Task 12977610
| Name | ParityModified-1645995957-31413-3-0_0 |
| Workunit | 10109165 |
| Created | 12 Mar 2022, 3:22:52 UTC |
| Sent | 19 Mar 2022, 23:26:50 UTC |
| Report deadline | 27 Mar 2022, 23:26:50 UTC |
| Received | 26 Mar 2022, 23:24:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10639 |
| Run time | 50 min 23 sec |
| CPU time | 48 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,050.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311939 | val_loss: 0.0311981 | Time: 1377.32 ms
[2022-03-19 18:05:01 main:574] : INFO : Epoch 1543 | loss: 0.0311938 | val_loss: 0.0311949 | Time: 1379.09 ms
[2022-03-19 18:05:02 main:574] : INFO : Epoch 1544 | loss: 0.031194 | val_loss: 0.0311968 | Time: 1374.46 ms
[2022-03-19 18:05:04 main:574] : INFO : Epoch 1545 | loss: 0.0311919 | val_loss: 0.0311952 | Time: 1505.19 ms
[2022-03-19 18:05:06 main:574] : INFO : Epoch 1546 | loss: 0.0311914 | val_loss: 0.0311964 | Time: 1708.98 ms
[2022-03-19 18:05:07 main:574] : INFO : Epoch 1547 | loss: 0.0311918 | val_loss: 0.0311953 | Time: 1376.17 ms
[2022-03-19 18:05:08 main:574] : INFO : Epoch 1548 | loss: 0.0311938 | val_loss: 0.031201 | Time: 1378.11 ms
[2022-03-19 18:05:10 main:574] : INFO : Epoch 1549 | loss: 0.0311951 | val_loss: 0.0311958 | Time: 1398.97 ms
[2022-03-19 18:05:11 main:574] : INFO : Epoch 1550 | loss: 0.0311925 | val_loss: 0.0311954 | Time: 1377.67 ms
[2022-03-19 18:05:13 main:574] : INFO : Epoch 1551 | loss: 0.0311916 | val_loss: 0.0311948 | Time: 1379.84 ms
[2022-03-19 18:05:14 main:574] : INFO : Epoch 1552 | loss: 0.031192 | val_loss: 0.0311944 | Time: 1401.62 ms
[2022-03-19 18:05:16 main:574] : INFO : Epoch 1553 | loss: 0.0311922 | val_loss: 0.0311934 | Time: 1673.84 ms
[2022-03-19 18:05:17 main:574] : INFO : Epoch 1554 | loss: 0.0311909 | val_loss: 0.0311932 | Time: 1380.79 ms
[2022-03-19 18:05:19 main:574] : INFO : Epoch 1555 | loss: 0.0311903 | val_loss: 0.0311962 | Time: 1386.22 ms
[2022-03-19 18:05:20 main:574] : INFO : Epoch 1556 | loss: 0.0311917 | val_loss: 0.0311966 | Time: 1377.26 ms
[2022-03-19 18:05:21 main:574] : INFO : Epoch 1557 | loss: 0.0311908 | val_loss: 0.0311944 | Time: 1376.63 ms
[2022-03-19 18:05:23 main:574] : INFO : Epoch 1558 | loss: 0.0311911 | val_loss: 0.031195 | Time: 1385.66 ms
[2022-03-19 18:05:24 main:574] : INFO : Epoch 1559 | loss: 0.0311899 | val_loss: 0.0311952 | Time: 1419.66 ms
[2022-03-19 18:05:26 main:574] : INFO : Epoch 1560 | loss: 0.0311902 | val_loss: 0.0311955 | Time: 1714.17 ms
[2022-03-19 18:05:27 main:574] : INFO : Epoch 1561 | loss: 0.0311892 | val_loss: 0.031194 | Time: 1388.17 ms
[2022-03-19 18:05:29 main:574] : INFO : Epoch 1562 | loss: 0.0311882 | val_loss: 0.0311922 | Time: 1378.76 ms
[2022-03-19 18:05:30 main:574] : INFO : Epoch 1563 | loss: 0.0311882 | val_loss: 0.031194 | Time: 1374.13 ms
[2022-03-19 18:05:31 main:574] : INFO : Epoch 1564 | loss: 0.0311887 | val_loss: 0.0311939 | Time: 1378.99 ms
[2022-03-19 18:05:33 main:574] : INFO : Epoch 1565 | loss: 0.0311908 | val_loss: 0.0311966 | Time: 1373.65 ms
[2022-03-19 18:05:34 main:574] : INFO : Epoch 1566 | loss: 0.0311882 | val_loss: 0.0311955 | Time: 1411.37 ms
[2022-03-19 18:05:36 main:574] : INFO : Epoch 1567 | loss: 0.0311876 | val_loss: 0.0311932 | Time: 1758.35 ms
[2022-03-19 18:05:37 main:574] : INFO : Epoch 1568 | loss: 0.0311868 | val_loss: 0.0311939 | Time: 1379.33 ms
[2022-03-19 18:05:39 main:574] : INFO : Epoch 1569 | loss: 0.0311877 | val_loss: 0.0311927 | Time: 1418.53 ms
[2022-03-19 18:05:40 main:574] : INFO : Epoch 1570 | loss: 0.0311875 | val_loss: 0.0311933 | Time: 1383.73 ms
[2022-03-19 18:05:41 main:574] : INFO : Epoch 1571 | loss: 0.0311876 | val_loss: 0.0311939 | Time: 1376.48 ms
[2022-03-19 18:05:43 main:574] : INFO : Epoch 1572 | loss: 0.0311877 | val_loss: 0.0311949 | Time: 1376.95 ms
[2022-03-19 18:05:44 main:574] : INFO : Epoch 1573 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 1459.02 ms
[2022-03-19 18:05:46 main:574] : INFO : Epoch 1574 | loss: 0.0311901 | val_loss: 0.031193 | Time: 1563.64 ms
[2022-03-19 18:05:47 main:574] : INFO : Epoch 1575 | loss: 0.0311866 | val_loss: 0.0311917 | Time: 1388.05 ms
[2022-03-19 18:05:49 main:574] : INFO : Epoch 1576 | loss: 0.0311883 | val_loss: 0.031197 | Time: 1382.07 ms
[2022-03-19 18:05:50 main:574] : INFO : Epoch 1577 | loss: 0.0311988 | val_loss: 0.0312016 | Time: 1386.45 ms
[2022-03-19 18:05:51 main:574] : INFO : Epoch 1578 | loss: 0.0312068 | val_loss: 0.0312083 | Time: 1394.94 ms
[2022-03-19 18:05:53 main:574] : INFO : Epoch 1579 | loss: 0.0312088 | val_loss: 0.0312072 | Time: 1386.6 ms
[2022-03-19 18:05:54 main:574] : INFO : Epoch 1580 | loss: 0.031207 | val_loss: 0.0312167 | Time: 1453.43 ms
[2022-03-19 18:05:56 main:574] : INFO : Epoch 1581 | loss: 0.0312084 | val_loss: 0.0312014 | Time: 1636.93 ms
[2022-03-19 18:05:57 main:574] : INFO : Epoch 1582 | loss: 0.031207 | val_loss: 0.0312 | Time: 1389.51 ms
[2022-03-19 18:05:59 main:574] : INFO : Epoch 1583 | loss: 0.0312031 | val_loss: 0.0311997 | Time: 1376.37 ms
[2022-03-19 18:06:00 main:574] : INFO : Epoch 1584 | loss: 0.0312019 | val_loss: 0.0311978 | Time: 1382.11 ms
[2022-03-19 18:06:02 main:574] : INFO : Epoch 1585 | loss: 0.0312013 | val_loss: 0.031198 | Time: 1380.31 ms
[2022-03-19 18:06:03 main:574] : INFO : Epoch 1586 | loss: 0.0312009 | val_loss: 0.0312003 | Time: 1382.59 ms
[2022-03-19 18:06:04 main:574] : INFO : Epoch 1587 | loss: 0.0312005 | val_loss: 0.0312034 | Time: 1491.12 ms
[2022-03-19 18:06:06 main:574] : INFO : Epoch 1588 | loss: 0.031204 | val_loss: 0.0312217 | Time: 1563.6 ms
[2022-03-19 18:06:07 main:574] : INFO : Epoch 1589 | loss: 0.0312071 | val_loss: 0.0312061 | Time: 1385.93 ms
[2022-03-19 18:06:09 main:574] : INFO : Epoch 1590 | loss: 0.0311987 | val_loss: 0.0311995 | Time: 1391.58 ms
[2022-03-19 18:06:10 main:574] : INFO : Epoch 1591 | loss: 0.0311978 | val_loss: 0.0311978 | Time: 1390.46 ms
[2022-03-19 18:06:12 main:574] : INFO : Epoch 1592 | loss: 0.0311968 | val_loss: 0.0312032 | Time: 1383.85 ms
[2022-03-19 18:06:13 main:574] : INFO : Epoch 1593 | loss: 0.0312001 | val_loss: 0.0311997 | Time: 1372.32 ms
[2022-03-19 18:06:14 main:574] : INFO : Epoch 1594 | loss: 0.0311984 | val_loss: 0.0311984 | Time: 1445.89 ms
[2022-03-19 18:06:16 main:574] : INFO : Epoch 1595 | loss: 0.0311967 | val_loss: 0.0311979 | Time: 1594.47 ms
[2022-03-19 18:06:17 main:574] : INFO : Epoch 1596 | loss: 0.0311988 | val_loss: 0.0311951 | Time: 1374.75 ms
[2022-03-19 18:06:19 main:574] : INFO : Epoch 1597 | loss: 0.0311972 | val_loss: 0.0311952 | Time: 1389.85 ms
[2022-03-19 18:06:20 main:574] : INFO : Epoch 1598 | loss: 0.0311967 | val_loss: 0.0312 | Time: 1383.07 ms
[2022-03-19 18:06:22 main:574] : INFO : Epoch 1599 | loss: 0.0312003 | val_loss: 0.0311946 | Time: 1375.88 ms
[2022-03-19 18:06:23 main:574] : INFO : Epoch 1600 | loss: 0.0311962 | val_loss: 0.0311953 | Time: 1378 ms
[2022-03-19 18:06:24 main:574] : INFO : Epoch 1601 | loss: 0.031199 | val_loss: 0.0312127 | Time: 1444.34 ms
[2022-03-19 18:06:26 main:574] : INFO : Epoch 1602 | loss: 0.031218 | val_loss: 0.0312165 | Time: 1576.69 ms
