Task 3711844
| Name | ParityModified-1608764416-22212-7_0 |
| Workunit | 1899496 |
| Created | 17 Jan 2021, 13:42:23 UTC |
| Sent | 17 Jan 2021, 14:39:27 UTC |
| Report deadline | 24 Jan 2021, 14:39:27 UTC |
| Received | 17 Jan 2021, 21:35:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8079 |
| Run time | 43 min 25 sec |
| CPU time | 42 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,956.74 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 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: 0.031196 | val_loss: 0.0312025 | Time: 1174.72 ms
[2021-01-17 22:23:43 main:574] : INFO : Epoch 1543 | loss: 0.0311976 | val_loss: 0.031202 | Time: 1159.68 ms
[2021-01-17 22:23:45 main:574] : INFO : Epoch 1544 | loss: 0.0311974 | val_loss: 0.0312049 | Time: 1429.56 ms
[2021-01-17 22:23:46 main:574] : INFO : Epoch 1545 | loss: 0.0311949 | val_loss: 0.0312007 | Time: 1161.36 ms
[2021-01-17 22:23:47 main:574] : INFO : Epoch 1546 | loss: 0.031195 | val_loss: 0.0312015 | Time: 1160.46 ms
[2021-01-17 22:23:48 main:574] : INFO : Epoch 1547 | loss: 0.0311956 | val_loss: 0.0312021 | Time: 1413.45 ms
[2021-01-17 22:23:49 main:574] : INFO : Epoch 1548 | loss: 0.0311962 | val_loss: 0.0312016 | Time: 1150.48 ms
[2021-01-17 22:23:51 main:574] : INFO : Epoch 1549 | loss: 0.0311946 | val_loss: 0.0312023 | Time: 1159.13 ms
[2021-01-17 22:23:52 main:574] : INFO : Epoch 1550 | loss: 0.0311941 | val_loss: 0.0312023 | Time: 1365.04 ms
[2021-01-17 22:23:53 main:574] : INFO : Epoch 1551 | loss: 0.0311939 | val_loss: 0.0312051 | Time: 1215.06 ms
[2021-01-17 22:23:54 main:574] : INFO : Epoch 1552 | loss: 0.0311938 | val_loss: 0.0312018 | Time: 1163 ms
[2021-01-17 22:23:56 main:574] : INFO : Epoch 1553 | loss: 0.0311936 | val_loss: 0.0312023 | Time: 1338.51 ms
[2021-01-17 22:23:57 main:574] : INFO : Epoch 1554 | loss: 0.0311935 | val_loss: 0.0312018 | Time: 1345.76 ms
[2021-01-17 22:23:58 main:574] : INFO : Epoch 1555 | loss: 0.031195 | val_loss: 0.0312019 | Time: 1171.03 ms
[2021-01-17 22:23:59 main:574] : INFO : Epoch 1556 | loss: 0.0311945 | val_loss: 0.0312017 | Time: 1180.39 ms
[2021-01-17 22:24:01 main:574] : INFO : Epoch 1557 | loss: 0.0311935 | val_loss: 0.0312016 | Time: 1388.32 ms
[2021-01-17 22:24:02 main:574] : INFO : Epoch 1558 | loss: 0.0311925 | val_loss: 0.0312008 | Time: 1181.58 ms
[2021-01-17 22:24:03 main:574] : INFO : Epoch 1559 | loss: 0.0311932 | val_loss: 0.0312007 | Time: 1160.93 ms
[2021-01-17 22:24:05 main:574] : INFO : Epoch 1560 | loss: 0.0311952 | val_loss: 0.0312022 | Time: 1477.46 ms
[2021-01-17 22:24:06 main:574] : INFO : Epoch 1561 | loss: 0.0311975 | val_loss: 0.0312132 | Time: 1159.8 ms
[2021-01-17 22:24:07 main:574] : INFO : Epoch 1562 | loss: 0.0311966 | val_loss: 0.0312031 | Time: 1158.08 ms
[2021-01-17 22:24:08 main:574] : INFO : Epoch 1563 | loss: 0.0311936 | val_loss: 0.0312042 | Time: 1478.13 ms
[2021-01-17 22:24:10 main:574] : INFO : Epoch 1564 | loss: 0.0311964 | val_loss: 0.0311979 | Time: 1170.59 ms
[2021-01-17 22:24:11 main:574] : INFO : Epoch 1565 | loss: 0.0311975 | val_loss: 0.0311982 | Time: 1149.91 ms
[2021-01-17 22:24:12 main:574] : INFO : Epoch 1566 | loss: 0.0311966 | val_loss: 0.0312089 | Time: 1393.35 ms
[2021-01-17 22:24:14 main:574] : INFO : Epoch 1567 | loss: 0.0312004 | val_loss: 0.031199 | Time: 1470.31 ms
[2021-01-17 22:24:15 main:574] : INFO : Epoch 1568 | loss: 0.0311947 | val_loss: 0.0311964 | Time: 1627.6 ms
[2021-01-17 22:24:17 main:574] : INFO : Epoch 1569 | loss: 0.0311952 | val_loss: 0.0312087 | Time: 1454.08 ms
[2021-01-17 22:24:18 main:574] : INFO : Epoch 1570 | loss: 0.031197 | val_loss: 0.0311974 | Time: 1164.51 ms
[2021-01-17 22:24:19 main:574] : INFO : Epoch 1571 | loss: 0.0311955 | val_loss: 0.0311948 | Time: 1163.56 ms
[2021-01-17 22:24:21 main:574] : INFO : Epoch 1572 | loss: 0.0311923 | val_loss: 0.0311957 | Time: 1456.11 ms
[2021-01-17 22:24:22 main:574] : INFO : Epoch 1573 | loss: 0.0311926 | val_loss: 0.0311958 | Time: 1173.61 ms
[2021-01-17 22:24:23 main:574] : INFO : Epoch 1574 | loss: 0.0311935 | val_loss: 0.0311966 | Time: 1164.47 ms
[2021-01-17 22:24:24 main:574] : INFO : Epoch 1575 | loss: 0.0311935 | val_loss: 0.0311987 | Time: 1478.29 ms
[2021-01-17 22:24:26 main:574] : INFO : Epoch 1576 | loss: 0.0311977 | val_loss: 0.031201 | Time: 1153.55 ms
[2021-01-17 22:24:27 main:574] : INFO : Epoch 1577 | loss: 0.0311976 | val_loss: 0.0312011 | Time: 1160.55 ms
[2021-01-17 22:24:28 main:574] : INFO : Epoch 1578 | loss: 0.0311971 | val_loss: 0.0312 | Time: 1382.67 ms
[2021-01-17 22:24:29 main:574] : INFO : Epoch 1579 | loss: 0.0311965 | val_loss: 0.0312008 | Time: 1234.64 ms
[2021-01-17 22:24:30 main:574] : INFO : Epoch 1580 | loss: 0.0311962 | val_loss: 0.0311999 | Time: 1156.02 ms
[2021-01-17 22:24:32 main:574] : INFO : Epoch 1581 | loss: 0.0311969 | val_loss: 0.0312004 | Time: 1255.55 ms
[2021-01-17 22:24:33 main:574] : INFO : Epoch 1582 | loss: 0.0311952 | val_loss: 0.0312017 | Time: 1369.06 ms
[2021-01-17 22:24:34 main:574] : INFO : Epoch 1583 | loss: 0.0311997 | val_loss: 0.0312041 | Time: 1149.28 ms
[2021-01-17 22:24:35 main:574] : INFO : Epoch 1584 | loss: 0.0312013 | val_loss: 0.0312028 | Time: 1165.17 ms
[2021-01-17 22:24:37 main:574] : INFO : Epoch 1585 | loss: 0.0312012 | val_loss: 0.0312028 | Time: 1496.98 ms
[2021-01-17 22:24:38 main:574] : INFO : Epoch 1586 | loss: 0.0311993 | val_loss: 0.031201 | Time: 1154.23 ms
[2021-01-17 22:24:39 main:574] : INFO : Epoch 1587 | loss: 0.0311976 | val_loss: 0.0311983 | Time: 1158 ms
[2021-01-17 22:24:41 main:574] : INFO : Epoch 1588 | loss: 0.031197 | val_loss: 0.0312 | Time: 1478.86 ms
[2021-01-17 22:24:42 main:574] : INFO : Epoch 1589 | loss: 0.0311973 | val_loss: 0.0312026 | Time: 1159.04 ms
[2021-01-17 22:24:43 main:574] : INFO : Epoch 1590 | loss: 0.0311974 | val_loss: 0.0312014 | Time: 1149.73 ms
[2021-01-17 22:24:44 main:574] : INFO : Epoch 1591 | loss: 0.031199 | val_loss: 0.0312023 | Time: 1427.99 ms
[2021-01-17 22:24:46 main:574] : INFO : Epoch 1592 | loss: 0.0311997 | val_loss: 0.0312001 | Time: 1164.92 ms
[2021-01-17 22:24:47 main:574] : INFO : Epoch 1593 | loss: 0.0311976 | val_loss: 0.0312033 | Time: 1160.27 ms
[2021-01-17 22:24:48 main:574] : INFO : Epoch 1594 | loss: 0.0311973 | val_loss: 0.0312035 | Time: 1382.38 ms
[2021-01-17 22:24:49 main:574] : INFO : Epoch 1595 | loss: 0.0311965 | val_loss: 0.0312002 | Time: 1221.49 ms
[2021-01-17 22:24:51 main:574] : INFO : Epoch 1596 | loss: 0.0311962 | val_loss: 0.0312037 | Time: 1172.29 ms
[2021-01-17 22:24:52 main:574] : INFO : Epoch 1597 | loss: 0.0311979 | val_loss: 0.0312014 | Time: 1279.93 ms
[2021-01-17 22:24:53 main:574] : INFO : Epoch 1598 | loss: 0.0312003 | val_loss: 0.031203 | Time: 1330.44 ms
[2021-01-17 22:24:54 main:574] : INFO : Epoch 1599 | loss: 0.0311986 | val_loss: 0.0312028 | Time: 1154.36 ms
[2021-01-17 22:24:56 main:574] : INFO : Epoch 1600 | loss: 0.0311941 | val_loss: 0.0312072 | Time: 1164.28 ms
[2021-01-17 22:24:57 main:574] : INFO : Epoch 1601 | loss: 0.0311955 | val_loss: 0.0312021 | Time: 1441.82 ms
