Task 4373821
| Name | ParityModified-1612595849-16257-4_0 |
| Workunit | 2435600 |
| Created | 11 Mar 2021, 6:11:22 UTC |
| Sent | 21 Mar 2021, 19:43:09 UTC |
| Report deadline | 28 Mar 2021, 19:43:09 UTC |
| Received | 22 Mar 2021, 22:11:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10584 |
| Run time | 2 hours 52 min 24 sec |
| CPU time | 2 hours 47 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,905.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.89 GB |
| Peak swap size | 4.00 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.3</core_client_version> <![CDATA[ <stderr_txt> :23 main:574] : INFO : Epoch 1542 | loss: 0.0312113 | val_loss: 0.0312151 | Time: 1323.63 ms [2021-03-21 21:24:25 main:574] : INFO : Epoch 1543 | loss: 0.0312091 | val_loss: 0.0312155 | Time: 1544.52 ms [2021-03-21 21:24:26 main:574] : INFO : Epoch 1544 | loss: 0.031212 | val_loss: 0.0312186 | Time: 1516.74 ms [2021-03-21 21:24:28 main:574] : INFO : Epoch 1545 | loss: 0.0312132 | val_loss: 0.0312246 | Time: 1250.4 ms [2021-03-21 21:24:29 main:574] : INFO : Epoch 1546 | loss: 0.0312109 | val_loss: 0.0312155 | Time: 1534.96 ms [2021-03-21 21:24:31 main:574] : INFO : Epoch 1547 | loss: 0.0312105 | val_loss: 0.0312172 | Time: 1516.49 ms [2021-03-21 21:24:32 main:574] : INFO : Epoch 1548 | loss: 0.0312087 | val_loss: 0.0312152 | Time: 1308.65 ms [2021-03-21 21:24:34 main:574] : INFO : Epoch 1549 | loss: 0.0312078 | val_loss: 0.0312149 | Time: 1460.93 ms [2021-03-21 21:24:36 main:574] : INFO : Epoch 1550 | loss: 0.0312084 | val_loss: 0.0312167 | Time: 1534.31 ms [2021-03-21 21:24:37 main:574] : INFO : Epoch 1551 | loss: 0.0312094 | val_loss: 0.0312143 | Time: 1398.51 ms [2021-03-21 21:24:38 main:574] : INFO : Epoch 1552 | loss: 0.0312102 | val_loss: 0.0312147 | Time: 1393.45 ms [2021-03-21 21:24:40 main:574] : INFO : Epoch 1553 | loss: 0.0312089 | val_loss: 0.0312166 | Time: 1549.94 ms [2021-03-21 21:24:42 main:574] : INFO : Epoch 1554 | loss: 0.0312114 | val_loss: 0.0312139 | Time: 1519.35 ms [2021-03-21 21:24:43 main:574] : INFO : Epoch 1555 | loss: 0.0312076 | val_loss: 0.0312149 | Time: 1274.15 ms [2021-03-21 21:24:45 main:574] : INFO : Epoch 1556 | loss: 0.0312086 | val_loss: 0.0312197 | Time: 1533.41 ms [2021-03-21 21:24:46 main:574] : INFO : Epoch 1557 | loss: 0.0312115 | val_loss: 0.0312233 | Time: 1511.76 ms [2021-03-21 21:24:48 main:574] : INFO : Epoch 1558 | loss: 0.031214 | val_loss: 0.0312153 | Time: 1250.77 ms [2021-03-21 21:24:49 main:574] : INFO : Epoch 1559 | loss: 0.0312108 | val_loss: 0.031214 | Time: 1559.21 ms [2021-03-21 21:24:51 main:574] : INFO : Epoch 1560 | loss: 0.0312101 | val_loss: 0.0312162 | Time: 1562.43 ms [2021-03-21 21:24:52 