[2022-03-19 18:06:27 main:574] : INFO : Epoch 1603 | loss: 0.0312135 | val_loss: 0.0312078 | Time: 1379.78 ms
[2022-03-19 18:06:29 main:574] : INFO : Epoch 1604 | loss: 0.0312099 | val_loss: 0.0312053 | Time: 1374.55 ms
[2022-03-19 18:06:30 main:574] : INFO : Epoch 1605 | loss: 0.031211 | val_loss: 0.0312109 | Time: 1374.89 ms
[2022-03-19 18:06:31 main:574] : INFO : Epoch 1606 | loss: 0.0312096 | val_loss: 0.0312056 | Time: 1398.93 ms
[2022-03-19 18:06:33 main:574] : INFO : Epoch 1607 | loss: 0.0312075 | val_loss: 0.0312065 | Time: 1381.87 ms
[2022-03-19 18:06:34 main:574] : INFO : Epoch 1608 | loss: 0.03121 | val_loss: 0.0312062 | Time: 1428.9 ms
[2022-03-19 18:06:36 main:574] : INFO : Epoch 1609 | loss: 0.0312062 | val_loss: 0.0312099 | Time: 1655.38 ms
[2022-03-19 18:06:37 main:574] : INFO : Epoch 1610 | loss: 0.0312055 | val_loss: 0.0312059 | Time: 1384.14 ms
[2022-03-19 18:06:39 main:574] : INFO : Epoch 1611 | loss: 0.0312039 | val_loss: 0.0312034 | Time: 1401.79 ms
[2022-03-19 18:06:40 main:574] : INFO : Epoch 1612 | loss: 0.0312037 | val_loss: 0.0312029 | Time: 1382.02 ms
[2022-03-19 18:06:42 main:574] : INFO : Epoch 1613 | loss: 0.0312038 | val_loss: 0.0312031 | Time: 1372.64 ms
[2022-03-19 18:06:43 main:574] : INFO : Epoch 1614 | loss: 0.0312015 | val_loss: 0.0312033 | Time: 1384.57 ms
[2022-03-19 18:06:44 main:574] : INFO : Epoch 1615 | loss: 0.0312005 | val_loss: 0.0312033 | Time: 1438.14 ms
[2022-03-19 18:06:46 main:574] : INFO : Epoch 1616 | loss: 0.0312014 | val_loss: 0.0312031 | Time: 1706.72 ms
[2022-03-19 18:06:47 main:574] : INFO : Epoch 1617 | loss: 0.0312 | val_loss: 0.0312023 | Time: 1386.71 ms
[2022-03-19 18:06:49 main:574] : INFO : Epoch 1618 | loss: 0.0312021 | val_loss: 0.0312019 | Time: 1376.83 ms
[2022-03-19 18:06:50 main:574] : INFO : Epoch 1619 | loss: 0.0312007 | val_loss: 0.0312024 | Time: 1381.51 ms
[2022-03-19 18:06:52 main:574] : INFO : Epoch 1620 | loss: 0.0312001 | val_loss: 0.0312019 | Time: 1384.33 ms
[2022-03-19 18:06:53 main:574] : INFO : Epoch 1621 | loss: 0.0312004 | val_loss: 0.0312032 | Time: 1384.81 ms
[2022-03-19 18:06:55 main:574] : INFO : Epoch 1622 | loss: 0.0311993 | val_loss: 0.0312022 | Time: 1502.31 ms
[2022-03-19 18:06:56 main:574] : INFO : Epoch 1623 | loss: 0.0311991 | val_loss: 0.0312035 | Time: 1534.13 ms
[2022-03-19 18:06:57 main:574] : INFO : Epoch 1624 | loss: 0.0311998 | val_loss: 0.0312041 | Time: 1376.53 ms
[2022-03-19 18:06:59 main:574] : INFO : Epoch 1625 | loss: 0.0311984 | val_loss: 0.0312029 | Time: 1381.33 ms
[2022-03-19 18:07:00 main:574] : INFO : Epoch 1626 | loss: 0.0311995 | val_loss: 0.0312058 | Time: 1387.36 ms
[2022-03-19 18:07:02 main:574] : INFO : Epoch 1627 | loss: 0.031199 | val_loss: 0.0312027 | Time: 1372.62 ms
[2022-03-19 18:07:03 main:574] : INFO : Epoch 1628 | loss: 0.0311993 | val_loss: 0.0312031 | Time: 1375.67 ms
[2022-03-19 18:07:04 main:574] : INFO : Epoch 1629 | loss: 0.0312005 | val_loss: 0.0312019 | Time: 1422.63 ms
[2022-03-19 18:07:06 main:574] : INFO : Epoch 1630 | loss: 0.0311992 | val_loss: 0.0312039 | Time: 1587.21 ms
[2022-03-19 18:07:07 main:574] : INFO : Epoch 1631 | loss: 0.0311987 | val_loss: 0.0312059 | Time: 1376.56 ms
[2022-03-19 18:07:09 main:574] : INFO : Epoch 1632 | loss: 0.0311985 | val_loss: 0.0312024 | Time: 1388.46 ms
[2022-03-19 18:07:10 main:574] : INFO : Epoch 1633 | loss: 0.0311996 | val_loss: 0.0312042 | Time: 1378.39 ms
[2022-03-19 18:07:12 main:574] : INFO : Epoch 1634 | loss: 0.0312016 | val_loss: 0.0312024 | Time: 1380.19 ms
[2022-03-19 18:07:13 main:574] : INFO : Epoch 1635 | loss: 0.031201 | val_loss: 0.0312095 | Time: 1395.93 ms
[2022-03-19 18:07:15 main:574] : INFO : Epoch 1636 | loss: 0.0312005 | val_loss: 0.0312038 | Time: 1484.14 ms
[2022-03-19 18:07:16 main:574] : INFO : Epoch 1637 | loss: 0.0311996 | val_loss: 0.0312015 | Time: 1585.45 ms
[2022-03-19 18:07:18 main:574] : INFO : Epoch 1638 | loss: 0.0312007 | val_loss: 0.0312018 | Time: 1403.6 ms
[2022-03-19 18:07:19 main:574] : INFO : Epoch 1639 | loss: 0.0311977 | val_loss: 0.0312017 | Time: 1380.48 ms
[2022-03-19 18:07:20 main:574] : INFO : Epoch 1640 | loss: 0.0312018 | val_loss: 0.0312123 | Time: 1384.15 ms
[2022-03-19 18:07:22 main:574] : INFO : Epoch 1641 | loss: 0.0312043 | val_loss: 0.0312066 | Time: 1381.2 ms
[2022-03-19 18:07:23 main:574] : INFO : Epoch 1642 | loss: 0.0312005 | val_loss: 0.0312018 | Time: 1376.62 ms
[2022-03-19 18:07:24 main:574] : INFO : Epoch 1643 | loss: 0.0311984 | val_loss: 0.0312013 | Time: 1437.06 ms
[2022-03-19 18:07:26 main:574] : INFO : Epoch 1644 | loss: 0.0311985 | val_loss: 0.0312056 | Time: 1660.39 ms
[2022-03-19 18:07:28 main:574] : INFO : Epoch 1645 | loss: 0.0312006 | val_loss: 0.0312006 | Time: 1422.13 ms
[2022-03-19 18:07:29 main:574] : INFO : Epoch 1646 | loss: 0.0311995 | val_loss: 0.0312035 | Time: 1384.19 ms
[2022-03-19 18:07:30 main:574] : INFO : Epoch 1647 | loss: 0.0311996 | val_loss: 0.0312039 | Time: 1379.28 ms
[2022-03-19 18:07:32 main:574] : INFO : Epoch 1648 | loss: 0.0312005 | val_loss: 0.0312001 | Time: 1381.96 ms
[2022-03-19 18:07:33 main:574] : INFO : Epoch 1649 | loss: 0.031202 | val_loss: 0.0312056 | Time: 1392.22 ms
[2022-03-19 18:07:35 main:574] : INFO : Epoch 1650 | loss: 0.0312031 | val_loss: 0.0312069 | Time: 1509.94 ms
[2022-03-19 18:07:36 main:574] : INFO : Epoch 1651 | loss: 0.0312032 | val_loss: 0.0312083 | Time: 1590.2 ms
[2022-03-19 18:07:38 main:574] : INFO : Epoch 1652 | loss: 0.0312038 | val_loss: 0.0312079 | Time: 1383.56 ms
[2022-03-19 18:07:39 main:574] : INFO : Epoch 1653 | loss: 0.0312071 | val_loss: 0.0312118 | Time: 1396.39 ms
[2022-03-19 18:07:40 main:574] : INFO : Epoch 1654 | loss: 0.0312091 | val_loss: 0.0312111 | Time: 1401.88 ms
[2022-03-19 18:07:42 main:574] : INFO : Epoch 1655 | loss: 0.0312079 | val_loss: 0.0312116 | Time: 1381.16 ms
[2022-03-19 18:07:43 main:574] : INFO : Epoch 1656 | loss: 0.0312074 | val_loss: 0.0312088 | Time: 1406.14 ms
[2022-03-19 18:07:45 main:574] : INFO : Epoch 1657 | loss: 0.0312069 | val_loss: 0.0312097 | Time: 1460.03 ms
[2022-03-19 18:07:46 main:574] : INFO : Epoch 1658 | loss: 0.0312086 | val_loss: 0.0312127 | Time: 1627.02 ms
[2022-03-19 18:07:48 main:574] : INFO : Epoch 1659 | loss: 0.0312085 | val_loss: 0.0312079 | Time: 1381.11 ms
[2022-03-19 18:07:49 main:574] : INFO : Epoch 1660 | loss: 0.0312051 | val_loss: 0.0312076 | Time: 1392.62 ms
[2022-03-19 18:07:51 main:574] : INFO : Epoch 1661 | loss: 0.0312065 | val_loss: 0.0312088 | Time: 1383.46 ms
[2022-03-19 18:07:52 main:574] : INFO : Epoch 1662 | loss: 0.0312071 | val_loss: 0.0312071 | Time: 1375.6 ms
[2022-03-19 18:07:53 main:574] : INFO : Epoch 1663 | loss: 0.031207 | val_loss: 0.0312089 | Time: 1382.08 ms
[2022-03-19 18:07:55 main:574] : INFO : Epoch 1664 | loss: 0.0312055 | val_loss: 0.0312068 | Time: 1524.3 ms
[2022-03-19 18:07:56 main:574] : INFO : Epoch 1665 | loss: 0.0312047 | val_loss: 0.0312068 | Time: 1600.76 ms
[2022-03-19 18:07:58 main:574] : INFO : Epoch 1666 | loss: 0.0312051 | val_loss: 0.0312083 | Time: 1391.28 ms
