Task 14627243
| Name | ParityModified-1647045269-29795-3-0_0 |
| Workunit | 11639824 |
| Created | 20 Apr 2022, 20:11:03 UTC |
| Sent | 20 Apr 2022, 20:11:19 UTC |
| Report deadline | 28 Apr 2022, 20:11:19 UTC |
| Received | 21 Apr 2022, 1:27:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5218 |
| Run time | 45 min 39 sec |
| CPU time | 44 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 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> : Epoch 1542 | loss: 0.0312162 | val_loss: 0.0312128 | Time: 1320.42 ms [2022-04-21 03:16:11 main:574] : INFO : Epoch 1543 | loss: 0.0312153 | val_loss: 0.0312126 | Time: 1456.31 ms [2022-04-21 03:16:13 main:574] : INFO : Epoch 1544 | loss: 0.0312158 | val_loss: 0.0312135 | Time: 1364.89 ms [2022-04-21 03:16:14 main:574] : INFO : Epoch 1545 | loss: 0.0312182 | val_loss: 0.0312134 | Time: 1341.38 ms [2022-04-21 03:16:15 main:574] : INFO : Epoch 1546 | loss: 0.0312157 | val_loss: 0.0312201 | Time: 1360.62 ms [2022-04-21 03:16:17 main:574] : INFO : Epoch 1547 | loss: 0.0312172 | val_loss: 0.0312141 | Time: 1361.95 ms [2022-04-21 03:16:18 main:574] : INFO : Epoch 1548 | loss: 0.0312172 | val_loss: 0.0312144 | Time: 1307.05 ms [2022-04-21 03:16:19 main:574] : INFO : Epoch 1549 | loss: 0.0312162 | val_loss: 0.031216 | Time: 1296.82 ms [2022-04-21 03:16:21 main:574] : INFO : Epoch 1550 | loss: 0.0312161 | val_loss: 0.0312127 | Time: 1283.81 ms [2022-04-21 03:16:22 main:574] : INFO : Epoch 1551 | loss: 0.0312152 | val_loss: 0.0312124 | Time: 1365.01 ms [2022-04-21 03:16:23 main:574] : INFO : Epoch 1552 | loss: 0.0312157 | val_loss: 0.0312187 | Time: 1332.01 ms [2022-04-21 03:16:25 main:574] : INFO : Epoch 1553 | loss: 0.0312195 | val_loss: 0.0312167 | Time: 1333.93 ms [2022-04-21 03:16:26 main:574] : INFO : Epoch 1554 | loss: 0.0312158 | val_loss: 0.0312132 | Time: 1337.67 ms [2022-04-21 03:16:27 main:574] : INFO : Epoch 1555 | loss: 0.0312163 | val_loss: 0.0312127 | Time: 1348.4 ms [2022-04-21 03:16:29 main:574] : INFO : Epoch 1556 | loss: 0.0312151 | val_loss: 0.031213 | Time: 1291.47 ms [2022-04-21 03:16:30 main:574] : INFO : Epoch 1557 | loss: 0.0312161 | val_loss: 0.0312135 | Time: 1293.15 ms [2022-04-21 03:16:31 main:574] : INFO : Epoch 1558 | loss: 0.0312151 | val_loss: 0.0312133 | Time: 1374.06 ms [2022-04-21 03:16:33 main:574] : INFO : Epoch 1559 | loss: 0.0312159 | val_loss: 0.0312132 | Time: 1297.97 ms [2022-04-21 03:16:34 main:574] : INFO : Epoch 1560 | loss: 0.0312148 | val_loss: 0.0312134 | Time: 1296.42 ms [2022-04-21 03:16:35 main:574] : INFO : Epoch 1561 | loss: 0.0312164 | val_loss: 0.0312125 | Time: 1272.64 ms [2022-04-21 03:16:37 main:574] : INFO : Epoch 1562 | loss: 0.031215 | val_loss: 0.0312129 | Time: 1371.31 ms [2022-04-21 03:16:38 main:574] : INFO : Epoch 1563 | loss: 0.031215 | val_loss: 0.0312133 | Time: 1309.8 ms [2022-04-21 03:16:39 main:574] : INFO : Epoch 1564 | loss: 0.0312149 | val_loss: 0.0312128 | Time: 1307.58 ms [2022-04-21 03:16:41 main:574] : INFO : Epoch 1565 | loss: 0.0312176 | val_loss: 0.0312195 | Time: 1298.93 ms [2022-04-21 03:16:42 main:574] : INFO : Epoch 1566 | loss: 0.0312188 | val_loss: 0.0312153 | Time: 1362.24 ms [2022-04-21 03:16:43 main:574] : INFO : Epoch 1567 | loss: 0.0312182 | val_loss: 0.0312153 | Time: 1317.07 ms [2022-04-21 03:16:45 main:574] : INFO : Epoch 1568 | loss: 0.0312163 | val_loss: 0.0312132 | Time: 1296.29 ms [2022-04-21 03:16:46 main:574] : INFO : Epoch 1569 | loss: 0.0312146 | val_loss: 0.0312123 | Time: 1286.5 ms [2022-04-21 03:16:47 main:574] : INFO : Epoch 1570 | loss: 0.0312152 | val_loss: 0.0312195 | Time: 1398.86 ms [2022-04-21 03:16:49 main:574] : INFO : Epoch 1571 | loss: 0.0312168 | val_loss: 0.0312129 | Time: 1302.09 ms [2022-04-21 03:16:50 main:574] : INFO : Epoch 1572 | loss: 0.0312162 | val_loss: 0.0312146 | Time: 1292.19 ms [2022-04-21 03:16:51 main:574] : INFO : Epoch 1573 | loss: 0.0312158 | val_loss: 0.0312123 | Time: 1298.52 ms [2022-04-21 03:16:53 main:574] : INFO : Epoch 1574 | loss: 0.0312146 | val_loss: 0.031212 | Time: 1385.67 ms [2022-04-21 03:16:54 main:574] : INFO : Epoch 1575 | loss: 0.031215 | val_loss: 0.0312119 | Time: 1297.62 ms [2022-04-21 03:16:55 main:574] : INFO : Epoch 1576 | loss: 0.0312146 | val_loss: 0.0312135 | Time: 1279.85 ms [2022-04-21 03:16:56 main:574] : INFO : Epoch 1577 | loss: 0.0312145 | val_loss: 0.0312137 | Time: 1302.95 ms [2022-04-21 03:16:58 main:574] : INFO : Epoch 1578 | loss: 0.0312144 | val_loss: 0.0312126 | Time: 1374.36 ms [2022-04-21 03:16:59 main:574] : INFO : Epoch 1579 | loss: 0.0312149 | val_loss: 0.0312153 | Time: 1282.48 ms [2022-04-21 03:17:00 main:574] : INFO : Epoch 1580 | loss: 0.0312176 | val_loss: 0.0312177 | Time: 1275.68 ms [2022-04-21 03:17:02 main:574] : INFO : Epoch 1581 | loss: 0.0312192 | val_loss: 0.0312314 | Time: 1291.77 ms [2022-04-21 03:17:03 main:574] : INFO : Epoch 1582 | loss: 0.0312206 | val_loss: 0.0312156 | Time: 1377.61 ms [2022-04-21 03:17:04 main:574] : INFO : Epoch 1583 | loss: 0.0312153 | val_loss: 0.0312133 | Time: 1302.79 ms [2022-04-21 03:17:06 main:574] : INFO : Epoch 1584 | loss: 0.0312152 | val_loss: 0.0312131 | Time: 1280.27 ms [2022-04-21 03:17:07 main:574] : INFO : Epoch 1585 | loss: 0.031215 | val_loss: 0.0312153 | Time: 1301.18 ms [2022-04-21 03:17:08 main:574] : INFO : Epoch 1586 | loss: 0.0312151 | val_loss: 0.0312134 | Time: 1513.32 ms [2022-04-21 03:17:10 main:574] : INFO : Epoch 1587 | loss: 0.0312146 | val_loss: 0.0312148 | Time: 1292.16 ms [2022-04-21 03:17:11 main:574] : INFO : Epoch 1588 | loss: 0.0312147 | val_loss: 0.0312121 | Time: 1302.02 ms [2022-04-21 03:17:12 main:574] : INFO : Epoch 1589 | loss: 0.031215 | val_loss: 0.0312123 | Time: 1307.49 ms [2022-04-21 03:17:14 main:574] : INFO : Epoch 1590 | loss: 0.0312143 | val_loss: 0.0312122 | Time: 1369.48 ms [2022-04-21 03:17:15 main:574] : INFO : Epoch 1591 | loss: 0.0312172 | val_loss: 0.0312212 | Time: 1292.18 ms [2022-04-21 03:17:16 main:574] : INFO : Epoch 1592 | loss: 0.0312162 | val_loss: 0.0312122 | Time: 1292.5 ms [2022-04-21 03:17:18 main:574] : INFO : Epoch 1593 | loss: 0.0312148 | val_loss: 0.031215 | Time: 1305.79 ms [2022-04-21 03:17:19 main:574] : INFO : Epoch 1594 | loss: 0.0312144 | val_loss: 0.031212 | Time: 1379.75 ms [2022-04-21 03:17:20 main:574] : INFO : Epoch 1595 | loss: 0.0312139 | val_loss: 0.0312125 | Time: 1287.94 ms [2022-04-21 03:17:22 main:574] : INFO : Epoch 1596 | loss: 0.0312145 | val_loss: 0.0312172 | Time: 1320.14 ms [2022-04-21 03:17:23 main:574] : INFO : Epoch 1597 | loss: 0.0312175 | val_loss: 0.0312141 | Time: 1297.01 ms [2022-04-21 03:17:24 main:574] : INFO : Epoch 1598 | loss: 0.0312176 | val_loss: 0.0312208 | Time: 1427.77 ms [2022-04-21 03:17:26 main:574] : INFO : Epoch 1599 | loss: 0.0312179 | val_loss: 0.0312127 | Time: 1279.86 ms [2022-04-21 03:17:27 main:574] : INFO : Epoch 1600 | loss: 0.0312143 | val_loss: 0.0312118 | Time: 1297.36 ms [2022-04-21 03:17:28 main:574] : INFO : Epoch 1601 | loss: 0.0312147 | val_loss: 0.0312126 | Time: 1366.13 ms [2022-04-21 03:17:30 main:574] : INFO : Epoch 1602 | loss: 0.031216 | val_loss: 0.031212 | Time: 1294.91 ms [2022-04-21 03:17:31 main:574] : INFO : Epoch 1603 | loss: 0.0312146 | val_loss: 0.0312158 | Time: 1303.54 ms [2022-04-21 03:17:32 main:574] : INFO : Epoch 1604 | loss: 0.0312155 | val_loss: 0.0312132 | Time: 1303.86 ms [2022-04-21 03:17:34 main:574] : INFO : Epoch 1605 | loss: 0.0312193 | val_loss: 0.0312133 | Time: 1374.52 ms [2022-04-21 03:17:35 main:574] : INFO : Epoch 1606 | loss: 0.0312176 | val_loss: 0.0312163 | Time: 1305.19 ms [2022-04-21 03:17:36 main:574] : INFO : Epoch 1607 | loss: 0.0312162 | val_loss: 0.0312153 | Time: 1290.42 ms [2022-04-21 03:17:38 main:574] : INFO : Epoch 1608 | loss: 0.0312147 | val_loss: 0.0312118 | Time: 1284.02 ms [2022-04-21 03:17:39 main:574] : INFO : Epoch 1609 | loss: 0.0312146 | val_loss: 0.031212 | Time: 1373.15 ms [2022-04-21 03:17:40 main:574] : INFO : Epoch 1610 | loss: 0.0312136 | val_loss: 0.0312122 | Time: 1297.45 ms [2022-04-21 03:17:41 main:574] : INFO : Epoch 1611 | loss: 0.0312157 | val_loss: 0.0312114 | Time: 1298.14 ms [2022-04-21 03:17:43 main:574] : INFO : Epoch 1612 | loss: 0.0312153 | val_loss: 0.0312207 | Time: 1287.25 ms [2022-04-21 03:17:44 main:574] : INFO : Epoch 1613 | loss: 0.0312163 | val_loss: 0.0312167 | Time: 1369.99 ms [2022-04-21 03:17:45 main:574] : INFO : Epoch 1614 | loss: 0.0312162 | val_loss: 0.0312128 | Time: 1298.92 ms [2022-04-21 03:17:47 main:574] : INFO : Epoch 1615 | loss: 0.0312148 | val_loss: 0.0312149 | Time: 1292.13 ms [2022-04-21 03:17:48 main:574] : INFO : Epoch 1616 | loss: 0.031215 | val_loss: 0.0312114 | Time: 1276.76 ms [2022-04-21 03:17:49 main:574] : INFO : Epoch 1617 | loss: 0.0312131 | val_loss: 0.0312119 | Time: 1377.8 ms [2022-04-21 03:17:51 main:574] : INFO : Epoch 1618 | loss: 0.0312142 | val_loss: 0.0312114 | Time: 1309.64 ms [2022-04-21 03:17:52 main:574] : INFO : Epoch 1619 | loss: 0.0312141 | val_loss: 0.0312151 | Time: 1289.78 ms [2022-04-21 03:17:53 main:574] : INFO : Epoch 1620 | loss: 0.0312142 | val_loss: 0.0312146 | Time: 1305.91 ms [2022-04-21 03:17:55 main:574] : INFO : Epoch 1621 | loss: 0.0312149 | val_loss: 0.0312115 | Time: 1387.46 ms [2022-04-21 03:17:56 main:574] : INFO : Epoch 1622 | loss: 0.0312138 | val_loss: 0.0312141 | Time: 1294.35 ms [2022-04-21 03:17:57 main:574] : INFO : Epoch 1623 | loss: 0.0312149 | val_loss: 0.0312125 | Time: 1285.57 ms [2022-04-21 03:17:59 main:574] : INFO : Epoch 1624 | loss: 0.0312143 | val_loss: 0.0312111 | Time: 1276.76 ms [2022-04-21 03:18:00 main:574] : INFO : Epoch 1625 | loss: 0.031213 | val_loss: 0.0312127 | Time: 1376.85 ms [2022-04-21 03:18:01 main:574] : INFO : Epoch 1626 | loss: 0.0312134 | val_loss: 0.0312134 | Time: 1290.16 ms [2022-04-21 03:18:03 main:574] : INFO : Epoch 1627 | loss: 0.0312125 | val_loss: 0.0312115 | Time: 1285.61 ms [2022-04-21 03:18:04 main:574] : INFO : Epoch 1628 | loss: 0.0312143 | val_loss: 0.0312195 | Time: 1311.1 ms [2022-04-21 03:18:05 main:574] : INFO : Epoch 1629 | loss: 0.0312152 | val_loss: 0.0312113 | Time: 1371.74 ms [2022-04-21 03:18:07 main:574] : INFO : Epoch 1630 | loss: 0.0312128 | val_loss: 0.0312134 | Time: 1299.77 ms [2022-04-21 03:18:08 main:574] : INFO : Epoch 1631 | loss: 0.0312136 | val_loss: 0.0312115 | Time: 1282.33 ms [2022-04-21 03:18:09 main:574] : INFO : Epoch 1632 | loss: 0.0312129 | val_loss: 0.0312116 | Time: 1286.36 ms [2022-04-21 03:18:10 main:574] : INFO : Epoch 1633 | loss: 0.031213 | val_loss: 0.031212 | Time: 1357.79 ms [2022-04-21 03:18:12 main:574] : INFO : Epoch 1634 | loss: 0.0312136 | val_loss: 0.0312124 | Time: 1297.67 ms [2022-04-21 03:18:13 main:574] : INFO : Epoch 1635 | loss: 0.0312144 | val_loss: 0.0312177 | Time: 1295.99 ms [2022-04-21 03:18:14 main:574] : INFO : Epoch 1636 | loss: 0.0312149 | val_loss: 0.0312111 | Time: 1293.07 ms [2022-04-21 03:18:16 main:574] : INFO : Epoch 1637 | loss: 0.0312125 | val_loss: 0.0312112 | Time: 1367.89 ms [2022-04-21 03:18:17 main:574] : INFO : Epoch 1638 | loss: 0.0312133 | val_loss: 0.0312128 | Time: 1291.22 ms [2022-04-21 03:18:18 main:574] : INFO : Epoch 1639 | loss: 0.0312131 | val_loss: 0.0312122 | Time: 1286.59 ms [2022-04-21 03:18:20 main:574] : INFO : Epoch 1640 | loss: 0.031213 | val_loss: 0.0312137 | Time: 1289.89 ms [2022-04-21 03:18:21 main:574] : INFO : Epoch 1641 | loss: 0.0312129 | val_loss: 0.0312144 | Time: 1373.26 ms [2022-04-21 03:18:22 main:574] : INFO : Epoch 1642 | loss: 0.0312154 | val_loss: 0.0312162 | Time: 1301.49 ms [2022-04-21 03:18:24 main:574] : INFO : Epoch 1643 | loss: 0.0312151 | val_loss: 0.0312178 | Time: 1289.7 ms [2022-04-21 03:18:25 main:574] : INFO : Epoch 1644 | loss: 0.0312169 | val_loss: 0.0312153 | Time: 1274.93 ms [2022-04-21 03:18:26 main:574] : INFO : Epoch 1645 | loss: 0.0312198 | val_loss: 0.0312169 | Time: 1367.35 ms [2022-04-21 03:18:28 main:574] : INFO : Epoch 1646 | loss: 0.0312155 | val_loss: 0.0312117 | Time: 1309.63 ms [2022-04-21 03:18:29 main:574] : INFO : Epoch 1647 | loss: 0.031214 | val_loss: 0.0312115 | Time: 1308.44 ms [2022-04-21 03:18:30 main:574] : INFO : Epoch 1648 | loss: 0.0312149 | val_loss: 0.0312157 | Time: 1295.12 ms [2022-04-21 03:18:32 main:574] : INFO : Epoch 1649 | loss: 0.0312147 | val_loss: 0.0312137 | Time: 1385.06 ms [2022-04-21 03:18:33 main:574] : INFO : Epoch 1650 | loss: 0.0312141 | val_loss: 0.0312133 | Time: 1296.83 ms [2022-04-21 03:18:34 main:574] : INFO : Epoch 1651 | loss: 0.0312121 | val_loss: 0.0312109 | Time: 1279.88 ms [2022-04-21 03:18:35 main:574] : INFO : Epoch 1652 | loss: 0.0312119 | val_loss: 0.0312105 | Time: 1322.42 ms [2022-04-21 03:18:37 main:574] : INFO : Epoch 1653 | loss: 0.0312154 | val_loss: 0.031211 | Time: 1347.06 ms [2022-04-21 03:18:38 main:574] : INFO : Epoch 1654 | loss: 0.031216 | val_loss: 0.0312155 | Time: 1286.32 ms [2022-04-21 03:18:39 main:574] : INFO : Epoch 1655 | loss: 0.0312128 | val_loss: 0.0312117 | Time: 1281.58 ms [2022-04-21 03:18:41 main:574] : INFO : Epoch 1656 | loss: 0.0312132 | val_loss: 0.0312108 | Time: 1354.69 ms [2022-04-21 03:18:42 main:574] : INFO : Epoch 1657 | loss: 0.0312144 | val_loss: 0.0312197 | Time: 1279.96 ms [2022-04-21 03:18:43 main:574] : INFO : Epoch 1658 | loss: 0.0312147 | val_loss: 0.0312116 | Time: 1299.17 ms [2022-04-21 03:18:45 main:574] : INFO : Epoch 1659 | loss: 0.0312128 | val_loss: 0.0312108 | Time: 1278.33 ms [2022-04-21 03:18:46 main:574] : INFO : Epoch 1660 | loss: 0.0312134 | val_loss: 0.0312146 | Time: 1363.81 ms [2022-04-21 03:18:47 main:574] : INFO : Epoch 1661 | loss: 0.0312135 | val_loss: 0.031211 | Time: 1311.14 ms [2022-04-21 03:18:49 main:574] : INFO : Epoch 1662 | loss: 0.0312126 | val_loss: 0.0312114 | Time: 1295.18 ms [2022-04-21 03:18:50 main:574] : INFO : Epoch 1663 | loss: 0.0312117 | val_loss: 0.0312131 | Time: 1279.79 ms [2022-04-21 03:18:51 main:574] : INFO : Epoch 1664 | loss: 0.031214 | val_loss: 0.0312124 | Time: 1358.31 ms [2022-04-21 03:18:53 main:574] : INFO : Epoch 1665 | loss: 0.0312143 | val_loss: 0.0312106 | Time: 1288 ms [2022-04-21 03:18:54 main:574] : INFO : Epoch 1666 | loss: 