[2021-01-17 22:24:58 main:574] : INFO : Epoch 1602 | loss: 0.0311945 | val_loss: 0.0312015 | Time: 1149.41 ms
[2021-01-17 22:24:59 main:574] : INFO : Epoch 1603 | loss: 0.0311951 | val_loss: 0.0312058 | Time: 1171.53 ms
[2021-01-17 22:25:01 main:574] : INFO : Epoch 1604 | loss: 0.0311957 | val_loss: 0.0312025 | Time: 1445.79 ms
[2021-01-17 22:25:02 main:574] : INFO : Epoch 1605 | loss: 0.0311955 | val_loss: 0.0312037 | Time: 1155.43 ms
[2021-01-17 22:25:03 main:574] : INFO : Epoch 1606 | loss: 0.0311954 | val_loss: 0.0312023 | Time: 1165.85 ms
[2021-01-17 22:25:04 main:574] : INFO : Epoch 1607 | loss: 0.0311952 | val_loss: 0.0312 | Time: 1353.26 ms
[2021-01-17 22:25:06 main:574] : INFO : Epoch 1608 | loss: 0.0311956 | val_loss: 0.0312052 | Time: 1205.98 ms
[2021-01-17 22:25:07 main:574] : INFO : Epoch 1609 | loss: 0.0311961 | val_loss: 0.0312024 | Time: 1177.89 ms
[2021-01-17 22:25:08 main:574] : INFO : Epoch 1610 | loss: 0.0311992 | val_loss: 0.0312025 | Time: 1389.08 ms
[2021-01-17 22:25:10 main:574] : INFO : Epoch 1611 | loss: 0.0311963 | val_loss: 0.0312037 | Time: 1245.09 ms
[2021-01-17 22:25:11 main:574] : INFO : Epoch 1612 | loss: 0.0311943 | val_loss: 0.0312025 | Time: 1174.33 ms
[2021-01-17 22:25:12 main:574] : INFO : Epoch 1613 | loss: 0.0311941 | val_loss: 0.0312002 | Time: 1244.76 ms
[2021-01-17 22:25:13 main:574] : INFO : Epoch 1614 | loss: 0.0311965 | val_loss: 0.0312029 | Time: 1331.79 ms
[2021-01-17 22:25:15 main:574] : INFO : Epoch 1615 | loss: 0.0311958 | val_loss: 0.0312043 | Time: 1576.4 ms
[2021-01-17 22:25:16 main:574] : INFO : Epoch 1616 | loss: 0.0311944 | val_loss: 0.0312008 | Time: 1519.91 ms
[2021-01-17 22:25:18 main:574] : INFO : Epoch 1617 | loss: 0.031195 | val_loss: 0.0312031 | Time: 1255.12 ms
[2021-01-17 22:25:19 main:574] : INFO : Epoch 1618 | loss: 0.0311935 | val_loss: 0.0311999 | Time: 1154.34 ms
[2021-01-17 22:25:20 main:574] : INFO : Epoch 1619 | loss: 0.0311944 | val_loss: 0.0312005 | Time: 1243.9 ms
[2021-01-17 22:25:21 main:574] : INFO : Epoch 1620 | loss: 0.0311933 | val_loss: 0.0312019 | Time: 1318.98 ms
[2021-01-17 22:25:23 main:574] : INFO : Epoch 1621 | loss: 0.031194 | val_loss: 0.0312034 | Time: 1159.76 ms
[2021-01-17 22:25:24 main:574] : INFO : Epoch 1622 | loss: 0.0311935 | val_loss: 0.0312018 | Time: 1196.14 ms
[2021-01-17 22:25:25 main:574] : INFO : Epoch 1623 | loss: 0.0311957 | val_loss: 0.0312027 | Time: 1437.33 ms
[2021-01-17 22:25:26 main:574] : INFO : Epoch 1624 | loss: 0.0311962 | val_loss: 0.0312069 | Time: 1161.46 ms
[2021-01-17 22:25:27 main:574] : INFO : Epoch 1625 | loss: 0.0311945 | val_loss: 0.0311986 | Time: 1155.93 ms
[2021-01-17 22:25:29 main:574] : INFO : Epoch 1626 | loss: 0.0311931 | val_loss: 0.0312002 | Time: 1514.42 ms
[2021-01-17 22:25:30 main:574] : INFO : Epoch 1627 | loss: 0.0311933 | val_loss: 0.0312001 | Time: 1154.75 ms
[2021-01-17 22:25:31 main:574] : INFO : Epoch 1628 | loss: 0.031193 | val_loss: 0.0312008 | Time: 1162.77 ms
[2021-01-17 22:25:33 main:574] : INFO : Epoch 1629 | loss: 0.0311931 | val_loss: 0.0312004 | Time: 1471.27 ms
[2021-01-17 22:25:34 main:574] : INFO : Epoch 1630 | loss: 0.0311947 | val_loss: 0.0312013 | Time: 1168.49 ms
[2021-01-17 22:25:35 main:574] : INFO : Epoch 1631 | loss: 0.0311949 | val_loss: 0.0312012 | Time: 1144.65 ms
[2021-01-17 22:25:37 main:574] : INFO : Epoch 1632 | loss: 0.031195 | val_loss: 0.0312022 | Time: 1420.23 ms
[2021-01-17 22:25:38 main:574] : INFO : Epoch 1633 | loss: 0.0311944 | val_loss: 0.0312024 | Time: 1187.32 ms
[2021-01-17 22:25:39 main:574] : INFO : Epoch 1634 | loss: 0.031195 | val_loss: 0.0312018 | Time: 1171.8 ms
[2021-01-17 22:25:40 main:574] : INFO : Epoch 1635 | loss: 0.031195 | val_loss: 0.031201 | Time: 1347.57 ms
[2021-01-17 22:25:42 main:574] : INFO : Epoch 1636 | loss: 0.0311993 | val_loss: 0.0312008 | Time: 1285.48 ms
[2021-01-17 22:25:43 main:574] : INFO : Epoch 1637 | loss: 0.0311941 | val_loss: 0.0312032 | Time: 1162.92 ms
[2021-01-17 22:25:44 main:574] : INFO : Epoch 1638 | loss: 0.0311981 | val_loss: 0.031201 | Time: 1193.42 ms
[2021-01-17 22:25:45 main:574] : INFO : Epoch 1639 | loss: 0.0311934 | val_loss: 0.0312077 | Time: 1402.52 ms
[2021-01-17 22:25:46 main:574] : INFO : Epoch 1640 | loss: 0.0311963 | val_loss: 0.0312031 | Time: 1162.75 ms
[2021-01-17 22:25:48 main:574] : INFO : Epoch 1641 | loss: 0.0311931 | val_loss: 0.0312002 | Time: 1164.37 ms
[2021-01-17 22:25:49 main:574] : INFO : Epoch 1642 | loss: 0.0311922 | val_loss: 0.0312029 | Time: 1494.56 ms
[2021-01-17 22:25:50 main:574] : INFO : Epoch 1643 | loss: 0.0311922 | val_loss: 0.0312024 | Time: 1159.52 ms
[2021-01-17 22:25:51 main:574] : INFO : Epoch 1644 | loss: 0.0311932 | val_loss: 0.0312019 | Time: 1162.65 ms
[2021-01-17 22:25:53 main:574] : INFO : Epoch 1645 | loss: 0.0311926 | val_loss: 0.0312025 | Time: 1478.33 ms
[2021-01-17 22:25:54 main:574] : INFO : Epoch 1646 | loss: 0.0311915 | val_loss: 0.0312042 | Time: 1161.63 ms
[2021-01-17 22:25:55 main:574] : INFO : Epoch 1647 | loss: 0.0311924 | val_loss: 0.0312026 | Time: 1171.76 ms
[2021-01-17 22:25:57 main:574] : INFO : Epoch 1648 | loss: 0.0311921 | val_loss: 0.0312027 | Time: 1507.21 ms
[2021-01-17 22:25:58 main:574] : INFO : Epoch 1649 | loss: 0.0311942 | val_loss: 0.031203 | Time: 1153.3 ms
[2021-01-17 22:25:59 main:574] : INFO : Epoch 1650 | loss: 0.0311927 | val_loss: 0.0312013 | Time: 1152.06 ms
[2021-01-17 22:26:01 main:574] : INFO : Epoch 1651 | loss: 0.0311924 | val_loss: 0.0312058 | Time: 1379.65 ms
[2021-01-17 22:26:02 main:574] : INFO : Epoch 1652 | loss: 0.0311949 | val_loss: 0.0312089 | Time: 1249.88 ms
[2021-01-17 22:26:03 main:574] : INFO : Epoch 1653 | loss: 0.0311951 | val_loss: 0.0312092 | Time: 1172.48 ms
[2021-01-17 22:26:04 main:574] : INFO : Epoch 1654 | loss: 0.0311953 | val_loss: 0.0312024 | Time: 1327.94 ms
[2021-01-17 22:26:06 main:574] : INFO : Epoch 1655 | loss: 0.0311925 | val_loss: 0.031203 | Time: 1305.97 ms
[2021-01-17 22:26:07 main:574] : INFO : Epoch 1656 | loss: 0.0311908 | val_loss: 0.0312008 | Time: 1154.35 ms
[2021-01-17 22:26:08 main:574] : INFO : Epoch 1657 | loss: 0.0311916 | val_loss: 0.0312023 | Time: 1244.86 ms
[2021-01-17 22:26:09 main:574] : INFO : Epoch 1658 | loss: 0.031192 | val_loss: 0.0312051 | Time: 1375.12 ms
[2021-01-17 22:26:11 main:574] : INFO : Epoch 1659 | loss: 0.0311951 | val_loss: 0.0312119 | Time: 1162.18 ms
[2021-01-17 22:26:12 main:574] : INFO : Epoch 1660 | loss: 0.0311973 | val_loss: 0.0312026 | Time: 1162.95 ms
[2021-01-17 22:26:13 main:574] : INFO : Epoch 1661 | loss: 0.0311933 | val_loss: 0.0312021 | Time: 1437.01 ms
[2021-01-17 22:26:14 main:574] : INFO : Epoch 1662 | loss: 0.0311927 | val_loss: 0.0312008 | Time: 1329.4 ms
[2021-01-17 22:26:16 main:574] : INFO : Epoch 1663 | loss: 0.0311962 | val_loss: 0.0312053 | Time: 1585.68 ms
[2021-01-17 22:26:17 main:574] : INFO : Epoch 1664 | loss: 0.0311942 | val_loss: 0.0312012 | Time: 1375.21 ms
[2021-01-17 22:26:19 main:574] : INFO : Epoch 1665 | loss: 0.031193 | val_loss: 0.0312002 | Time: 1148.31 ms