[2022-03-19 18:07:59 main:574] : INFO : Epoch 1667 | loss: 0.0312054 | val_loss: 0.0312061 | Time: 1383.74 ms
[2022-03-19 18:08:01 main:574] : INFO : Epoch 1668 | loss: 0.0312051 | val_loss: 0.0312089 | Time: 1384.62 ms
[2022-03-19 18:08:02 main:574] : INFO : Epoch 1669 | loss: 0.0312038 | val_loss: 0.031207 | Time: 1379.7 ms
[2022-03-19 18:08:03 main:574] : INFO : Epoch 1670 | loss: 0.0312045 | val_loss: 0.031206 | Time: 1379.42 ms
[2022-03-19 18:08:05 main:574] : INFO : Epoch 1671 | loss: 0.0312054 | val_loss: 0.0312072 | Time: 1583.82 ms
[2022-03-19 18:08:06 main:574] : INFO : Epoch 1672 | loss: 0.0312047 | val_loss: 0.0312065 | Time: 1501.06 ms
[2022-03-19 18:08:08 main:574] : INFO : Epoch 1673 | loss: 0.0312066 | val_loss: 0.0312102 | Time: 1387.52 ms
[2022-03-19 18:08:09 main:574] : INFO : Epoch 1674 | loss: 0.0312044 | val_loss: 0.0312068 | Time: 1394.65 ms
[2022-03-19 18:08:11 main:574] : INFO : Epoch 1675 | loss: 0.0312038 | val_loss: 0.0312062 | Time: 1383.09 ms
[2022-03-19 18:08:12 main:574] : INFO : Epoch 1676 | loss: 0.0312031 | val_loss: 0.0312061 | Time: 1375.07 ms
[2022-03-19 18:08:13 main:574] : INFO : Epoch 1677 | loss: 0.0312029 | val_loss: 0.031206 | Time: 1376.19 ms
[2022-03-19 18:08:15 main:574] : INFO : Epoch 1678 | loss: 0.0312037 | val_loss: 0.0312056 | Time: 1743.08 ms
[2022-03-19 18:08:17 main:574] : INFO : Epoch 1679 | loss: 0.0312027 | val_loss: 0.0312095 | Time: 1431.29 ms
[2022-03-19 18:08:18 main:574] : INFO : Epoch 1680 | loss: 0.0312025 | val_loss: 0.031206 | Time: 1378.98 ms
[2022-03-19 18:08:19 main:574] : INFO : Epoch 1681 | loss: 0.0312029 | val_loss: 0.0312072 | Time: 1377.86 ms
[2022-03-19 18:08:21 main:574] : INFO : Epoch 1682 | loss: 0.0312019 | val_loss: 0.0312055 | Time: 1385.04 ms
[2022-03-19 18:08:22 main:574] : INFO : Epoch 1683 | loss: 0.0312014 | val_loss: 0.0312061 | Time: 1404.23 ms
[2022-03-19 18:08:24 main:574] : INFO : Epoch 1684 | loss: 0.0312015 | val_loss: 0.0312048 | Time: 1382.14 ms
[2022-03-19 18:08:25 main:574] : INFO : Epoch 1685 | loss: 0.0312007 | val_loss: 0.0312049 | Time: 1744.87 ms
[2022-03-19 18:08:27 main:574] : INFO : Epoch 1686 | loss: 0.0312028 | val_loss: 0.0312052 | Time: 1435.11 ms
[2022-03-19 18:08:28 main:574] : INFO : Epoch 1687 | loss: 0.0312009 | val_loss: 0.0312053 | Time: 1380.57 ms
[2022-03-19 18:08:29 main:574] : INFO : Epoch 1688 | loss: 0.0312007 | val_loss: 0.0312059 | Time: 1385.54 ms
[2022-03-19 18:08:31 main:574] : INFO : Epoch 1689 | loss: 0.0312005 | val_loss: 0.0312047 | Time: 1376.68 ms
[2022-03-19 18:08:32 main:574] : INFO : Epoch 1690 | loss: 0.0312012 | val_loss: 0.0312047 | Time: 1404.02 ms
[2022-03-19 18:08:34 main:574] : INFO : Epoch 1691 | loss: 0.031201 | val_loss: 0.0312058 | Time: 1427.47 ms
[2022-03-19 18:08:35 main:574] : INFO : Epoch 1692 | loss: 0.0312017 | val_loss: 0.0312047 | Time: 1668.96 ms
[2022-03-19 18:08:37 main:574] : INFO : Epoch 1693 | loss: 0.0312009 | val_loss: 0.0312058 | Time: 1462.4 ms
[2022-03-19 18:08:38 main:574] : INFO : Epoch 1694 | loss: 0.0312007 | val_loss: 0.0312058 | Time: 1428.84 ms
[2022-03-19 18:08:40 main:574] : INFO : Epoch 1695 | loss: 0.0312019 | val_loss: 0.0312111 | Time: 1399.05 ms
[2022-03-19 18:08:41 main:574] : INFO : Epoch 1696 | loss: 0.0312019 | val_loss: 0.0312049 | Time: 1383.85 ms
[2022-03-19 18:08:42 main:574] : INFO : Epoch 1697 | loss: 0.0312006 | val_loss: 0.0312058 | Time: 1377.03 ms
[2022-03-19 18:08:44 main:574] : INFO : Epoch 1698 | loss: 0.0312001 | val_loss: 0.0312059 | Time: 1378.41 ms
[2022-03-19 18:08:45 main:574] : INFO : Epoch 1699 | loss: 0.0312016 | val_loss: 0.031205 | Time: 1626.17 ms
[2022-03-19 18:08:47 main:574] : INFO : Epoch 1700 | loss: 0.0312012 | val_loss: 0.0312061 | Time: 1392.86 ms
[2022-03-19 18:08:48 main:574] : INFO : Epoch 1701 | loss: 0.0311999 | val_loss: 0.0312063 | Time: 1382.6 ms
[2022-03-19 18:08:50 main:574] : INFO : Epoch 1702 | loss: 0.0312008 | val_loss: 0.0312055 | Time: 1399.03 ms
[2022-03-19 18:08:51 main:574] : INFO : Epoch 1703 | loss: 0.0312014 | val_loss: 0.0312085 | Time: 1392.29 ms
[2022-03-19 18:08:52 main:574] : INFO : Epoch 1704 | loss: 0.0312013 | val_loss: 0.0312104 | Time: 1371.32 ms
[2022-03-19 18:08:54 main:574] : INFO : Epoch 1705 | loss: 0.0312019 | val_loss: 0.0312073 | Time: 1387.69 ms
[2022-03-19 18:08:55 main:574] : INFO : Epoch 1706 | loss: 0.0312 | val_loss: 0.0312053 | Time: 1641.8 ms
[2022-03-19 18:08:57 main:574] : INFO : Epoch 1707 | loss: 0.0311998 | val_loss: 0.0312065 | Time: 1381.15 ms
[2022-03-19 18:08:58 main:574] : INFO : Epoch 1708 | loss: 0.0312024 | val_loss: 0.0312141 | Time: 1397.07 ms
[2022-03-19 18:09:00 main:574] : INFO : Epoch 1709 | loss: 0.0312032 | val_loss: 0.0312078 | Time: 1381.44 ms
[2022-03-19 18:09:01 main:574] : INFO : Epoch 1710 | loss: 0.0311991 | val_loss: 0.0312057 | Time: 1379.43 ms
[2022-03-19 18:09:02 main:574] : INFO : Epoch 1711 | loss: 0.0312012 | val_loss: 0.0312079 | Time: 1373.25 ms
[2022-03-19 18:09:04 main:574] : INFO : Epoch 1712 | loss: 0.0311997 | val_loss: 0.0312079 | Time: 1393.58 ms
[2022-03-19 18:09:06 main:574] : INFO : Epoch 1713 | loss: 0.0312019 | val_loss: 0.0312081 | Time: 1711.59 ms
[2022-03-19 18:09:08 main:574] : INFO : Epoch 1714 | loss: 0.0312011 | val_loss: 0.0312059 | Time: 2198.39 ms
[2022-03-19 18:09:10 main:574] : INFO : Epoch 1715 | loss: 0.0311995 | val_loss: 0.0312079 | Time: 2334.34 ms
[2022-03-19 18:09:12 main:574] : INFO : Epoch 1716 | loss: 0.031201 | val_loss: 0.0312087 | Time: 2298.37 ms
[2022-03-19 18:09:15 main:574] : INFO : Epoch 1717 | loss: 0.0311994 | val_loss: 0.031206 | Time: 2218.61 ms
[2022-03-19 18:09:16 main:574] : INFO : Epoch 1718 | loss: 0.0311995 | val_loss: 0.0312058 | Time: 1727.5 ms
[2022-03-19 18:09:18 main:574] : INFO : Epoch 1719 | loss: 0.0312026 | val_loss: 0.03121 | Time: 1397.46 ms
[2022-03-19 18:09:19 main:574] : INFO : Epoch 1720 | loss: 0.0312037 | val_loss: 0.0312056 | Time: 1402.95 ms
[2022-03-19 18:09:21 main:574] : INFO : Epoch 1721 | loss: 0.0312029 | val_loss: 0.0312074 | Time: 1378.96 ms
[2022-03-19 18:09:22 main:574] : INFO : Epoch 1722 | loss: 0.0312035 | val_loss: 0.0312083 | Time: 1375.34 ms
[2022-03-19 18:09:23 main:574] : INFO : Epoch 1723 | loss: 0.0312026 | val_loss: 0.0312059 | Time: 1381.3 ms
[2022-03-19 18:09:25 main:574] : INFO : Epoch 1724 | loss: 0.0312037 | val_loss: 0.0312071 | Time: 1470.51 ms
[2022-03-19 18:09:26 main:574] : INFO : Epoch 1725 | loss: 0.0312018 | val_loss: 0.0312052 | Time: 1572.13 ms
[2022-03-19 18:09:28 main:574] : INFO : Epoch 1726 | loss: 0.031201 | val_loss: 0.0312089 | Time: 1384.06 ms
[2022-03-19 18:09:29 main:574] : INFO : Epoch 1727 | loss: 0.0312031 | val_loss: 0.031213 | Time: 1382.75 ms
[2022-03-19 18:09:31 main:574] : INFO : Epoch 1728 | loss: 0.031204 | val_loss: 0.0312083 | Time: 1381.13 ms
[2022-03-19 18:09:32 main:574] : INFO : Epoch 1729 | loss: 0.0312005 | val_loss: 0.0312053 | Time: 1385.13 ms
[2022-03-19 18:09:33 main:574] : INFO : Epoch 1730 | loss: 0.0311993 | val_loss: 0.0312054 | Time: 1407.81 ms