0.031213 | val_loss: 0.0312127 | Time: 1284.21 ms [2022-04-21 03:18:55 main:574] : INFO : Epoch 1667 | loss: 0.0312116 | val_loss: 0.03121 | Time: 1280.53 ms [2022-04-21 03:18:56 main:574] : INFO : Epoch 1668 | loss: 0.0312138 | val_loss: 0.0312154 | Time: 1372.24 ms [2022-04-21 03:18:58 main:574] : INFO : Epoch 1669 | loss: 0.0312179 | val_loss: 0.0312115 | Time: 1306.98 ms [2022-04-21 03:18:59 main:574] : INFO : Epoch 1670 | loss: 0.0312135 | val_loss: 0.0312103 | Time: 1300.59 ms [2022-04-21 03:19:00 main:574] : INFO : Epoch 1671 | loss: 0.031212 | val_loss: 0.0312195 | Time: 1293.58 ms [2022-04-21 03:19:02 main:574] : INFO : Epoch 1672 | loss: 0.0312138 | val_loss: 0.0312148 | Time: 1357.04 ms [2022-04-21 03:19:03 main:574] : INFO : Epoch 1673 | loss: 0.0312119 | val_loss: 0.031211 | Time: 1298.48 ms [2022-04-21 03:19:04 main:574] : INFO : Epoch 1674 | loss: 0.0312123 | val_loss: 0.0312096 | Time: 1291.02 ms [2022-04-21 03:19:06 main:574] : INFO : Epoch 1675 | loss: 0.0312114 | val_loss: 0.0312102 | Time: 1285.63 ms [2022-04-21 03:19:07 main:574] : INFO : Epoch 1676 | loss: 0.0312116 | val_loss: 0.0312106 | Time: 1366.39 ms [2022-04-21 03:19:08 main:574] : INFO : Epoch 1677 | loss: 0.0312119 | val_loss: 0.0312116 | Time: 1299.91 ms [2022-04-21 03:19:10 main:574] : INFO : Epoch 1678 | loss: 0.0312121 | val_loss: 0.0312137 | Time: 1297.38 ms [2022-04-21 03:19:11 main:574] : INFO : Epoch 1679 | loss: 0.0312138 | val_loss: 0.0312146 | Time: 1287.61 ms [2022-04-21 03:19:12 main:574] : INFO : Epoch 1680 | loss: 0.0312119 | val_loss: 0.0312095 | Time: 1378.34 ms [2022-04-21 03:19:14 main:574] : INFO : Epoch 1681 | loss: 0.031213 | val_loss: 0.0312122 | Time: 1298.2 ms [2022-04-21 03:19:15 main:574] : INFO : Epoch 1682 | loss: 0.031211 | val_loss: 0.0312093 | Time: 1291.05 ms [2022-04-21 03:19:16 main:574] : INFO : Epoch 1683 | loss: 0.031211 | val_loss: 0.0312101 | Time: 1303.27 ms [2022-04-21 03:19:18 main:574] : INFO : Epoch 1684 | loss: 0.0312113 | val_loss: 0.0312092 | Time: 1382.41 ms [2022-04-21 03:19:19 main:574] : INFO : Epoch 1685 | loss: 0.0312107 | val_loss: 0.0312094 | Time: 1296.83 ms [2022-04-21 03:19:20 main:574] : INFO : Epoch 1686 | loss: 0.0312107 | val_loss: 0.0312093 | Time: 1292.69 ms [2022-04-21 03:19:21 main:574] : INFO : Epoch 1687 | loss: 0.0312104 | val_loss: 0.0312097 | Time: 1275.8 ms [2022-04-21 03:19:23 main:574] : INFO : Epoch 1688 | loss: 0.031212 | val_loss: 0.0312106 | Time: 1372.09 ms [2022-04-21 03:19:24 main:574] : INFO : Epoch 1689 | loss: 0.0312121 | val_loss: 0.0312126 | Time: 1314.26 ms [2022-04-21 03:19:25 main:574] : INFO : Epoch 1690 | loss: 0.0312132 | val_loss: 0.0312098 | Time: 1307.05 ms [2022-04-21 03:19:27 main:574] : INFO : Epoch 1691 | loss: 0.0312127 | val_loss: 0.0312107 | Time: 1287.05 ms [2022-04-21 03:19:28 main:574] : INFO : Epoch 1692 | loss: 0.0312122 | val_loss: 0.0312139 | Time: 1350.95 ms [2022-04-21 03:19:29 main:574] : INFO : Epoch 1693 | loss: 0.0312109 | val_loss: 0.0312094 | Time: 1297.72 ms [2022-04-21 03:19:31 main:574] : INFO : Epoch 1694 | loss: 0.0312099 | val_loss: 0.0312097 | Time: 1306.65 ms [2022-04-21 03:19:32 main:574] : INFO : Epoch 1695 | loss: 0.03121 | val_loss: 0.0312097 | Time: 1294.02 ms [2022-04-21 03:19:33 main:574] : INFO : Epoch 1696 | loss: 0.0312104 | val_loss: 0.0312114 | Time: 1364.74 ms [2022-04-21 03:19:35 main:574] : INFO : Epoch 1697 | loss: 0.0312098 | val_loss: 0.0312104 | Time: 1310.03 ms [2022-04-21 03:19:36 main:574] : INFO : Epoch 1698 | loss: 0.0312121 | val_loss: 0.0312105 | Time: 1302.25 ms [2022-04-21 03:19:37 main:574] : INFO : Epoch 1699 | loss: 0.0312133 | val_loss: 0.0312089 | Time: 1292.27 ms [2022-04-21 03:19:39 main:574] : INFO : Epoch 1700 | loss: 0.0312101 | val_loss: 0.0312086 | Time: 1367.72 ms [2022-04-21 03:19:40 main:574] : INFO : Epoch 1701 | loss: 0.0312099 | val_loss: 0.0312106 | Time: 1301.69 ms [2022-04-21 03:19:41 main:574] : INFO : Epoch 1702 | loss: 0.0312099 | val_loss: 0.0312105 | Time: 1284.22 ms [2022-04-21 03:19:43 main:574] : INFO : Epoch 1703 | loss: 0.0312099 | val_loss: 0.0312097 | Time: 1295.64 ms [2022-04-21 03:19:44 main:574] : INFO : Epoch 1704 | loss: 0.0312102 | val_loss: 0.0312082 | Time: 1370.91 ms [2022-04-21 03:19:45 main:574] : INFO : Epoch 1705 | loss: 0.0312097 | val_loss: 0.0312083 | Time: 1295.27 ms [2022-04-21 03:19:47 main:574] : INFO : Epoch 1706 | loss: 0.0312095 | val_loss: 0.0312092 | Time: 1301.2 ms [2022-04-21 03:19:48 main:574] : INFO : Epoch 1707 | loss: 0.0312136 | val_loss: 0.0312119 | Time: 1324.77 ms [2022-04-21 03:19:49 main:574] : INFO : Epoch 1708 | loss: 0.0312116 | val_loss: 0.0312088 | Time: 1471.77 ms [2022-04-21 03:19:51 main:574] : INFO : Epoch 1709 | loss: 0.0312119 | val_loss: 0.0312128 | Time: 1290.86 ms [2022-04-21 03:19:52 main:574] : INFO : Epoch 1710 | loss: 0.0312119 | val_loss: 0.0312084 | Time: 1303.73 ms [2022-04-21 03:19:53 main:574] : INFO : Epoch 1711 | loss: 0.0312092 | val_loss: 0.0312083 | Time: 1373.79 ms [2022-04-21 03:19:55 main:574] : INFO : Epoch 1712 | loss: 0.0312097 | val_loss: 0.0312109 | Time: 1304.78 ms [2022-04-21 03:19:56 main:574] : INFO : Epoch 1713 | loss: 0.0312105 | val_loss: 0.0312094 | Time: 1302.18 ms [2022-04-21 03:19:57 main:574] : INFO : Epoch 1714 | loss: 0.0312118 | val_loss: 0.0312083 | Time: 1280.41 ms [2022-04-21 03:19:59 main:574] : INFO : Epoch 1715 | loss: 0.0312096 | val_loss: 0.0312085 | Time: 1356.31 ms [2022-04-21 03:20:00 main:574] : INFO : Epoch 1716 | loss: 0.0312092 | val_loss: 0.0312083 | Time: 1296.18 ms [2022-04-21 03:20:01 main:574] : INFO : Epoch 1717 | loss: 0.0312093 | val_loss: 0.0312088 | Time: 1298.96 ms [2022-04-21 03:20:02 main:574] : INFO : Epoch 1718 | loss: 0.0312104 | val_loss: 0.0312088 | Time: 1284.15 ms [2022-04-21 03:20:04 main:574] : INFO : Epoch 1719 | loss: 0.0312114 | val_loss: 0.0312081 | Time: 1355.47 ms [2022-04-21 03:20:05 main:574] : INFO : Epoch 1720 | loss: 0.0312102 | val_loss: 0.0312078 | Time: 1293 ms [2022-04-21 03:20:06 main:574] : INFO : Epoch 1721 | loss: 0.0312093 | val_loss: 0.0312107 | Time: 1308.37 ms [2022-04-21 03:20:08 main:574] : INFO : Epoch 1722 | loss: 0.0312103 | val_loss: 0.031208 | Time: 1293.8 ms [2022-04-21 03:20:09 main:574] : INFO : Epoch 1723 | loss: 0.0312098 | val_loss: 0.0312076 | Time: 1356.04 ms [2022-04-21 03:20:10 main:574] : INFO : Epoch 1724 | loss: 0.0312086 | val_loss: 0.0312085 | Time: 1289.11 ms [2022-04-21 03:20:12 main:574] : INFO : Epoch 1725 | loss: 0.0312099 | val_loss: 0.0312097 | Time: 1289.51 ms [2022-04-21 03:20:13 main:574] : INFO : Epoch 1726 | loss: 0.0312129 | val_loss: 0.031208 | Time: 1307.12 ms [2022-04-21 03:20:14 main:574] : INFO : Epoch 1727 | loss: 0.0312117 | val_loss: 0.031208 | Time: 1379.15 ms [2022-04-21 03:20:16 main:574] : INFO : Epoch 1728 | loss: 0.0312102 | val_loss: 0.0312095 | Time: 1292.91 ms [2022-04-21 03:20:17 main:574] : INFO : Epoch 1729 | loss: 0.0312114 | val_loss: 0.031208 | Time: 1299.87 ms [2022-04-21 03:20:18 main:574] : INFO : Epoch 1730 | loss: 0.0312103 | val_loss: 