[2021-01-17 22:26:20 main:574] : INFO : Epoch 1666 | loss: 0.0311939 | val_loss: 0.0312025 | Time: 1158.01 ms
[2021-01-17 22:26:21 main:574] : INFO : Epoch 1667 | loss: 0.0311932 | val_loss: 0.0311999 | Time: 1413.01 ms
[2021-01-17 22:26:22 main:574] : INFO : Epoch 1668 | loss: 0.0311946 | val_loss: 0.0311984 | Time: 1233.39 ms
[2021-01-17 22:26:24 main:574] : INFO : Epoch 1669 | loss: 0.0311956 | val_loss: 0.0312017 | Time: 1164.94 ms
[2021-01-17 22:26:25 main:574] : INFO : Epoch 1670 | loss: 0.031195 | val_loss: 0.0312006 | Time: 1464.65 ms
[2021-01-17 22:26:26 main:574] : INFO : Epoch 1671 | loss: 0.0311936 | val_loss: 0.0312 | Time: 1158.86 ms
[2021-01-17 22:26:27 main:574] : INFO : Epoch 1672 | loss: 0.0311926 | val_loss: 0.0311982 | Time: 1166.18 ms
[2021-01-17 22:26:29 main:574] : INFO : Epoch 1673 | loss: 0.0311939 | val_loss: 0.031204 | Time: 1438.26 ms
[2021-01-17 22:26:30 main:574] : INFO : Epoch 1674 | loss: 0.0311974 | val_loss: 0.0311993 | Time: 1202.5 ms
[2021-01-17 22:26:31 main:574] : INFO : Epoch 1675 | loss: 0.0311924 | val_loss: 0.0311984 | Time: 1162.34 ms
[2021-01-17 22:26:33 main:574] : INFO : Epoch 1676 | loss: 0.0311924 | val_loss: 0.0311985 | Time: 1328.45 ms
[2021-01-17 22:26:34 main:574] : INFO : Epoch 1677 | loss: 0.0311937 | val_loss: 0.0312007 | Time: 1287.31 ms
[2021-01-17 22:26:35 main:574] : INFO : Epoch 1678 | loss: 0.0311937 | val_loss: 0.0312022 | Time: 1167.58 ms
[2021-01-17 22:26:36 main:574] : INFO : Epoch 1679 | loss: 0.0311946 | val_loss: 0.0312024 | Time: 1250.18 ms
[2021-01-17 22:26:38 main:574] : INFO : Epoch 1680 | loss: 0.0311943 | val_loss: 0.0311981 | Time: 1367.67 ms
[2021-01-17 22:26:39 main:574] : INFO : Epoch 1681 | loss: 0.0311919 | val_loss: 0.0312014 | Time: 1159.57 ms
[2021-01-17 22:26:40 main:574] : INFO : Epoch 1682 | loss: 0.0311932 | val_loss: 0.0312008 | Time: 1150.47 ms
[2021-01-17 22:26:41 main:574] : INFO : Epoch 1683 | loss: 0.0311932 | val_loss: 0.0311996 | Time: 1414.65 ms
[2021-01-17 22:26:43 main:574] : INFO : Epoch 1684 | loss: 0.0311933 | val_loss: 0.0312025 | Time: 1154.29 ms
[2021-01-17 22:26:44 main:574] : INFO : Epoch 1685 | loss: 0.0311936 | val_loss: 0.0311999 | Time: 1156.55 ms
[2021-01-17 22:26:45 main:574] : INFO : Epoch 1686 | loss: 0.0311922 | val_loss: 0.0311999 | Time: 1481.22 ms
[2021-01-17 22:26:46 main:574] : INFO : Epoch 1687 | loss: 0.0311932 | val_loss: 0.0311972 | Time: 1160.54 ms
[2021-01-17 22:26:48 main:574] : INFO : Epoch 1688 | loss: 0.0311915 | val_loss: 0.0311989 | Time: 1164.05 ms
[2021-01-17 22:26:49 main:574] : INFO : Epoch 1689 | loss: 0.0311923 | val_loss: 0.0312059 | Time: 1442.67 ms
[2021-01-17 22:26:50 main:574] : INFO : Epoch 1690 | loss: 0.0311988 | val_loss: 0.0312015 | Time: 1167.45 ms
[2021-01-17 22:26:51 main:574] : INFO : Epoch 1691 | loss: 0.0311947 | val_loss: 0.0311982 | Time: 1171.77 ms
[2021-01-17 22:26:53 main:574] : INFO : Epoch 1692 | loss: 0.0311931 | val_loss: 0.0311985 | Time: 1351.49 ms
[2021-01-17 22:26:54 main:574] : INFO : Epoch 1693 | loss: 0.031194 | val_loss: 0.0311981 | Time: 1264.89 ms
[2021-01-17 22:26:55 main:574] : INFO : Epoch 1694 | loss: 0.0311932 | val_loss: 0.0311974 | Time: 1166.34 ms
[2021-01-17 22:26:56 main:574] : INFO : Epoch 1695 | loss: 0.0311911 | val_loss: 0.0311971 | Time: 1225.84 ms
[2021-01-17 22:26:58 main:574] : INFO : Epoch 1696 | loss: 0.0311922 | val_loss: 0.0311975 | Time: 1369.48 ms
[2021-01-17 22:26:59 main:574] : INFO : Epoch 1697 | loss: 0.0311935 | val_loss: 0.0311994 | Time: 1177.62 ms
[2021-01-17 22:27:00 main:574] : INFO : Epoch 1698 | loss: 0.0311971 | val_loss: 0.0311969 | Time: 1173.79 ms
[2021-01-17 22:27:02 main:574] : INFO : Epoch 1699 | loss: 0.0311942 | val_loss: 0.0311973 | Time: 1469.74 ms
[2021-01-17 22:27:03 main:574] : INFO : Epoch 1700 | loss: 0.0311922 | val_loss: 0.0311971 | Time: 1171.26 ms
[2021-01-17 22:27:04 main:574] : INFO : Epoch 1701 | loss: 0.0311916 | val_loss: 0.0311974 | Time: 1156.77 ms
[2021-01-17 22:27:05 main:574] : INFO : Epoch 1702 | loss: 0.0311918 | val_loss: 0.0312001 | Time: 1447.86 ms
[2021-01-17 22:27:06 main:574] : INFO : Epoch 1703 | loss: 0.0311937 | val_loss: 0.0312006 | Time: 1150.39 ms
[2021-01-17 22:27:08 main:574] : INFO : Epoch 1704 | loss: 0.0311915 | val_loss: 0.031197 | Time: 1165.8 ms
[2021-01-17 22:27:09 main:574] : INFO : Epoch 1705 | loss: 0.0311933 | val_loss: 0.0312014 | Time: 1481.66 ms
[2021-01-17 22:27:10 main:574] : INFO : Epoch 1706 | loss: 0.0311938 | val_loss: 0.0311998 | Time: 1138.66 ms
[2021-01-17 22:27:11 main:574] : INFO : Epoch 1707 | loss: 0.031192 | val_loss: 0.0311987 | Time: 1159.74 ms
[2021-01-17 22:27:13 main:574] : INFO : Epoch 1708 | loss: 0.0311908 | val_loss: 0.0311973 | Time: 1323.17 ms
[2021-01-17 22:27:14 main:574] : INFO : Epoch 1709 | loss: 0.0311916 | val_loss: 0.0312011 | Time: 1241.74 ms
[2021-01-17 22:27:15 main:574] : INFO : Epoch 1710 | loss: 0.0311924 | val_loss: 0.0311998 | Time: 1390.09 ms
[2021-01-17 22:27:17 main:574] : INFO : Epoch 1711 | loss: 0.0311907 | val_loss: 0.0311974 | Time: 1591.97 ms
[2021-01-17 22:27:18 main:574] : INFO : Epoch 1712 | loss: 0.0311919 | val_loss: 0.0311991 | Time: 1189.49 ms
[2021-01-17 22:27:19 main:574] : INFO : Epoch 1713 | loss: 0.0311939 | val_loss: 0.0311978 | Time: 1160.74 ms
[2021-01-17 22:27:21 main:574] : INFO : Epoch 1714 | loss: 0.0311916 | val_loss: 0.0311998 | Time: 1300.82 ms
[2021-01-17 22:27:22 main:574] : INFO : Epoch 1715 | loss: 0.0311927 | val_loss: 0.0311984 | Time: 1314.06 ms
[2021-01-17 22:27:23 main:574] : INFO : Epoch 1716 | loss: 0.0311919 | val_loss: 0.0311965 | Time: 1153.89 ms
[2021-01-17 22:27:24 main:574] : INFO : Epoch 1717 | loss: 0.0311914 | val_loss: 0.0312005 | Time: 1233.95 ms
[2021-01-17 22:27:26 main:574] : INFO : Epoch 1718 | loss: 0.0311918 | val_loss: 0.0312003 | Time: 1383.52 ms
[2021-01-17 22:27:27 main:574] : INFO : Epoch 1719 | loss: 0.0311909 | val_loss: 0.0311979 | Time: 1154.51 ms
[2021-01-17 22:27:28 main:574] : INFO : Epoch 1720 | loss: 0.0311922 | val_loss: 0.0311981 | Time: 1158.3 ms
[2021-01-17 22:27:30 main:574] : INFO : Epoch 1721 | loss: 0.0311921 | val_loss: 0.0311985 | Time: 1429.6 ms
[2021-01-17 22:27:31 main:574] : INFO : Epoch 1722 | loss: 0.0311911 | val_loss: 0.0311975 | Time: 1151.87 ms
[2021-01-17 22:27:32 main:574] : INFO : Epoch 1723 | loss: 0.03119 | val_loss: 0.0311989 | Time: 1163.62 ms
[2021-01-17 22:27:33 main:574] : INFO : Epoch 1724 | loss: 0.0311905 | val_loss: 0.031202 | Time: 1461.24 ms
[2021-01-17 22:27:34 main:574] : INFO : Epoch 1725 | loss: 0.0311912 | val_loss: 0.0311975 | Time: 1156.24 ms
[2021-01-17 22:27:36 main:574] : INFO : Epoch 1726 | loss: 0.0311902 | val_loss: 0.0311986 | Time: 1160.26 ms
[2021-01-17 22:27:37 main:574] : INFO : Epoch 1727 | loss: 0.0311895 | val_loss: 0.0311991 | Time: 1354.45 ms
[2021-01-17 22:27:38 main:574] : INFO : Epoch 1728 | loss: 0.0311892 | val_loss: 0.031199 | Time: 1215.36 ms
[2021-01-17 22:27:39 main:574] : INFO : Epoch 1729 | loss: 0.0311897 | val_loss: 0.031198 | Time: 1164.57 ms