[2022-03-19 18:09:35 main:574] : INFO : Epoch 1731 | loss: 0.031199 | val_loss: 0.0312061 | Time: 1470.1 ms
[2022-03-19 18:09:36 main:574] : INFO : Epoch 1732 | loss: 0.0311988 | val_loss: 0.0312064 | Time: 1584.38 ms
[2022-03-19 18:09:38 main:574] : INFO : Epoch 1733 | loss: 0.0311992 | val_loss: 0.0312087 | Time: 1394.68 ms
[2022-03-19 18:09:39 main:574] : INFO : Epoch 1734 | loss: 0.0311989 | val_loss: 0.0312073 | Time: 1439.07 ms
[2022-03-19 18:09:41 main:574] : INFO : Epoch 1735 | loss: 0.0312003 | val_loss: 0.0312071 | Time: 1375.7 ms
[2022-03-19 18:09:42 main:574] : INFO : Epoch 1736 | loss: 0.0311983 | val_loss: 0.0312051 | Time: 1371.62 ms
[2022-03-19 18:09:43 main:574] : INFO : Epoch 1737 | loss: 0.0311982 | val_loss: 0.0312059 | Time: 1386.37 ms
[2022-03-19 18:09:45 main:574] : INFO : Epoch 1738 | loss: 0.0311993 | val_loss: 0.0312057 | Time: 1793.07 ms
[2022-03-19 18:09:47 main:574] : INFO : Epoch 1739 | loss: 0.0312001 | val_loss: 0.0312058 | Time: 1501.92 ms
[2022-03-19 18:09:48 main:574] : INFO : Epoch 1740 | loss: 0.0311992 | val_loss: 0.0312087 | Time: 1376.85 ms
[2022-03-19 18:09:49 main:574] : INFO : Epoch 1741 | loss: 0.0312007 | val_loss: 0.0312057 | Time: 1379.76 ms
[2022-03-19 18:09:51 main:574] : INFO : Epoch 1742 | loss: 0.0312001 | val_loss: 0.0312056 | Time: 1385.44 ms
[2022-03-19 18:09:52 main:574] : INFO : Epoch 1743 | loss: 0.0311985 | val_loss: 0.0312053 | Time: 1376.7 ms
[2022-03-19 18:09:54 main:574] : INFO : Epoch 1744 | loss: 0.0311996 | val_loss: 0.0312116 | Time: 1376.09 ms
[2022-03-19 18:09:55 main:574] : INFO : Epoch 1745 | loss: 0.0312036 | val_loss: 0.0312126 | Time: 1618.3 ms
[2022-03-19 18:09:57 main:574] : INFO : Epoch 1746 | loss: 0.0312021 | val_loss: 0.0312049 | Time: 1467.03 ms
[2022-03-19 18:09:58 main:574] : INFO : Epoch 1747 | loss: 0.0311997 | val_loss: 0.0312157 | Time: 1380.65 ms
[2022-03-19 18:10:00 main:574] : INFO : Epoch 1748 | loss: 0.0312113 | val_loss: 0.0312205 | Time: 1415.37 ms
[2022-03-19 18:10:01 main:574] : INFO : Epoch 1749 | loss: 0.0312127 | val_loss: 0.03122 | Time: 1384.45 ms
[2022-03-19 18:10:02 main:574] : INFO : Epoch 1750 | loss: 0.0312122 | val_loss: 0.0312176 | Time: 1381.2 ms
[2022-03-19 18:10:04 main:574] : INFO : Epoch 1751 | loss: 0.0312117 | val_loss: 0.031219 | Time: 1380.88 ms
[2022-03-19 18:10:05 main:574] : INFO : Epoch 1752 | loss: 0.0312118 | val_loss: 0.0312166 | Time: 1570.7 ms
[2022-03-19 18:10:07 main:574] : INFO : Epoch 1753 | loss: 0.0312096 | val_loss: 0.0312166 | Time: 1711.55 ms
[2022-03-19 18:10:09 main:574] : INFO : Epoch 1754 | loss: 0.0312093 | val_loss: 0.0312163 | Time: 2342.11 ms
[2022-03-19 18:10:12 main:574] : INFO : Epoch 1755 | loss: 0.0312087 | val_loss: 0.0312167 | Time: 2267.92 ms
[2022-03-19 18:10:14 main:574] : INFO : Epoch 1756 | loss: 0.0312094 | val_loss: 0.0312151 | Time: 2358.67 ms
[2022-03-19 18:10:16 main:574] : INFO : Epoch 1757 | loss: 0.0312087 | val_loss: 0.031215 | Time: 1976.97 ms
[2022-03-19 18:10:17 main:574] : INFO : Epoch 1758 | loss: 0.0312081 | val_loss: 0.0312153 | Time: 1383.53 ms
[2022-03-19 18:10:19 main:574] : INFO : Epoch 1759 | loss: 0.0312076 | val_loss: 0.0312157 | Time: 1381.44 ms
[2022-03-19 18:10:20 main:574] : INFO : Epoch 1760 | loss: 0.0312075 | val_loss: 0.0312159 | Time: 1382.05 ms
[2022-03-19 18:10:22 main:574] : INFO : Epoch 1761 | loss: 0.0312095 | val_loss: 0.0312154 | Time: 1377.95 ms
[2022-03-19 18:10:23 main:574] : INFO : Epoch 1762 | loss: 0.0312069 | val_loss: 0.0312153 | Time: 1384.06 ms
[2022-03-19 18:10:24 main:574] : INFO : Epoch 1763 | loss: 0.0312064 | val_loss: 0.0312156 | Time: 1380.83 ms
[2022-03-19 18:10:26 main:574] : INFO : Epoch 1764 | loss: 0.0312062 | val_loss: 0.0312152 | Time: 1741.46 ms
[2022-03-19 18:10:28 main:574] : INFO : Epoch 1765 | loss: 0.0312064 | val_loss: 0.0312155 | Time: 1396.6 ms
[2022-03-19 18:10:29 main:574] : INFO : Epoch 1766 | loss: 0.0312057 | val_loss: 0.0312161 | Time: 1380.15 ms
[2022-03-19 18:10:30 main:574] : INFO : Epoch 1767 | loss: 0.0312059 | val_loss: 0.0312149 | Time: 1390.23 ms
[2022-03-19 18:10:32 main:574] : INFO : Epoch 1768 | loss: 0.0312065 | val_loss: 0.0312172 | Time: 1378.19 ms
[2022-03-19 18:10:33 main:574] : INFO : Epoch 1769 | loss: 0.0312065 | val_loss: 0.0312173 | Time: 1375.33 ms
[2022-03-19 18:10:34 main:574] : INFO : Epoch 1770 | loss: 0.0312056 | val_loss: 0.0312157 | Time: 1375.7 ms
[2022-03-19 18:10:36 main:574] : INFO : Epoch 1771 | loss: 0.0312054 | val_loss: 0.0312157 | Time: 1752.74 ms
[2022-03-19 18:10:38 main:574] : INFO : Epoch 1772 | loss: 0.0312055 | val_loss: 0.031216 | Time: 1378.85 ms
[2022-03-19 18:10:39 main:574] : INFO : Epoch 1773 | loss: 0.0312057 | val_loss: 0.0312162 | Time: 1400.43 ms
[2022-03-19 18:10:40 main:574] : INFO : Epoch 1774 | loss: 0.0312056 | val_loss: 0.0312176 | Time: 1390.99 ms
[2022-03-19 18:10:42 main:574] : INFO : Epoch 1775 | loss: 0.0312051 | val_loss: 0.0312157 | Time: 1399.99 ms
[2022-03-19 18:10:43 main:574] : INFO : Epoch 1776 | loss: 0.031204 | val_loss: 0.0312157 | Time: 1378.97 ms
[2022-03-19 18:10:45 main:574] : INFO : Epoch 1777 | loss: 0.0312042 | val_loss: 0.0312169 | Time: 1395.76 ms
[2022-03-19 18:10:46 main:574] : INFO : Epoch 1778 | loss: 0.0312053 | val_loss: 0.0312213 | Time: 1650.29 ms
[2022-03-19 18:10:48 main:574] : INFO : Epoch 1779 | loss: 0.0312051 | val_loss: 0.0312152 | Time: 1380.61 ms
[2022-03-19 18:10:49 main:574] : INFO : Epoch 1780 | loss: 0.0312041 | val_loss: 0.0312175 | Time: 1376.67 ms
[2022-03-19 18:10:50 main:574] : INFO : Epoch 1781 | loss: 0.0312061 | val_loss: 0.0312235 | Time: 1389.48 ms
[2022-03-19 18:10:52 main:574] : INFO : Epoch 1782 | loss: 0.0312049 | val_loss: 0.0312171 | Time: 1380.35 ms
[2022-03-19 18:10:53 main:574] : INFO : Epoch 1783 | loss: 0.0312041 | val_loss: 0.031215 | Time: 1385.05 ms
[2022-03-19 18:10:55 main:574] : INFO : Epoch 1784 | loss: 0.0312047 | val_loss: 0.0312155 | Time: 1407.91 ms
[2022-03-19 18:10:56 main:574] : INFO : Epoch 1785 | loss: 0.0312041 | val_loss: 0.031218 | Time: 1625.03 ms
[2022-03-19 18:10:58 main:574] : INFO : Epoch 1786 | loss: 0.0312052 | val_loss: 0.0312158 | Time: 1411.87 ms
[2022-03-19 18:10:59 main:574] : INFO : Epoch 1787 | loss: 0.0312042 | val_loss: 0.0312168 | Time: 1379.71 ms
[2022-03-19 18:11:00 main:574] : INFO : Epoch 1788 | loss: 0.0312061 | val_loss: 0.0312172 | Time: 1385.09 ms
[2022-03-19 18:11:02 main:574] : INFO : Epoch 1789 | loss: 0.0312033 | val_loss: 0.0312153 | Time: 1379.23 ms
[2022-03-19 18:11:03 main:574] : INFO : Epoch 1790 | loss: 0.0312031 | val_loss: 0.0312164 | Time: 1395.74 ms
[2022-03-19 18:11:05 main:574] : INFO : Epoch 1791 | loss: 0.0312041 | val_loss: 0.0312159 | Time: 1408.64 ms
[2022-03-19 18:11:06 main:574] : INFO : Epoch 1792 | loss: 0.0312036 | val_loss: 0.031216 | Time: 1566.58 ms
[2022-03-19 18:11:08 main:574] : INFO : Epoch 1793 | loss: 0.0312035 | val_loss: 0.0312174 | Time: 1701.9 ms
[2022-03-19 18:11:10 main:574] : INFO : Epoch 1794 | loss: 0.0312029 | val_loss: 0.0312161 | Time: 2323.84 ms