0.0312109 | Time: 1286.62 ms [2022-04-21 03:20:20 main:574] : INFO : Epoch 1731 | loss: 0.0312091 | val_loss: 0.0312073 | Time: 1375.07 ms [2022-04-21 03:20:21 main:574] : INFO : Epoch 1732 | loss: 0.0312087 | val_loss: 0.0312078 | Time: 1290.9 ms [2022-04-21 03:20:22 main:574] : INFO : Epoch 1733 | loss: 0.0312102 | val_loss: 0.0312122 | Time: 1293.43 ms [2022-04-21 03:20:24 main:574] : INFO : Epoch 1734 | loss: 0.0312126 | val_loss: 0.0312077 | Time: 1319.54 ms [2022-04-21 03:20:25 main:574] : INFO : Epoch 1735 | loss: 0.0312093 | val_loss: 0.0312085 | Time: 1369.8 ms [2022-04-21 03:20:26 main:574] : INFO : Epoch 1736 | loss: 0.0312087 | val_loss: 0.0312079 | Time: 1297.51 ms [2022-04-21 03:20:27 main:574] : INFO : Epoch 1737 | loss: 0.0312149 | val_loss: 0.0312159 | Time: 1285.08 ms [2022-04-21 03:20:29 main:574] : INFO : Epoch 1738 | loss: 0.0312134 | val_loss: 0.0312113 | Time: 1330.34 ms [2022-04-21 03:20:30 main:574] : INFO : Epoch 1739 | loss: 0.0312097 | val_loss: 0.0312069 | Time: 1358.28 ms [2022-04-21 03:20:31 main:574] : INFO : Epoch 1740 | loss: 0.0312105 | val_loss: 0.0312076 | Time: 1313.58 ms [2022-04-21 03:20:33 main:574] : INFO : Epoch 1741 | loss: 0.031211 | val_loss: 0.031213 | Time: 1283.12 ms [2022-04-21 03:20:34 main:574] : INFO : Epoch 1742 | loss: 0.0312106 | val_loss: 0.0312067 | Time: 1279.84 ms [2022-04-21 03:20:35 main:574] : INFO : Epoch 1743 | loss: 0.03121 | val_loss: 0.0312101 | Time: 1350.91 ms [2022-04-21 03:20:37 main:574] : INFO : Epoch 1744 | loss: 0.0312099 | val_loss: 0.0312101 | Time: 1286.2 ms [2022-04-21 03:20:38 main:574] : INFO : Epoch 1745 | loss: 0.0312107 | val_loss: 0.0312076 | Time: 1289.87 ms [2022-04-21 03:20:39 main:574] : INFO : Epoch 1746 | loss: 0.0312087 | val_loss: 0.0312065 | Time: 1292.62 ms [2022-04-21 03:20:41 main:574] : INFO : Epoch 1747 | loss: 0.0312079 | val_loss: 0.0312064 | Time: 1384.56 ms [2022-04-21 03:20:42 main:574] : INFO : Epoch 1748 | loss: 0.0312081 | val_loss: 0.0312068 | Time: 1299.04 ms [2022-04-21 03:20:43 main:574] : INFO : Epoch 1749 | loss: 0.0312077 | val_loss: 0.0312064 | Time: 1305.21 ms [2022-04-21 03:20:45 main:574] : INFO : Epoch 1750 | loss: 0.0312088 | val_loss: 0.0312072 | Time: 1305.76 ms [2022-04-21 03:20:46 main:574] : INFO : Epoch 1751 | loss: 0.0312076 | val_loss: 0.0312076 | Time: 1381.02 ms [2022-04-21 03:20:47 main:574] : INFO : Epoch 1752 | loss: 0.0312077 | val_loss: 0.0312061 | Time: 1287.38 ms [2022-04-21 03:20:49 main:574] : INFO : Epoch 1753 | loss: 0.0312073 | val_loss: 0.0312064 | Time: 1304.41 ms [2022-04-21 03:20:50 main:574] : INFO : Epoch 1754 | loss: 0.0312076 | val_loss: 0.0312079 | Time: 1300.31 ms [2022-04-21 03:20:51 main:574] : INFO : Epoch 1755 | loss: 0.0312081 | val_loss: 0.031207 | Time: 1376.85 ms [2022-04-21 03:20:53 main:574] : INFO : Epoch 1756 | loss: 0.0312075 | val_loss: 0.031211 | Time: 1298.98 ms [2022-04-21 03:20:54 main:574] : INFO : Epoch 1757 | loss: 0.0312082 | val_loss: 0.0312064 | Time: 1302.29 ms [2022-04-21 03:20:55 main:574] : INFO : Epoch 1758 | loss: 0.0312082 | val_loss: 0.0312072 | Time: 1324.2 ms [2022-04-21 03:20:57 main:574] : INFO : Epoch 1759 | loss: 0.0312082 | val_loss: 0.0312095 | Time: 1330.66 ms [2022-04-21 03:20:58 main:574] : INFO : Epoch 1760 | loss: 0.0312074 | val_loss: 0.0312068 | Time: 1287.06 ms [2022-04-21 03:20:59 main:574] : INFO : Epoch 1761 | loss: 0.0312092 | val_loss: 0.0312079 | Time: 1285.14 ms [2022-04-21 03:21:01 main:574] : INFO : Epoch 1762 | loss: 0.0312091 | val_loss: 0.0312069 | Time: 1379.96 ms [2022-04-21 03:21:02 main:574] : INFO : Epoch 1763 | loss: 0.0312079 | val_loss: 0.0312097 | Time: 1316.51 ms [2022-04-21 03:21:03 main:574] : INFO : Epoch 1764 | loss: 0.031208 | val_loss: 0.0312062 | Time: 1294.72 ms [2022-04-21 03:21:04 main:574] : INFO : Epoch 1765 | loss: 0.0312092 | val_loss: 0.0312195 | Time: 1292.48 ms [2022-04-21 03:21:06 main:574] : INFO : Epoch 1766 | loss: 0.0312176 | val_loss: 0.0312121 | Time: 1366.08 ms [2022-04-21 03:21:07 main:574] : INFO : Epoch 1767 | loss: 0.0312084 | val_loss: 0.0312073 | Time: 1313.98 ms [2022-04-21 03:21:08 main:574] : INFO : Epoch 1768 | loss: 0.0312075 | val_loss: 0.0312069 | Time: 1293.63 ms [2022-04-21 03:21:10 main:574] : INFO : Epoch 1769 | loss: 0.031207 | val_loss: 0.0312063 | Time: 1310.02 ms [2022-04-21 03:21:11 main:574] : INFO : Epoch 1770 | loss: 0.0312089 | val_loss: 0.0312078 | Time: 1373.57 ms [2022-04-21 03:21:12 main:574] : INFO : Epoch 1771 | loss: 0.031208 | val_loss: 0.0312085 | Time: 1306.03 ms [2022-04-21 03:21:14 main:574] : INFO : Epoch 1772 | loss: 0.0312072 | val_loss: 0.0312059 | Time: 1291.35 ms [2022-04-21 03:21:15 main:574] : INFO : Epoch 1773 | loss: 0.0312065 | val_loss: 0.0312054 | Time: 1285.59 ms [2022-04-21 03:21:16 main:574] : INFO : Epoch 1774 | loss: 0.0312074 | val_loss: 0.0312084 | Time: 1362.51 ms [2022-04-21 03:21:18 main:574] : INFO : Epoch 1775 | loss: 0.0312083 | val_loss: 0.031206 | Time: 1291.25 ms [2022-04-21 03:21:19 main:574] : INFO : Epoch 1776 | loss: 0.0312065 | val_loss: 0.0312057 | Time: 1281.44 ms [2022-04-21 03:21:20 main:574] : INFO : Epoch 1777 | loss: 0.0312065 | val_loss: 0.0312059 | Time: 1296.97 ms [2022-04-21 03:21:22 main:574] : INFO : Epoch 1778 | loss: 0.0312065 | val_loss: 0.031207 | Time: 1368.49 ms [2022-04-21 03:21:23 main:574] : INFO : Epoch 1779 | loss: 0.0312073 | val_loss: 0.0312063 | Time: 1294.28 ms [2022-04-21 03:21:24 main:574] : INFO : Epoch 1780 | loss: 0.031207 | val_loss: 0.0312067 | Time: 1297.22 ms [2022-04-21 03:21:25 main:574] : INFO : Epoch 1781 | loss: 0.0312074 | val_loss: 0.0312055 | Time: 1293.21 ms [2022-04-21 03:21:27 main:574] : INFO : Epoch 1782 | loss: 0.0312069 | val_loss: 0.0312067 | Time: 1376.28 ms [2022-04-21 03:21:28 main:574] : INFO : Epoch 1783 | loss: 0.0312072 | val_loss: 0.0312082 | Time: 1297.66 ms [2022-04-21 03:21:29 main:574] : INFO : Epoch 1784 | loss: 0.0312068 | val_loss: 0.0312113 | Time: 1288.75 ms [2022-04-21 03:21:31 main:574] : INFO : Epoch 1785 | loss: 0.0312067 | val_loss: 0.0312068 | Time: 1275.98 ms [2022-04-21 03:21:32 main:574] : INFO : Epoch 1786 | loss: 0.0312088 | val_loss: 0.0312056 | Time: 1385.79 ms [2022-04-21 03:21:33 main:574] : INFO : Epoch 1787 | loss: 0.0312064 | val_loss: 0.0312056 | Time: 1303.86 ms [2022-04-21 03:21:35 main:574] : INFO : Epoch 1788 | loss: 0.0312061 | val_loss: 0.0312067 | Time: 1290.99 ms [2022-04-21 03:21:36 main:574] : INFO : Epoch 1789 | loss: 0.0312067 | val_loss: 0.0312068 | Time: 1291.57 ms [2022-04-21 03:21:37 main:574] : INFO : Epoch 1790 | loss: 0.0312072 | val_loss: 0.0312091 | Time: 1374.04 ms [2022-04-21 03:21:39 main:574] : INFO : Epoch 1791 | loss: 0.0312079 | val_loss: 0.031207 | Time: 1307.07 ms [2022-04-21 03:21:40 main:574] : INFO : Epoch 1792 | loss: 0.031206 | val_loss: 0.0312057 | Time: 1279.41 ms [2022-04-21 03:21:41 main:574] : INFO : Epoch 1793 | loss: 0.0312068 | val_loss: 0.0312073 | Time: 1300.81 ms [2022-04-21 03:21:43 main:574] : INFO : Epoch 1794 | loss: 0.031207 | val_loss: 0.0312055 | Time: 