[2021-01-17 22:27:41 main:574] : INFO : Epoch 1730 | loss: 0.0311896 | val_loss: 0.0311998 | Time: 1295.96 ms
[2021-01-17 22:27:42 main:574] : INFO : Epoch 1731 | loss: 0.031193 | val_loss: 0.0311987 | Time: 1281.1 ms
[2021-01-17 22:27:43 main:574] : INFO : Epoch 1732 | loss: 0.0311924 | val_loss: 0.0311967 | Time: 1165.2 ms
[2021-01-17 22:27:44 main:574] : INFO : Epoch 1733 | loss: 0.03119 | val_loss: 0.0311979 | Time: 1175.14 ms
[2021-01-17 22:27:46 main:574] : INFO : Epoch 1734 | loss: 0.0311918 | val_loss: 0.0312031 | Time: 1435.16 ms
[2021-01-17 22:27:47 main:574] : INFO : Epoch 1735 | loss: 0.0311923 | val_loss: 0.0311992 | Time: 1154.98 ms
[2021-01-17 22:27:48 main:574] : INFO : Epoch 1736 | loss: 0.0311888 | val_loss: 0.0311983 | Time: 1161.8 ms
[2021-01-17 22:27:50 main:574] : INFO : Epoch 1737 | loss: 0.0311904 | val_loss: 0.0311984 | Time: 1465.97 ms
[2021-01-17 22:27:51 main:574] : INFO : Epoch 1738 | loss: 0.031191 | val_loss: 0.0311996 | Time: 1146.29 ms
[2021-01-17 22:27:52 main:574] : INFO : Epoch 1739 | loss: 0.0311896 | val_loss: 0.0311977 | Time: 1157.74 ms
[2021-01-17 22:27:53 main:574] : INFO : Epoch 1740 | loss: 0.0311896 | val_loss: 0.0311995 | Time: 1422.78 ms
[2021-01-17 22:27:54 main:574] : INFO : Epoch 1741 | loss: 0.031189 | val_loss: 0.0312003 | Time: 1159.59 ms
[2021-01-17 22:27:56 main:574] : INFO : Epoch 1742 | loss: 0.0311894 | val_loss: 0.0311987 | Time: 1157.2 ms
[2021-01-17 22:27:57 main:574] : INFO : Epoch 1743 | loss: 0.0311897 | val_loss: 0.0311976 | Time: 1328.54 ms
[2021-01-17 22:27:58 main:574] : INFO : Epoch 1744 | loss: 0.0311892 | val_loss: 0.0311974 | Time: 1255.32 ms
[2021-01-17 22:27:59 main:574] : INFO : Epoch 1745 | loss: 0.0311897 | val_loss: 0.0311989 | Time: 1161.75 ms
[2021-01-17 22:28:01 main:574] : INFO : Epoch 1746 | loss: 0.0311904 | val_loss: 0.0311986 | Time: 1276.64 ms
[2021-01-17 22:28:02 main:574] : INFO : Epoch 1747 | loss: 0.031189 | val_loss: 0.0311976 | Time: 1361.04 ms
[2021-01-17 22:28:03 main:574] : INFO : Epoch 1748 | loss: 0.0311899 | val_loss: 0.0312021 | Time: 1171.66 ms
[2021-01-17 22:28:04 main:574] : INFO : Epoch 1749 | loss: 0.0311993 | val_loss: 0.0312009 | Time: 1162.42 ms
[2021-01-17 22:28:06 main:574] : INFO : Epoch 1750 | loss: 0.0311956 | val_loss: 0.0312043 | Time: 1461.21 ms
[2021-01-17 22:28:07 main:574] : INFO : Epoch 1751 | loss: 0.0311903 | val_loss: 0.0311955 | Time: 1147.25 ms
[2021-01-17 22:28:08 main:574] : INFO : Epoch 1752 | loss: 0.0311908 | val_loss: 0.0311996 | Time: 1169.14 ms
[2021-01-17 22:28:10 main:574] : INFO : Epoch 1753 | loss: 0.0311906 | val_loss: 0.0311972 | Time: 1484.52 ms
[2021-01-17 22:28:11 main:574] : INFO : Epoch 1754 | loss: 0.0311897 | val_loss: 0.0311965 | Time: 1158.59 ms
[2021-01-17 22:28:12 main:574] : INFO : Epoch 1755 | loss: 0.0311907 | val_loss: 0.0311997 | Time: 1159.12 ms
[2021-01-17 22:28:13 main:574] : INFO : Epoch 1756 | loss: 0.0311918 | val_loss: 0.0311973 | Time: 1379.81 ms
[2021-01-17 22:28:15 main:574] : INFO : Epoch 1757 | loss: 0.0311897 | val_loss: 0.0312 | Time: 1183.28 ms
[2021-01-17 22:28:16 main:574] : INFO : Epoch 1758 | loss: 0.0311889 | val_loss: 0.031196 | Time: 1311.51 ms
[2021-01-17 22:28:17 main:574] : INFO : Epoch 1759 | loss: 0.0311883 | val_loss: 0.0311985 | Time: 1579.68 ms
[2021-01-17 22:28:19 main:574] : INFO : Epoch 1760 | loss: 0.0311897 | val_loss: 0.0311976 | Time: 1165.23 ms
[2021-01-17 22:28:20 main:574] : INFO : Epoch 1761 | loss: 0.0311903 | val_loss: 0.0311969 | Time: 1168.66 ms
[2021-01-17 22:28:21 main:574] : INFO : Epoch 1762 | loss: 0.0311886 | val_loss: 0.0311976 | Time: 1387.18 ms
[2021-01-17 22:28:22 main:574] : INFO : Epoch 1763 | loss: 0.0311924 | val_loss: 0.0312027 | Time: 1236.13 ms
[2021-01-17 22:28:24 main:574] : INFO : Epoch 1764 | loss: 0.031193 | val_loss: 0.0312032 | Time: 1164.21 ms
[2021-01-17 22:28:25 main:574] : INFO : Epoch 1765 | loss: 0.0311938 | val_loss: 0.0311997 | Time: 1253.4 ms
[2021-01-17 22:28:26 main:574] : INFO : Epoch 1766 | loss: 0.03119 | val_loss: 0.031197 | Time: 1323.25 ms
[2021-01-17 22:28:27 main:574] : INFO : Epoch 1767 | loss: 0.0311883 | val_loss: 0.0312001 | Time: 1156.72 ms
[2021-01-17 22:28:29 main:574] : INFO : Epoch 1768 | loss: 0.0311891 | val_loss: 0.0311995 | Time: 1190.36 ms
[2021-01-17 22:28:30 main:574] : INFO : Epoch 1769 | loss: 0.0311913 | val_loss: 0.0311974 | Time: 1446.12 ms
[2021-01-17 22:28:31 main:574] : INFO : Epoch 1770 | loss: 0.0311923 | val_loss: 0.031201 | Time: 1167.91 ms
[2021-01-17 22:28:32 main:574] : INFO : Epoch 1771 | loss: 0.0311925 | val_loss: 0.0311994 | Time: 1166.58 ms
[2021-01-17 22:28:34 main:574] : INFO : Epoch 1772 | loss: 0.0311907 | val_loss: 0.0312026 | Time: 1507.28 ms
[2021-01-17 22:28:35 main:574] : INFO : Epoch 1773 | loss: 0.0311912 | val_loss: 0.0311981 | Time: 1159.11 ms
[2021-01-17 22:28:36 main:574] : INFO : Epoch 1774 | loss: 0.0311914 | val_loss: 0.0312002 | Time: 1160.47 ms
[2021-01-17 22:28:38 main:574] : INFO : Epoch 1775 | loss: 0.0311914 | val_loss: 0.0311976 | Time: 1469.19 ms
[2021-01-17 22:28:39 main:574] : INFO : Epoch 1776 | loss: 0.0311902 | val_loss: 0.0311982 | Time: 1171.86 ms
[2021-01-17 22:28:40 main:574] : INFO : Epoch 1777 | loss: 0.0311922 | val_loss: 0.0311994 | Time: 1175.13 ms
[2021-01-17 22:28:41 main:574] : INFO : Epoch 1778 | loss: 0.0311913 | val_loss: 0.0311973 | Time: 1471.2 ms
[2021-01-17 22:28:43 main:574] : INFO : Epoch 1779 | loss: 0.0311907 | val_loss: 0.0311995 | Time: 1167.98 ms
[2021-01-17 22:28:44 main:574] : INFO : Epoch 1780 | loss: 0.0311895 | val_loss: 0.0311977 | Time: 1159.62 ms
[2021-01-17 22:28:45 main:574] : INFO : Epoch 1781 | loss: 0.0311908 | val_loss: 0.0312037 | Time: 1325.38 ms
[2021-01-17 22:28:46 main:574] : INFO : Epoch 1782 | loss: 0.0311926 | val_loss: 0.031197 | Time: 1295.38 ms
[2021-01-17 22:28:48 main:574] : INFO : Epoch 1783 | loss: 0.0311915 | val_loss: 0.0311982 | Time: 1168.43 ms
[2021-01-17 22:28:49 main:574] : INFO : Epoch 1784 | loss: 0.0311896 | val_loss: 0.0311987 | Time: 1237.84 ms
[2021-01-17 22:28:50 main:574] : INFO : Epoch 1785 | loss: 0.0311899 | val_loss: 0.0311997 | Time: 1368.33 ms
[2021-01-17 22:28:51 main:574] : INFO : Epoch 1786 | loss: 0.0311895 | val_loss: 0.0311975 | Time: 1158.05 ms
[2021-01-17 22:28:53 main:574] : INFO : Epoch 1787 | loss: 0.0311892 | val_loss: 0.0311979 | Time: 1145.91 ms
[2021-01-17 22:28:54 main:574] : INFO : Epoch 1788 | loss: 0.0311898 | val_loss: 0.0311976 | Time: 1426.74 ms
[2021-01-17 22:28:55 main:574] : INFO : Epoch 1789 | loss: 0.0311891 | val_loss: 0.0311968 | Time: 1143.77 ms
[2021-01-17 22:28:56 main:574] : INFO : Epoch 1790 | loss: 0.0311907 | val_loss: 0.0312078 | Time: 1162.54 ms
[2021-01-17 22:28:58 main:574] : INFO : Epoch 1791 | loss: 0.0311914 | val_loss: 0.0311967 | Time: 1445.15 ms
[2021-01-17 22:28:59 main:574] : INFO : Epoch 1792 | loss: 0.0311892 | val_loss: 0.0311974 | Time: 1167.44 ms
[2021-01-17 22:29:00 main:574] : INFO : Epoch 1793 | loss: 0.0311901 | val_loss: 0.0311977 | Time: 1161.65 ms
[2021-01-17 22:29:02 main:574] : INFO : Epoch 1794 | loss: 0.0311898 | val_loss: 0.0311974 | Time: 1443.16 ms