[2022-03-19 18:11:12 main:574] : INFO : Epoch 1795 | loss: 0.0312043 | val_loss: 0.0312171 | Time: 2260.67 ms
[2022-03-19 18:11:15 main:574] : INFO : Epoch 1796 | loss: 0.031206 | val_loss: 0.0312199 | Time: 2328.37 ms
[2022-03-19 18:11:17 main:574] : INFO : Epoch 1797 | loss: 0.0312045 | val_loss: 0.031217 | Time: 1718.42 ms
[2022-03-19 18:11:18 main:574] : INFO : Epoch 1798 | loss: 0.0312032 | val_loss: 0.0312141 | Time: 1381.42 ms
[2022-03-19 18:11:19 main:574] : INFO : Epoch 1799 | loss: 0.0312037 | val_loss: 0.0312164 | Time: 1382.91 ms
[2022-03-19 18:11:21 main:574] : INFO : Epoch 1800 | loss: 0.031203 | val_loss: 0.0312155 | Time: 1392.12 ms
[2022-03-19 18:11:22 main:574] : INFO : Epoch 1801 | loss: 0.0312022 | val_loss: 0.0312144 | Time: 1386.44 ms
[2022-03-19 18:11:24 main:574] : INFO : Epoch 1802 | loss: 0.031203 | val_loss: 0.031216 | Time: 1408.06 ms
[2022-03-19 18:11:25 main:574] : INFO : Epoch 1803 | loss: 0.0312034 | val_loss: 0.0312246 | Time: 1461.3 ms
[2022-03-19 18:11:27 main:574] : INFO : Epoch 1804 | loss: 0.0312073 | val_loss: 0.0312169 | Time: 1610.99 ms
[2022-03-19 18:11:28 main:574] : INFO : Epoch 1805 | loss: 0.0312028 | val_loss: 0.0312152 | Time: 1383.78 ms
[2022-03-19 18:11:29 main:574] : INFO : Epoch 1806 | loss: 0.0312023 | val_loss: 0.0312188 | Time: 1383.59 ms
[2022-03-19 18:11:31 main:574] : INFO : Epoch 1807 | loss: 0.0312039 | val_loss: 0.0312148 | Time: 1381.02 ms
[2022-03-19 18:11:32 main:574] : INFO : Epoch 1808 | loss: 0.0312026 | val_loss: 0.0312153 | Time: 1384.37 ms
[2022-03-19 18:11:34 main:574] : INFO : Epoch 1809 | loss: 0.0312023 | val_loss: 0.0312167 | Time: 1384.9 ms
[2022-03-19 18:11:35 main:574] : INFO : Epoch 1810 | loss: 0.0312023 | val_loss: 0.0312192 | Time: 1486.91 ms
[2022-03-19 18:11:37 main:574] : INFO : Epoch 1811 | loss: 0.0312034 | val_loss: 0.0312148 | Time: 1717.32 ms
[2022-03-19 18:11:38 main:574] : INFO : Epoch 1812 | loss: 0.0312027 | val_loss: 0.0312162 | Time: 1398.05 ms
[2022-03-19 18:11:40 main:574] : INFO : Epoch 1813 | loss: 0.0312039 | val_loss: 0.0312176 | Time: 1376.33 ms
[2022-03-19 18:11:41 main:574] : INFO : Epoch 1814 | loss: 0.031206 | val_loss: 0.0312202 | Time: 1378.65 ms
[2022-03-19 18:11:42 main:574] : INFO : Epoch 1815 | loss: 0.0312062 | val_loss: 0.031216 | Time: 1380.66 ms
[2022-03-19 18:11:44 main:574] : INFO : Epoch 1816 | loss: 0.0312046 | val_loss: 0.031216 | Time: 1371.38 ms
[2022-03-19 18:11:45 main:574] : INFO : Epoch 1817 | loss: 0.0312028 | val_loss: 0.0312142 | Time: 1495.01 ms
[2022-03-19 18:11:47 main:574] : INFO : Epoch 1818 | loss: 0.0312042 | val_loss: 0.0312187 | Time: 1527.79 ms
[2022-03-19 18:11:48 main:574] : INFO : Epoch 1819 | loss: 0.0312052 | val_loss: 0.0312171 | Time: 1375.79 ms
[2022-03-19 18:11:49 main:574] : INFO : Epoch 1820 | loss: 0.0312029 | val_loss: 0.0312149 | Time: 1377.3 ms
[2022-03-19 18:11:51 main:574] : INFO : Epoch 1821 | loss: 0.0312028 | val_loss: 0.0312173 | Time: 1407.52 ms
[2022-03-19 18:11:52 main:574] : INFO : Epoch 1822 | loss: 0.031204 | val_loss: 0.0312146 | Time: 1384.96 ms
[2022-03-19 18:11:54 main:574] : INFO : Epoch 1823 | loss: 0.0312029 | val_loss: 0.0312227 | Time: 1375.46 ms
[2022-03-19 18:11:55 main:574] : INFO : Epoch 1824 | loss: 0.0312045 | val_loss: 0.0312154 | Time: 1544.41 ms
[2022-03-19 18:11:57 main:574] : INFO : Epoch 1825 | loss: 0.0312059 | val_loss: 0.0312221 | Time: 1577.84 ms
[2022-03-19 18:11:58 main:574] : INFO : Epoch 1826 | loss: 0.0312048 | val_loss: 0.0312164 | Time: 1374.59 ms
[2022-03-19 18:12:00 main:574] : INFO : Epoch 1827 | loss: 0.0312016 | val_loss: 0.0312156 | Time: 1380.74 ms
[2022-03-19 18:12:01 main:574] : INFO : Epoch 1828 | loss: 0.0312016 | val_loss: 0.031221 | Time: 1377.17 ms
[2022-03-19 18:12:02 main:574] : INFO : Epoch 1829 | loss: 0.0312028 | val_loss: 0.0312166 | Time: 1380.11 ms
[2022-03-19 18:12:04 main:574] : INFO : Epoch 1830 | loss: 0.0312025 | val_loss: 0.0312149 | Time: 1407.45 ms
[2022-03-19 18:12:05 main:574] : INFO : Epoch 1831 | loss: 0.0312004 | val_loss: 0.0312168 | Time: 1676.6 ms
[2022-03-19 18:12:07 main:574] : INFO : Epoch 1832 | loss: 0.0312009 | val_loss: 0.0312156 | Time: 1456.24 ms
[2022-03-19 18:12:09 main:574] : INFO : Epoch 1833 | loss: 0.0312026 | val_loss: 0.0312164 | Time: 1871.32 ms
[2022-03-19 18:12:11 main:574] : INFO : Epoch 1834 | loss: 0.0312012 | val_loss: 0.0312151 | Time: 2199.16 ms
[2022-03-19 18:12:13 main:574] : INFO : Epoch 1835 | loss: 0.0312014 | val_loss: 0.0312144 | Time: 2389.49 ms
[2022-03-19 18:12:16 main:574] : INFO : Epoch 1836 | loss: 0.0312007 | val_loss: 0.0312139 | Time: 2311.56 ms
[2022-03-19 18:12:17 main:574] : INFO : Epoch 1837 | loss: 0.0312004 | val_loss: 0.0312176 | Time: 1429.56 ms
[2022-03-19 18:12:19 main:574] : INFO : Epoch 1838 | loss: 0.0312018 | val_loss: 0.0312196 | Time: 1386.28 ms
[2022-03-19 18:12:20 main:574] : INFO : Epoch 1839 | loss: 0.0312025 | val_loss: 0.0312155 | Time: 1400.44 ms
[2022-03-19 18:12:21 main:574] : INFO : Epoch 1840 | loss: 0.031201 | val_loss: 0.0312146 | Time: 1377.3 ms
[2022-03-19 18:12:23 main:574] : INFO : Epoch 1841 | loss: 0.0312007 | val_loss: 0.0312155 | Time: 1380.22 ms
[2022-03-19 18:12:24 main:574] : INFO : Epoch 1842 | loss: 0.0312018 | val_loss: 0.0312152 | Time: 1381.6 ms
[2022-03-19 18:12:26 main:574] : INFO : Epoch 1843 | loss: 0.0312012 | val_loss: 0.0312144 | Time: 1646.99 ms
[2022-03-19 18:12:27 main:574] : INFO : Epoch 1844 | loss: 0.0312011 | val_loss: 0.0312143 | Time: 1427.78 ms
[2022-03-19 18:12:29 main:574] : INFO : Epoch 1845 | loss: 0.0311997 | val_loss: 0.0312191 | Time: 1375.12 ms
[2022-03-19 18:12:30 main:574] : INFO : Epoch 1846 | loss: 0.0311995 | val_loss: 0.0312147 | Time: 1375.83 ms
[2022-03-19 18:12:31 main:574] : INFO : Epoch 1847 | loss: 0.0311991 | val_loss: 0.031214 | Time: 1439 ms
[2022-03-19 18:12:33 main:574] : INFO : Epoch 1848 | loss: 0.031199 | val_loss: 0.0312189 | Time: 1375.15 ms
[2022-03-19 18:12:34 main:574] : INFO : Epoch 1849 | loss: 0.0312006 | val_loss: 0.0312135 | Time: 1400.44 ms
[2022-03-19 18:12:36 main:574] : INFO : Epoch 1850 | loss: 0.0312007 | val_loss: 0.0312165 | Time: 1644.72 ms
[2022-03-19 18:12:37 main:574] : INFO : Epoch 1851 | loss: 0.0311992 | val_loss: 0.0312162 | Time: 1472.69 ms
[2022-03-19 18:12:39 main:574] : INFO : Epoch 1852 | loss: 0.0311987 | val_loss: 0.0312147 | Time: 1396.25 ms
[2022-03-19 18:12:40 main:574] : INFO : Epoch 1853 | loss: 0.0312002 | val_loss: 0.0312133 | Time: 1384.66 ms
[2022-03-19 18:12:41 main:574] : INFO : Epoch 1854 | loss: 0.0312008 | val_loss: 0.0312125 | Time: 1383.42 ms
[2022-03-19 18:12:43 main:574] : INFO : Epoch 1855 | loss: 0.0311995 | val_loss: 0.0312148 | Time: 1373.04 ms
[2022-03-19 18:12:44 main:574] : INFO : Epoch 1856 | loss: 0.0311988 | val_loss: 0.0312135 | Time: 1375.78 ms
[2022-03-19 18:12:46 main:574] : INFO : Epoch 1857 | loss: 0.031199 | val_loss: 0.0312135 | Time: 1790.33 ms
[2022-03-19 18:12:48 main:574] : INFO : Epoch 1858 | loss: 0.0311979 | val_loss: 0.0312147 | Time: 1412.23 ms