1369.53 ms [2022-04-21 03:21:44 main:574] : INFO : Epoch 1795 | loss: 0.0312057 | val_loss: 0.031205 | Time: 1300.25 ms [2022-04-21 03:21:45 main:574] : INFO : Epoch 1796 | loss: 0.031206 | val_loss: 0.0312062 | Time: 1304.79 ms [2022-04-21 03:21:47 main:574] : INFO : Epoch 1797 | loss: 0.0312066 | val_loss: 0.0312067 | Time: 1281.36 ms [2022-04-21 03:21:48 main:574] : INFO : Epoch 1798 | loss: 0.0312071 | val_loss: 0.031207 | Time: 1376.79 ms [2022-04-21 03:21:49 main:574] : INFO : Epoch 1799 | loss: 0.0312059 | val_loss: 0.0312054 | Time: 1307.11 ms [2022-04-21 03:21:51 main:574] : INFO : Epoch 1800 | loss: 0.031206 | val_loss: 0.0312059 | Time: 1310.31 ms [2022-04-21 03:21:52 main:574] : INFO : Epoch 1801 | loss: 0.031206 | val_loss: 0.0312054 | Time: 1287.79 ms [2022-04-21 03:21:53 main:574] : INFO : Epoch 1802 | loss: 0.0312066 | val_loss: 0.0312064 | Time: 1373.23 ms [2022-04-21 03:21:55 main:574] : INFO : Epoch 1803 | loss: 0.0312066 | val_loss: 0.0312072 | Time: 1295.48 ms [2022-04-21 03:21:56 main:574] : INFO : Epoch 1804 | loss: 0.0312069 | val_loss: 0.0312102 | Time: 1276 ms [2022-04-21 03:21:57 main:574] : INFO : Epoch 1805 | loss: 0.0312077 | val_loss: 0.0312068 | Time: 1285.4 ms [2022-04-21 03:21:58 main:574] : INFO : Epoch 1806 | loss: 0.0312059 | val_loss: 0.0312049 | Time: 1381.6 ms [2022-04-21 03:22:00 main:574] : INFO : Epoch 1807 | loss: 0.0312053 | val_loss: 0.0312049 | Time: 1286.32 ms [2022-04-21 03:22:01 main:574] : INFO : Epoch 1808 | loss: 0.0312059 | val_loss: 0.0312052 | Time: 1291.93 ms [2022-04-21 03:22:02 main:574] : INFO : Epoch 1809 | loss: 0.0312091 | val_loss: 0.0312117 | Time: 1291.12 ms [2022-04-21 03:22:04 main:574] : INFO : Epoch 1810 | loss: 0.0312101 | val_loss: 0.0312064 | Time: 1387.53 ms [2022-04-21 03:22:05 main:574] : INFO : Epoch 1811 | loss: 0.0312066 | val_loss: 0.0312073 | Time: 1298.97 ms [2022-04-21 03:22:06 main:574] : INFO : Epoch 1812 | loss: 0.0312054 | val_loss: 0.0312053 | Time: 1292.05 ms [2022-04-21 03:22:08 main:574] : INFO : Epoch 1813 | loss: 0.0312053 | val_loss: 0.0312052 | Time: 1341.74 ms [2022-04-21 03:22:09 main:574] : INFO : Epoch 1814 | loss: 0.031206 | val_loss: 0.0312077 | Time: 1339.82 ms [2022-04-21 03:22:10 main:574] : INFO : Epoch 1815 | loss: 0.031207 | val_loss: 0.0312052 | Time: 1293.86 ms [2022-04-21 03:22:12 main:574] : INFO : Epoch 1816 | loss: 0.0312062 | val_loss: 0.0312051 | Time: 1283.61 ms [2022-04-21 03:22:13 main:574] : INFO : Epoch 1817 | loss: 0.0312092 | val_loss: 0.0312055 | Time: 1360.2 ms [2022-04-21 03:22:14 main:574] : INFO : Epoch 1818 | loss: 0.0312046 | val_loss: 0.0312054 | Time: 1289.14 ms [2022-04-21 03:22:16 main:574] : INFO : Epoch 1819 | loss: 0.0312094 | val_loss: 0.0312054 | Time: 1293.93 ms [2022-04-21 03:22:17 main:574] : INFO : Epoch 1820 | loss: 0.0312077 | val_loss: 0.0312082 | Time: 1295.17 ms [2022-04-21 03:22:18 main:574] : INFO : Epoch 1821 | loss: 0.0312077 | val_loss: 0.0312058 | Time: 1353.11 ms [2022-04-21 03:22:20 main:574] : INFO : Epoch 1822 | loss: 0.0312092 | val_loss: 0.0312091 | Time: 1295.64 ms [2022-04-21 03:22:21 main:574] : INFO : Epoch 1823 | loss: 0.0312088 | val_loss: 0.0312069 | Time: 1294.17 ms [2022-04-21 03:22:22 main:574] : INFO : Epoch 1824 | loss: 0.0312071 | val_loss: 0.0312093 | Time: 1288.77 ms [2022-04-21 03:22:24 main:574] : INFO : Epoch 1825 | loss: 0.0312077 | val_loss: 0.0312064 | Time: 1390.86 ms [2022-04-21 03:22:25 main:574] : INFO : Epoch 1826 | loss: 0.0312056 | val_loss: 0.0312057 | Time: 1308.76 ms [2022-04-21 03:22:26 main:574] : INFO : Epoch 1827 | loss: 0.0312085 | val_loss: 0.0312063 | Time: 1287.39 ms [2022-04-21 03:22:27 main:574] : INFO : Epoch 1828 | loss: 0.0312067 | val_loss: 0.0312049 | Time: 1286.85 ms [2022-04-21 03:22:29 main:574] : INFO : Epoch 1829 | loss: 0.0312056 | val_loss: 0.0312052 | Time: 1381.31 ms [2022-04-21 03:22:30 main:574] : INFO : Epoch 1830 | loss: 0.0312048 | val_loss: 0.0312054 | Time: 1293.46 ms [2022-04-21 03:22:31 main:574] : INFO : Epoch 1831 | loss: 0.0312078 | val_loss: 0.0312053 | Time: 1299.12 ms [2022-04-21 03:22:33 main:574] : INFO : Epoch 1832 | loss: 0.0312067 | val_loss: 0.0312048 | Time: 1285.7 ms [2022-04-21 03:22:34 main:574] : INFO : Epoch 1833 | loss: 0.0312047 | val_loss: 0.0312048 | Time: 1361.95 ms [2022-04-21 03:22:35 main:574] : INFO : Epoch 1834 | loss: 0.0312042 | val_loss: 0.0312043 | Time: 1297.93 ms [2022-04-21 03:22:37 main:574] : INFO : Epoch 1835 | loss: 0.0312067 | val_loss: 0.0312077 | Time: 1293.26 ms [2022-04-21 03:22:38 main:574] : INFO : Epoch 1836 | loss: 0.0312064 | val_loss: 0.0312124 | Time: 1296.07 ms [2022-04-21 03:22:39 main:574] : INFO : Epoch 1837 | loss: 0.031207 | val_loss: 0.0312061 | Time: 1386.7 ms [2022-04-21 03:22:41 main:574] : INFO : Epoch 1838 | loss: 0.0312053 | val_loss: 0.0312053 | Time: 1284.21 ms [2022-04-21 03:22:42 main:574] : INFO : Epoch 1839 | loss: 0.0312041 | val_loss: 0.0312063 | Time: 1288.29 ms [2022-04-21 03:22:43 main:574] : INFO : Epoch 1840 | loss: 0.0312053 | val_loss: 0.0312046 | Time: 1279.46 ms [2022-04-21 03:22:45 main:574] : INFO : Epoch 1841 | loss: 0.031204 | val_loss: 0.0312048 | Time: 1367.38 ms [2022-04-21 03:22:46 main:574] : INFO : Epoch 1842 | loss: 0.0312038 | val_loss: 0.0312047 | Time: 1300.99 ms [2022-04-21 03:22:47 main:574] : INFO : Epoch 1843 | loss: 0.031204 | val_loss: 0.0312044 | Time: 1285.35 ms [2022-04-21 03:22:48 main:574] : INFO : Epoch 1844 | loss: 0.0312041 | val_loss: 0.031205 | Time: 1333.34 ms [2022-04-21 03:22:50 main:574] : INFO : Epoch 1845 | loss: 0.0312062 | val_loss: 0.0312048 | Time: 1369.76 ms [2022-04-21 03:22:51 main:574] : INFO : Epoch 1846 | loss: 0.0312053 | val_loss: 0.0312064 | Time: 1298.79 ms [2022-04-21 03:22:52 main:574] : INFO : Epoch 1847 | loss: 0.0312073 | val_loss: 0.0312055 | Time: 1293.34 ms [2022-04-21 03:22:54 main:574] : INFO : Epoch 1848 | loss: 0.0312037 | val_loss: 0.0312045 | Time: 1297.7 ms [2022-04-21 03:22:55 main:574] : INFO : Epoch 1849 | loss: 0.0312042 | val_loss: 0.0312042 | Time: 1377.18 ms [2022-04-21 03:22:56 main:574] : INFO : Epoch 1850 | loss: 0.0312053 | val_loss: 0.0312088 | Time: 1293.13 ms [2022-04-21 03:22:58 main:574] : INFO : Epoch 1851 | loss: 0.0312051 | val_loss: 0.0312038 | Time: 1295.45 ms [2022-04-21 03:22:59 main:574] : INFO : Epoch 1852 | loss: 0.0312033 | val_loss: 0.0312038 | Time: 1299.44 ms [2022-04-21 03:23:00 main:574] : INFO : Epoch 1853 | loss: 0.0312034 | val_loss: 0.0312055 | Time: 1376.17 ms [2022-04-21 03:23:02 main:574] : INFO : Epoch 1854 | loss: 0.0312037 | val_loss: 0.0312039 | Time: 1313.99 ms [2022-04-21 03:23:03 main:574] : INFO : Epoch 1855 | loss: 0.0312038 | val_loss: 0.0312037 | Time: 1284.56 ms [2022-04-21 03:23:04 main:574] : INFO : Epoch 1856 | loss: 0.0312044 | val_loss: 0.031204 | Time: 1292.18 ms [2022-04-21 03:23:06 main:574] : INFO : Epoch 1857 | loss: 0.0312055 | val_loss: 0.0312047 | Time: 1374.4 ms [2022-04-21 03:23:07 main:574] : INFO : Epoch 1858 | loss: 0.0312033 | val_loss: 0.0312047 | Time: 1310.8 ms [2022-04-21 