Task 14624792
| Name | ParityModified-1647040850-5793-3-0_1 |
| Workunit | 11639736 |
| Created | 19 Apr 2022, 16:15:19 UTC |
| Sent | 19 Apr 2022, 16:16:01 UTC |
| Report deadline | 27 Apr 2022, 16:16:01 UTC |
| Received | 19 Apr 2022, 17:00:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 43 min 21 sec |
| CPU time | 42 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0312094 | val_loss: 0.031208 | Time: 1231.24 ms [2022-04-20 00:49:25 main:574] : INFO : Epoch 1543 | loss: 0.03121 | val_loss: 0.031216 | Time: 1214.37 ms [2022-04-20 00:49:26 main:574] : INFO : Epoch 1544 | loss: 0.0312121 | val_loss: 0.0312095 | Time: 1286.27 ms [2022-04-20 00:49:28 main:574] : INFO : Epoch 1545 | loss: 0.0312112 | val_loss: 0.03121 | Time: 1300.81 ms [2022-04-20 00:49:29 main:574] : INFO : Epoch 1546 | loss: 0.0312094 | val_loss: 0.0312113 | Time: 1260.8 ms [2022-04-20 00:49:30 main:574] : INFO : Epoch 1547 | loss: 0.0312144 | val_loss: 0.0312109 | Time: 1307.89 ms [2022-04-20 00:49:32 main:574] : INFO : Epoch 1548 | loss: 0.0312126 | val_loss: 0.0312102 | Time: 1253.86 ms [2022-04-20 00:49:33 main:574] : INFO : Epoch 1549 | loss: 0.0312098 | val_loss: 0.031208 | Time: 1285.41 ms [2022-04-20 00:49:34 main:574] : INFO : Epoch 1550 | loss: 0.031209 | val_loss: 0.0312091 | Time: 1255.14 ms [2022-04-20 00:49:35 main:574] : INFO : Epoch 1551 | loss: 0.031211 | val_loss: 0.0312134 | Time: 1235.41 ms [2022-04-20 00:49:37 main:574] : INFO : Epoch 1552 | loss: 0.0312129 | val_loss: 0.0312103 | Time: 1252.71 ms [2022-04-20 00:49:38 main:574] : INFO : Epoch 1553 | loss: 0.0312142 | val_loss: 0.0312173 | Time: 1212.98 ms [2022-04-20 00:49:39 main:574] : INFO : Epoch 1554 | loss: 0.0312149 | val_loss: 0.0312117 | Time: 1211.15 ms [2022-04-20 00:49:40 main:574] : INFO : Epoch 1555 | loss: 0.0312123 | val_loss: 0.0312083 | Time: 1299.06 ms [2022-04-20 00:49:42 main:574] : INFO : Epoch 1556 | loss: 0.0312092 | val_loss: 0.0312081 | Time: 1166.23 ms [2022-04-20 00:49:43 main:574] : INFO : Epoch 1557 | loss: 0.0312099 | val_loss: 0.0312084 | Time: 1301.57 ms [2022-04-20 00:49:44 main:574] : INFO : Epoch 1558 | loss: 0.0312092 | val_loss: 0.0312078 | Time: 1271.79 ms [2022-04-20 00:49:46 main:574] : INFO : Epoch 1559 | loss: 0.0312097 | val_loss: 0.0312085 | Time: 1250.09 ms [2022-04-20 00:49:47 main:574] : INFO : Epoch 1560 | loss: 0.0312094 | val_loss: 0.0312102 | Time: 1210.44 ms [2022-04-20 00:49:48 main:574] : INFO : Epoch 1561 | loss: 0.0312117 | val_loss: 0.0312178 | Time: 1223.03 ms [2022-04-20 00:49:49 main:574] : INFO : Epoch 1562 | loss: 0.0312115 | val_loss: 0.031212 | Time: 1228.53 ms [2022-04-20 00:49:51 main:574] : INFO : Epoch 1563 | loss: 0.0312094 | val_loss: 0.0312104 | Time: 1236.13 ms [2022-04-20 00:49:52 main:574] : INFO : Epoch 1564 | loss: 0.0312093 | val_loss: 0.0312119 | Time: 1290.68 ms [2022-04-20 00:49:53 main:574] : INFO : Epoch 1565 | loss: 0.0312131 | val_loss: 0.0312125 | Time: 1279.98 ms [2022-04-20 00:49:54 main:574] : INFO : Epoch 1566 | loss: 0.0312121 | val_loss: 0.0312182 | Time: 1260.23 ms [2022-04-20 00:49:56 main:574] : INFO : Epoch 1567 | loss: 0.0312107 | val_loss: 0.0312081 | Time: 1206.11 ms [2022-04-20 00:49:57 main:574] : INFO : Epoch 1568 | loss: 0.0312082 | val_loss: 0.0312098 | Time: 1229.75 ms [2022-04-20 00:49:58 main:574] : INFO : Epoch 1569 | loss: 0.0312099 | val_loss: 0.0312072 | Time: 1245.6 ms [2022-04-20 00:49:59 main:574] : INFO : Epoch 1570 | loss: 0.0312092 | val_loss: 0.0312072 | Time: 1235.63 ms [2022-04-20 00:50:01 main:574] : INFO : Epoch 1571 | loss: 0.0312089 | val_loss: 0.0312102 | Time: 1312.13 ms [2022-04-20 00:50:02 main:574] : INFO : Epoch 1572 | loss: 0.0312087 | val_loss: 0.031207 | Time: 1442.71 ms [2022-04-20 00:50:03 main:574] : INFO : Epoch 1573 | loss: 0.0312085 | val_loss: 0.0312072 | Time: 1237.65 ms [2022-04-20 00:50:05 main:574] : INFO : Epoch 1574 | loss: 0.0312077 | val_loss: 0.0312077 | Time: 1273.32 ms [2022-04-20 00:50:06 main:574] : INFO : Epoch 1575 | loss: 0.0312084 | val_loss: 0.0312074 | Time: 1380.72 ms [2022-04-20 00:50:07 main:574] : INFO : Epoch 1576 | loss: 0.0312087 | val_loss: 0.0312067 | Time: 1365.44 ms [2022-04-20 00:50:09 main:574] : INFO : Epoch 1577 | loss: 0.0312076 | val_loss: 0.0312067 | Time: 1374.52 ms [2022-04-20 00:50:10 main:574] : INFO : Epoch 1578 | loss: 0.0312082 | val_loss: 0.0312071 | Time: 1426.47 ms [2022-04-20 00:50:12 main:574] : INFO : Epoch 1579 | loss: 0.0312078 | val_loss: 0.031207 | Time: 1471.04 ms [2022-04-20 00:50:13 main:574] : INFO : Epoch 1580 | loss: 0.031213 | val_loss: 0.0312108 | Time: 1464.45 ms [2022-04-20 00:50:15 main:574] : INFO : Epoch 1581 | loss: 0.0312134 | val_loss: 0.031211 | Time: 1377.17 ms [2022-04-20 00:50:16 main:574] : INFO : Epoch 1582 | loss: 0.0312101 | val_loss: 0.0312081 | Time: 1286.73 ms [2022-04-20 00:50:17 main:574] : INFO : Epoch 1583 | loss: 0.0312097 | val_loss: 0.0312094 | Time: 1281.11 ms [2022-04-20 00:50:19 main:574] : INFO : Epoch 1584 | loss: 0.0312108 | val_loss: 0.0312162 | Time: 1336.33 ms [2022-04-20 00:50:20 main:574] : INFO : Epoch 1585 | loss: 0.0312094 | val_loss: 0.0312139 | Time: 1257.6 ms [2022-04-20 00:50:21 main:574] : INFO : Epoch 1586 | loss: 0.0312116 | val_loss: 0.0312073 | Time: 1167.13 ms [2022-04-20 00:50:22 main:574] : INFO : Epoch 1587 | loss: 0.0312088 | val_loss: 0.0312066 | Time: 1344.66 ms [2022-04-20 00:50:24 main:574] : INFO : Epoch 1588 | loss: 0.0312079 | val_loss: 0.0312074 | Time: 1296.2 ms [2022-04-20 00:50:25 main:574] : INFO : Epoch 1589 | loss: 0.0312087 | val_loss: 0.0312067 | Time: 1389.42 ms [2022-04-20 00:50:27 main:574] : INFO : Epoch 1590 | loss: 0.0312095 | val_loss: 0.0312082 | Time: 1391.61 ms [2022-04-20 00:50:28 main:574] : INFO : Epoch 1591 | loss: 0.0312075 | val_loss: 0.0312083 | Time: 1275.06 ms [2022-04-20 00:50:29 main:574] : INFO : Epoch 1592 | loss: 0.0312088 | val_loss: 0.0312071 | Time: 1351.1 ms [2022-04-20 00:50:31 main:574] : INFO : Epoch 1593 | loss: 0.0312124 | val_loss: 0.0312074 | Time: 1366.24 ms [2022-04-20 00:50:32 main:574] : INFO : Epoch 1594 | loss: 0.0312105 | val_loss: 0.0312072 | Time: 1335.36 ms [2022-04-20 00:50:33 main:574] : INFO : Epoch 1595 | loss: 0.0312077 | val_loss: 0.0312069 | Time: 1346.26 ms [2022-04-20 00:50:35 main:574] : INFO : Epoch 1596 | loss: 0.0312089 | val_loss: 0.0312065 | Time: 1330.62 ms [2022-04-20 00:50:36 main:574] : INFO : Epoch 1597 | loss: 0.0312089 | val_loss: 0.0312069 | Time: 1299.48 ms [2022-04-20 00:50:37 main:574] : INFO : Epoch 1598 | loss: 0.0312089 | val_loss: 0.031207 | Time: 1293.59 ms [2022-04-20 00:50:39 main:574] : INFO : Epoch 1599 | loss: 0.0312075 | val_loss: 0.0312067 | Time: 1232.48 ms [2022-04-20 00:50:40 main:574] : INFO : Epoch 1600 | loss: 0.031207 | val_loss: 0.0312072 | Time: 1157.27 ms [2022-04-20 00:50:41 main:574] : INFO : Epoch 1601 | loss: 0.0312078 | val_loss: 0.0312059 | Time: 1176.55 ms [2022-04-20 00:50:42 main:574] : INFO : Epoch 1602 | loss: 0.0312088 | val_loss: 0.0312089 | Time: 1268.1 ms [2022-04-20 00:50:43 