[2022-03-19 18:12:49 main:574] : INFO : Epoch 1859 | loss: 0.0311977 | val_loss: 0.0312131 | Time: 1389.02 ms
[2022-03-19 18:12:50 main:574] : INFO : Epoch 1860 | loss: 0.031198 | val_loss: 0.0312141 | Time: 1376.19 ms
[2022-03-19 18:12:52 main:574] : INFO : Epoch 1861 | loss: 0.0311989 | val_loss: 0.0312152 | Time: 1385.67 ms
[2022-03-19 18:12:53 main:574] : INFO : Epoch 1862 | loss: 0.0311991 | val_loss: 0.0312133 | Time: 1394.92 ms
[2022-03-19 18:12:55 main:574] : INFO : Epoch 1863 | loss: 0.0311978 | val_loss: 0.0312137 | Time: 1377.63 ms
[2022-03-19 18:12:56 main:574] : INFO : Epoch 1864 | loss: 0.0311981 | val_loss: 0.031218 | Time: 1699.97 ms
[2022-03-19 18:12:58 main:574] : INFO : Epoch 1865 | loss: 0.0311992 | val_loss: 0.0312164 | Time: 1398.24 ms
[2022-03-19 18:12:59 main:574] : INFO : Epoch 1866 | loss: 0.0312017 | val_loss: 0.031226 | Time: 1410.32 ms
[2022-03-19 18:13:00 main:574] : INFO : Epoch 1867 | loss: 0.0312034 | val_loss: 0.0312139 | Time: 1382.11 ms
[2022-03-19 18:13:02 main:574] : INFO : Epoch 1868 | loss: 0.031198 | val_loss: 0.0312137 | Time: 1382.63 ms
[2022-03-19 18:13:03 main:574] : INFO : Epoch 1869 | loss: 0.0311977 | val_loss: 0.0312126 | Time: 1377.61 ms
[2022-03-19 18:13:05 main:574] : INFO : Epoch 1870 | loss: 0.0311967 | val_loss: 0.0312129 | Time: 1396.91 ms
[2022-03-19 18:13:06 main:574] : INFO : Epoch 1871 | loss: 0.0311971 | val_loss: 0.0312203 | Time: 1656.78 ms
[2022-03-19 18:13:08 main:574] : INFO : Epoch 1872 | loss: 0.031199 | val_loss: 0.0312158 | Time: 1403.06 ms
[2022-03-19 18:13:10 main:574] : INFO : Epoch 1873 | loss: 0.0311977 | val_loss: 0.0312143 | Time: 2058.6 ms
[2022-03-19 18:13:12 main:574] : INFO : Epoch 1874 | loss: 0.0311961 | val_loss: 0.0312161 | Time: 2391.81 ms
[2022-03-19 18:13:15 main:574] : INFO : Epoch 1875 | loss: 0.0311981 | val_loss: 0.0312118 | Time: 2337.43 ms
[2022-03-19 18:13:16 main:574] : INFO : Epoch 1876 | loss: 0.0311969 | val_loss: 0.031214 | Time: 1901.22 ms
[2022-03-19 18:13:18 main:574] : INFO : Epoch 1877 | loss: 0.0311969 | val_loss: 0.0312127 | Time: 1408.06 ms
[2022-03-19 18:13:19 main:574] : INFO : Epoch 1878 | loss: 0.0311962 | val_loss: 0.0312146 | Time: 1406.26 ms
[2022-03-19 18:13:21 main:574] : INFO : Epoch 1879 | loss: 0.0312004 | val_loss: 0.0312141 | Time: 1379.29 ms
[2022-03-19 18:13:22 main:574] : INFO : Epoch 1880 | loss: 0.0311985 | val_loss: 0.0312143 | Time: 1381.43 ms
[2022-03-19 18:13:23 main:574] : INFO : Epoch 1881 | loss: 0.0311985 | val_loss: 0.0312175 | Time: 1384.86 ms
[2022-03-19 18:13:25 main:574] : INFO : Epoch 1882 | loss: 0.0311971 | val_loss: 0.0312138 | Time: 1426.5 ms
[2022-03-19 18:13:27 main:574] : INFO : Epoch 1883 | loss: 0.0311997 | val_loss: 0.0312141 | Time: 1700.43 ms
[2022-03-19 18:13:28 main:574] : INFO : Epoch 1884 | loss: 0.0312007 | val_loss: 0.0312178 | Time: 1409.94 ms
[2022-03-19 18:13:29 main:574] : INFO : Epoch 1885 | loss: 0.0311997 | val_loss: 0.0312179 | Time: 1381.34 ms
[2022-03-19 18:13:31 main:574] : INFO : Epoch 1886 | loss: 0.0312003 | val_loss: 0.0312147 | Time: 1378.21 ms
[2022-03-19 18:13:32 main:574] : INFO : Epoch 1887 | loss: 0.0311982 | val_loss: 0.0312155 | Time: 1380.01 ms
[2022-03-19 18:13:34 main:574] : INFO : Epoch 1888 | loss: 0.0311982 | val_loss: 0.0312125 | Time: 1378.96 ms
[2022-03-19 18:13:35 main:574] : INFO : Epoch 1889 | loss: 0.0311997 | val_loss: 0.0312134 | Time: 1448.73 ms
[2022-03-19 18:13:37 main:574] : INFO : Epoch 1890 | loss: 0.0311974 | val_loss: 0.0312128 | Time: 1694.18 ms
[2022-03-19 18:13:38 main:574] : INFO : Epoch 1891 | loss: 0.0311977 | val_loss: 0.0312136 | Time: 1380.06 ms
[2022-03-19 18:13:39 main:574] : INFO : Epoch 1892 | loss: 0.031199 | val_loss: 0.0312223 | Time: 1399.55 ms
[2022-03-19 18:13:41 main:574] : INFO : Epoch 1893 | loss: 0.0312022 | val_loss: 0.0312147 | Time: 1407.61 ms
[2022-03-19 18:13:42 main:574] : INFO : Epoch 1894 | loss: 0.0312008 | val_loss: 0.0312165 | Time: 1384.81 ms
[2022-03-19 18:13:44 main:574] : INFO : Epoch 1895 | loss: 0.0312007 | val_loss: 0.0312133 | Time: 1385.55 ms
[2022-03-19 18:13:45 main:574] : INFO : Epoch 1896 | loss: 0.031198 | val_loss: 0.0312122 | Time: 1450.49 ms
[2022-03-19 18:13:47 main:574] : INFO : Epoch 1897 | loss: 0.0312025 | val_loss: 0.0312147 | Time: 1616.52 ms
[2022-03-19 18:13:48 main:574] : INFO : Epoch 1898 | loss: 0.0311994 | val_loss: 0.0312172 | Time: 1386.28 ms
[2022-03-19 18:13:49 main:574] : INFO : Epoch 1899 | loss: 0.031206 | val_loss: 0.0312158 | Time: 1386.36 ms
[2022-03-19 18:13:51 main:574] : INFO : Epoch 1900 | loss: 0.0312046 | val_loss: 0.0312146 | Time: 1373.39 ms
[2022-03-19 18:13:52 main:574] : INFO : Epoch 1901 | loss: 0.031204 | val_loss: 0.0312157 | Time: 1383.78 ms
[2022-03-19 18:13:54 main:574] : INFO : Epoch 1902 | loss: 0.0312029 | val_loss: 0.0312157 | Time: 1382.87 ms
[2022-03-19 18:13:55 main:574] : INFO : Epoch 1903 | loss: 0.0312025 | val_loss: 0.0312142 | Time: 1431.94 ms
[2022-03-19 18:13:57 main:574] : INFO : Epoch 1904 | loss: 0.0312006 | val_loss: 0.0312147 | Time: 1617.66 ms
[2022-03-19 18:13:58 main:574] : INFO : Epoch 1905 | loss: 0.0312006 | val_loss: 0.0312133 | Time: 1383.56 ms
[2022-03-19 18:14:00 main:574] : INFO : Epoch 1906 | loss: 0.0312011 | val_loss: 0.0312141 | Time: 1382.16 ms
[2022-03-19 18:14:01 main:574] : INFO : Epoch 1907 | loss: 0.0311999 | val_loss: 0.0312179 | Time: 1378.47 ms
[2022-03-19 18:14:02 main:574] : INFO : Epoch 1908 | loss: 0.0312031 | val_loss: 0.0312124 | Time: 1386.34 ms
[2022-03-19 18:14:04 main:574] : INFO : Epoch 1909 | loss: 0.0312013 | val_loss: 0.0312138 | Time: 1383.81 ms
[2022-03-19 18:14:05 main:574] : INFO : Epoch 1910 | loss: 0.0311983 | val_loss: 0.0312113 | Time: 1483.03 ms
[2022-03-19 18:14:07 main:574] : INFO : Epoch 1911 | loss: 0.0311982 | val_loss: 0.031212 | Time: 1643.95 ms
[2022-03-19 18:14:08 main:574] : INFO : Epoch 1912 | loss: 0.031202 | val_loss: 0.0312204 | Time: 1393.58 ms
[2022-03-19 18:14:10 main:574] : INFO : Epoch 1913 | loss: 0.0312027 | val_loss: 0.0312147 | Time: 2098.73 ms
[2022-03-19 18:14:13 main:574] : INFO : Epoch 1914 | loss: 0.0312003 | val_loss: 0.03121 | Time: 2350.71 ms
[2022-03-19 18:14:15 main:574] : INFO : Epoch 1915 | loss: 0.0311982 | val_loss: 0.031211 | Time: 2279.53 ms
[2022-03-19 18:14:17 main:574] : INFO : Epoch 1916 | loss: 0.0311981 | val_loss: 0.031211 | Time: 1694.49 ms
[2022-03-19 18:14:18 main:574] : INFO : Epoch 1917 | loss: 0.0311975 | val_loss: 0.0312103 | Time: 1374.84 ms
[2022-03-19 18:14:19 main:574] : INFO : Epoch 1918 | loss: 0.0311969 | val_loss: 0.031212 | Time: 1380.98 ms
[2022-03-19 18:14:21 main:574] : INFO : Epoch 1919 | loss: 0.0311978 | val_loss: 0.0312151 | Time: 1375.33 ms
[2022-03-19 18:14:22 main:574] : INFO : Epoch 1920 | loss: 0.0311989 | val_loss: 0.0312104 | Time: 1400.03 ms
[2022-03-19 18:14:24 main:574] : INFO : Epoch 1921 | loss: 0.031199 | val_loss: 0.0312122 | Time: 1379.38 ms
[2022-03-19 18:14:25 main:574] : INFO : Epoch 1922 | loss: 0.0311987 | val_loss: 0.0312161 | Time: 1453.78 ms