[2021-01-17 22:29:03 main:574] : INFO : Epoch 1795 | loss: 0.0311885 | val_loss: 0.0311951 | Time: 1193.05 ms
[2021-01-17 22:29:04 main:574] : INFO : Epoch 1796 | loss: 0.0311891 | val_loss: 0.031197 | Time: 1159.86 ms
[2021-01-17 22:29:05 main:574] : INFO : Epoch 1797 | loss: 0.0311916 | val_loss: 0.0312005 | Time: 1332.81 ms
[2021-01-17 22:29:07 main:574] : INFO : Epoch 1798 | loss: 0.0311894 | val_loss: 0.0311961 | Time: 1292.72 ms
[2021-01-17 22:29:08 main:574] : INFO : Epoch 1799 | loss: 0.0311886 | val_loss: 0.0312051 | Time: 1161.7 ms
[2021-01-17 22:29:09 main:574] : INFO : Epoch 1800 | loss: 0.0311932 | val_loss: 0.0311977 | Time: 1243.48 ms
[2021-01-17 22:29:10 main:574] : INFO : Epoch 1801 | loss: 0.0311906 | val_loss: 0.0311975 | Time: 1365.75 ms
[2021-01-17 22:29:11 main:574] : INFO : Epoch 1802 | loss: 0.0311898 | val_loss: 0.0311984 | Time: 1154.35 ms
[2021-01-17 22:29:13 main:574] : INFO : Epoch 1803 | loss: 0.0311887 | val_loss: 0.0311999 | Time: 1176.91 ms
[2021-01-17 22:29:14 main:574] : INFO : Epoch 1804 | loss: 0.0311893 | val_loss: 0.0311975 | Time: 1422.45 ms
[2021-01-17 22:29:15 main:574] : INFO : Epoch 1805 | loss: 0.031191 | val_loss: 0.0311999 | Time: 1143.96 ms
[2021-01-17 22:29:17 main:574] : INFO : Epoch 1806 | loss: 0.0311905 | val_loss: 0.0311971 | Time: 1368.95 ms
[2021-01-17 22:29:18 main:574] : INFO : Epoch 1807 | loss: 0.031188 | val_loss: 0.0311979 | Time: 1449.34 ms
[2021-01-17 22:29:19 main:574] : INFO : Epoch 1808 | loss: 0.0311874 | val_loss: 0.0311952 | Time: 1151.73 ms
[2021-01-17 22:29:20 main:574] : INFO : Epoch 1809 | loss: 0.031187 | val_loss: 0.0311953 | Time: 1157.21 ms
[2021-01-17 22:29:22 main:574] : INFO : Epoch 1810 | loss: 0.0311878 | val_loss: 0.0311983 | Time: 1427.2 ms
[2021-01-17 22:29:23 main:574] : INFO : Epoch 1811 | loss: 0.0311891 | val_loss: 0.0311975 | Time: 1177.78 ms
[2021-01-17 22:29:24 main:574] : INFO : Epoch 1812 | loss: 0.0311881 | val_loss: 0.0311988 | Time: 1157.34 ms
[2021-01-17 22:29:26 main:574] : INFO : Epoch 1813 | loss: 0.0311884 | val_loss: 0.0311966 | Time: 1431.7 ms
[2021-01-17 22:29:27 main:574] : INFO : Epoch 1814 | loss: 0.0311882 | val_loss: 0.0311957 | Time: 1207.27 ms
[2021-01-17 22:29:28 main:574] : INFO : Epoch 1815 | loss: 0.0311887 | val_loss: 0.031196 | Time: 1160.81 ms
[2021-01-17 22:29:29 main:574] : INFO : Epoch 1816 | loss: 0.0311882 | val_loss: 0.0311954 | Time: 1393.25 ms
[2021-01-17 22:29:31 main:574] : INFO : Epoch 1817 | loss: 0.0311916 | val_loss: 0.0311981 | Time: 1267.75 ms
[2021-01-17 22:29:32 main:574] : INFO : Epoch 1818 | loss: 0.0311909 | val_loss: 0.0311965 | Time: 1157.12 ms
[2021-01-17 22:29:33 main:574] : INFO : Epoch 1819 | loss: 0.0311902 | val_loss: 0.0311986 | Time: 1234.44 ms
[2021-01-17 22:29:34 main:574] : INFO : Epoch 1820 | loss: 0.0311895 | val_loss: 0.0311974 | Time: 1354.9 ms
[2021-01-17 22:29:36 main:574] : INFO : Epoch 1821 | loss: 0.0311888 | val_loss: 0.0311966 | Time: 1169.4 ms
[2021-01-17 22:29:37 main:574] : INFO : Epoch 1822 | loss: 0.0311879 | val_loss: 0.0311971 | Time: 1168.65 ms
[2021-01-17 22:29:38 main:574] : INFO : Epoch 1823 | loss: 0.031188 | val_loss: 0.0311968 | Time: 1488.29 ms
[2021-01-17 22:29:39 main:574] : INFO : Epoch 1824 | loss: 0.0311891 | val_loss: 0.0311986 | Time: 1162.37 ms
[2021-01-17 22:29:41 main:574] : INFO : Epoch 1825 | loss: 0.0311881 | val_loss: 0.0311961 | Time: 1166.76 ms
[2021-01-17 22:29:42 main:574] : INFO : Epoch 1826 | loss: 0.0311875 | val_loss: 0.0311967 | Time: 1478.29 ms
[2021-01-17 22:29:43 main:574] : INFO : Epoch 1827 | loss: 0.0311891 | val_loss: 0.0312108 | Time: 1160.97 ms
[2021-01-17 22:29:44 main:574] : INFO : Epoch 1828 | loss: 0.0311916 | val_loss: 0.0311973 | Time: 1162.09 ms
[2021-01-17 22:29:46 main:574] : INFO : Epoch 1829 | loss: 0.0311875 | val_loss: 0.031198 | Time: 1457.41 ms
[2021-01-17 22:29:47 main:574] : INFO : Epoch 1830 | loss: 0.0311887 | val_loss: 0.0311982 | Time: 1167.56 ms
[2021-01-17 22:29:48 main:574] : INFO : Epoch 1831 | loss: 0.0311884 | val_loss: 0.0311951 | Time: 1164.03 ms
[2021-01-17 22:29:50 main:574] : INFO : Epoch 1832 | loss: 0.0311878 | val_loss: 0.0311978 | Time: 1321.71 ms
[2021-01-17 22:29:51 main:574] : INFO : Epoch 1833 | loss: 0.0311902 | val_loss: 0.0311967 | Time: 1253.9 ms
[2021-01-17 22:29:52 main:574] : INFO : Epoch 1834 | loss: 0.0311871 | val_loss: 0.031198 | Time: 1157.28 ms
[2021-01-17 22:29:53 main:574] : INFO : Epoch 1835 | loss: 0.0311872 | val_loss: 0.0311954 | Time: 1279.5 ms
[2021-01-17 22:29:55 main:574] : INFO : Epoch 1836 | loss: 0.0311878 | val_loss: 0.0311964 | Time: 1362.01 ms
[2021-01-17 22:29:56 main:574] : INFO : Epoch 1837 | loss: 0.0311874 | val_loss: 0.0311962 | Time: 1148.3 ms
[2021-01-17 22:29:57 main:574] : INFO : Epoch 1838 | loss: 0.0311869 | val_loss: 0.0311959 | Time: 1176.03 ms
[2021-01-17 22:29:58 main:574] : INFO : Epoch 1839 | loss: 0.0311866 | val_loss: 0.0311967 | Time: 1440.13 ms
[2021-01-17 22:30:00 main:574] : INFO : Epoch 1840 | loss: 0.0311862 | val_loss: 0.0311974 | Time: 1155.62 ms
[2021-01-17 22:30:01 main:574] : INFO : Epoch 1841 | loss: 0.031187 | val_loss: 0.0311962 | Time: 1155.65 ms
[2021-01-17 22:30:02 main:574] : INFO : Epoch 1842 | loss: 0.0311981 | val_loss: 0.0312006 | Time: 1492.84 ms
[2021-01-17 22:30:03 main:574] : INFO : Epoch 1843 | loss: 0.0311888 | val_loss: 0.0312015 | Time: 1163.05 ms
[2021-01-17 22:30:05 main:574] : INFO : Epoch 1844 | loss: 0.0311872 | val_loss: 0.0311963 | Time: 1163.72 ms
[2021-01-17 22:30:06 main:574] : INFO : Epoch 1845 | loss: 0.0311872 | val_loss: 0.0311997 | Time: 1435.72 ms
[2021-01-17 22:30:07 main:574] : INFO : Epoch 1846 | loss: 0.0311883 | val_loss: 0.0312028 | Time: 1152.12 ms
[2021-01-17 22:30:08 main:574] : INFO : Epoch 1847 | loss: 0.0311886 | val_loss: 0.0312013 | Time: 1157.78 ms
[2021-01-17 22:30:10 main:574] : INFO : Epoch 1848 | loss: 0.0311878 | val_loss: 0.0311972 | Time: 1375.27 ms
[2021-01-17 22:30:11 main:574] : INFO : Epoch 1849 | loss: 0.0311866 | val_loss: 0.0311957 | Time: 1263.37 ms
[2021-01-17 22:30:12 main:574] : INFO : Epoch 1850 | loss: 0.0311862 | val_loss: 0.0311981 | Time: 1158.3 ms
[2021-01-17 22:30:13 main:574] : INFO : Epoch 1851 | loss: 0.0311868 | val_loss: 0.0311974 | Time: 1246.62 ms
[2021-01-17 22:30:15 main:574] : INFO : Epoch 1852 | loss: 0.0311863 | val_loss: 0.0311966 | Time: 1357.01 ms
[2021-01-17 22:30:16 main:574] : INFO : Epoch 1853 | loss: 0.0311874 | val_loss: 0.0311965 | Time: 1163.52 ms
[2021-01-17 22:30:17 main:574] : INFO : Epoch 1854 | loss: 0.031187 | val_loss: 0.0311975 | Time: 1319.67 ms
[2021-01-17 22:30:19 main:574] : INFO : Epoch 1855 | loss: 0.0311861 | val_loss: 0.0311983 | Time: 1362.44 ms
[2021-01-17 22:30:20 main:574] : INFO : Epoch 1856 | loss: 0.031187 | val_loss: 0.0312012 | Time: 1154.49 ms
[2021-01-17 22:30:21 main:574] : INFO : Epoch 1857 | loss: 0.0311893 | val_loss: 0.0311976 | Time: 1168.3 ms
[2021-01-17 22:30:22 main:574] : INFO : Epoch 1858 | loss: 0.0311899 | val_loss: 0.0311974 | Time: 1483.27 ms
