loss: 0.0239895 | val_loss: 0.0238409 | Time: 1488.22 ms [2021-12-03 07:11:29 main:574] : INFO : Epoch 2039 | loss: 0.0238162 | val_loss: 0.0237048 | Time: 1509.25 ms [2021-12-03 07:11:30 main:574] : INFO : Epoch 2040 | loss: 0.0237095 | val_loss: 0.0236007 | Time: 1478.06 ms [2021-12-03 07:11:32 main:574] : INFO : Epoch 2041 | loss: 0.0236068 | val_loss: 0.0235024 | Time: 1506.57 ms [2021-12-03 07:11:33 main:574] : INFO : Epoch 2042 | loss: 0.0235266 | val_loss: 0.0234355 | Time: 1509.7 ms [2021-12-03 07:11:35 main:574] : INFO : Epoch 2043 | loss: 0.023464 | val_loss: 0.0233916 | Time: 1525.38 ms [2021-12-03 07:11:36 main:574] : INFO : Epoch 2044 | loss: 0.0234211 | val_loss: 0.0233604 | Time: 1533.4 ms [2021-12-03 07:11:38 main:574] : INFO : Epoch 2045 | loss: 0.0233918 | val_loss: 0.0233489 | Time: 1525.38 ms [2021-12-03 07:11:39 main:574] : INFO : Epoch 2046 | loss: 0.0234196 | val_loss: 0.0233122 | Time: 1501.15 ms [2021-12-03 07:11:41 main:574] : INFO : Epoch 2047 | loss: 0.0233072 | val_loss: 0.0231999 | Time: 1512.04 ms [2021-12-03 07:11:42 main:574] : INFO : Epoch 2048 | loss: 0.0232401 | val_loss: 0.0231675 | Time: 1497.53 ms [2021-12-03 07:11:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0231675 [2021-12-03 07:11:42 main:603] : INFO : Saving end state to config to file [2021-12-03 07:11:42 main:608] : INFO : Success, exiting.. 07:11:42 (17728): 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)