[2022-03-19 18:14:27 main:574] : INFO : Epoch 1923 | loss: 0.0311984 | val_loss: 0.0312116 | Time: 1619.13 ms
[2022-03-19 18:14:28 main:574] : INFO : Epoch 1924 | loss: 0.0311966 | val_loss: 0.031215 | Time: 1405.55 ms
[2022-03-19 18:14:29 main:574] : INFO : Epoch 1925 | loss: 0.0311955 | val_loss: 0.0312127 | Time: 1378.42 ms
[2022-03-19 18:14:31 main:574] : INFO : Epoch 1926 | loss: 0.0311958 | val_loss: 0.0312126 | Time: 1378.48 ms
[2022-03-19 18:14:32 main:574] : INFO : Epoch 1927 | loss: 0.0311968 | val_loss: 0.0312146 | Time: 1379.24 ms
[2022-03-19 18:14:34 main:574] : INFO : Epoch 1928 | loss: 0.0311974 | val_loss: 0.0312133 | Time: 1381.28 ms
[2022-03-19 18:14:35 main:574] : INFO : Epoch 1929 | loss: 0.0311981 | val_loss: 0.0312136 | Time: 1420.1 ms
[2022-03-19 18:14:37 main:574] : INFO : Epoch 1930 | loss: 0.0311985 | val_loss: 0.0312206 | Time: 1634.43 ms
[2022-03-19 18:14:38 main:574] : INFO : Epoch 1931 | loss: 0.0311979 | val_loss: 0.0312129 | Time: 1428.07 ms
[2022-03-19 18:14:40 main:574] : INFO : Epoch 1932 | loss: 0.0311968 | val_loss: 0.0312122 | Time: 1384.65 ms
[2022-03-19 18:14:41 main:574] : INFO : Epoch 1933 | loss: 0.0311967 | val_loss: 0.0312153 | Time: 1386.36 ms
[2022-03-19 18:14:42 main:574] : INFO : Epoch 1934 | loss: 0.031196 | val_loss: 0.0312135 | Time: 1390.51 ms
[2022-03-19 18:14:44 main:574] : INFO : Epoch 1935 | loss: 0.0311971 | val_loss: 0.0312137 | Time: 1381.31 ms
[2022-03-19 18:14:45 main:574] : INFO : Epoch 1936 | loss: 0.0311977 | val_loss: 0.0312159 | Time: 1575.59 ms
[2022-03-19 18:14:47 main:574] : INFO : Epoch 1937 | loss: 0.0311993 | val_loss: 0.0312144 | Time: 1602.35 ms
[2022-03-19 18:14:48 main:574] : INFO : Epoch 1938 | loss: 0.0311988 | val_loss: 0.0312181 | Time: 1379.72 ms
[2022-03-19 18:14:50 main:574] : INFO : Epoch 1939 | loss: 0.0311967 | val_loss: 0.0312141 | Time: 1400.1 ms
[2022-03-19 18:14:51 main:574] : INFO : Epoch 1940 | loss: 0.0311969 | val_loss: 0.0312145 | Time: 1379.36 ms
[2022-03-19 18:14:53 main:574] : INFO : Epoch 1941 | loss: 0.0311965 | val_loss: 0.0312204 | Time: 1422.84 ms
[2022-03-19 18:14:54 main:574] : INFO : Epoch 1942 | loss: 0.031198 | val_loss: 0.0312155 | Time: 1381.55 ms
[2022-03-19 18:14:56 main:574] : INFO : Epoch 1943 | loss: 0.031198 | val_loss: 0.0312153 | Time: 1613.85 ms
[2022-03-19 18:14:57 main:574] : INFO : Epoch 1944 | loss: 0.0311974 | val_loss: 0.0312156 | Time: 1556.81 ms
[2022-03-19 18:14:59 main:574] : INFO : Epoch 1945 | loss: 0.0311965 | val_loss: 0.0312149 | Time: 1424.53 ms
[2022-03-19 18:15:00 main:574] : INFO : Epoch 1946 | loss: 0.0311967 | val_loss: 0.0312142 | Time: 1390.68 ms
[2022-03-19 18:15:01 main:574] : INFO : Epoch 1947 | loss: 0.0311973 | val_loss: 0.0312149 | Time: 1404.43 ms
[2022-03-19 18:15:03 main:574] : INFO : Epoch 1948 | loss: 0.0311977 | val_loss: 0.0312195 | Time: 1385.17 ms
[2022-03-19 18:15:04 main:574] : INFO : Epoch 1949 | loss: 0.0311964 | val_loss: 0.0312141 | Time: 1386 ms
[2022-03-19 18:15:06 main:574] : INFO : Epoch 1950 | loss: 0.0311948 | val_loss: 0.031217 | Time: 1702 ms
[2022-03-19 18:15:07 main:574] : INFO : Epoch 1951 | loss: 0.0311956 | val_loss: 0.0312159 | Time: 1476.51 ms
[2022-03-19 18:15:09 main:574] : INFO : Epoch 1952 | loss: 0.0311956 | val_loss: 0.0312169 | Time: 1386.5 ms
[2022-03-19 18:15:11 main:574] : INFO : Epoch 1953 | loss: 0.0311954 | val_loss: 0.0312155 | Time: 1993.17 ms
[2022-03-19 18:15:13 main:574] : INFO : Epoch 1954 | loss: 0.0311958 | val_loss: 0.0312172 | Time: 2233.33 ms
[2022-03-19 18:15:15 main:574] : INFO : Epoch 1955 | loss: 0.031196 | val_loss: 0.0312145 | Time: 2307.08 ms
[2022-03-19 18:15:17 main:574] : INFO : Epoch 1956 | loss: 0.0311955 | val_loss: 0.0312148 | Time: 1711.62 ms
[2022-03-19 18:15:18 main:574] : INFO : Epoch 1957 | loss: 0.0311952 | val_loss: 0.0312172 | Time: 1382.14 ms
[2022-03-19 18:15:20 main:574] : INFO : Epoch 1958 | loss: 0.0311965 | val_loss: 0.0312139 | Time: 1379.77 ms
[2022-03-19 18:15:21 main:574] : INFO : Epoch 1959 | loss: 0.0311962 | val_loss: 0.0312135 | Time: 1380.97 ms
[2022-03-19 18:15:23 main:574] : INFO : Epoch 1960 | loss: 0.031195 | val_loss: 0.0312162 | Time: 1386.24 ms
[2022-03-19 18:15:24 main:574] : INFO : Epoch 1961 | loss: 0.031197 | val_loss: 0.0312133 | Time: 1384.96 ms
[2022-03-19 18:15:26 main:574] : INFO : Epoch 1962 | loss: 0.0311962 | val_loss: 0.0312168 | Time: 1549.46 ms
[2022-03-19 18:15:27 main:574] : INFO : Epoch 1963 | loss: 0.0311945 | val_loss: 0.0312149 | Time: 1550.56 ms
[2022-03-19 18:15:28 main:574] : INFO : Epoch 1964 | loss: 0.0311939 | val_loss: 0.0312156 | Time: 1384.97 ms
[2022-03-19 18:15:30 main:574] : INFO : Epoch 1965 | loss: 0.031194 | val_loss: 0.0312147 | Time: 1383.53 ms
[2022-03-19 18:15:31 main:574] : INFO : Epoch 1966 | loss: 0.0311956 | val_loss: 0.0312178 | Time: 1381.01 ms
[2022-03-19 18:15:33 main:574] : INFO : Epoch 1967 | loss: 0.0311968 | val_loss: 0.031215 | Time: 1384.13 ms
[2022-03-19 18:15:34 main:574] : INFO : Epoch 1968 | loss: 0.0311954 | val_loss: 0.0312121 | Time: 1375.24 ms
[2022-03-19 18:15:36 main:574] : INFO : Epoch 1969 | loss: 0.0311969 | val_loss: 0.0312125 | Time: 1535.95 ms
[2022-03-19 18:15:37 main:574] : INFO : Epoch 1970 | loss: 0.0311949 | val_loss: 0.0312135 | Time: 1507.25 ms
[2022-03-19 18:15:38 main:574] : INFO : Epoch 1971 | loss: 0.0311946 | val_loss: 0.0312131 | Time: 1390.57 ms
[2022-03-19 18:15:40 main:574] : INFO : Epoch 1972 | loss: 0.0311932 | val_loss: 0.0312154 | Time: 1385.83 ms
[2022-03-19 18:15:41 main:574] : INFO : Epoch 1973 | loss: 0.0311932 | val_loss: 0.0312132 | Time: 1386.91 ms
[2022-03-19 18:15:43 main:574] : INFO : Epoch 1974 | loss: 0.0311927 | val_loss: 0.031215 | Time: 1389.78 ms
[2022-03-19 18:15:44 main:574] : INFO : Epoch 1975 | loss: 0.0311939 | val_loss: 0.0312133 | Time: 1382.66 ms
[2022-03-19 18:15:46 main:574] : INFO : Epoch 1976 | loss: 0.031193 | val_loss: 0.031214 | Time: 1532.32 ms
[2022-03-19 18:15:47 main:574] : INFO : Epoch 1977 | loss: 0.0311927 | val_loss: 0.0312132 | Time: 1608.02 ms
[2022-03-19 18:15:49 main:574] : INFO : Epoch 1978 | loss: 0.0311926 | val_loss: 0.0312159 | Time: 1382.99 ms
[2022-03-19 18:15:50 main:574] : INFO : Epoch 1979 | loss: 0.0311934 | val_loss: 0.0312152 | Time: 1379.68 ms
[2022-03-19 18:15:51 main:574] : INFO : Epoch 1980 | loss: 0.0311936 | val_loss: 0.0312179 | Time: 1381.42 ms
[2022-03-19 18:15:53 main:574] : INFO : Epoch 1981 | loss: 0.0311956 | val_loss: 0.0312181 | Time: 1388.9 ms
[2022-03-19 18:15:54 main:574] : INFO : Epoch 1982 | loss: 0.0311956 | val_loss: 0.0312112 | Time: 1382.07 ms
[2022-03-19 18:15:56 main:574] : INFO : Epoch 1983 | loss: 0.031198 | val_loss: 0.0312113 | Time: 1572.98 ms
[2022-03-19 18:15:57 main:574] : INFO : Epoch 1984 | loss: 0.0311977 | val_loss: 0.0312102 | Time: 1502 ms
[2022-03-19 18:15:59 main:574] : INFO : Epoch 1985 | loss: 0.0311975 | val_loss: 0.0312185 | Time: 1386.23 ms
[2022-03-19 18:16:00 main:574] : INFO : Epoch 1986 | loss: 0.0312053 | val_loss: 0.03122 | Time: 1379.17 ms