03:23:08 main:574] : INFO : Epoch 1859 | loss: 0.0312033 | val_loss: 0.0312045 | Time: 1297.12 ms [2022-04-21 03:23:10 main:574] : INFO : Epoch 1860 | loss: 0.0312032 | val_loss: 0.0312093 | Time: 1304.62 ms [2022-04-21 03:23:11 main:574] : INFO : Epoch 1861 | loss: 0.0312034 | val_loss: 0.031208 | Time: 1389.43 ms [2022-04-21 03:23:12 main:574] : INFO : Epoch 1862 | loss: 0.0312037 | val_loss: 0.0312067 | Time: 1298.71 ms [2022-04-21 03:23:14 main:574] : INFO : Epoch 1863 | loss: 0.0312046 | val_loss: 0.0312051 | Time: 1294.21 ms [2022-04-21 03:23:15 main:574] : INFO : Epoch 1864 | loss: 0.0312039 | val_loss: 0.0312049 | Time: 1313.75 ms [2022-04-21 03:23:16 main:574] : INFO : Epoch 1865 | loss: 0.031203 | val_loss: 0.0312036 | Time: 1354.93 ms [2022-04-21 03:23:18 main:574] : INFO : Epoch 1866 | loss: 0.0312032 | val_loss: 0.0312043 | Time: 1300.38 ms [2022-04-21 03:23:19 main:574] : INFO : Epoch 1867 | loss: 0.0312039 | val_loss: 0.0312082 | Time: 1298.32 ms [2022-04-21 03:23:20 main:574] : INFO : Epoch 1868 | loss: 0.0312063 | val_loss: 0.0312095 | Time: 1367.06 ms [2022-04-21 03:23:22 main:574] : INFO : Epoch 1869 | loss: 0.0312123 | val_loss: 0.0312123 | Time: 1304.57 ms [2022-04-21 03:23:23 main:574] : INFO : Epoch 1870 | loss: 0.0312049 | val_loss: 0.031205 | Time: 1295.73 ms [2022-04-21 03:23:24 main:574] : INFO : Epoch 1871 | loss: 0.031204 | val_loss: 0.031206 | Time: 1289.53 ms [2022-04-21 03:23:26 main:574] : INFO : Epoch 1872 | loss: 0.0312041 | val_loss: 0.0312076 | Time: 1373.45 ms [2022-04-21 03:23:27 main:574] : INFO : Epoch 1873 | loss: 0.0312028 | val_loss: 0.0312037 | Time: 1285.47 ms [2022-04-21 03:23:28 main:574] : INFO : Epoch 1874 | loss: 0.0312023 | val_loss: 0.031204 | Time: 1282.35 ms [2022-04-21 03:23:29 main:574] : INFO : Epoch 1875 | loss: 0.0312021 | val_loss: 0.0312048 | Time: 1286.06 ms [2022-04-21 03:23:31 main:574] : INFO : Epoch 1876 | loss: 0.0312027 | val_loss: 0.0312032 | Time: 1361.24 ms [2022-04-21 03:23:32 main:574] : INFO : Epoch 1877 | loss: 0.0312021 | val_loss: 0.0312033 | Time: 1316.58 ms [2022-04-21 03:23:33 main:574] : INFO : Epoch 1878 | loss: 0.0312037 | val_loss: 0.0312068 | Time: 1297.32 ms [2022-04-21 03:23:35 main:574] : INFO : Epoch 1879 | loss: 0.0312021 | val_loss: 0.0312034 | Time: 1291.27 ms [2022-04-21 03:23:36 main:574] : INFO : Epoch 1880 | loss: 0.0312043 | val_loss: 0.0312086 | Time: 1376.65 ms [2022-04-21 03:23:37 main:574] : INFO : Epoch 1881 | loss: 0.031206 | val_loss: 0.0312064 | Time: 1299.24 ms [2022-04-21 03:23:39 main:574] : INFO : Epoch 1882 | loss: 0.0312022 | val_loss: 0.0312032 | Time: 1294.43 ms [2022-04-21 03:23:40 main:574] : INFO : Epoch 1883 | loss: 0.0312024 | val_loss: 0.0312089 | Time: 1284.62 ms [2022-04-21 03:23:41 main:574] : INFO : Epoch 1884 | loss: 0.0312052 | val_loss: 0.0312077 | Time: 1372.95 ms [2022-04-21 03:23:43 main:574] : INFO : Epoch 1885 | loss: 0.0312062 | val_loss: 0.0312076 | Time: 1315.49 ms [2022-04-21 03:23:44 main:574] : INFO : Epoch 1886 | loss: 0.0312031 | val_loss: 0.0312029 | Time: 1296.76 ms [2022-04-21 03:23:45 main:574] : INFO : Epoch 1887 | loss: 0.0312029 | val_loss: 0.0312029 | Time: 1283.52 ms [2022-04-21 03:23:47 main:574] : INFO : Epoch 1888 | loss: 0.0312021 | val_loss: 0.0312025 | Time: 1361.13 ms [2022-04-21 03:23:48 main:574] : INFO : Epoch 1889 | loss: 0.0312016 | val_loss: 0.0312026 | Time: 1322.74 ms [2022-04-21 03:23:49 main:574] : INFO : Epoch 1890 | loss: 0.0312039 | val_loss: 0.0312025 | Time: 1287.62 ms [2022-04-21 03:23:50 main:574] : INFO : Epoch 1891 | loss: 0.0312024 | val_loss: 0.0312026 | Time: 1285.83 ms [2022-04-21 03:23:52 main:574] : INFO : Epoch 1892 | loss: 0.0312016 | val_loss: 0.0312031 | Time: 1371.34 ms [2022-04-21 03:23:53 main:574] : INFO : Epoch 1893 | loss: 0.0312011 | val_loss: 0.0312026 | Time: 1286.29 ms [2022-04-21 03:23:54 main:574] : INFO : Epoch 1894 | loss: 0.0312016 | val_loss: 0.0312056 | Time: 1290.02 ms [2022-04-21 03:23:56 main:574] : INFO : Epoch 1895 | loss: 0.0312031 | val_loss: 0.0312024 | Time: 1275.72 ms [2022-04-21 03:23:57 main:574] : INFO : Epoch 1896 | loss: 0.0312019 | val_loss: 0.0312045 | Time: 1373.64 ms [2022-04-21 03:23:58 main:574] : INFO : Epoch 1897 | loss: 0.0312019 | val_loss: 0.0312041 | Time: 1294.88 ms [2022-04-21 03:24:00 main:574] : INFO : Epoch 1898 | loss: 0.0312017 | val_loss: 0.0312037 | Time: 1298.83 ms [2022-04-21 03:24:01 main:574] : INFO : Epoch 1899 | loss: 0.0312012 | val_loss: 0.0312024 | Time: 1290.27 ms [2022-04-21 03:24:02 main:574] : INFO : Epoch 1900 | loss: 0.0312016 | val_loss: 0.0312029 | Time: 1356.14 ms [2022-04-21 03:24:04 main:574] : INFO : Epoch 1901 | loss: 0.0312026 | val_loss: 0.0312051 | Time: 1288.55 ms [2022-04-21 03:24:05 main:574] : INFO : Epoch 1902 | loss: 0.0312024 | val_loss: 0.0312063 | Time: 1295.49 ms [2022-04-21 03:24:06 main:574] : INFO : Epoch 1903 | loss: 0.0312014 | val_loss: 0.0312022 | Time: 1290.52 ms [2022-04-21 03:24:08 main:574] : INFO : Epoch 1904 | loss: 0.0312009 | val_loss: 0.0312043 | Time: 1373.04 ms [2022-04-21 03:24:09 main:574] : INFO : Epoch 1905 | loss: 0.0312011 | val_loss: 0.031202 | Time: 1295.05 ms [2022-04-21 03:24:10 main:574] : INFO : Epoch 1906 | loss: 0.0312011 | val_loss: 0.0312042 | Time: 1292.25 ms [2022-04-21 03:24:12 main:574] : INFO : Epoch 1907 | loss: 0.0312005 | val_loss: 0.0312019 | Time: 1285.42 ms [2022-04-21 03:24:13 main:574] : INFO : Epoch 1908 | loss: 0.0312004 | val_loss: 0.0312028 | Time: 1381.16 ms [2022-04-21 03:24:14 main:574] : INFO : Epoch 1909 | loss: 0.0312003 | val_loss: 0.0312019 | Time: 1299.88 ms [2022-04-21 03:24:15 main:574] : INFO : Epoch 1910 | loss: 0.0312004 | val_loss: 0.0312026 | Time: 1287.2 ms [2022-04-21 03:24:17 main:574] : INFO : Epoch 1911 | loss: 0.0312006 | val_loss: 0.0312017 | Time: 1284.67 ms [2022-04-21 03:24:18 main:574] : INFO : Epoch 1912 | loss: 0.0312008 | val_loss: 0.031206 | Time: 1405.36 ms [2022-04-21 03:24:19 main:574] : INFO : Epoch 1913 | loss: 0.0312007 | val_loss: 0.0312015 | Time: 1293.41 ms [2022-04-21 03:24:21 main:574] : INFO : Epoch 1914 | loss: 0.0312009 | val_loss: 0.0312014 | Time: 1292.49 ms [2022-04-21 03:24:22 main:574] : INFO : Epoch 1915 | loss: 0.0312013 | val_loss: 0.031202 | Time: 1289.89 ms [2022-04-21 03:24:23 main:574] : INFO : Epoch 1916 | loss: 0.0311996 | val_loss: 0.0312015 | Time: 1389.11 ms [2022-04-21 03:24:25 main:574] : INFO : Epoch 1917 | loss: 0.0312013 | val_loss: 0.0312044 | Time: 1297.18 ms [2022-04-21 03:24:26 main:574] : INFO : Epoch 1918 | loss: 0.0312028 | val_loss: 0.0312041 | Time: 1303.24 ms [2022-04-21 03:24:27 main:574] : INFO : Epoch 1919 | loss: 0.0312023 | val_loss: 0.0312043 | Time: 1309.19 ms [2022-04-21 03:24:29 main:574] : INFO : Epoch 1920 | loss: 0.0312009 | val_loss: 0.0312063 | Time: 1353.02 ms [2022-04-21 03:24:30 main:574] : INFO : Epoch 1921 | loss: 0.0312014 | val_loss: 0.0312089 | Time: 1291.24 ms [2022-04-21 03:24:31 main:574] : INFO : Epoch 1922 | loss: 0.0312006 | val_loss: 0.0312048 | Time: 1303.76 ms [2022-04-21 03:24:33 