main:574] : INFO : Epoch 1561 | loss: 0.0312115 | val_loss: 0.0312174 | Time: 1325.54 ms [2021-03-21 21:24:54 main:574] : INFO : Epoch 1562 | loss: 0.0312127 | val_loss: 0.0312144 | Time: 1443.17 ms [2021-03-21 21:24:55 main:574] : INFO : Epoch 1563 | loss: 0.0312119 | val_loss: 0.0312146 | Time: 1537.34 ms [2021-03-21 21:24:57 main:574] : INFO : Epoch 1564 | loss: 0.0312108 | val_loss: 0.0312172 | Time: 1454.84 ms [2021-03-21 21:24:58 main:574] : INFO : Epoch 1565 | loss: 0.0312107 | val_loss: 0.0312141 | Time: 1313.93 ms [2021-03-21 21:25:00 main:574] : INFO : Epoch 1566 | loss: 0.0312094 | val_loss: 0.0312145 | Time: 1545.23 ms [2021-03-21 21:25:02 main:574] : INFO : Epoch 1567 | loss: 0.0312117 | val_loss: 0.0312156 | Time: 1575.42 ms [2021-03-21 21:25:03 main:574] : INFO : Epoch 1568 | loss: 0.0312113 | val_loss: 0.0312155 | Time: 1262.6 ms [2021-03-21 21:25:05 main:574] : INFO : Epoch 1569 | loss: 0.031211 | val_loss: 0.0312138 | Time: 1538.44 ms [2021-03-21 21:25:06 main:574] : INFO : Epoch 1570 | loss: 0.0312116 | val_loss: 0.0312146 | Time: 1563.79 ms [2021-03-21 21:25:08 main:574] : INFO : Epoch 1571 | loss: 0.0312101 | val_loss: 0.0312149 | Time: 1256.6 ms [2021-03-21 21:25:09 main:574] : INFO : Epoch 1572 | loss: 0.0312103 | val_loss: 0.0312152 | Time: 1540.14 ms [2021-03-21 21:25:11 main:574] : INFO : Epoch 1573 | loss: 0.0312142 | val_loss: 0.0312148 | Time: 1535.58 ms [2021-03-21 21:25:12 main:574] : INFO : Epoch 1574 | loss: 0.031209 | val_loss: 0.031215 | Time: 1355.14 ms [2021-03-21 21:25:14 main:574] : INFO : Epoch 1575 | loss: 0.0312082 | val_loss: 0.0312141 | Time: 1435.39 ms [2021-03-21 21:25:15 main:574] : INFO : Epoch 1576 | loss: 0.031211 | val_loss: 0.0312137 | Time: 1528.81 ms [2021-03-21 21:25:17 main:574] : INFO : Epoch 1577 | loss: 0.0312098 | val_loss: 0.0312144 | Time: 1455.05 ms [2021-03-21 21:25:18 main:574] : INFO : Epoch 1578 | loss: 0.031212 | val_loss: 0.0312154 | Time: 1315.62 ms [2021-03-21 21:25:20 main:574] : INFO : Epoch 1579 | loss: 0.0312104 | val_loss: 0.0312147 | Time: 1551.69 ms [2021-03-21 21:25:22 main:574] : INFO : Epoch 1580 | loss: 0.0312129 | val_loss: 0.0312261 | Time: 1538.18 ms [2021-03-21 21:25:23 main:574] : INFO : Epoch 1581 | loss: 0.0312134 | val_loss: 0.0312155 | Time: 1215.85 ms [2021-03-21 21:25:25 main:574] : INFO : Epoch 1582 | loss: 0.031211 | val_loss: 0.031221 | Time: 1549.1 ms [2021-03-21 21:25:26 main:574] : INFO : Epoch 1583 | loss: 0.0312095 | val_loss: 0.0312137 | Time: 1569.43 ms [2021-03-21 21:25:28 main:574] : INFO : Epoch 1584 | loss: 0.0312093 | val_loss: 0.0312157 | Time: 1274.78 ms [2021-03-21 21:25:29 main:574] : INFO : Epoch 1585 | loss: 0.0312104 | val_loss: 0.0312179 | Time: 