[2022-03-19 18:16:01 main:574] : INFO : Epoch 1987 | loss: 0.0312059 | val_loss: 0.0312182 | Time: 1379.69 ms
[2022-03-19 18:16:03 main:574] : INFO : Epoch 1988 | loss: 0.0312108 | val_loss: 0.0312264 | Time: 1378.11 ms
[2022-03-19 18:16:04 main:574] : INFO : Epoch 1989 | loss: 0.03121 | val_loss: 0.0312161 | Time: 1381.45 ms
[2022-03-19 18:16:06 main:574] : INFO : Epoch 1990 | loss: 0.0312094 | val_loss: 0.0312138 | Time: 1497.57 ms
[2022-03-19 18:16:07 main:574] : INFO : Epoch 1991 | loss: 0.0312069 | val_loss: 0.0312111 | Time: 1547.86 ms
[2022-03-19 18:16:09 main:574] : INFO : Epoch 1992 | loss: 0.0312033 | val_loss: 0.0312121 | Time: 1384.8 ms
[2022-03-19 18:16:10 main:574] : INFO : Epoch 1993 | loss: 0.0312067 | val_loss: 0.0312142 | Time: 1551.62 ms
[2022-03-19 18:16:12 main:574] : INFO : Epoch 1994 | loss: 0.0312053 | val_loss: 0.031212 | Time: 2300.82 ms
[2022-03-19 18:16:15 main:574] : INFO : Epoch 1995 | loss: 0.0312033 | val_loss: 0.0312105 | Time: 2260.04 ms
[2022-03-19 18:16:17 main:574] : INFO : Epoch 1996 | loss: 0.0312016 | val_loss: 0.0312107 | Time: 1898.47 ms
[2022-03-19 18:16:18 main:574] : INFO : Epoch 1997 | loss: 0.0312021 | val_loss: 0.0312115 | Time: 1367.96 ms
[2022-03-19 18:16:19 main:574] : INFO : Epoch 1998 | loss: 0.0312008 | val_loss: 0.0312102 | Time: 1374.67 ms
[2022-03-19 18:16:21 main:574] : INFO : Epoch 1999 | loss: 0.0312007 | val_loss: 0.0312095 | Time: 1361.73 ms
[2022-03-19 18:16:22 main:574] : INFO : Epoch 2000 | loss: 0.0312004 | val_loss: 0.0312104 | Time: 1361.85 ms
[2022-03-19 18:16:23 main:574] : INFO : Epoch 2001 | loss: 0.0312015 | val_loss: 0.0312116 | Time: 1355.09 ms
[2022-03-19 18:16:25 main:574] : INFO : Epoch 2002 | loss: 0.0312006 | val_loss: 0.0312126 | Time: 1373.42 ms
[2022-03-19 18:16:27 main:574] : INFO : Epoch 2003 | loss: 0.0311999 | val_loss: 0.0312128 | Time: 1851.39 ms
[2022-03-19 18:16:28 main:574] : INFO : Epoch 2004 | loss: 0.0312007 | val_loss: 0.0312122 | Time: 1416.59 ms
[2022-03-19 18:16:30 main:574] : INFO : Epoch 2005 | loss: 0.0312005 | val_loss: 0.0312108 | Time: 1393.97 ms
[2022-03-19 18:16:31 main:574] : INFO : Epoch 2006 | loss: 0.031199 | val_loss: 0.0312096 | Time: 1382.1 ms
[2022-03-19 18:16:32 main:574] : INFO : Epoch 2007 | loss: 0.031199 | val_loss: 0.0312111 | Time: 1386.26 ms
[2022-03-19 18:16:34 main:574] : INFO : Epoch 2008 | loss: 0.0311996 | val_loss: 0.0312094 | Time: 1379.12 ms
[2022-03-19 18:16:35 main:574] : INFO : Epoch 2009 | loss: 0.0311983 | val_loss: 0.0312116 | Time: 1381.5 ms
[2022-03-19 18:16:37 main:574] : INFO : Epoch 2010 | loss: 0.0311988 | val_loss: 0.03121 | Time: 1669.05 ms
[2022-03-19 18:16:38 main:574] : INFO : Epoch 2011 | loss: 0.0311989 | val_loss: 0.0312085 | Time: 1407.97 ms
[2022-03-19 18:16:40 main:574] : INFO : Epoch 2012 | loss: 0.0311994 | val_loss: 0.0312094 | Time: 1378.81 ms
[2022-03-19 18:16:41 main:574] : INFO : Epoch 2013 | loss: 0.0311979 | val_loss: 0.0312106 | Time: 1379.15 ms
[2022-03-19 18:16:42 main:574] : INFO : Epoch 2014 | loss: 0.0311974 | val_loss: 0.0312146 | Time: 1389.42 ms
[2022-03-19 18:16:44 main:574] : INFO : Epoch 2015 | loss: 0.031198 | val_loss: 0.0312116 | Time: 1388.14 ms
[2022-03-19 18:16:45 main:574] : INFO : Epoch 2016 | loss: 0.0311974 | val_loss: 0.0312101 | Time: 1376.75 ms
[2022-03-19 18:16:47 main:574] : INFO : Epoch 2017 | loss: 0.0311976 | val_loss: 0.0312079 | Time: 1615.01 ms
[2022-03-19 18:16:48 main:574] : INFO : Epoch 2018 | loss: 0.0311976 | val_loss: 0.0312079 | Time: 1397.36 ms
[2022-03-19 18:16:49 main:574] : INFO : Epoch 2019 | loss: 0.0311968 | val_loss: 0.0312086 | Time: 1381.34 ms
[2022-03-19 18:16:51 main:574] : INFO : Epoch 2020 | loss: 0.0311963 | val_loss: 0.0312108 | Time: 1377.82 ms
[2022-03-19 18:16:52 main:574] : INFO : Epoch 2021 | loss: 0.0311971 | val_loss: 0.0312134 | Time: 1386.09 ms
[2022-03-19 18:16:54 main:574] : INFO : Epoch 2022 | loss: 0.0311983 | val_loss: 0.0312113 | Time: 1379.77 ms
[2022-03-19 18:16:55 main:574] : INFO : Epoch 2023 | loss: 0.0311979 | val_loss: 0.0312155 | Time: 1381.35 ms
[2022-03-19 18:16:57 main:574] : INFO : Epoch 2024 | loss: 0.0311999 | val_loss: 0.0312124 | Time: 1724.4 ms
[2022-03-19 18:16:58 main:574] : INFO : Epoch 2025 | loss: 0.031201 | val_loss: 0.0312145 | Time: 1394.04 ms
[2022-03-19 18:17:00 main:574] : INFO : Epoch 2026 | loss: 0.0311995 | val_loss: 0.0312104 | Time: 1381.36 ms
[2022-03-19 18:17:01 main:574] : INFO : Epoch 2027 | loss: 0.0311985 | val_loss: 0.0312099 | Time: 1379.33 ms
[2022-03-19 18:17:02 main:574] : INFO : Epoch 2028 | loss: 0.0311979 | val_loss: 0.0312095 | Time: 1407.33 ms
[2022-03-19 18:17:04 main:574] : INFO : Epoch 2029 | loss: 0.0311967 | val_loss: 0.0312105 | Time: 1383.34 ms
[2022-03-19 18:17:05 main:574] : INFO : Epoch 2030 | loss: 0.0311968 | val_loss: 0.0312144 | Time: 1391.58 ms
[2022-03-19 18:17:07 main:574] : INFO : Epoch 2031 | loss: 0.0311962 | val_loss: 0.0312101 | Time: 1688.48 ms
[2022-03-19 18:17:08 main:574] : INFO : Epoch 2032 | loss: 0.0311966 | val_loss: 0.0312107 | Time: 1396.38 ms
[2022-03-19 18:17:10 main:574] : INFO : Epoch 2033 | loss: 0.0311965 | val_loss: 0.0312117 | Time: 1399.83 ms
[2022-03-19 18:17:12 main:574] : INFO : Epoch 2034 | loss: 0.0311992 | val_loss: 0.0312161 | Time: 1949.11 ms
[2022-03-19 18:17:14 main:574] : INFO : Epoch 2035 | loss: 0.0312 | val_loss: 0.0312128 | Time: 2354.56 ms
[2022-03-19 18:17:16 main:574] : INFO : Epoch 2036 | loss: 0.0311973 | val_loss: 0.0312121 | Time: 2256.78 ms
[2022-03-19 18:17:18 main:574] : INFO : Epoch 2037 | loss: 0.0311952 | val_loss: 0.0312097 | Time: 1400.58 ms
[2022-03-19 18:17:19 main:574] : INFO : Epoch 2038 | loss: 0.0311955 | val_loss: 0.0312093 | Time: 1438.47 ms
[2022-03-19 18:17:20 main:574] : INFO : Epoch 2039 | loss: 0.0311948 | val_loss: 0.0312097 | Time: 1380.42 ms
[2022-03-19 18:17:22 main:574] : INFO : Epoch 2040 | loss: 0.0311938 | val_loss: 0.0312113 | Time: 1379.62 ms
[2022-03-19 18:17:23 main:574] : INFO : Epoch 2041 | loss: 0.0311936 | val_loss: 0.0312097 | Time: 1391.87 ms
[2022-03-19 18:17:25 main:574] : INFO : Epoch 2042 | loss: 0.0311928 | val_loss: 0.0312097 | Time: 1390.87 ms
[2022-03-19 18:17:26 main:574] : INFO : Epoch 2043 | loss: 0.0311936 | val_loss: 0.0312092 | Time: 1634.37 ms
[2022-03-19 18:17:28 main:574] : INFO : Epoch 2044 | loss: 0.031194 | val_loss: 0.0312133 | Time: 1405.1 ms
[2022-03-19 18:17:29 main:574] : INFO : Epoch 2045 | loss: 0.031197 | val_loss: 0.0312109 | Time: 1377.28 ms
[2022-03-19 18:17:30 main:574] : INFO : Epoch 2046 | loss: 0.0311957 | val_loss: 0.0312116 | Time: 1379.41 ms
[2022-03-19 18:17:32 main:574] : INFO : Epoch 2047 | loss: 0.0311955 | val_loss: 0.0312086 | Time: 1379.55 ms
[2022-03-19 18:17:33 main:574] : INFO : Epoch 2048 | loss: 0.0311952 | val_loss: 0.0312104 | Time: 1377.54 ms
[2022-03-19 18:17:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312104
[2022-03-19 18:17:33 main:603] : INFO : Saving end state to config to file
[2022-03-19 18:17:33 main:608] : INFO : Success, exiting..
18:17:33 (13736): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)