main:574] : INFO : Epoch 1923 | loss: 0.0312005 | val_loss: 0.0312013 | Time: 1385.32 ms [2022-04-21 03:24:34 main:574] : INFO : Epoch 1924 | loss: 0.0311993 | val_loss: 0.0312014 | Time: 1313.33 ms [2022-04-21 03:24:35 main:574] : INFO : Epoch 1925 | loss: 0.0312001 | val_loss: 0.0312019 | Time: 1296.26 ms [2022-04-21 03:24:37 main:574] : INFO : Epoch 1926 | loss: 0.0312012 | val_loss: 0.0312012 | Time: 1285.63 ms [2022-04-21 03:24:38 main:574] : INFO : Epoch 1927 | loss: 0.0311992 | val_loss: 0.031204 | Time: 1384.1 ms [2022-04-21 03:24:39 main:574] : INFO : Epoch 1928 | loss: 0.0312032 | val_loss: 0.0312057 | Time: 1295.34 ms [2022-04-21 03:24:41 main:574] : INFO : Epoch 1929 | loss: 0.0312032 | val_loss: 0.031206 | Time: 1303.43 ms [2022-04-21 03:24:42 main:574] : INFO : Epoch 1930 | loss: 0.0312235 | val_loss: 0.0312579 | Time: 1296.4 ms [2022-04-21 03:24:43 main:574] : INFO : Epoch 1931 | loss: 0.0323719 | val_loss: 0.031665 | Time: 1368.22 ms [2022-04-21 03:24:45 main:574] : INFO : Epoch 1932 | loss: 0.0315607 | val_loss: 0.0313169 | Time: 1286.04 ms [2022-04-21 03:24:46 main:574] : INFO : Epoch 1933 | loss: 0.0312485 | val_loss: 0.0312102 | Time: 1299.49 ms [2022-04-21 03:24:47 main:574] : INFO : Epoch 1934 | loss: 0.0312134 | val_loss: 0.0312154 | Time: 1292.64 ms [2022-04-21 03:24:49 main:574] : INFO : Epoch 1935 | loss: 0.0312037 | val_loss: 0.0312032 | Time: 1364.62 ms [2022-04-21 03:24:50 main:574] : INFO : Epoch 1936 | loss: 0.0312012 | val_loss: 0.0312048 | Time: 1294.16 ms [2022-04-21 03:24:51 main:574] : INFO : Epoch 1937 | loss: 0.0312008 | val_loss: 0.0312021 | Time: 1293.48 ms [2022-04-21 03:24:52 main:574] : INFO : Epoch 1938 | loss: 0.0312018 | val_loss: 0.0312043 | Time: 1298.11 ms [2022-04-21 03:24:54 main:574] : INFO : Epoch 1939 | loss: 0.0312005 | val_loss: 0.0312041 | Time: 1365.5 ms [2022-04-21 03:24:55 main:574] : INFO : Epoch 1940 | loss: 0.0312014 | val_loss: 0.0312019 | Time: 1300.12 ms [2022-04-21 03:24:56 main:574] : INFO : Epoch 1941 | loss: 0.0311988 | val_loss: 0.0312016 | Time: 1289.77 ms [2022-04-21 03:24:58 main:574] : INFO : Epoch 1942 | loss: 0.0312 | val_loss: 0.0312024 | Time: 1286.19 ms [2022-04-21 03:24:59 main:574] : INFO : Epoch 1943 | loss: 0.0312013 | val_loss: 0.0312073 | Time: 1364.7 ms [2022-04-21 03:25:00 main:574] : INFO : Epoch 1944 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 1296.84 ms [2022-04-21 03:25:02 main:574] : INFO : Epoch 1945 | loss: 0.0312012 | val_loss: 0.0312022 | Time: 1282.89 ms [2022-04-21 03:25:03 main:574] : INFO : Epoch 1946 | loss: 0.0312001 | val_loss: 0.0312082 | Time: 1302.38 ms [2022-04-21 03:25:04 main:574] : INFO : Epoch 1947 | loss: 0.0312034 | val_loss: 0.0312033 | Time: 1367.2 ms [2022-04-21 03:25:06 main:574] : INFO : Epoch 1948 | loss: 0.0311996 | val_loss: 0.031201 | Time: 1288.03 ms [2022-04-21 03:25:07 main:574] : INFO : Epoch 1949 | loss: 0.0311991 | val_loss: 0.0312022 | Time: 1304.15 ms [2022-04-21 03:25:08 main:574] : INFO : Epoch 1950 | loss: 0.0311983 | val_loss: 0.0312011 | Time: 1290.06 ms [2022-04-21 03:25:10 main:574] : INFO : Epoch 1951 | loss: 0.0311978 | val_loss: 0.0312007 | Time: 1364.66 ms [2022-04-21 03:25:11 main:574] : INFO : Epoch 1952 | loss: 0.0311984 | val_loss: 0.0312015 | Time: 1303.63 ms [2022-04-21 03:25:12 main:574] : INFO : Epoch 1953 | loss: 0.0311988 | val_loss: 0.0312025 | Time: 1293.78 ms [2022-04-21 03:25:13 main:574] : INFO : Epoch 1954 | loss: 0.0311998 | val_loss: 0.031202 | Time: 1290.87 ms [2022-04-21 03:25:15 main:574] : INFO : Epoch 1955 | loss: 0.0311983 | val_loss: 0.031201 | Time: 1371.58 ms [2022-04-21 03:25:16 main:574] : INFO : Epoch 1956 | loss: 0.0311981 | val_loss: 0.0312016 | Time: 1298.3 ms [2022-04-21 03:25:17 main:574] : INFO : Epoch 1957 | loss: 0.0311981 | val_loss: 0.0312002 | Time: 1287.81 ms [2022-04-21 03:25:19 main:574] : INFO : Epoch 1958 | loss: 0.0311977 | val_loss: 0.0311998 | Time: 1296.91 ms [2022-04-21 03:25:20 main:574] : INFO : Epoch 1959 | loss: 0.0311975 | val_loss: 0.0311999 | Time: 1369.12 ms [2022-04-21 03:25:21 main:574] : INFO : Epoch 1960 | loss: 0.0311984 | val_loss: 0.0311999 | Time: 1300.65 ms [2022-04-21 03:25:23 main:574] : INFO : Epoch 1961 | loss: 0.031198 | val_loss: 0.0312 | Time: 1297.5 ms [2022-04-21 03:25:24 main:574] : INFO : Epoch 1962 | loss: 0.031197 | val_loss: 0.0312015 | Time: 1286.02 ms [2022-04-21 03:25:25 main:574] : INFO : Epoch 1963 | loss: 0.0311969 | val_loss: 0.0311998 | Time: 1374.8 ms [2022-04-21 03:25:27 main:574] : INFO : Epoch 1964 | loss: 0.0311969 | val_loss: 0.0312008 | Time: 1292.39 ms [2022-04-21 03:25:28 main:574] : INFO : Epoch 1965 | loss: 0.0311974 | val_loss: 0.0311997 | Time: 1292.86 ms [2022-04-21 03:25:29 main:574] : INFO : Epoch 1966 | loss: 0.0311978 | val_loss: 0.0312005 | Time: 1288.16 ms [2022-04-21 03:25:31 main:574] : INFO : Epoch 1967 | loss: 0.0311989 | val_loss: 0.0312002 | Time: 1377.95 ms [2022-04-21 03:25:32 main:574] : INFO : Epoch 1968 | loss: 0.0311982 | val_loss: 0.0311995 | Time: 1306.97 ms [2022-04-21 03:25:33 main:574] : INFO : Epoch 1969 | loss: 0.0311978 | val_loss: 0.0312001 | Time: 1293.07 ms [2022-04-21 03:25:35 main:574] : INFO : Epoch 1970 | loss: 0.0311969 | val_loss: 0.0312009 | Time: 1279.89 ms [2022-04-21 03:25:36 main:574] : INFO : Epoch 1971 | loss: 0.0311975 | val_loss: 0.0311998 | Time: 1361.75 ms [2022-04-21 03:25:37 main:574] : INFO : Epoch 1972 | loss: 0.0311973 | val_loss: 0.0312008 | Time: 1298.76 ms [2022-04-21 03:25:38 main:574] : INFO : Epoch 1973 | loss: 0.031197 | val_loss: 0.0311997 | Time: 1278.08 ms [2022-04-21 03:25:40 main:574] : INFO : Epoch 1974 | loss: 0.0311965 | val_loss: 0.0311999 | Time: 1287.9 ms [2022-04-21 03:25:41 main:574] : INFO : Epoch 1975 | loss: 0.0311986 | val_loss: 0.0312105 | Time: 1377.7 ms [2022-04-21 03:25:42 main:574] : INFO : Epoch 1976 | loss: 0.0312009 | val_loss: 0.0312042 | Time: 1306.31 ms [2022-04-21 03:25:44 main:574] : INFO : Epoch 1977 | loss: 0.0311994 | val_loss: 0.0312007 | Time: 1305.13 ms [2022-04-21 03:25:45 main:574] : INFO : Epoch 1978 | loss: 0.0311966 | val_loss: 0.0311991 | Time: 1361.32 ms [2022-04-21 03:25:46 main:574] : INFO : Epoch 1979 | loss: 0.0311965 | val_loss: 0.0311991 | Time: 1312.69 ms [2022-04-21 03:25:48 main:574] : INFO : Epoch 1980 | loss: 0.0311959 | val_loss: 0.0311993 | Time: 1329.64 ms [2022-04-21 03:25:49 main:574] : INFO : Epoch 1981 | loss: 0.0311973 | val_loss: 0.0312007 | Time: 1297.87 ms [2022-04-21 03:25:50 main:574] : INFO : Epoch 1982 | loss: 0.0311962 | val_loss: 0.0311988 | Time: 1373.08 ms [2022-04-21 03:25:52 main:574] : INFO : Epoch 1983 | loss: 0.0311966 | val_loss: 0.0311988 | Time: 1294.94 ms [2022-04-21 03:25:53 main:574] : INFO : Epoch 1984 | loss: 0.0311963 | val_loss: 0.0312013 | Time: 1304.47 ms [2022-04-21 03:25:54 main:574] : INFO : Epoch 1985 | loss: 0.0311964 | val_loss: 0.0311995 | Time: 1290.15 ms [2022-04-21 03:25:56 main:574] : INFO : Epoch 1986 | loss: 0.0311971 | val_loss: 0.0312021 | Time: 1364.97 ms [2022-04-21 03:25:57 main:574] : INFO : Epoch 