main:574] : INFO : Epoch 1603 | loss: 0.0312093 | val_loss: 0.0312064 | Time: 1205.41 ms [2022-04-20 00:50:45 main:574] : INFO : Epoch 1604 | loss: 0.0312082 | val_loss: 0.0312061 | Time: 1253.03 ms [2022-04-20 00:50:46 main:574] : INFO : Epoch 1605 | loss: 0.0312086 | val_loss: 0.0312141 | Time: 1181.63 ms [2022-04-20 00:50:47 main:574] : INFO : Epoch 1606 | loss: 0.0312132 | val_loss: 0.0312128 | Time: 1213.5 ms [2022-04-20 00:50:48 main:574] : INFO : Epoch 1607 | loss: 0.0312117 | val_loss: 0.0312126 | Time: 1206.95 ms [2022-04-20 00:50:50 main:574] : INFO : Epoch 1608 | loss: 0.0312106 | val_loss: 0.0312084 | Time: 1225.47 ms [2022-04-20 00:50:51 main:574] : INFO : Epoch 1609 | loss: 0.0312082 | val_loss: 0.0312063 | Time: 1175.79 ms [2022-04-20 00:50:52 main:574] : INFO : Epoch 1610 | loss: 0.0312078 | val_loss: 0.0312113 | Time: 1238.59 ms [2022-04-20 00:50:53 main:574] : INFO : Epoch 1611 | loss: 0.0312078 | val_loss: 0.0312063 | Time: 1289.25 ms [2022-04-20 00:50:55 main:574] : INFO : Epoch 1612 | loss: 0.0312075 | val_loss: 0.0312081 | Time: 1239.96 ms [2022-04-20 00:50:56 main:574] : INFO : Epoch 1613 | loss: 0.0312096 | val_loss: 0.0312084 | Time: 1279.06 ms [2022-04-20 00:50:57 main:574] : INFO : Epoch 1614 | loss: 0.0312104 | val_loss: 0.0312066 | Time: 1263.5 ms [2022-04-20 00:50:58 main:574] : INFO : Epoch 1615 | loss: 0.0312139 | val_loss: 0.0312086 | Time: 1188.17 ms [2022-04-20 00:51:00 main:574] : INFO : Epoch 1616 | loss: 0.0312133 | val_loss: 0.031218 | Time: 1236.78 ms [2022-04-20 00:51:01 main:574] : INFO : Epoch 1617 | loss: 0.0312128 | val_loss: 0.0312078 | Time: 1238.31 ms [2022-04-20 00:51:02 main:574] : INFO : Epoch 1618 | loss: 0.0312098 | val_loss: 0.0312105 | Time: 1145.89 ms [2022-04-20 00:51:03 main:574] : INFO : Epoch 1619 | loss: 0.0312098 | val_loss: 0.0312099 | Time: 1208.77 ms [2022-04-20 00:51:04 main:574] : INFO : Epoch 1620 | loss: 0.03121 | val_loss: 0.0312065 | Time: 1308.66 ms [2022-04-20 00:51:06 main:574] : INFO : Epoch 1621 | loss: 0.0312083 | val_loss: 0.0312069 | Time: 1294.81 ms [2022-04-20 00:51:07 main:574] : INFO : Epoch 1622 | loss: 0.0312074 | val_loss: 0.0312076 | Time: 1246.17 ms [2022-04-20 00:51:08 main:574] : INFO : Epoch 1623 | loss: 0.0312075 | val_loss: 0.0312085 | Time: 1291.92 ms [2022-04-20 00:51:10 main:574] : INFO : Epoch 1624 | loss: 0.0312146 | val_loss: 0.0312103 | Time: 1206.51 ms [2022-04-20 00:51:11 main:574] : INFO : Epoch 1625 | loss: 0.0312089 | val_loss: 0.0312067 | Time: 1203.92 ms [2022-04-20 00:51:12 main:574] : INFO : Epoch 1626 | loss: 0.0312081 | val_loss: 0.0312062 | Time: 1227.62 ms [2022-04-20 00:51:13 main:574] : INFO : Epoch 1627 | loss: 0.0312084 | val_loss: 0.0312069 | Time: 1182.37 ms [2022-04-20 00:51:14 main:574] : INFO : Epoch 1628 | loss: 0.0312091 | val_loss: 0.0312083 | Time: 1207.2 ms [2022-04-20 00:51:16 main:574] : INFO : Epoch 1629 | loss: 0.0312088 | val_loss: 0.0312063 | Time: 1220.56 ms [2022-04-20 00:51:17 main:574] : INFO : Epoch 1630 | loss: 0.0312079 | val_loss: 0.0312065 | Time: 1185.22 ms [2022-04-20 00:51:18 main:574] : INFO : Epoch 1631 | loss: 0.0312072 | val_loss: 0.0312059 | Time: 1225.26 ms [2022-04-20 00:51:19 main:574] : INFO : Epoch 1632 | loss: 0.0312068 | val_loss: 0.0312064 | Time: 1214.27 ms [2022-04-20 00:51:21 main:574] : INFO : Epoch 1633 | loss: 0.0312081 | val_loss: 0.0312214 | Time: 1168.18 ms [2022-04-20 00:51:22 main:574] : INFO : Epoch 1634 | loss: 0.0312111 | val_loss: 0.0312106 | Time: 1137.03 ms [2022-04-20 00:51:23 main:574] : INFO : Epoch 1635 | loss: 0.0312084 | val_loss: 0.0312109 | Time: 1237.97 ms [2022-04-20 00:51:24 main:574] : INFO : Epoch 1636 | loss: 0.0312077 | val_loss: 0.0312076 | Time: 1222.85 ms [2022-04-20 00:51:25 main:574] : INFO : Epoch 1637 | loss: 0.0312081 | val_loss: 0.0312079 | Time: 1235.47 ms [2022-04-20 00:51:27 main:574] : INFO : Epoch 1638 | loss: 0.0312077 | val_loss: 0.0312066 | Time: 1296.12 ms [2022-04-20 00:51:28 main:574] : INFO : Epoch 1639 | loss: 0.0312092 | val_loss: 0.0312107 | Time: 1206.46 ms [2022-04-20 00:51:29 main:574] : INFO : Epoch 1640 | loss: 0.0312078 | val_loss: 0.0312058 | Time: 1271.77 ms [2022-04-20 00:51:30 main:574] : INFO : Epoch 1641 | loss: 0.0312078 | val_loss: 0.0312073 | Time: 1209.89 ms [2022-04-20 00:51:32 main:574] : INFO : Epoch 1642 | loss: 0.0312074 | val_loss: 0.0312062 | Time: 1264.55 ms [2022-04-20 00:51:33 main:574] : INFO : Epoch 1643 | loss: 0.0312087 | val_loss: 0.0312131 | Time: 1306.87 ms [2022-04-20 00:51:34 main:574] : INFO : Epoch 1644 | loss: 0.0312134 | val_loss: 0.0312121 | Time: 1319.4 ms [2022-04-20 00:51:36 main:574] : INFO : Epoch 1645 | loss: 0.0312089 | val_loss: 0.031207 | Time: 1246.3 ms [2022-04-20 00:51:37 main:574] : INFO : Epoch 1646 | loss: 0.0312074 | val_loss: 0.0312057 | Time: 1216.4 ms [2022-04-20 00:51:38 main:574] : INFO : Epoch 1647 | loss: 0.0312072 | val_loss: 0.0312079 | Time: 1271.2 ms [2022-04-20 00:51:39 main:574] : INFO : Epoch 1648 | loss: 0.0312116 | val_loss: 0.0312084 | Time: 1279.81 ms [2022-04-20 00:51:41 main:574] : INFO : Epoch 1649 | loss: 0.0312071 | val_loss: 0.0312066 | Time: 1267.49 ms [2022-04-20 00:51:42 main:574] : INFO : Epoch 1650 | loss: 0.0312074 | val_loss: 0.0312056 | Time: 1323.83 ms [2022-04-20 00:51:43 main:574] : INFO : Epoch 1651 | loss: 0.0312071 | val_loss: 0.0312072 | Time: 1368.81 ms [2022-04-20 00:51:45 main:574] : INFO : Epoch 1652 | loss: 0.0312085 | val_loss: 0.0312063 | Time: 1328.17 ms [2022-04-20 00:51:46 main:574] : INFO : Epoch 1653 | loss: 0.0312079 | val_loss: 0.0312129 | Time: 1224.93 ms [2022-04-20 00:51:47 main:574] : INFO : Epoch 1654 | loss: 0.031213 | val_loss: 0.0312081 | Time: 1235.37 ms [2022-04-20 00:51:48 main:574] : INFO : Epoch 1655 | loss: 0.031209 | val_loss: 0.0312071 | Time: 1199.61 ms [2022-04-20 00:51:50 main:574] : INFO : Epoch 1656 | loss: 0.0312084 | val_loss: 0.0312056 | Time: 1211.82 ms [2022-04-20 00:51:51 main:574] : INFO : Epoch 1657 | loss: 0.031209 | val_loss: 0.0312058 | Time: 1160.97 ms [2022-04-20 00:51:52 main:574] : INFO : Epoch 1658 | loss: 0.0312072 | val_loss: 0.0312056 | Time: 1250.3 ms [2022-04-20 00:51:53 main:574] : INFO : Epoch 1659 | loss: 0.0312072 | val_loss: 0.0312059 | Time: 1234.78 ms [2022-04-20 00:51:55 main:574] : INFO : Epoch 1660 | loss: 0.0312069 | val_loss: 0.0312064 | Time: 1259.45 ms [2022-04-20 00:51:56 main:574] : INFO : Epoch 1661 | loss: 0.0312083 | val_loss: 0.0312056 | Time: 1243.33 ms [2022-04-20 00:51:57 main:574] : INFO : Epoch 1662 | loss: 0.0312083 | val_loss: 0.0312141 | Time: 1192.75 ms [2022-04-20 00:51:58 main:574] : INFO : Epoch 1663 | loss: 0.0312104 | val_loss: 0.0312063 | Time: 1165.39 ms [2022-04-20 00:52:00 main:574] : INFO : Epoch 1664 | loss: 0.0312075 | val_loss: 0.0312057 | Time: 1259.95 ms [2022-04-20 00:52:01 main:574] : INFO : Epoch 1665 | loss: 0.0312083 | val_loss: 0.0312079 | Time: 1190.73 ms [2022-04-20 00:52:02 main:574] : INFO : Epoch 1666 | loss: 0.0312092 | val_loss: 0.0312061 | Time: 1206.24 ms [2022-04-20 00:52:03 