[2021-01-17 22:30:24 main:574] : INFO : Epoch 1859 | loss: 0.0311858 | val_loss: 0.0311995 | Time: 1141.78 ms
[2021-01-17 22:30:25 main:574] : INFO : Epoch 1860 | loss: 0.0311877 | val_loss: 0.031198 | Time: 1154.03 ms
[2021-01-17 22:30:26 main:574] : INFO : Epoch 1861 | loss: 0.0311899 | val_loss: 0.0311982 | Time: 1424.07 ms
[2021-01-17 22:30:27 main:574] : INFO : Epoch 1862 | loss: 0.0311873 | val_loss: 0.0311981 | Time: 1155.67 ms
[2021-01-17 22:30:28 main:574] : INFO : Epoch 1863 | loss: 0.0311872 | val_loss: 0.0311989 | Time: 1179.09 ms
[2021-01-17 22:30:30 main:574] : INFO : Epoch 1864 | loss: 0.0311866 | val_loss: 0.0311997 | Time: 1360.87 ms
[2021-01-17 22:30:31 main:574] : INFO : Epoch 1865 | loss: 0.0311885 | val_loss: 0.0312063 | Time: 1250.67 ms
[2021-01-17 22:30:32 main:574] : INFO : Epoch 1866 | loss: 0.0311891 | val_loss: 0.0311993 | Time: 1171.13 ms
[2021-01-17 22:30:34 main:574] : INFO : Epoch 1867 | loss: 0.0311882 | val_loss: 0.0312032 | Time: 1276.71 ms
[2021-01-17 22:30:35 main:574] : INFO : Epoch 1868 | loss: 0.0311871 | val_loss: 0.0311976 | Time: 1327.61 ms
[2021-01-17 22:30:36 main:574] : INFO : Epoch 1869 | loss: 0.0311864 | val_loss: 0.0311982 | Time: 1147.35 ms
[2021-01-17 22:30:37 main:574] : INFO : Epoch 1870 | loss: 0.0311901 | val_loss: 0.0312061 | Time: 1193.86 ms
[2021-01-17 22:30:39 main:574] : INFO : Epoch 1871 | loss: 0.0311886 | val_loss: 0.0311976 | Time: 1415.72 ms
[2021-01-17 22:30:40 main:574] : INFO : Epoch 1872 | loss: 0.0311887 | val_loss: 0.0312004 | Time: 1156.05 ms
[2021-01-17 22:30:41 main:574] : INFO : Epoch 1873 | loss: 0.031189 | val_loss: 0.0311973 | Time: 1164.16 ms
[2021-01-17 22:30:42 main:574] : INFO : Epoch 1874 | loss: 0.0311911 | val_loss: 0.0312014 | Time: 1426.24 ms
[2021-01-17 22:30:44 main:574] : INFO : Epoch 1875 | loss: 0.0311922 | val_loss: 0.0312008 | Time: 1157.75 ms
[2021-01-17 22:30:45 main:574] : INFO : Epoch 1876 | loss: 0.0311912 | val_loss: 0.0311968 | Time: 1160.67 ms
[2021-01-17 22:30:46 main:574] : INFO : Epoch 1877 | loss: 0.0311889 | val_loss: 0.0311999 | Time: 1436.7 ms
[2021-01-17 22:30:47 main:574] : INFO : Epoch 1878 | loss: 0.0311871 | val_loss: 0.0311972 | Time: 1164.58 ms
[2021-01-17 22:30:49 main:574] : INFO : Epoch 1879 | loss: 0.0311865 | val_loss: 0.0311964 | Time: 1167.4 ms
[2021-01-17 22:30:50 main:574] : INFO : Epoch 1880 | loss: 0.0311869 | val_loss: 0.0312031 | Time: 1323.08 ms
[2021-01-17 22:30:51 main:574] : INFO : Epoch 1881 | loss: 0.0311875 | val_loss: 0.0311962 | Time: 1256.83 ms
[2021-01-17 22:30:52 main:574] : INFO : Epoch 1882 | loss: 0.0311885 | val_loss: 0.0311992 | Time: 1169.32 ms
[2021-01-17 22:30:54 main:574] : INFO : Epoch 1883 | loss: 0.0311874 | val_loss: 0.0312002 | Time: 1238.02 ms
[2021-01-17 22:30:55 main:574] : INFO : Epoch 1884 | loss: 0.0311893 | val_loss: 0.031208 | Time: 1332.4 ms
[2021-01-17 22:30:56 main:574] : INFO : Epoch 1885 | loss: 0.0311893 | val_loss: 0.0312006 | Time: 1149.87 ms
[2021-01-17 22:30:57 main:574] : INFO : Epoch 1886 | loss: 0.031187 | val_loss: 0.031199 | Time: 1162.86 ms
[2021-01-17 22:30:59 main:574] : INFO : Epoch 1887 | loss: 0.0311876 | val_loss: 0.0311957 | Time: 1438.12 ms
[2021-01-17 22:31:00 main:574] : INFO : Epoch 1888 | loss: 0.0311876 | val_loss: 0.0311962 | Time: 1173.4 ms
[2021-01-17 22:31:01 main:574] : INFO : Epoch 1889 | loss: 0.0311867 | val_loss: 0.0311966 | Time: 1172.01 ms
[2021-01-17 22:31:03 main:574] : INFO : Epoch 1890 | loss: 0.031187 | val_loss: 0.0312002 | Time: 1513.11 ms
[2021-01-17 22:31:04 main:574] : INFO : Epoch 1891 | loss: 0.0311877 | val_loss: 0.0311961 | Time: 1169.45 ms
[2021-01-17 22:31:05 main:574] : INFO : Epoch 1892 | loss: 0.0311859 | val_loss: 0.0311994 | Time: 1176.24 ms
[2021-01-17 22:31:06 main:574] : INFO : Epoch 1893 | loss: 0.031186 | val_loss: 0.0311982 | Time: 1422.33 ms
[2021-01-17 22:31:07 main:574] : INFO : Epoch 1894 | loss: 0.0311856 | val_loss: 0.0311959 | Time: 1182.53 ms
[2021-01-17 22:31:09 main:574] : INFO : Epoch 1895 | loss: 0.0311853 | val_loss: 0.0311972 | Time: 1165.42 ms
[2021-01-17 22:31:10 main:574] : INFO : Epoch 1896 | loss: 0.0311861 | val_loss: 0.0311968 | Time: 1401.96 ms
[2021-01-17 22:31:11 main:574] : INFO : Epoch 1897 | loss: 0.0311862 | val_loss: 0.031198 | Time: 1199.24 ms
[2021-01-17 22:31:12 main:574] : INFO : Epoch 1898 | loss: 0.0311861 | val_loss: 0.0312016 | Time: 1163.87 ms
[2021-01-17 22:31:14 main:574] : INFO : Epoch 1899 | loss: 0.0311859 | val_loss: 0.0311991 | Time: 1329.16 ms
[2021-01-17 22:31:15 main:574] : INFO : Epoch 1900 | loss: 0.0311859 | val_loss: 0.0311969 | Time: 1319.43 ms
[2021-01-17 22:31:16 main:574] : INFO : Epoch 1901 | loss: 0.0311881 | val_loss: 0.0311961 | Time: 1158.39 ms
[2021-01-17 22:31:17 main:574] : INFO : Epoch 1902 | loss: 0.0311917 | val_loss: 0.0312109 | Time: 1204.61 ms
[2021-01-17 22:31:19 main:574] : INFO : Epoch 1903 | loss: 0.0311898 | val_loss: 0.0311999 | Time: 1372.72 ms
[2021-01-17 22:31:20 main:574] : INFO : Epoch 1904 | loss: 0.0311872 | val_loss: 0.0312013 | Time: 1148.73 ms
[2021-01-17 22:31:21 main:574] : INFO : Epoch 1905 | loss: 0.0311869 | val_loss: 0.031199 | Time: 1143.83 ms
[2021-01-17 22:31:23 main:574] : INFO : Epoch 1906 | loss: 0.0311883 | val_loss: 0.0311991 | Time: 1429.1 ms
[2021-01-17 22:31:24 main:574] : INFO : Epoch 1907 | loss: 0.0311866 | val_loss: 0.0311963 | Time: 1161.96 ms
[2021-01-17 22:31:25 main:574] : INFO : Epoch 1908 | loss: 0.0311897 | val_loss: 0.0311997 | Time: 1150.83 ms
[2021-01-17 22:31:26 main:574] : INFO : Epoch 1909 | loss: 0.0311866 | val_loss: 0.0311983 | Time: 1444.41 ms
[2021-01-17 22:31:27 main:574] : INFO : Epoch 1910 | loss: 0.0311871 | val_loss: 0.0311982 | Time: 1155.28 ms
[2021-01-17 22:31:29 main:574] : INFO : Epoch 1911 | loss: 0.031187 | val_loss: 0.0311964 | Time: 1154.2 ms
[2021-01-17 22:31:30 main:574] : INFO : Epoch 1912 | loss: 0.0311866 | val_loss: 0.031195 | Time: 1290.44 ms
[2021-01-17 22:31:31 main:574] : INFO : Epoch 1913 | loss: 0.0311882 | val_loss: 0.0311961 | Time: 1332.55 ms
[2021-01-17 22:31:32 main:574] : INFO : Epoch 1914 | loss: 0.0311907 | val_loss: 0.0311974 | Time: 1163.69 ms
[2021-01-17 22:31:34 main:574] : INFO : Epoch 1915 | loss: 0.0311855 | val_loss: 0.0311973 | Time: 1237.23 ms
[2021-01-17 22:31:35 main:574] : INFO : Epoch 1916 | loss: 0.0311861 | val_loss: 0.0311969 | Time: 1344.23 ms
[2021-01-17 22:31:36 main:574] : INFO : Epoch 1917 | loss: 0.031186 | val_loss: 0.0311974 | Time: 1150.88 ms
[2021-01-17 22:31:37 main:574] : INFO : Epoch 1918 | loss: 0.0311859 | val_loss: 0.0311957 | Time: 1158.52 ms
[2021-01-17 22:31:39 main:574] : INFO : Epoch 1919 | loss: 0.0311865 | val_loss: 0.0311957 | Time: 1445.75 ms
[2021-01-17 22:31:40 main:574] : INFO : Epoch 1920 | loss: 0.0311864 | val_loss: 0.0311977 | Time: 1164.8 ms
[2021-01-17 22:31:41 main:574] : INFO : Epoch 1921 | loss: 0.0311853 | val_loss: 0.0311964 | Time: 1166.55 ms
[2021-01-17 22:31:43 main:574] : INFO : Epoch 1922 | loss: 0.0311854 | val_loss: 0.0311955 | Time: 1424.22 ms