1987 | loss: 0.0311965 | val_loss: 0.0312 | Time: 1308.35 ms [2022-04-21 03:25:58 main:574] : INFO : Epoch 1988 | loss: 0.0311961 | val_loss: 0.0311986 | Time: 1310.69 ms [2022-04-21 03:26:00 main:574] : INFO : Epoch 1989 | loss: 0.0311958 | val_loss: 0.0312001 | Time: 1292.8 ms [2022-04-21 03:26:01 main:574] : INFO : Epoch 1990 | loss: 0.0311997 | val_loss: 0.0312015 | Time: 1374.17 ms [2022-04-21 03:26:02 main:574] : INFO : Epoch 1991 | loss: 0.0311975 | val_loss: 0.0311993 | Time: 1310.81 ms [2022-04-21 03:26:04 main:574] : INFO : Epoch 1992 | loss: 0.0311963 | val_loss: 0.0311982 | Time: 1297.35 ms [2022-04-21 03:26:05 main:574] : INFO : Epoch 1993 | loss: 0.0311953 | val_loss: 0.0311984 | Time: 1277.59 ms [2022-04-21 03:26:06 main:574] : INFO : Epoch 1994 | loss: 0.0311959 | val_loss: 0.0311987 | Time: 1381.78 ms [2022-04-21 03:26:08 main:574] : INFO : Epoch 1995 | loss: 0.0311958 | val_loss: 0.0311979 | Time: 1297.71 ms [2022-04-21 03:26:09 main:574] : INFO : Epoch 1996 | loss: 0.0311949 | val_loss: 0.0311999 | Time: 1309.59 ms [2022-04-21 03:26:10 main:574] : INFO : Epoch 1997 | loss: 0.0311954 | val_loss: 0.0311989 | Time: 1273.71 ms [2022-04-21 03:26:12 main:574] : INFO : Epoch 1998 | loss: 0.0311953 | val_loss: 0.0311977 | Time: 1365.11 ms [2022-04-21 03:26:13 main:574] : INFO : Epoch 1999 | loss: 0.0311951 | val_loss: 0.0311985 | Time: 1302.15 ms [2022-04-21 03:26:14 main:574] : INFO : Epoch 2000 | loss: 0.0311961 | val_loss: 0.0311989 | Time: 1288.88 ms [2022-04-21 03:26:15 main:574] : INFO : Epoch 2001 | loss: 0.031196 | val_loss: 0.0311978 | Time: 1281.17 ms [2022-04-21 03:26:17 main:574] : INFO : Epoch 2002 | loss: 0.0311945 | val_loss: 0.0311977 | Time: 1371.29 ms [2022-04-21 03:26:18 main:574] : INFO : Epoch 2003 | loss: 0.0311949 | val_loss: 0.0311977 | Time: 1300.86 ms [2022-04-21 03:26:19 main:574] : INFO : Epoch 2004 | loss: 0.0311948 | val_loss: 0.0311974 | Time: 1295.89 ms [2022-04-21 03:26:21 main:574] : INFO : Epoch 2005 | loss: 0.0311943 | val_loss: 0.0311978 | Time: 1295.64 ms [2022-04-21 03:26:22 main:574] : INFO : Epoch 2006 | loss: 0.0311951 | val_loss: 0.0311973 | Time: 1375.73 ms [2022-04-21 03:26:23 main:574] : INFO : Epoch 2007 | loss: 0.0311945 | val_loss: 0.0311978 | Time: 1298.85 ms [2022-04-21 03:26:25 main:574] : INFO : Epoch 2008 | loss: 0.0311962 | val_loss: 0.0311977 | Time: 1289.7 ms [2022-04-21 03:26:26 main:574] : INFO : Epoch 2009 | loss: 0.0311949 | val_loss: 0.0311974 | Time: 1284.33 ms [2022-04-21 03:26:27 main:574] : INFO : Epoch 2010 | loss: 0.0311941 | val_loss: 0.031198 | Time: 1374.2 ms [2022-04-21 03:26:29 main:574] : INFO : Epoch 2011 | loss: 0.0311956 | val_loss: 0.0311983 | Time: 1310.8 ms [2022-04-21 03:26:30 main:574] : INFO : Epoch 2012 | loss: 0.0311941 | val_loss: 0.0311977 | Time: 1289.01 ms [2022-04-21 03:26:31 main:574] : INFO : Epoch 2013 | loss: 0.0311949 | val_loss: 0.0311969 | Time: 1309.89 ms [2022-04-21 03:26:33 main:574] : INFO : Epoch 2014 | loss: 0.031196 | val_loss: 0.0311988 | Time: 1382.25 ms [2022-04-21 03:26:34 main:574] : INFO : Epoch 2015 | loss: 0.0311957 | val_loss: 0.0311998 | Time: 1293.47 ms [2022-04-21 03:26:35 main:574] : INFO : Epoch 2016 | loss: 0.0311944 | val_loss: 0.0311971 | Time: 1304.4 ms [2022-04-21 03:26:37 main:574] : INFO : Epoch 2017 | loss: 0.0311938 | val_loss: 0.0311977 | Time: 1292.32 ms [2022-04-21 03:26:38 main:574] : INFO : Epoch 2018 | loss: 0.0311948 | val_loss: 0.0311969 | Time: 1381.16 ms [2022-04-21 03:26:39 main:574] : INFO : Epoch 2019 | loss: 0.0311938 | val_loss: 0.0311971 | Time: 1306.4 ms [2022-04-21 03:26:41 main:574] : INFO : Epoch 2020 | loss: 0.0311944 | val_loss: 0.0311977 | Time: 1283.85 ms [2022-04-21 03:26:42 main:574] : INFO : Epoch 2021 | loss: 0.0311936 | val_loss: 0.0311974 | Time: 1282.55 ms [2022-04-21 03:26:43 main:574] : INFO : Epoch 2022 | loss: 0.0311936 | val_loss: 0.0311971 | Time: 1375.09 ms [2022-04-21 03:26:45 main:574] : INFO : Epoch 2023 | loss: 0.0311957 | val_loss: 0.0312044 | Time: 1304.72 ms [2022-04-21 03:26:46 main:574] : INFO : Epoch 2024 | loss: 0.0311955 | val_loss: 0.031198 | Time: 1299.58 ms [2022-04-21 03:26:47 main:574] : INFO : Epoch 2025 | loss: 0.0311936 | val_loss: 0.0311987 | Time: 1358.18 ms [2022-04-21 03:26:49 main:574] : INFO : Epoch 2026 | loss: 0.0311971 | val_loss: 0.0311977 | Time: 1325.43 ms [2022-04-21 03:26:50 main:574] : INFO : Epoch 2027 | loss: 0.0311963 | val_loss: 0.031197 | Time: 1294.81 ms [2022-04-21 03:26:51 main:574] : INFO : Epoch 2028 | loss: 0.0311931 | val_loss: 0.0311968 | Time: 1290.17 ms [2022-04-21 03:26:52 main:574] : INFO : Epoch 2029 | loss: 0.0311926 | val_loss: 0.0311968 | Time: 1374.21 ms [2022-04-21 03:26:54 main:574] : INFO : Epoch 2030 | loss: 0.0311931 | val_loss: 0.0311969 | Time: 1306.66 ms [2022-04-21 03:26:55 main:574] : INFO : Epoch 2031 | loss: 0.0311929 | val_loss: 0.0311971 | Time: 1303.28 ms [2022-04-21 03:26:56 main:574] : INFO : Epoch 2032 | loss: 0.0311939 | val_loss: 0.0311966 | Time: 1289.94 ms [2022-04-21 03:26:58 main:574] : INFO : Epoch 2033 | loss: 0.0311938 | val_loss: 0.0311971 | Time: 1342.94 ms [2022-04-21 03:26:59 main:574] : INFO : Epoch 2034 | loss: 0.0311946 | val_loss: 0.0311982 | Time: 1293.59 ms [2022-04-21 03:27:00 main:574] : INFO : Epoch 2035 | loss: 0.0311945 | val_loss: 0.0311968 | Time: 1297.09 ms [2022-04-21 03:27:02 main:574] : INFO : Epoch 2036 | loss: 0.0311933 | val_loss: 0.0311964 | Time: 1284.22 ms [2022-04-21 03:27:03 main:574] : INFO : Epoch 2037 | loss: 0.0311943 | val_loss: 0.0311964 | Time: 1368.37 ms [2022-04-21 03:27:04 main:574] : INFO : Epoch 2038 | loss: 0.0311929 | val_loss: 0.0311969 | Time: 1300.85 ms [2022-04-21 03:27:06 main:574] : INFO : Epoch 2039 | loss: 0.0311946 | val_loss: 0.0311967 | Time: 1300.48 ms [2022-04-21 03:27:07 main:574] : INFO : Epoch 2040 | loss: 0.0311935 | val_loss: 0.0311974 | Time: 1290.44 ms [2022-04-21 03:27:08 main:574] : INFO : Epoch 2041 | loss: 0.0311952 | val_loss: 0.0311995 | Time: 1376.92 ms [2022-04-21 03:27:10 main:574] : INFO : Epoch 2042 | loss: 0.0311935 | val_loss: 0.031196 | Time: 1285.52 ms [2022-04-21 03:27:11 main:574] : INFO : Epoch 2043 | loss: 0.0311922 | val_loss: 0.0311969 | Time: 1308.15 ms [2022-04-21 03:27:12 main:574] : INFO : Epoch 2044 | loss: 0.0311934 | val_loss: 0.0311968 | Time: 1286.18 ms [2022-04-21 03:27:14 main:574] : INFO : Epoch 2045 | loss: 0.0311934 | val_loss: 0.0311984 | Time: 1381.42 ms [2022-04-21 03:27:15 main:574] : INFO : Epoch 2046 | loss: 0.0311928 | val_loss: 0.0311964 | Time: 1301.25 ms [2022-04-21 03:27:16 main:574] : INFO : Epoch 2047 | loss: 0.0311924 | val_loss: 0.0311971 | Time: 1274.24 ms [2022-04-21 03:27:17 main:574] : INFO : Epoch 2048 | loss: 0.0311917 | val_loss: 0.0311964 | Time: 1289.38 ms [2022-04-21 03:27:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311964 [2022-04-21 03:27:17 main:603] : INFO : Saving end state to config to file [2022-04-21 03:27:17 main:608] : INFO : Success, exiting.. 03:27:17 (8620): 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)