main:574] : INFO : Epoch 1667 | loss: 0.031208 | val_loss: 0.0312055 | Time: 1226.93 ms [2022-04-20 00:52:04 main:574] : INFO : Epoch 1668 | loss: 0.0312069 | val_loss: 0.0312061 | Time: 1192.34 ms [2022-04-20 00:52:06 main:574] : INFO : Epoch 1669 | loss: 0.0312068 | val_loss: 0.0312062 | Time: 1276.6 ms [2022-04-20 00:52:07 main:574] : INFO : Epoch 1670 | loss: 0.0312096 | val_loss: 0.0312098 | Time: 1237.9 ms [2022-04-20 00:52:08 main:574] : INFO : Epoch 1671 | loss: 0.0312071 | val_loss: 0.031206 | Time: 1176.73 ms [2022-04-20 00:52:09 main:574] : INFO : Epoch 1672 | loss: 0.0312093 | val_loss: 0.0312077 | Time: 1288.9 ms [2022-04-20 00:52:11 main:574] : INFO : Epoch 1673 | loss: 0.0312085 | val_loss: 0.0312089 | Time: 1283.09 ms [2022-04-20 00:52:12 main:574] : INFO : Epoch 1674 | loss: 0.0312094 | val_loss: 0.0312074 | Time: 1262.02 ms [2022-04-20 00:52:13 main:574] : INFO : Epoch 1675 | loss: 0.0312084 | val_loss: 0.0312055 | Time: 1212.28 ms [2022-04-20 00:52:15 main:574] : INFO : Epoch 1676 | loss: 0.0312112 | val_loss: 0.031217 | Time: 1249.95 ms [2022-04-20 00:52:16 main:574] : INFO : Epoch 1677 | loss: 0.0312159 | val_loss: 0.0312081 | Time: 1188.94 ms [2022-04-20 00:52:17 main:574] : INFO : Epoch 1678 | loss: 0.0312086 | val_loss: 0.0312084 | Time: 1150.25 ms [2022-04-20 00:52:18 main:574] : INFO : Epoch 1679 | loss: 0.0312077 | val_loss: 0.0312136 | Time: 1241.87 ms [2022-04-20 00:52:20 main:574] : INFO : Epoch 1680 | loss: 0.0312106 | val_loss: 0.0312072 | Time: 1364.74 ms [2022-04-20 00:52:21 main:574] : INFO : Epoch 1681 | loss: 0.0312073 | val_loss: 0.0312096 | Time: 1324.26 ms [2022-04-20 00:52:22 main:574] : INFO : Epoch 1682 | loss: 0.0312077 | val_loss: 0.0312057 | Time: 1217.07 ms [2022-04-20 00:52:23 main:574] : INFO : Epoch 1683 | loss: 0.0312083 | val_loss: 0.0312056 | Time: 1339.27 ms [2022-04-20 00:52:25 main:574] : INFO : Epoch 1684 | loss: 0.0312077 | val_loss: 0.0312078 | Time: 1264.42 ms [2022-04-20 00:52:26 main:574] : INFO : Epoch 1685 | loss: 0.0312094 | val_loss: 0.0312088 | Time: 1213.34 ms [2022-04-20 00:52:27 main:574] : INFO : Epoch 1686 | loss: 0.0312076 | val_loss: 0.0312056 | Time: 1277.39 ms [2022-04-20 00:52:28 main:574] : INFO : Epoch 1687 | loss: 0.0312073 | val_loss: 0.0312061 | Time: 1200.03 ms [2022-04-20 00:52:30 main:574] : INFO : Epoch 1688 | loss: 0.0312082 | val_loss: 0.0312066 | Time: 1288.72 ms [2022-04-20 00:52:31 main:574] : INFO : Epoch 1689 | loss: 0.031208 | val_loss: 0.0312056 | Time: 1135.43 ms [2022-04-20 00:52:32 main:574] : INFO : Epoch 1690 | loss: 0.0312065 | val_loss: 0.0312073 | Time: 1239.87 ms [2022-04-20 00:52:33 main:574] : INFO : Epoch 1691 | loss: 0.0312079 | val_loss: 0.0312078 | Time: 1271.75 ms [2022-04-20 00:52:35 main:574] : INFO : Epoch 1692 | loss: 0.0312069 | val_loss: 0.0312054 | Time: 1232.97 ms [2022-04-20 00:52:36 main:574] : INFO : Epoch 1693 | loss: 0.0312071 | val_loss: 0.0312054 | Time: 1180.57 ms [2022-04-20 00:52:37 main:574] : INFO : Epoch 1694 | loss: 0.0312065 | val_loss: 0.0312077 | Time: 1227.71 ms [2022-04-20 00:52:38 main:574] : INFO : Epoch 1695 | loss: 0.0312072 | val_loss: 0.0312054 | Time: 1257.54 ms [2022-04-20 00:52:40 main:574] : INFO : Epoch 1696 | loss: 0.0312068 | val_loss: 0.0312064 | Time: 1269.11 ms [2022-04-20 00:52:41 main:574] : INFO : Epoch 1697 | loss: 0.0312084 | val_loss: 0.0312102 | Time: 1264.41 ms [2022-04-20 00:52:42 main:574] : INFO : Epoch 1698 | loss: 0.031208 | val_loss: 0.0312054 | Time: 1248.94 ms [2022-04-20 00:52:43 main:574] : INFO : Epoch 1699 | loss: 0.031207 | val_loss: 0.0312051 | Time: 1246.46 ms [2022-04-20 00:52:45 main:574] : INFO : Epoch 1700 | loss: 0.0312079 | val_loss: 0.0312059 | Time: 1344.48 ms [2022-04-20 00:52:46 main:574] : INFO : Epoch 1701 | loss: 0.0312096 | val_loss: 0.0312129 | Time: 1247.6 ms [2022-04-20 00:52:47 main:574] : INFO : Epoch 1702 | loss: 0.0312129 | val_loss: 0.0312113 | Time: 1257.02 ms [2022-04-20 00:52:49 main:574] : INFO : Epoch 1703 | loss: 0.0312099 | val_loss: 0.0312068 | Time: 1197.23 ms [2022-04-20 00:52:50 main:574] : INFO : Epoch 1704 | loss: 0.0312074 | val_loss: 0.0312054 | Time: 1174.98 ms [2022-04-20 00:52:51 main:574] : INFO : Epoch 1705 | loss: 0.031207 | val_loss: 0.0312059 | Time: 1231.67 ms [2022-04-20 00:52:52 main:574] : INFO : Epoch 1706 | loss: 0.0312076 | val_loss: 0.0312059 | Time: 1236.64 ms [2022-04-20 00:52:54 main:574] : INFO : Epoch 1707 | loss: 0.0312093 | val_loss: 0.0312079 | Time: 1304.21 ms [2022-04-20 00:52:55 main:574] : INFO : Epoch 1708 | loss: 0.0312069 | val_loss: 0.0312059 | Time: 1230.25 ms [2022-04-20 00:52:56 main:574] : INFO : Epoch 1709 | loss: 0.0312089 | val_loss: 0.0312059 | Time: 1182.15 ms [2022-04-20 00:52:57 main:574] : INFO : Epoch 1710 | loss: 0.0312095 | val_loss: 0.0312098 | Time: 1246.52 ms [2022-04-20 00:52:59 main:574] : INFO : Epoch 1711 | loss: 0.0312098 | val_loss: 0.0312055 | Time: 1218.17 ms [2022-04-20 00:53:00 main:574] : INFO : Epoch 1712 | loss: 0.0312072 | val_loss: 0.0312077 | Time: 1254.24 ms [2022-04-20 00:53:01 main:574] : INFO : Epoch 1713 | loss: 0.0312104 | val_loss: 0.0312104 | Time: 1225.64 ms [2022-04-20 00:53:02 main:574] : INFO : Epoch 1714 | loss: 0.0312078 | val_loss: 0.0312082 | Time: 1265.21 ms [2022-04-20 00:53:04 main:574] : INFO : Epoch 1715 | loss: 0.0312087 | val_loss: 0.0312109 | Time: 1231.23 ms [2022-04-20 00:53:05 main:574] : INFO : Epoch 1716 | loss: 0.0312096 | val_loss: 0.0312054 | Time: 1212.22 ms [2022-04-20 00:53:06 main:574] : INFO : Epoch 1717 | loss: 0.0312084 | val_loss: 0.0312058 | Time: 1258.66 ms [2022-04-20 00:53:07 main:574] : INFO : Epoch 1718 | loss: 0.0312074 | val_loss: 0.0312063 | Time: 1241.9 ms [2022-04-20 00:53:09 main:574] : INFO : Epoch 1719 | loss: 0.0312065 | val_loss: 0.0312073 | Time: 1271.92 ms [2022-04-20 00:53:10 main:574] : INFO : Epoch 1720 | loss: 0.0312072 | val_loss: 0.0312104 | Time: 1203.81 ms [2022-04-20 00:53:11 main:574] : INFO : Epoch 1721 | loss: 0.0312075 | val_loss: 0.0312059 | Time: 1209.07 ms [2022-04-20 00:53:12 main:574] : INFO : Epoch 1722 | loss: 0.0312089 | val_loss: 0.0312068 | Time: 1128.63 ms [2022-04-20 00:53:13 main:574] : INFO : Epoch 1723 | loss: 0.0312078 | val_loss: 0.0312066 | Time: 1230.95 ms [2022-04-20 00:53:15 main:574] : INFO : Epoch 1724 | loss: 0.0312083 | val_loss: 0.0312071 | Time: 1310.69 ms [2022-04-20 00:53:16 main:574] : INFO : Epoch 1725 | loss: 0.0312084 | val_loss: 0.0312055 | Time: 1193.9 ms [2022-04-20 00:53:17 main:574] : INFO : Epoch 1726 | loss: 0.0312076 | val_loss: 0.0312062 | Time: 1245.45 ms [2022-04-20 00:53:18 main:574] : INFO : Epoch 1727 | loss: 0.0312098 | val_loss: 0.0312074 | Time: 1272.27 ms [2022-04-20 00:53:20 main:574] : INFO : Epoch 1728 | loss: 0.0312069 | val_loss: 0.0312061 | Time: 1240.89 ms [2022-04-20 00:53:21 main:574] : INFO : Epoch 1729 | loss: 0.0312073 | val_loss: 0.0312052 | Time: 1255.79 ms [2022-04-20 00:53:22 main:574] : INFO : Epoch 1730 | loss: 0.0312069 | val_loss: 0.0312088 | Time: 1290.12 ms [2022-04-20 00:53:23 