[2021-01-17 22:31:44 main:574] : INFO : Epoch 1923 | loss: 0.0311852 | val_loss: 0.0311995 | Time: 1163.05 ms
[2021-01-17 22:31:45 main:574] : INFO : Epoch 1924 | loss: 0.0311851 | val_loss: 0.0311967 | Time: 1149.92 ms
[2021-01-17 22:31:46 main:574] : INFO : Epoch 1925 | loss: 0.031185 | val_loss: 0.0311965 | Time: 1348.58 ms
[2021-01-17 22:31:47 main:574] : INFO : Epoch 1926 | loss: 0.031186 | val_loss: 0.031203 | Time: 1218.89 ms
[2021-01-17 22:31:49 main:574] : INFO : Epoch 1927 | loss: 0.0311892 | val_loss: 0.0311972 | Time: 1155.9 ms
[2021-01-17 22:31:50 main:574] : INFO : Epoch 1928 | loss: 0.0311851 | val_loss: 0.0311958 | Time: 1245.79 ms
[2021-01-17 22:31:51 main:574] : INFO : Epoch 1929 | loss: 0.0311844 | val_loss: 0.0311976 | Time: 1315.17 ms
[2021-01-17 22:31:52 main:574] : INFO : Epoch 1930 | loss: 0.0311852 | val_loss: 0.0312051 | Time: 1168.51 ms
[2021-01-17 22:31:54 main:574] : INFO : Epoch 1931 | loss: 0.0311861 | val_loss: 0.0311957 | Time: 1180.92 ms
[2021-01-17 22:31:55 main:574] : INFO : Epoch 1932 | loss: 0.0311877 | val_loss: 0.0311962 | Time: 1461.09 ms
[2021-01-17 22:31:56 main:574] : INFO : Epoch 1933 | loss: 0.0311908 | val_loss: 0.031197 | Time: 1170.84 ms
[2021-01-17 22:31:57 main:574] : INFO : Epoch 1934 | loss: 0.0311934 | val_loss: 0.0311963 | Time: 1158 ms
[2021-01-17 22:31:59 main:574] : INFO : Epoch 1935 | loss: 0.0311913 | val_loss: 0.0311962 | Time: 1450.77 ms
[2021-01-17 22:32:00 main:574] : INFO : Epoch 1936 | loss: 0.0311927 | val_loss: 0.0312063 | Time: 1170.05 ms
[2021-01-17 22:32:01 main:574] : INFO : Epoch 1937 | loss: 0.0311959 | val_loss: 0.0311995 | Time: 1164.74 ms
[2021-01-17 22:32:03 main:574] : INFO : Epoch 1938 | loss: 0.03119 | val_loss: 0.0311983 | Time: 1447.99 ms
[2021-01-17 22:32:04 main:574] : INFO : Epoch 1939 | loss: 0.0311928 | val_loss: 0.0311966 | Time: 1152.28 ms
[2021-01-17 22:32:05 main:574] : INFO : Epoch 1940 | loss: 0.031189 | val_loss: 0.0311972 | Time: 1172.03 ms
[2021-01-17 22:32:06 main:574] : INFO : Epoch 1941 | loss: 0.0311886 | val_loss: 0.0311969 | Time: 1405.87 ms
[2021-01-17 22:32:08 main:574] : INFO : Epoch 1942 | loss: 0.031191 | val_loss: 0.0311965 | Time: 1198.51 ms
[2021-01-17 22:32:09 main:574] : INFO : Epoch 1943 | loss: 0.0311883 | val_loss: 0.0311964 | Time: 1152.92 ms
[2021-01-17 22:32:10 main:574] : INFO : Epoch 1944 | loss: 0.0311891 | val_loss: 0.0311981 | Time: 1251.61 ms
[2021-01-17 22:32:11 main:574] : INFO : Epoch 1945 | loss: 0.0311889 | val_loss: 0.0312003 | Time: 1362.42 ms
[2021-01-17 22:32:13 main:574] : INFO : Epoch 1946 | loss: 0.0311878 | val_loss: 0.0311982 | Time: 1151.17 ms
[2021-01-17 22:32:14 main:574] : INFO : Epoch 1947 | loss: 0.0311876 | val_loss: 0.0311973 | Time: 1198.19 ms
[2021-01-17 22:32:15 main:574] : INFO : Epoch 1948 | loss: 0.0311865 | val_loss: 0.0311975 | Time: 1353.14 ms
[2021-01-17 22:32:16 main:574] : INFO : Epoch 1949 | loss: 0.0311889 | val_loss: 0.0312006 | Time: 1168.37 ms
[2021-01-17 22:32:17 main:574] : INFO : Epoch 1950 | loss: 0.0311885 | val_loss: 0.0311991 | Time: 1150.02 ms
[2021-01-17 22:32:19 main:574] : INFO : Epoch 1951 | loss: 0.0311897 | val_loss: 0.031198 | Time: 1445.1 ms
[2021-01-17 22:32:20 main:574] : INFO : Epoch 1952 | loss: 0.0311882 | val_loss: 0.0312008 | Time: 1165.39 ms
[2021-01-17 22:32:21 main:574] : INFO : Epoch 1953 | loss: 0.0311879 | val_loss: 0.0311969 | Time: 1156.25 ms
[2021-01-17 22:32:23 main:574] : INFO : Epoch 1954 | loss: 0.0311871 | val_loss: 0.0311967 | Time: 1426.35 ms
[2021-01-17 22:32:24 main:574] : INFO : Epoch 1955 | loss: 0.0311861 | val_loss: 0.0311967 | Time: 1160.6 ms
[2021-01-17 22:32:25 main:574] : INFO : Epoch 1956 | loss: 0.0311867 | val_loss: 0.0311981 | Time: 1155.26 ms
[2021-01-17 22:32:26 main:574] : INFO : Epoch 1957 | loss: 0.0311875 | val_loss: 0.0311979 | Time: 1371.63 ms
[2021-01-17 22:32:28 main:574] : INFO : Epoch 1958 | loss: 0.0311879 | val_loss: 0.0311973 | Time: 1236.24 ms
[2021-01-17 22:32:29 main:574] : INFO : Epoch 1959 | loss: 0.0311866 | val_loss: 0.0311967 | Time: 1157.7 ms
[2021-01-17 22:32:30 main:574] : INFO : Epoch 1960 | loss: 0.0311872 | val_loss: 0.0311967 | Time: 1216.8 ms
[2021-01-17 22:32:31 main:574] : INFO : Epoch 1961 | loss: 0.031186 | val_loss: 0.0311997 | Time: 1342.8 ms
[2021-01-17 22:32:32 main:574] : INFO : Epoch 1962 | loss: 0.031188 | val_loss: 0.0311963 | Time: 1162 ms
[2021-01-17 22:32:34 main:574] : INFO : Epoch 1963 | loss: 0.0311877 | val_loss: 0.0312051 | Time: 1168.2 ms
[2021-01-17 22:32:35 main:574] : INFO : Epoch 1964 | loss: 0.0311877 | val_loss: 0.031197 | Time: 1438.64 ms
[2021-01-17 22:32:36 main:574] : INFO : Epoch 1965 | loss: 0.0311875 | val_loss: 0.0312005 | Time: 1173.53 ms
[2021-01-17 22:32:37 main:574] : INFO : Epoch 1966 | loss: 0.0311902 | val_loss: 0.0312041 | Time: 1158.44 ms
[2021-01-17 22:32:39 main:574] : INFO : Epoch 1967 | loss: 0.0313815 | val_loss: 0.031809 | Time: 1462.35 ms
[2021-01-17 22:32:40 main:574] : INFO : Epoch 1968 | loss: 0.0664745 | val_loss: 0.0458935 | Time: 1164.34 ms
[2021-01-17 22:32:41 main:574] : INFO : Epoch 1969 | loss: 0.0361823 | val_loss: 0.0327709 | Time: 1166.95 ms
[2021-01-17 22:32:43 main:574] : INFO : Epoch 1970 | loss: 0.0318088 | val_loss: 0.0313924 | Time: 1483.87 ms
[2021-01-17 22:32:44 main:574] : INFO : Epoch 1971 | loss: 0.0313138 | val_loss: 0.0312599 | Time: 1186.3 ms
[2021-01-17 22:32:45 main:574] : INFO : Epoch 1972 | loss: 0.0312464 | val_loss: 0.0312318 | Time: 1169.72 ms
[2021-01-17 22:32:46 main:574] : INFO : Epoch 1973 | loss: 0.0312237 | val_loss: 0.0312217 | Time: 1376.64 ms
[2021-01-17 22:32:48 main:574] : INFO : Epoch 1974 | loss: 0.0312157 | val_loss: 0.0312179 | Time: 1212.47 ms
[2021-01-17 22:32:49 main:574] : INFO : Epoch 1975 | loss: 0.0312126 | val_loss: 0.0312165 | Time: 1169.91 ms
[2021-01-17 22:32:50 main:574] : INFO : Epoch 1976 | loss: 0.0312104 | val_loss: 0.0312148 | Time: 1278.37 ms
[2021-01-17 22:32:51 main:574] : INFO : Epoch 1977 | loss: 0.0312093 | val_loss: 0.0312127 | Time: 1313.69 ms
[2021-01-17 22:32:53 main:574] : INFO : Epoch 1978 | loss: 0.0312084 | val_loss: 0.0312127 | Time: 1162.46 ms
[2021-01-17 22:32:54 main:574] : INFO : Epoch 1979 | loss: 0.0312082 | val_loss: 0.0312118 | Time: 1174.96 ms
[2021-01-17 22:32:55 main:574] : INFO : Epoch 1980 | loss: 0.0312074 | val_loss: 0.0312115 | Time: 1466.88 ms
[2021-01-17 22:32:56 main:574] : INFO : Epoch 1981 | loss: 0.0312066 | val_loss: 0.0312106 | Time: 1170.33 ms
[2021-01-17 22:32:58 main:574] : INFO : Epoch 1982 | loss: 0.0312057 | val_loss: 0.0312099 | Time: 1153.44 ms
[2021-01-17 22:32:59 main:574] : INFO : Epoch 1983 | loss: 0.0312053 | val_loss: 0.03121 | Time: 1440.02 ms
[2021-01-17 22:33:00 main:574] : INFO : Epoch 1984 | loss: 0.0312048 | val_loss: 0.0312104 | Time: 1175.53 ms
[2021-01-17 22:33:01 main:574] : INFO : Epoch 1985 | loss: 0.0312053 | val_loss: 0.0312092 | Time: 1150.7 ms
[2021-01-17 22:33:03 main:574] : INFO : Epoch 1986 | loss: 0.0312042 | val_loss: 0.0312096 | Time: 1435.97 ms