main:574] : INFO : Epoch 1731 | loss: 0.0312125 | val_loss: 0.0312106 | Time: 1133.57 ms [2022-04-20 00:53:25 main:574] : INFO : Epoch 1732 | loss: 0.0312089 | val_loss: 0.0312104 | Time: 1255.09 ms [2022-04-20 00:53:26 main:574] : INFO : Epoch 1733 | loss: 0.0312067 | val_loss: 0.0312052 | Time: 1302.65 ms [2022-04-20 00:53:27 main:574] : INFO : Epoch 1734 | loss: 0.0312071 | val_loss: 0.0312051 | Time: 1224.73 ms [2022-04-20 00:53:29 main:574] : INFO : Epoch 1735 | loss: 0.0312067 | val_loss: 0.0312053 | Time: 1318.25 ms [2022-04-20 00:53:30 main:574] : INFO : Epoch 1736 | loss: 0.0312083 | val_loss: 0.031208 | Time: 1246.57 ms [2022-04-20 00:53:31 main:574] : INFO : Epoch 1737 | loss: 0.0312082 | val_loss: 0.0312066 | Time: 1276.27 ms [2022-04-20 00:53:32 main:574] : INFO : Epoch 1738 | loss: 0.0312069 | val_loss: 0.0312058 | Time: 1249.22 ms [2022-04-20 00:53:34 main:574] : INFO : Epoch 1739 | loss: 0.0312065 | val_loss: 0.0312051 | Time: 1315.92 ms [2022-04-20 00:53:35 main:574] : INFO : Epoch 1740 | loss: 0.0312063 | val_loss: 0.0312086 | Time: 1333.46 ms [2022-04-20 00:53:36 main:574] : INFO : Epoch 1741 | loss: 0.0312064 | val_loss: 0.0312061 | Time: 1320.56 ms [2022-04-20 00:53:38 main:574] : INFO : Epoch 1742 | loss: 0.0312075 | val_loss: 0.0312049 | Time: 1292.49 ms [2022-04-20 00:53:39 main:574] : INFO : Epoch 1743 | loss: 0.031206 | val_loss: 0.0312062 | Time: 1223.65 ms [2022-04-20 00:53:40 main:574] : INFO : Epoch 1744 | loss: 0.0312075 | val_loss: 0.031205 | Time: 1266.65 ms [2022-04-20 00:53:42 main:574] : INFO : Epoch 1745 | loss: 0.0312074 | val_loss: 0.0312093 | Time: 1233.19 ms [2022-04-20 00:53:43 main:574] : INFO : Epoch 1746 | loss: 0.0312068 | val_loss: 0.0312054 | Time: 1267.64 ms [2022-04-20 00:53:44 main:574] : INFO : Epoch 1747 | loss: 0.0312068 | val_loss: 0.031207 | Time: 1249.22 ms [2022-04-20 00:53:45 main:574] : INFO : Epoch 1748 | loss: 0.0312101 | val_loss: 0.0312171 | Time: 1247.71 ms [2022-04-20 00:53:47 main:574] : INFO : Epoch 1749 | loss: 0.0312106 | val_loss: 0.0312079 | Time: 1202.73 ms [2022-04-20 00:53:48 main:574] : INFO : Epoch 1750 | loss: 0.0312069 | val_loss: 0.0312078 | Time: 1177.55 ms [2022-04-20 00:53:49 main:574] : INFO : Epoch 1751 | loss: 0.0312069 | val_loss: 0.0312059 | Time: 1231.27 ms [2022-04-20 00:53:50 main:574] : INFO : Epoch 1752 | loss: 0.0312072 | val_loss: 0.0312055 | Time: 1221.24 ms [2022-04-20 00:53:52 main:574] : INFO : Epoch 1753 | loss: 0.0312086 | val_loss: 0.0312063 | Time: 1264.98 ms [2022-04-20 00:53:53 main:574] : INFO : Epoch 1754 | loss: 0.0312098 | val_loss: 0.0312079 | Time: 1251.39 ms [2022-04-20 00:53:54 main:574] : INFO : Epoch 1755 | loss: 0.0312072 | val_loss: 0.0312059 | Time: 1296.62 ms [2022-04-20 00:53:55 main:574] : INFO : Epoch 1756 | loss: 0.0312095 | val_loss: 0.0312058 | Time: 1240.23 ms [2022-04-20 00:53:57 main:574] : INFO : Epoch 1757 | loss: 0.0312092 | val_loss: 0.0312055 | Time: 1298.05 ms [2022-04-20 00:53:58 main:574] : INFO : Epoch 1758 | loss: 0.0312066 | val_loss: 0.0312081 | Time: 1238.72 ms [2022-04-20 00:53:59 main:574] : INFO : Epoch 1759 | loss: 0.0312067 | val_loss: 0.031205 | Time: 1222.06 ms [2022-04-20 00:54:00 main:574] : INFO : Epoch 1760 | loss: 0.0312076 | val_loss: 0.031206 | Time: 1265.73 ms [2022-04-20 00:54:02 main:574] : INFO : Epoch 1761 | loss: 0.0312062 | val_loss: 0.0312065 | Time: 1267.81 ms [2022-04-20 00:54:03 main:574] : INFO : Epoch 1762 | loss: 0.0312094 | val_loss: 0.0312053 | Time: 1250.24 ms [2022-04-20 00:54:04 main:574] : INFO : Epoch 1763 | loss: 0.0312067 | val_loss: 0.0312085 | Time: 1218.73 ms [2022-04-20 00:54:06 main:574] : INFO : Epoch 1764 | loss: 0.031207 | val_loss: 0.0312054 | Time: 1223.22 ms [2022-04-20 00:54:07 main:574] : INFO : Epoch 1765 | loss: 0.0312079 | val_loss: 0.0312071 | Time: 1234.11 ms [2022-04-20 00:54:08 main:574] : INFO : Epoch 1766 | loss: 0.0312068 | val_loss: 0.0312063 | Time: 1276.04 ms [2022-04-20 00:54:09 main:574] : INFO : Epoch 1767 | loss: 0.0312062 | val_loss: 0.0312049 | Time: 1243.82 ms [2022-04-20 00:54:11 main:574] : INFO : Epoch 1768 | loss: 0.0312064 | val_loss: 0.031205 | Time: 1239.64 ms [2022-04-20 00:54:12 main:574] : INFO : Epoch 1769 | loss: 0.0312061 | val_loss: 0.0312046 | Time: 1219.49 ms [2022-04-20 00:54:13 main:574] : INFO : Epoch 1770 | loss: 0.0312091 | val_loss: 0.0312137 | Time: 1193.41 ms [2022-04-20 00:54:14 main:574] : INFO : Epoch 1771 | loss: 0.0312106 | val_loss: 0.0312266 | Time: 1262.19 ms [2022-04-20 00:54:16 main:574] : INFO : Epoch 1772 | loss: 0.0312126 | val_loss: 0.031213 | Time: 1278.53 ms [2022-04-20 00:54:17 main:574] : INFO : Epoch 1773 | loss: 0.0312094 | val_loss: 0.0312152 | Time: 1262.54 ms [2022-04-20 00:54:18 main:574] : INFO : Epoch 1774 | loss: 0.03121 | val_loss: 0.0312076 | Time: 1184.64 ms [2022-04-20 00:54:19 main:574] : INFO : Epoch 1775 | loss: 0.0312073 | val_loss: 0.0312063 | Time: 1247.52 ms [2022-04-20 00:54:21 main:574] : INFO : Epoch 1776 | loss: 0.0312079 | val_loss: 0.0312054 | Time: 1287.42 ms [2022-04-20 00:54:22 main:574] : INFO : Epoch 1777 | loss: 0.0312091 | val_loss: 0.0312056 | Time: 1211.27 ms [2022-04-20 00:54:23 main:574] : INFO : Epoch 1778 | loss: 0.031208 | val_loss: 0.0312061 | Time: 1226.86 ms [2022-04-20 00:54:24 main:574] : INFO : Epoch 1779 | loss: 0.031207 | val_loss: 0.0312061 | Time: 1220.17 ms [2022-04-20 00:54:26 main:574] : INFO : Epoch 1780 | loss: 0.0312075 | val_loss: 0.031205 | Time: 1217.93 ms [2022-04-20 00:54:27 main:574] : INFO : Epoch 1781 | loss: 0.0312071 | val_loss: 0.0312072 | Time: 1274.47 ms [2022-04-20 00:54:28 main:574] : INFO : Epoch 1782 | loss: 0.0312071 | val_loss: 0.0312049 | Time: 1181.74 ms [2022-04-20 00:54:29 main:574] : INFO : Epoch 1783 | loss: 0.0312062 | val_loss: 0.0312047 | Time: 1260.16 ms [2022-04-20 00:54:31 main:574] : INFO : Epoch 1784 | loss: 0.0312062 | val_loss: 0.0312066 | Time: 1304.13 ms [2022-04-20 00:54:32 main:574] : INFO : Epoch 1785 | loss: 0.0312077 | val_loss: 0.0312065 | Time: 1175.4 ms [2022-04-20 00:54:33 main:574] : INFO : Epoch 1786 | loss: 0.0312075 | val_loss: 0.0312061 | Time: 1228.12 ms [2022-04-20 00:54:34 main:574] : INFO : Epoch 1787 | loss: 0.0312085 | val_loss: 0.031208 | Time: 1341.66 ms [2022-04-20 00:54:36 main:574] : INFO : Epoch 1788 | loss: 0.0312075 | val_loss: 0.0312062 | Time: 1229.33 ms [2022-04-20 00:54:37 main:574] : INFO : Epoch 1789 | loss: 0.0312063 | val_loss: 0.0312048 | Time: 1242.59 ms [2022-04-20 00:54:38 main:574] : INFO : Epoch 1790 | loss: 0.031206 | val_loss: 0.0312082 | Time: 1260.64 ms [2022-04-20 00:54:40 main:574] : INFO : Epoch 1791 | loss: 0.0312066 | val_loss: 0.0312053 | Time: 1249.38 ms [2022-04-20 00:54:41 main:574] : INFO : Epoch 1792 | loss: 0.0312076 | val_loss: 0.0312103 | Time: 1271.69 ms [2022-04-20 00:54:42 main:574] : INFO : Epoch 1793 | loss: 0.0312126 | val_loss: 0.031216 | Time: 1178.57 ms [2022-04-20 00:54:43 main:574] : INFO : Epoch 1794 | loss: 0.0312113 | val_loss: 0.0312131 | Time: 1258.04 ms [2022-04-20 00:54:45 