[2021-01-17 22:33:04 main:574] : INFO : Epoch 1987 | loss: 0.0312037 | val_loss: 0.0312096 | Time: 1165.49 ms
[2021-01-17 22:33:05 main:574] : INFO : Epoch 1988 | loss: 0.0312023 | val_loss: 0.0312092 | Time: 1169.24 ms
[2021-01-17 22:33:07 main:574] : INFO : Epoch 1989 | loss: 0.0312015 | val_loss: 0.0312093 | Time: 1384.26 ms
[2021-01-17 22:33:08 main:574] : INFO : Epoch 1990 | loss: 0.0312007 | val_loss: 0.0312089 | Time: 1201.54 ms
[2021-01-17 22:33:09 main:574] : INFO : Epoch 1991 | loss: 0.0312009 | val_loss: 0.0312085 | Time: 1161.14 ms
[2021-01-17 22:33:10 main:574] : INFO : Epoch 1992 | loss: 0.0312005 | val_loss: 0.0312091 | Time: 1224.65 ms
[2021-01-17 22:33:11 main:574] : INFO : Epoch 1993 | loss: 0.0312001 | val_loss: 0.0312077 | Time: 1341.9 ms
[2021-01-17 22:33:13 main:574] : INFO : Epoch 1994 | loss: 0.0311992 | val_loss: 0.031206 | Time: 1203.28 ms
[2021-01-17 22:33:14 main:574] : INFO : Epoch 1995 | loss: 0.0311974 | val_loss: 0.0312053 | Time: 1210.99 ms
[2021-01-17 22:33:15 main:574] : INFO : Epoch 1996 | loss: 0.0311964 | val_loss: 0.0312044 | Time: 1386.38 ms
[2021-01-17 22:33:16 main:574] : INFO : Epoch 1997 | loss: 0.0311964 | val_loss: 0.031205 | Time: 1160.62 ms
[2021-01-17 22:33:18 main:574] : INFO : Epoch 1998 | loss: 0.0311957 | val_loss: 0.0312035 | Time: 1165.85 ms
[2021-01-17 22:33:19 main:574] : INFO : Epoch 1999 | loss: 0.0311952 | val_loss: 0.0312032 | Time: 1480.39 ms
[2021-01-17 22:33:20 main:574] : INFO : Epoch 2000 | loss: 0.031195 | val_loss: 0.0312033 | Time: 1158.87 ms
[2021-01-17 22:33:21 main:574] : INFO : Epoch 2001 | loss: 0.031195 | val_loss: 0.031203 | Time: 1157.74 ms
[2021-01-17 22:33:23 main:574] : INFO : Epoch 2002 | loss: 0.0311951 | val_loss: 0.0312035 | Time: 1593.18 ms
[2021-01-17 22:33:24 main:574] : INFO : Epoch 2003 | loss: 0.0311948 | val_loss: 0.0312026 | Time: 1202.15 ms
[2021-01-17 22:33:25 main:574] : INFO : Epoch 2004 | loss: 0.0311944 | val_loss: 0.0312028 | Time: 1156.72 ms
[2021-01-17 22:33:27 main:574] : INFO : Epoch 2005 | loss: 0.0311946 | val_loss: 0.0312026 | Time: 1511.39 ms
[2021-01-17 22:33:28 main:574] : INFO : Epoch 2006 | loss: 0.0311942 | val_loss: 0.0312027 | Time: 1176.42 ms
[2021-01-17 22:33:29 main:574] : INFO : Epoch 2007 | loss: 0.0311943 | val_loss: 0.031203 | Time: 1177.46 ms
[2021-01-17 22:33:31 main:574] : INFO : Epoch 2008 | loss: 0.0311944 | val_loss: 0.0312041 | Time: 1334.77 ms
[2021-01-17 22:33:32 main:574] : INFO : Epoch 2009 | loss: 0.0311941 | val_loss: 0.0312029 | Time: 1257.94 ms
[2021-01-17 22:33:33 main:574] : INFO : Epoch 2010 | loss: 0.0311943 | val_loss: 0.0312053 | Time: 1166.67 ms
[2021-01-17 22:33:34 main:574] : INFO : Epoch 2011 | loss: 0.0311943 | val_loss: 0.0312026 | Time: 1330.52 ms
[2021-01-17 22:33:36 main:574] : INFO : Epoch 2012 | loss: 0.0311933 | val_loss: 0.0312027 | Time: 1297.19 ms
[2021-01-17 22:33:37 main:574] : INFO : Epoch 2013 | loss: 0.0311937 | val_loss: 0.0312029 | Time: 1148.54 ms
[2021-01-17 22:33:38 main:574] : INFO : Epoch 2014 | loss: 0.0311937 | val_loss: 0.0312018 | Time: 1188 ms
[2021-01-17 22:33:39 main:574] : INFO : Epoch 2015 | loss: 0.0311928 | val_loss: 0.0312016 | Time: 1394.99 ms
[2021-01-17 22:33:41 main:574] : INFO : Epoch 2016 | loss: 0.0311924 | val_loss: 0.0312025 | Time: 1159.35 ms
[2021-01-17 22:33:42 main:574] : INFO : Epoch 2017 | loss: 0.0311924 | val_loss: 0.0312021 | Time: 1163.71 ms
[2021-01-17 22:33:43 main:574] : INFO : Epoch 2018 | loss: 0.0311928 | val_loss: 0.0312023 | Time: 1449.61 ms
[2021-01-17 22:33:44 main:574] : INFO : Epoch 2019 | loss: 0.0311926 | val_loss: 0.0312031 | Time: 1156.05 ms
[2021-01-17 22:33:46 main:574] : INFO : Epoch 2020 | loss: 0.0311922 | val_loss: 0.0312022 | Time: 1159.87 ms
[2021-01-17 22:33:47 main:574] : INFO : Epoch 2021 | loss: 0.0311924 | val_loss: 0.0312011 | Time: 1440.46 ms
[2021-01-17 22:33:48 main:574] : INFO : Epoch 2022 | loss: 0.0311922 | val_loss: 0.0312027 | Time: 1163.51 ms
[2021-01-17 22:33:49 main:574] : INFO : Epoch 2023 | loss: 0.031192 | val_loss: 0.0312023 | Time: 1166.29 ms
[2021-01-17 22:33:51 main:574] : INFO : Epoch 2024 | loss: 0.0311915 | val_loss: 0.0312019 | Time: 1437.16 ms
[2021-01-17 22:33:52 main:574] : INFO : Epoch 2025 | loss: 0.0311914 | val_loss: 0.0312022 | Time: 1216.14 ms
[2021-01-17 22:33:53 main:574] : INFO : Epoch 2026 | loss: 0.0311912 | val_loss: 0.0312018 | Time: 1150.21 ms
[2021-01-17 22:33:54 main:574] : INFO : Epoch 2027 | loss: 0.031191 | val_loss: 0.0312024 | Time: 1263.66 ms
[2021-01-17 22:33:56 main:574] : INFO : Epoch 2028 | loss: 0.0311914 | val_loss: 0.031203 | Time: 1347.16 ms
[2021-01-17 22:33:57 main:574] : INFO : Epoch 2029 | loss: 0.0311909 | val_loss: 0.0312013 | Time: 1148.15 ms
[2021-01-17 22:33:58 main:574] : INFO : Epoch 2030 | loss: 0.0311917 | val_loss: 0.0312019 | Time: 1219.8 ms
[2021-01-17 22:34:00 main:574] : INFO : Epoch 2031 | loss: 0.0311903 | val_loss: 0.0312019 | Time: 1456.86 ms
[2021-01-17 22:34:01 main:574] : INFO : Epoch 2032 | loss: 0.0311903 | val_loss: 0.031202 | Time: 1153.39 ms
[2021-01-17 22:34:02 main:574] : INFO : Epoch 2033 | loss: 0.0311903 | val_loss: 0.0312009 | Time: 1163.29 ms
[2021-01-17 22:34:03 main:574] : INFO : Epoch 2034 | loss: 0.0311899 | val_loss: 0.0312012 | Time: 1439.5 ms
[2021-01-17 22:34:05 main:574] : INFO : Epoch 2035 | loss: 0.0311895 | val_loss: 0.0312011 | Time: 1173.74 ms
[2021-01-17 22:34:06 main:574] : INFO : Epoch 2036 | loss: 0.0311906 | val_loss: 0.0311993 | Time: 1167.49 ms
[2021-01-17 22:34:07 main:574] : INFO : Epoch 2037 | loss: 0.0311915 | val_loss: 0.0312005 | Time: 1484.22 ms
[2021-01-17 22:34:08 main:574] : INFO : Epoch 2038 | loss: 0.031191 | val_loss: 0.0311997 | Time: 1159.42 ms
[2021-01-17 22:34:10 main:574] : INFO : Epoch 2039 | loss: 0.0311903 | val_loss: 0.0311995 | Time: 1146.9 ms
[2021-01-17 22:34:11 main:574] : INFO : Epoch 2040 | loss: 0.031192 | val_loss: 0.0312015 | Time: 1457.81 ms
[2021-01-17 22:34:12 main:574] : INFO : Epoch 2041 | loss: 0.0311927 | val_loss: 0.0312027 | Time: 1179.04 ms
[2021-01-17 22:34:13 main:574] : INFO : Epoch 2042 | loss: 0.0311918 | val_loss: 0.031202 | Time: 1163.68 ms
[2021-01-17 22:34:15 main:574] : INFO : Epoch 2043 | loss: 0.0311905 | val_loss: 0.031201 | Time: 1371.78 ms
[2021-01-17 22:34:16 main:574] : INFO : Epoch 2044 | loss: 0.0311899 | val_loss: 0.0312009 | Time: 1285.73 ms
[2021-01-17 22:34:17 main:574] : INFO : Epoch 2045 | loss: 0.0311898 | val_loss: 0.0312021 | Time: 1163.77 ms
[2021-01-17 22:34:18 main:574] : INFO : Epoch 2046 | loss: 0.03119 | val_loss: 0.0311997 | Time: 1284.21 ms
[2021-01-17 22:34:20 main:574] : INFO : Epoch 2047 | loss: 0.0311907 | val_loss: 0.0311999 | Time: 1491.5 ms
[2021-01-17 22:34:22 main:574] : INFO : Epoch 2048 | loss: 0.0311901 | val_loss: 0.0311998 | Time: 1601.95 ms
[2021-01-17 22:34:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311998
[2021-01-17 22:34:22 main:603] : INFO : Saving end state to config to file
[2021-01-17 22:34:22 main:608] : INFO : Success, exiting..
22:34:22 (57440): 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)