main:574] : INFO : Epoch 1795 | loss: 0.0312079 | val_loss: 0.0312122 | Time: 1240.15 ms [2022-04-20 00:54:46 main:574] : INFO : Epoch 1796 | loss: 0.031209 | val_loss: 0.0312057 | Time: 1207.08 ms [2022-04-20 00:54:47 main:574] : INFO : Epoch 1797 | loss: 0.0312062 | val_loss: 0.0312049 | Time: 1306.79 ms [2022-04-20 00:54:48 main:574] : INFO : Epoch 1798 | loss: 0.0312071 | val_loss: 0.0312071 | Time: 1194.44 ms [2022-04-20 00:54:50 main:574] : INFO : Epoch 1799 | loss: 0.0312077 | val_loss: 0.0312049 | Time: 1231.66 ms [2022-04-20 00:54:51 main:574] : INFO : Epoch 1800 | loss: 0.0312062 | val_loss: 0.0312049 | Time: 1182.11 ms [2022-04-20 00:54:52 main:574] : INFO : Epoch 1801 | loss: 0.0312066 | val_loss: 0.0312048 | Time: 1243.75 ms [2022-04-20 00:54:53 main:574] : INFO : Epoch 1802 | loss: 0.0312103 | val_loss: 0.0312102 | Time: 1257.26 ms [2022-04-20 00:54:55 main:574] : INFO : Epoch 1803 | loss: 0.0312092 | val_loss: 0.0312052 | Time: 1313.1 ms [2022-04-20 00:54:56 main:574] : INFO : Epoch 1804 | loss: 0.0312076 | val_loss: 0.0312062 | Time: 1226.13 ms [2022-04-20 00:54:57 main:574] : INFO : Epoch 1805 | loss: 0.0312093 | val_loss: 0.0312074 | Time: 1278.14 ms [2022-04-20 00:54:58 main:574] : INFO : Epoch 1806 | loss: 0.0312079 | val_loss: 0.031205 | Time: 1202.8 ms [2022-04-20 00:55:00 main:574] : INFO : Epoch 1807 | loss: 0.0312062 | val_loss: 0.0312048 | Time: 1213.54 ms [2022-04-20 00:55:01 main:574] : INFO : Epoch 1808 | loss: 0.031207 | val_loss: 0.0312058 | Time: 1269.17 ms [2022-04-20 00:55:02 main:574] : INFO : Epoch 1809 | loss: 0.0312061 | val_loss: 0.0312046 | Time: 1262.01 ms [2022-04-20 00:55:03 main:574] : INFO : Epoch 1810 | loss: 0.0312097 | val_loss: 0.0312084 | Time: 1293.95 ms [2022-04-20 00:55:05 main:574] : INFO : Epoch 1811 | loss: 0.0312104 | val_loss: 0.0312088 | Time: 1171.43 ms [2022-04-20 00:55:06 main:574] : INFO : Epoch 1812 | loss: 0.0312087 | val_loss: 0.0312107 | Time: 1193.34 ms [2022-04-20 00:55:07 main:574] : INFO : Epoch 1813 | loss: 0.0312084 | val_loss: 0.0312057 | Time: 1228.85 ms [2022-04-20 00:55:08 main:574] : INFO : Epoch 1814 | loss: 0.031207 | val_loss: 0.031206 | Time: 1268.23 ms [2022-04-20 00:55:10 main:574] : INFO : Epoch 1815 | loss: 0.0312063 | val_loss: 0.0312047 | Time: 1202.67 ms [2022-04-20 00:55:11 main:574] : INFO : Epoch 1816 | loss: 0.0312061 | val_loss: 0.0312049 | Time: 1280.26 ms [2022-04-20 00:55:12 main:574] : INFO : Epoch 1817 | loss: 0.0312069 | val_loss: 0.0312046 | Time: 1233.73 ms [2022-04-20 00:55:13 main:574] : INFO : Epoch 1818 | loss: 0.0312083 | val_loss: 0.0312111 | Time: 1280.94 ms [2022-04-20 00:55:15 main:574] : INFO : Epoch 1819 | loss: 0.0312095 | val_loss: 0.0312055 | Time: 1230.36 ms [2022-04-20 00:55:16 main:574] : INFO : Epoch 1820 | loss: 0.0312082 | val_loss: 0.031208 | Time: 1263.57 ms [2022-04-20 00:55:17 main:574] : INFO : Epoch 1821 | loss: 0.0312097 | val_loss: 0.0312062 | Time: 1189 ms [2022-04-20 00:55:19 main:574] : INFO : Epoch 1822 | loss: 0.0312069 | val_loss: 0.0312053 | Time: 1307.67 ms [2022-04-20 00:55:20 main:574] : INFO : Epoch 1823 | loss: 0.0312089 | val_loss: 0.0312114 | Time: 1237.32 ms [2022-04-20 00:55:21 main:574] : INFO : Epoch 1824 | loss: 0.031208 | val_loss: 0.0312055 | Time: 1297.63 ms [2022-04-20 00:55:22 main:574] : INFO : Epoch 1825 | loss: 0.0312061 | val_loss: 0.0312053 | Time: 1292.48 ms [2022-04-20 00:55:24 main:574] : INFO : Epoch 1826 | loss: 0.0312063 | val_loss: 0.0312055 | Time: 1256.64 ms [2022-04-20 00:55:25 main:574] : INFO : Epoch 1827 | loss: 0.0312063 | val_loss: 0.031207 | Time: 1240.82 ms [2022-04-20 00:55:26 main:574] : INFO : Epoch 1828 | loss: 0.0312078 | val_loss: 0.0312064 | Time: 1227.81 ms [2022-04-20 00:55:27 main:574] : INFO : Epoch 1829 | loss: 0.0312077 | val_loss: 0.0312078 | Time: 1264.59 ms [2022-04-20 00:55:29 main:574] : INFO : Epoch 1830 | loss: 0.0312092 | val_loss: 0.0312051 | Time: 1233.33 ms [2022-04-20 00:55:30 main:574] : INFO : Epoch 1831 | loss: 0.0312081 | val_loss: 0.0312074 | Time: 1237.12 ms [2022-04-20 00:55:31 main:574] : INFO : Epoch 1832 | loss: 0.031207 | val_loss: 0.0312048 | Time: 1316.6 ms [2022-04-20 00:55:33 main:574] : INFO : Epoch 1833 | loss: 0.0312067 | val_loss: 0.0312058 | Time: 1249.94 ms [2022-04-20 00:55:34 main:574] : INFO : Epoch 1834 | loss: 0.0312149 | val_loss: 0.0312097 | Time: 1325.06 ms [2022-04-20 00:55:35 main:574] : INFO : Epoch 1835 | loss: 0.0312078 | val_loss: 0.0312049 | Time: 1252.81 ms [2022-04-20 00:55:36 main:574] : INFO : Epoch 1836 | loss: 0.0312068 | val_loss: 0.0312052 | Time: 1248.14 ms [2022-04-20 00:55:38 main:574] : INFO : Epoch 1837 | loss: 0.0312091 | val_loss: 0.0312087 | Time: 1233.49 ms [2022-04-20 00:55:39 main:574] : INFO : Epoch 1838 | loss: 0.0312091 | val_loss: 0.0312051 | Time: 1263.12 ms [2022-04-20 00:55:40 main:574] : INFO : Epoch 1839 | loss: 0.0312083 | val_loss: 0.0312087 | Time: 1303.12 ms [2022-04-20 00:55:42 main:574] : INFO : Epoch 1840 | loss: 0.0312065 | val_loss: 0.0312053 | Time: 1246.9 ms [2022-04-20 00:55:43 main:574] : INFO : Epoch 1841 | loss: 0.0312067 | val_loss: 0.0312076 | Time: 1227.18 ms [2022-04-20 00:55:44 main:574] : INFO : Epoch 1842 | loss: 0.0312097 | val_loss: 0.0312056 | Time: 1168.13 ms [2022-04-20 00:55:45 main:574] : INFO : Epoch 1843 | loss: 0.0312069 | val_loss: 0.0312047 | Time: 1224.37 ms [2022-04-20 00:55:47 main:574] : INFO : Epoch 1844 | loss: 0.0312067 | val_loss: 0.0312084 | Time: 1293.38 ms [2022-04-20 00:55:48 main:574] : INFO : Epoch 1845 | loss: 0.0312064 | val_loss: 0.0312062 | Time: 1207.9 ms [2022-04-20 00:55:49 main:574] : INFO : Epoch 1846 | loss: 0.0312071 | val_loss: 0.0312051 | Time: 1243.44 ms [2022-04-20 00:55:50 main:574] : INFO : Epoch 1847 | loss: 0.0312065 | val_loss: 0.0312055 | Time: 1214.87 ms [2022-04-20 00:55:51 main:574] : INFO : Epoch 1848 | loss: 0.0312076 | val_loss: 0.0312074 | Time: 1236.82 ms [2022-04-20 00:55:53 main:574] : INFO : Epoch 1849 | loss: 0.031207 | val_loss: 0.0312047 | Time: 1238.87 ms [2022-04-20 00:55:54 main:574] : INFO : Epoch 1850 | loss: 0.0312058 | val_loss: 0.0312061 | Time: 1267.22 ms [2022-04-20 00:55:55 main:574] : INFO : Epoch 1851 | loss: 0.0312062 | val_loss: 0.0312101 | Time: 1272.59 ms [2022-04-20 00:55:57 main:574] : INFO : Epoch 1852 | loss: 0.0312088 | val_loss: 0.031209 | Time: 1220.8 ms [2022-04-20 00:55:58 main:574] : INFO : Epoch 1853 | loss: 0.0312099 | val_loss: 0.0312181 | Time: 1253.98 ms [2022-04-20 00:55:59 main:574] : INFO : Epoch 1854 | loss: 0.0312117 | val_loss: 0.0312074 | Time: 1268.04 ms [2022-04-20 00:56:00 main:574] : INFO : Epoch 1855 | loss: 0.0312065 | val_loss: 0.0312051 | Time: 1313.68 ms [2022-04-20 00:56:02 main:574] : INFO : Epoch 1856 | loss: 0.0312062 | val_loss: 0.0312047 | Time: 1237.95 ms [2022-04-20 00:56:03 main:574] : INFO : Epoch 1857 | loss: 0.0312091 | val_loss: 0.0312087 | Time: 1166.9 ms [2022-04-20 00:56:04 main:574] : INFO : Epoch 1858 | loss: 0.0312072 | val_loss: 0.0312054 | Time: 1265.37 ms [2022-04-20 00:56:05 main:574] : INFO : Epoch 1859 | loss: 0.0312074 | val_loss: 0.0312072 | Time: 1279.69 ms [2022-04-20 00:56:07 main:574] : INFO : Epoch 1860 | loss: 0.0312064 | val_loss: 0.0312054 | Time: 1317.33 ms [2022-04-20 00:56:08 main:574] : INFO : Epoch 1861 | loss: 0.0312077 | val_loss: 0.0312059 | Time: 1185.48 ms [2022-04-20 00:56:09 main:574] : INFO : Epoch 1862 | loss: 0.0312061 | val_loss: 0.0312077 | Time: 1219 ms [2022-04-20 00:56:10 main:574] : INFO : Epoch 1863 | loss: 0.031208 | val_loss: 0.031205 | Time: 1235.67 ms [2022-04-20 00:56:12 main:574] : INFO : Epoch 1864 | loss: 0.0312084 | val_loss: 0.031205 | Time: 1290.44 ms [2022-04-20 00:56:13 main:574] : INFO : Epoch 1865 | loss: 0.0312067 | val_loss: 0.031205 | Time: 1179.35 ms [2022-04-20 00:56:14 main:574] : INFO : Epoch 1866 | loss: 0.0312064 | val_loss: 0.031208 | Time: 1288.57 ms [2022-04-20 00:56:16 main:574] : INFO : Epoch 1867 | loss: 0.0312096 | val_loss: 0.0312049 | Time: 1288.53 ms [2022-04-20 00:56:17 main:574] : INFO : Epoch 1868 | loss: 0.0312112 | val_loss: 0.0312061 | Time: 1206.57 ms [2022-04-20 00:56:18 main:574] : INFO : Epoch 1869 | loss: 0.031209 | val_loss: 0.0312073 | Time: 1273.81 ms [2022-04-20 00:56:19 main:574] : INFO : Epoch 1870 | loss: 0.0312073 | val_loss: 0.0312049 | Time: 1227.58 ms [2022-04-20 00:56:21 main:574] : INFO : Epoch 1871 | loss: 0.0312066 | val_loss: 0.0312059 | Time: 1161.81 ms [2022-04-20 00:56:22 main:574] : INFO : Epoch 1872 | loss: 0.0312058 | val_loss: 0.0312045 | Time: 1178 ms [2022-04-20 00:56:23 main:574] : INFO : Epoch 1873 | loss: 0.0312068 | val_loss: 0.0312045 | Time: 1277.87 ms [2022-04-20 00:56:24 main:574] : INFO : Epoch 1874 | loss: 0.031206 | val_loss: 0.031205 | Time: 1257.32 ms [2022-04-20 00:56:26 main:574] : INFO : Epoch 1875 | loss: 0.0312068 | val_loss: 0.0312098 | Time: 1289.29 ms [2022-04-20 00:56:27 main:574] : INFO : Epoch 1876 | loss: 0.0312078 | val_loss: 0.0312088 | Time: 1257.23 ms [2022-04-20 00:56:28 main:574] : INFO : Epoch 1877 | loss: 0.0312117 | val_loss: 0.0312142 | Time: 1241.04 ms [2022-04-20 00:56:29 main:574] : INFO : Epoch 1878 | loss: 0.0312097 | val_loss: 0.0312073 | Time: 1173.37 ms [2022-04-20 00:56:31 main:574] : INFO : Epoch 1879 | loss: 0.0312075 | val_loss: 0.0312096 | Time: 1259.83 ms [2022-04-20 00:56:32 main:574] : INFO : Epoch 1880 | loss: 0.0312092 | val_loss: 0.0312053 | Time: 1216.23 ms [2022-04-20 00:56:33 main:574] : INFO : Epoch 1881 | loss: 0.0312067 | val_loss: 0.031206 | Time: 1201.49 ms [2022-04-20 00:56:34 main:574] : INFO : Epoch 1882 | loss: 0.0312092 | val_loss: 0.0312049 | Time: 1220.6 ms [2022-04-20 00:56:36 main:574] : INFO : Epoch 1883 | loss: 0.0312062 | val_loss: 0.0312046 | Time: 1185.89 ms [2022-04-20 00:56:37 main:574] : INFO : Epoch 1884 | loss: 0.0312058 | val_loss: 0.0312052 | Time: 1325.68 ms [2022-04-20 00:56:38 main:574] : INFO : Epoch 1885 | loss: 0.0312055 | val_loss: 0.031205 | Time: 1218.48 ms [2022-04-20 00:56:39 main:574] : INFO : Epoch 1886 | loss: 0.0312069 | val_loss: 0.0312058 | Time: 1259.24 ms [2022-04-20 00:56:41 main:574] : INFO : Epoch 1887 | loss: 0.0312068 | val_loss: 0.0312067 | Time: 1246.89 ms [2022-04-20 00:56:42 main:574] : INFO : Epoch 1888 | loss: 0.0312063 | val_loss: 0.0312051 | Time: 1237.51 ms [2022-04-20 00:56:43 main:574] : INFO : Epoch 1889 | loss: 0.031207 | val_loss: 0.0312052 | Time: 1252.55 ms [2022-04-20 00:56:44 main:574] : INFO : Epoch 1890 | loss: 0.0312086 | val_loss: 0.0312072 | Time: 1286.91 ms [2022-04-20 00:56:46 main:574] : INFO : Epoch 1891 | loss: 0.0312062 | val_loss: 0.0312051 | Time: 1257.26 ms [2022-04-20 00:56:47 main:574] : INFO : Epoch 1892 | loss: 0.0312065 | val_loss: 0.0312052 | Time: 1213.18 ms [2022-04-20 00:56:48 main:574] : INFO : Epoch 1893 | loss: 0.0312064 | val_loss: 0.0312065 | Time: 1267.12 ms [2022-04-20 00:56:49 main:574] : INFO : Epoch 1894 | loss: 0.0312073 | val_loss: 0.0312056 | Time: 1140.94 ms [2022-04-20 00:56:51 main:574] : INFO : Epoch 1895 | loss: 0.0312077 | val_loss: 0.0312078 | Time: 1322.62 ms [2022-04-20 00:56:52 main:574] : INFO : Epoch 1896 | loss: 0.0312065 | val_loss: 0.0312054 | Time: 1217.19 ms [2022-04-20 00:56:53 main:574] : INFO : Epoch 1897 | loss: 0.0312066 | val_loss: 0.0312052 | Time: 1225.5 ms [2022-04-20 00:56:55 main:574] : INFO : Epoch 1898 | loss: 0.0312061 | val_loss: 0.0312048 | Time: 1305.26 ms [2022-04-20 00:56:56 main:574] : INFO : Epoch 1899 | loss: 0.0312074 | val_loss: 0.0312075 | Time: 1332.84 ms [2022-04-20 00:56:57 main:574] : INFO : Epoch 1900 | loss: 0.031208 | val_loss: 0.0312055 | Time: 1278.95 ms [2022-04-20 00:56:59 main:574] : INFO : Epoch 1901 | loss: 0.031206 | val_loss: 0.031205 | Time: 1359.69 ms [2022-04-20 00:57:00 main:574] : INFO : Epoch 1902 | loss: 0.0312076 | val_loss: 0.0312104 | Time: 1235.93 ms [2022-04-20 00:57:01 main:574] : INFO : Epoch 1903 | loss: 0.0312068 | val_loss: 0.0312058 | Time: 1184.55 ms [2022-04-20 00:57:02 main:574] : INFO : Epoch 1904 | loss: 0.0312075 | val_loss: 0.0312105 | Time: 1204.79 ms [2022-04-20 00:57:04 main:574] : INFO : Epoch 1905 | loss: 0.0312085 | val_loss: 0.0312063 | Time: 1280.63 ms [2022-04-20 00:57:05 main:574] : INFO : Epoch 1906 | loss: 0.031206 | val_loss: 0.0312045 | Time: 1316.65 ms [2022-04-20 00:57:06 main:574] : INFO : Epoch 1907 | loss: 0.0312059 | val_loss: 0.031206 | Time: 1356.47 ms [2022-04-20 00:57:08 main:574] : INFO : Epoch 1908 | loss: 0.0312071 | val_loss: 0.0312048 | Time: 1274.34 ms [2022-04-20 00:57:09 main:574] : INFO : Epoch 1909 | loss: 0.0312064 | val_loss: 0.0312045 | Time: 1297.49 ms [2022-04-20 00:57:10 main:574] : INFO : Epoch 1910 | loss: 0.0312062 | val_loss: 0.0312046 | Time: 1220.86 ms [2022-04-20 00:57:11 main:574] : INFO : Epoch 1911 | loss: 0.0312073 | val_loss: 0.031205 | Time: 1249.34 ms [2022-04-20 00:57:13 main:574] : INFO : Epoch 1912 | loss: 0.031207 | val_loss: 0.0312055 | Time: 1270.42 ms [2022-04-20 00:57:14 main:574] : INFO : Epoch 1913 | loss: 0.0312056 | val_loss: 0.0312051 | Time: 1191.42 ms [2022-04-20 00:57:15 main:574] : INFO : Epoch 1914 | loss: 0.0312083 | val_loss: 0.0312129 | Time: 1208.16 ms [2022-04-20 00:57:16 main:574] : INFO : Epoch 1915 | loss: 0.0312124 | val_loss: 0.0312104 | Time: 1261.36 ms [2022-04-20 00:57:18 main:574] : INFO : Epoch 1916 | loss: 0.0312108 | val_loss: 0.0312054 | Time: 1306.03 ms [2022-04-20 00:57:19 main:574] : INFO : Epoch 1917 | loss: 0.031209 | val_loss: 0.031207 | Time: 1265.94 ms [2022-04-20 00:57:20 main:574] : INFO : Epoch 1918 | loss: 0.0312071 | val_loss: 0.0312054 | Time: 1219.54 ms [2022-04-20 00:57:21 main:574] : INFO : Epoch 1919 | loss: 0.0312072 | val_loss: 0.0312102 | Time: 1272.32 ms [2022-04-20 00:57:23 main:574] : INFO : Epoch 1920 | loss: 0.0312083 | val_loss: 0.0312047 | Time: 1326.97 ms [2022-04-20 00:57:24 main:574] : INFO : Epoch 1921 | loss: 0.0312065 | val_loss: 0.031205 | Time: 1231.92 ms [2022-04-20 00:57:25 main:574] : INFO : Epoch 1922 | loss: 0.031206 | val_loss: 0.0312052 | Time: 1203.55 ms [2022-04-20 00:57:27 main:574] : INFO : Epoch 1923 | loss: 0.0312061 | val_loss: 0.0312052 | Time: 1379.74 ms [2022-04-20 00:57:28 main:574] : INFO : Epoch 1924 | loss: 0.0312063 | val_loss: 0.0312097 | Time: 1193.03 ms [2022-04-20 00:57:29 main:574] : INFO : Epoch 1925 | loss: 0.031208 | val_loss: 0.0312061 | Time: 1220.57 ms [2022-04-20 00:57:30 main:574] : INFO : Epoch 1926 | loss: 0.0312072 | val_loss: 0.0312054 | Time: 1279.68 ms [2022-04-20 00:57:32 main:574] : INFO : Epoch 1927 | loss: 0.0312069 | val_loss: 0.0312049 | Time: 1177.23 ms [2022-04-20 00:57:33 main:574] : INFO : Epoch 1928 | loss: 0.0312067 | val_loss: 0.0312054 | Time: 1252.64 ms [2022-04-20 00:57:34 main:574] : INFO : Epoch 1929 | loss: 0.0312093 | val_loss: 0.0312055 | Time: 1230.51 ms [2022-04-20 00:57:35 main:574] : INFO : Epoch 1930 | loss: 0.0312068 | val_loss: 0.031205 | Time: 1261.91 ms [2022-04-20 00:57:37 main:574] : INFO : Epoch 1931 | loss: 0.031208 | val_loss: 0.031206 | Time: 1234.87 ms [2022-04-20 00:57:38 main:574] : INFO : Epoch 1932 | loss: 0.0312071 | val_loss: 0.0312057 | Time: 1330.48 ms [2022-04-20 00:57:39 main:574] : INFO : Epoch 1933 | loss: 0.0312079 | val_loss: 0.0312097 | Time: 1351.49 ms [2022-04-20 00:57:41 main:574] : INFO : Epoch 1934 | loss: 0.0312075 | val_loss: 0.0312072 | Time: 1300.91 ms [2022-04-20 00:57:42 main:574] : INFO : Epoch 1935 | loss: 0.0312064 | val_loss: 0.0312057 | Time: 1271.47 ms [2022-04-20 00:57:43 main:574] : INFO : Epoch 1936 | loss: 0.0312062 | val_loss: 0.031205 | Time: 1332.52 ms [2022-04-20 00:57:45 main:574] : INFO : Epoch 1937 | loss: 0.0312063 | val_loss: 0.031205 | Time: 1180.13 ms [2022-04-20 00:57:46 main:574] : INFO : Epoch 1938 | loss: 0.0312058 | val_loss: 0.0312063 | Time: 1195.93 ms [2022-04-20 00:57:47 main:574] : INFO : Epoch 1939 | loss: 0.0312069 | val_loss: 0.0312084 | Time: 1219.95 ms [2022-04-20 00:57:48 main:574] : INFO : Epoch 1940 | loss: 0.0312075 | val_loss: 0.0312055 | Time: 1217.93 ms [2022-04-20 00:57:49 main:574] : INFO : Epoch 1941 | loss: 0.0312058 | val_loss: 0.0312047 | Time: 1256.41 ms [2022-04-20 00:57:51 main:574] : INFO : Epoch 1942 | loss: 0.0312061 | val_loss: 0.0312052 | Time: 1210.47 ms [2022-04-20 00:57:52 main:574] : INFO : Epoch 1943 | loss: 0.0312069 | val_loss: 0.0312049 | Time: 1184.55 ms [2022-04-20 00:57:53 main:574] : INFO : Epoch 1944 | loss: 0.0312057 | val_loss: 0.0312046 | Time: 1286.29 ms [2022-04-20 00:57:55 main:574] : INFO : Epoch 1945 | loss: 0.0312059 | val_loss: 0.0312047 | Time: 1295.68 ms [2022-04-20 00:57:56 main:574] : INFO : Epoch 1946 | loss: 0.0312065 | val_loss: 0.0312043 | Time: 1247.74 ms [2022-04-20 00:57:57 main:574] : INFO : Epoch 1947 | loss: 0.0312106 | val_loss: 0.0312102 | Time: 1309.53 ms [2022-04-20 00:57:59 main:574] : INFO : Epoch 1948 | loss: 0.031209 | val_loss: 0.0312055 | Time: 1361.49 ms [2022-04-20 00:58:00 main:574] : INFO : Epoch 1949 | loss: 0.0312061 | val_loss: 0.0312053 | Time: 1242.75 ms [2022-04-20 00:58:01 main:574] : INFO : Epoch 1950 | loss: 0.0312067 | val_loss: 0.0312057 | Time: 1318.99 ms [2022-04-20 00:58:02 main:574] : INFO : Epoch 1951 | loss: 0.0312059 | val_loss: 0.0312046 | Time: 1316.1 ms [2022-04-20 00:58:04 main:574] : INFO : Epoch 1952 | loss: 0.0312069 | val_loss: 0.0312065 | Time: 1332.79 ms [2022-04-20 00:58:05 main:574] : INFO : Epoch 1953 | loss: 0.0312064 | val_loss: 0.0312048 | Time: 1286.65 ms [2022-04-20 00:58:06 main:574] : INFO : Epoch 1954 | loss: 0.0312074 | val_loss: 0.0312048 | Time: 1245.68 ms [2022-04-20 00:58:08 main:574] : INFO : Epoch 1955 | loss: 0.031206 | val_loss: 0.0312048 | Time: 1204.73 ms [2022-04-20 00:58:09 main:574] : INFO : Epoch 1956 | loss: 0.031206 | val_loss: 0.0312045 | Time: 1221.58 ms [2022-04-20 00:58:10 main:574] : INFO : Epoch 1957 | loss: 0.0312074 | val_loss: 0.0312053 | Time: 1284.06 ms [2022-04-20 00:58:11 main:574] : INFO : Epoch 1958 | loss: 0.0312086 | val_loss: 0.0312057 | Time: 1237.8 ms [2022-04-20 00:58:13 main:574] : INFO : Epoch 1959 | loss: 0.0312085 | val_loss: 0.0312059 | Time: 1246.75 ms [2022-04-20 00:58:14 main:574] : INFO : Epoch 1960 | loss: 0.0312146 | val_loss: 0.0312094 | Time: 1243.38 ms [2022-04-20 00:58:15 main:574] : INFO : Epoch 1961 | loss: 0.0341793 | val_loss: 0.034718 | Time: 1176.9 ms [2022-04-20 00:58:16 main:574] : INFO : Epoch 1962 | loss: 0.0326155 | val_loss: 0.0313993 | Time: 1235.06 ms [2022-04-20 00:58:18 main:574] : INFO : Epoch 1963 | loss: 0.0313773 | val_loss: 0.0312721 | Time: 1255.84 ms [2022-04-20 00:58:19 main:574] : INFO : Epoch 1964 | loss: 0.0312551 | val_loss: 0.0312277 | Time: 1210.37 ms [2022-04-20 00:58:20 main:574] : INFO : Epoch 1965 | loss: 0.0312248 | val_loss: 0.0312322 | Time: 1294.81 ms [2022-04-20 00:58:21 main:574] : INFO : Epoch 1966 | loss: 0.0312185 | val_loss: 0.0312158 | Time: 1233.65 ms [2022-04-20 00:58:23 main:574] : INFO : Epoch 1967 | loss: 0.031214 | val_loss: 0.0312106 | Time: 1216.17 ms [2022-04-20 00:58:24 main:574] : INFO : Epoch 1968 | loss: 0.0312135 | val_loss: 0.0312115 | Time: 1251.17 ms [2022-04-20 00:58:25 main:574] : INFO : Epoch 1969 | loss: 0.0312111 | val_loss: 0.0312134 | Time: 1219.55 ms [2022-04-20 00:58:26 main:574] : INFO : Epoch 1970 | loss: 0.0312101 | val_loss: 0.0312101 | Time: 1230.69 ms [2022-04-20 00:58:28 main:574] : INFO : Epoch 1971 | loss: 0.0312095 | val_loss: 0.031208 | Time: 1280.35 ms [2022-04-20 00:58:29 main:574] : INFO : Epoch 1972 | loss: 0.0312096 | val_loss: 0.0312118 | Time: 1245.75 ms [2022-04-20 00:58:30 main:574] : INFO : Epoch 1973 | loss: 0.0312092 | val_loss: 0.0312079 | Time: 1270.64 ms [2022-04-20 00:58:31 main:574] : INFO : Epoch 1974 | loss: 0.0312082 | val_loss: 0.0312073 | Time: 1265.35 ms [2022-04-20 00:58:33 main:574] : INFO : Epoch 1975 | loss: 0.0312087 | val_loss: 0.0312086 | Time: 1230.26 ms [2022-04-20 00:58:34 main:574] : INFO : Epoch 1976 | loss: 0.031214 | val_loss: 0.0312088 | Time: 1249.12 ms [2022-04-20 00:58:35 main:574] : INFO : Epoch 1977 | loss: 0.0312113 | val_loss: 0.0312073 | Time: 1245.81 ms [2022-04-20 00:58:36 main:574] : INFO : Epoch 1978 | loss: 0.0312119 | val_loss: 0.0312069 | Time: 1167.35 ms [2022-04-20 00:58:38 main:574] : INFO : Epoch 1979 | loss: 0.0312102 | val_loss: 0.031208 | Time: 1292.29 ms [2022-04-20 00:58:39 main:574] : INFO : Epoch 1980 | loss: 0.0312082 | val_loss: 0.0312072 | Time: 1211.05 ms [2022-04-20 00:58:40 main:574] : INFO : Epoch 1981 | loss: 0.0312089 | val_loss: 0.0312094 | Time: 1251.1 ms [2022-04-20 00:58:42 main:574] : INFO : Epoch 1982 | loss: 0.0312095 | val_loss: 0.0312072 | Time: 1274.05 ms [2022-04-20 00:58:43 main:574] : INFO : Epoch 1983 | loss: 0.0312075 | val_loss: 0.0312072 | Time: 1229.17 ms [2022-04-20 00:58:44 main:574] : INFO : Epoch 1984 | loss: 0.0312083 | val_loss: 0.0312103 | Time: 1227.31 ms [2022-04-20 00:58:45 main:574] : INFO : Epoch 1985 | loss: 0.0312078 | val_loss: 0.0312064 | Time: 1221.02 ms [2022-04-20 00:58:46 main:574] : INFO : Epoch 1986 | loss: 0.0312085 | val_loss: 0.0312115 | Time: 1210.43 ms [2022-04-20 00:58:48 main:574] : INFO : Epoch 1987 | loss: 0.031208 | val_loss: 0.0312065 | Time: 1300.59 ms [2022-04-20 00:58:49 main:574] : INFO : Epoch 1988 | loss: 0.0312075 | val_loss: 0.0312063 | Time: 1260.71 ms [2022-04-20 00:58:50 main:574] : INFO : Epoch 1989 | loss: 0.0312091 | val_loss: 0.0312061 | Time: 1340.93 ms [2022-04-20 00:58:52 main:574] : INFO : Epoch 1990 | loss: 0.0312101 | val_loss: 0.0312065 | Time: 1319.45 ms [2022-04-20 00:58:53 main:574] : INFO : Epoch 1991 | loss: 0.0312079 | val_loss: 0.0312091 | Time: 1211.94 ms [2022-04-20 00:58:54 main:574] : INFO : Epoch 1992 | loss: 0.0312078 | val_loss: 0.0312061 | Time: 1297.02 ms [2022-04-20 00:58:56 main:574] : INFO : Epoch 1993 | loss: 0.0312068 | val_loss: 0.0312082 | Time: 1175.27 ms [2022-04-20 00:58:57 main:574] : INFO : Epoch 1994 | loss: 0.0312085 | val_loss: 0.0312059 | Time: 1272.82 ms [2022-04-20 00:58:58 main:574] : INFO : Epoch 1995 | loss: 0.0312071 | val_loss: 0.031207 | Time: 1288.72 ms [2022-04-20 00:59:00 main:574] : INFO : Epoch 1996 | loss: 0.0312074 | val_loss: 0.0312126 | Time: 1242.24 ms [2022-04-20 00:59:01 main:574] : INFO : Epoch 1997 | loss: 0.0312111 | val_loss: 0.0312166 | Time: 1202.16 ms [2022-04-20 00:59:02 main:574] : INFO : Epoch 1998 | loss: 0.0312135 | val_loss: 0.0312067 | Time: 1252.82 ms [2022-04-20 00:59:03 main:574] : INFO : Epoch 1999 | loss: 0.0312077 | val_loss: 0.0312071 | Time: 1273.45 ms [2022-04-20 00:59:05 main:574] : INFO : Epoch 2000 | loss: 0.0312085 | val_loss: 0.0312108 | Time: 1222.36 ms [2022-04-20 00:59:06 main:574] : INFO : Epoch 2001 | loss: 0.0312079 | val_loss: 0.0312105 | Time: 1277.44 ms [2022-04-20 00:59:07 main:574] : INFO : Epoch 2002 | loss: 0.0312098 | val_loss: 0.0312068 | Time: 1194.13 ms [2022-04-20 00:59:08 main:574] : INFO : Epoch 2003 | loss: 0.0312085 | val_loss: 0.0312066 | Time: 1247.26 ms [2022-04-20 00:59:10 main:574] : INFO : Epoch 2004 | loss: 0.0312084 | val_loss: 0.0312083 | Time: 1271.62 ms [2022-04-20 00:59:11 main:574] : INFO : Epoch 2005 | loss: 0.0312078 | val_loss: 0.0312075 | Time: 1279.87 ms [2022-04-20 00:59:12 main:574] : INFO : Epoch 2006 | loss: 0.0312084 | val_loss: 0.0312058 | Time: 1276.4 ms [2022-04-20 00:59:13 main:574] : INFO : Epoch 2007 | loss: 0.0312073 | val_loss: 0.0312105 | Time: 1210.87 ms [2022-04-20 00:59:15 main:574] : INFO : Epoch 2008 | loss: 0.0312088 | val_loss: 0.0312073 | Time: 1292.1 ms [2022-04-20 00:59:16 main:574] : INFO : Epoch 2009 | loss: 0.0312076 | val_loss: 0.031209 | Time: 1257.02 ms [2022-04-20 00:59:17 main:574] : INFO : Epoch 2010 | loss: 0.0312087 | val_loss: 0.0312055 | Time: 1280.29 ms [2022-04-20 00:59:19 main:574] : INFO : Epoch 2011 | loss: 0.0312091 | val_loss: 0.031208 | Time: 1263.69 ms [2022-04-20 00:59:20 main:574] : INFO : Epoch 2012 | loss: 0.0312073 | val_loss: 0.0312063 | Time: 1221.49 ms [2022-04-20 00:59:21 main:574] : INFO : Epoch 2013 | loss: 0.0312076 | val_loss: 0.0312055 | Time: 1275.92 ms [2022-04-20 00:59:22 main:574] : INFO : Epoch 2014 | loss: 0.0312065 | val_loss: 0.0312055 | Time: 1254.97 ms [2022-04-20 00:59:24 main:574] : INFO : Epoch 2015 | loss: 0.0312065 | val_loss: 0.0312064 | Time: 1245.74 ms [2022-04-20 00:59:25 main:574] : INFO : Epoch 2016 | loss: 0.0312068 | val_loss: 0.0312057 | Time: 1229.44 ms [2022-04-20 00:59:26 main:574] : INFO : Epoch 2017 | loss: 0.0312073 | val_loss: 0.031208 | Time: 1170.74 ms [2022-04-20 00:59:27 main:574] : INFO : Epoch 2018 | loss: 0.0312074 | val_loss: 0.0312077 | Time: 1196.24 ms [2022-04-20 00:59:28 main:574] : INFO : Epoch 2019 | loss: 0.0312073 | val_loss: 0.0312052 | Time: 1228.87 ms [2022-04-20 00:59:30 main:574] : INFO : Epoch 2020 | loss: 0.0312065 | val_loss: 0.0312052 | Time: 1227.67 ms [2022-04-20 00:59:31 main:574] : INFO : Epoch 2021 | loss: 0.0312066 | val_loss: 0.031206 | Time: 1270.11 ms [2022-04-20 00:59:32 main:574] : INFO : Epoch 2022 | loss: 0.0312088 | val_loss: 0.0312057 | Time: 1202.45 ms [2022-04-20 00:59:34 main:574] : INFO : Epoch 2023 | loss: 0.0312068 | val_loss: 0.0312053 | Time: 1280.85 ms [2022-04-20 00:59:35 main:574] : INFO : Epoch 2024 | loss: 0.0312076 | val_loss: 0.0312056 | Time: 1203.7 ms [2022-04-20 00:59:36 main:574] : INFO : Epoch 2025 | loss: 0.031208 | val_loss: 0.0312058 | Time: 1282.79 ms [2022-04-20 00:59:37 main:574] : INFO : Epoch 2026 | loss: 0.0312073 | val_loss: 0.031208 | Time: 1258.86 ms [2022-04-20 00:59:39 main:574] : INFO : Epoch 2027 | loss: 0.0312081 | val_loss: 0.0312067 | Time: 1201.6 ms [2022-04-20 00:59:40 main:574] : INFO : Epoch 2028 | loss: 0.031208 | val_loss: 0.0312061 | Time: 1313.19 ms [2022-04-20 00:59:41 main:574] : INFO : Epoch 2029 | loss: 0.0312069 | val_loss: 0.0312067 | Time: 1253.93 ms [2022-04-20 00:59:42 main:574] : INFO : Epoch 2030 | loss: 0.031207 | val_loss: 0.0312053 | Time: 1293.19 ms [2022-04-20 00:59:44 main:574] : INFO : Epoch 2031 | loss: 0.0312064 | val_loss: 0.0312057 | Time: 1200.42 ms [2022-04-20 00:59:45 main:574] : INFO : Epoch 2032 | loss: 0.0312065 | val_loss: 0.0312052 | Time: 1250.01 ms [2022-04-20 00:59:46 main:574] : INFO : Epoch 2033 | loss: 0.0312067 | val_loss: 0.0312051 | Time: 1265.85 ms [2022-04-20 00:59:47 main:574] : INFO : Epoch 2034 | loss: 0.0312067 | val_loss: 0.031205 | Time: 1217.03 ms [2022-04-20 00:59:49 main:574] : INFO : Epoch 2035 | loss: 0.0312063 | val_loss: 0.0312056 | Time: 1127.63 ms [2022-04-20 00:59:50 main:574] : INFO : Epoch 2036 | loss: 0.0312063 | val_loss: 0.0312055 | Time: 1224.96 ms [2022-04-20 00:59:51 main:574] : INFO : Epoch 2037 | loss: 0.0312075 | val_loss: 0.0312061 | Time: 1248.6 ms [2022-04-20 00:59:52 main:574] : INFO : Epoch 2038 | loss: 0.0312077 | val_loss: 0.031212 | Time: 1314.29 ms [2022-04-20 00:59:54 main:574] : INFO : Epoch 2039 | loss: 0.0312096 | val_loss: 0.0312087 | Time: 1220.69 ms [2022-04-20 00:59:55 main:574] : INFO : Epoch 2040 | loss: 0.0312078 | val_loss: 0.0312064 | Time: 1261.19 ms [2022-04-20 00:59:56 main:574] : INFO : Epoch 2041 | loss: 0.0312086 | val_loss: 0.0312075 | Time: 1227.18 ms [2022-04-20 00:59:57 main:574] : INFO : Epoch 2042 | loss: 0.03121 | val_loss: 0.0312078 | Time: 1244.67 ms [2022-04-20 00:59:59 main:574] : INFO : Epoch 2043 | loss: 0.0312091 | val_loss: 0.0312057 | Time: 1333.22 ms [2022-04-20 01:00:00 main:574] : INFO : Epoch 2044 | loss: 0.0312074 | val_loss: 0.0312051 | Time: 1275.05 ms [2022-04-20 01:00:02 main:574] : INFO : Epoch 2045 | loss: 0.0312075 | val_loss: 0.0312052 | Time: 1616.8 ms [2022-04-20 01:00:03 main:574] : INFO : Epoch 2046 | loss: 0.0312067 | val_loss: 0.0312058 | Time: 1339.46 ms [2022-04-20 01:00:04 main:574] : INFO : Epoch 2047 | loss: 0.0312093 | val_loss: 0.0312079 | Time: 1234.22 ms [2022-04-20 01:00:06 main:574] : INFO : Epoch 2048 | loss: 0.0312109 | val_loss: 0.0312077 | Time: 1306.68 ms [2022-04-20 01:00:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312077 [2022-04-20 01:00:06 main:603] : INFO : Saving end state to config to file [2022-04-20 01:00:06 main:608] : INFO : Success, exiting.. 01:00:06 (5744): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)