1542.43 ms [2021-03-21 21:25:31 main:574] : INFO : Epoch 1586 | loss: 0.0312105 | val_loss: 0.0312129 | Time: 1524.04 ms [2021-03-21 21:25:32 main:574] : INFO : Epoch 1587 | loss: 0.0312089 | val_loss: 0.0312127 | Time: 1395.79 ms [2021-03-21 21:25:34 main:574] : INFO : Epoch 1588 | loss: 0.0312073 | val_loss: 0.0312124 | Time: 1398.78 ms [2021-03-21 21:25:35 main:574] : INFO : Epoch 1589 | loss: 0.0312079 | val_loss: 0.0312132 | Time: 1533.3 ms [2021-03-21 21:25:37 main:574] : INFO : Epoch 1590 | loss: 0.031209 | val_loss: 0.0312136 | Time: 1540.98 ms [2021-03-21 21:25:38 main:574] : INFO : Epoch 1591 | loss: 0.031208 | val_loss: 0.0312132 | Time: 1307.54 ms [2021-03-21 21:25:40 main:574] : INFO : Epoch 1592 | loss: 0.031211 | val_loss: 0.0312182 | Time: 1540.42 ms [2021-03-21 21:25:41 main:574] : INFO : Epoch 1593 | loss: 0.0312176 | val_loss: 0.0312198 | Time: 1509.15 ms [2021-03-21 21:25:43 main:574] : INFO : Epoch 1594 | loss: 0.031217 | val_loss: 0.0312185 | Time: 1246 ms [2021-03-21 21:25:44 main:574] : INFO : Epoch 1595 | loss: 0.0312154 | val_loss: 0.0312168 | Time: 1564.43 ms [2021-03-21 21:25:46 main:574] : INFO : Epoch 1596 | loss: 0.0312147 | val_loss: 0.0312204 | Time: 1578.01 ms [2021-03-21 21:25:48 main:574] : INFO : Epoch 1597 | loss: 0.0312136 | val_loss: 0.0312155 | Time: 1307.11 ms [2021-03-21 21:25:49 main:574] : INFO : Epoch 1598 | loss: 0.031212 | val_loss: 0.0312159 | Time: 1459.52 ms [2021-03-21 21:25:51 main:574] : INFO : Epoch 1599 | loss: 0.0312104 | val_loss: 0.0312162 | Time: 1587.65 ms [2021-03-21 21:25:52 main:574] : INFO : Epoch 1600 | loss: 0.0312107 | val_loss: 0.0312167 | Time: 1383.93 ms [2021-03-21 21:25:54 main:574] : INFO : Epoch 1601 | loss: 0.0312132 | val_loss: 0.0312159 | Time: 1363.57 ms [2021-03-21 21:25:55 main:574] : INFO : Epoch 1602 | loss: 0.0312101 | val_loss: 0.0312148 | Time: 1552.72 ms [2021-03-21 21:25:57 main:574] : INFO : Epoch 1603 | loss: 0.0312117 | val_loss: 0.0312162 | Time: 1508.33 ms [2021-03-21 21:25:58 main:574] : INFO : Epoch 1604 | loss: 0.0312112 | val_loss: 0.031214 | Time: 1263.96 ms [2021-03-21 21:26:00 main:574] : INFO : Epoch 1605 | loss: 0.0312106 | val_loss: 0.0312139 | Time: 1532.04 ms [2021-03-21 21:26:01 main:574] : INFO : Epoch 1606 | loss: 0.0312096 | val_loss: 0.0312166 | Time: 1520.13 ms [2021-03-21 21:26:03 main:574] : INFO : Epoch 1607 | loss: 0.0312085 | val_loss: 0.0312151 | Time: 1242.98 ms [2021-03-21 21:26:04 main:574] : INFO : Epoch 1608 | loss: 0.0312081 | val_loss: 0.0312147 | Time: 1526.23 ms [2021-03-21 21:26:06 main:574] : INFO : Epoch 1609 | loss: 0.0312078 | val_loss: 0.0312151 | Time: 1513.51 ms [2021-03-21 21:26:07 main:574] : INFO : Epoch 1610 | loss: 0.0312078 | val_loss: 0.0312149 | Time: 1398.63 ms [2021-03-21 21:26:09 main:574] : INFO : Epoch 1611 | loss: 0.0312077 | val_loss: 0.0312165 | Time: 1484.99 ms [2021-03-21 21:26:11 main:574] : INFO : Epoch 1612 | loss: 0.0312075 | val_loss: 0.0312132 | Time: 1534 ms [2021-03-21 21:26:12 main:574] : INFO : Epoch 1613 | loss: 0.0312078 | val_loss: 0.0312159 | Time: 1453.91 ms [2021-03-21 21:26:14 main:574] : INFO : Epoch 1614 | loss: 0.0312077 | val_loss: 0.031214 | Time: 1377.97 ms [2021-03-21 21:26:15 main:574] : INFO : Epoch 1615 | loss: 0.0312093 | val_loss: 0.0312138 | Time: 1521.7 ms [2021-03-21 21:26:17 main:574] : INFO : Epoch 1616 | loss: 0.0312083 | val_loss: 0.0312151 | Time: 1548.7 ms [2021-03-21 21:26:18 main:574] : INFO : Epoch 1617 | loss: 0.031207 | val_loss: 0.0312142 | Time: 1247.54 ms [2021-03-21 21:26:20 main:574] : INFO : Epoch 1618 | loss: 0.03121 | val_loss: 0.0312148 | Time: 1536.19 ms [2021-03-21 21:26:21 main:574] : INFO : Epoch 1619 | loss: 0.0312074 | val_loss: 0.031217 | Time: 1546.39 ms [2021-03-21 21:26:23 main:574] : INFO : Epoch 1620 | loss: 0.0312085 | val_loss: 0.0312157 | Time: 1251.82 ms [2021-03-21 21:26:24 main:574] : INFO : Epoch 1621 | loss: 0.0312092 | val_loss: 0.031218 | Time: 1551.72 ms [2021-03-21 21:26:26 main:574] : INFO : Epoch 1622 | loss: 0.0312099 | val_loss: 0.031215 | Time: 1551.49 ms [2021-03-21 21:26:27 main:574] : INFO : Epoch 1623 | loss: 0.0312093 | val_loss: 0.0312147 | Time: 1342.29 ms [2021-03-21 21:26:29 main:574] : INFO : Epoch 1624 | loss: 0.0312121 | val_loss: 0.0312185 | Time: 1464.01 ms [2021-03-21 21:26:31 main:574] : INFO : Epoch 1625 | loss: 0.0312084 | val_loss: 0.031214 | Time: 1561.73 ms [2021-03-21 21:26:32 main:574] : INFO : Epoch 1626 | loss: 0.0312095 | val_loss: 0.0312137 | Time: 1473.54 ms [2021-03-21 21:26:34 main:574] : INFO : Epoch 1627 | loss: 0.0312068 | val_loss: 0.0312146 | Time: 1366.52 ms [2021-03-21 21:26:35 main:574] : INFO : Epoch 1628 | loss: 0.0312074 | val_loss: 0.0312155 | Time: 1566.61 ms [2021-03-21 21:26:37 main:574] : INFO : Epoch 1629 | loss: 0.0312071 | val_loss: 0.0312147 | Time: 1509.57 ms [2021-03-21 21:26:38 main:574] : INFO : Epoch 1630 | loss: 0.0312102 | val_loss: 0.0312144 | Time: 1201.34 ms [2021-03-21 21:26:40 main:574] : INFO : Epoch 1631 | loss: 0.0312093 | val_loss: 0.0312126 | Time: 1553.7 ms [2021-03-21 21:26:41 main:574] : INFO : Epoch 1632 | loss: 0.0312086 | val_loss: 0.0312148 | Time: 1533.14 ms [2021-03-21 21:26:43 main:574] : INFO : Epoch 1633 | loss: 0.031209 | val_loss: 0.0312237 | Time: 1300.19 ms [2021-03-21 21:26:44 main:574] : INFO : Epoch 1634 | loss: 0.0312156 | val_loss: 0.0312177 | Time: 1522.44 ms [2021-03-21 21:26:46 main:574] : INFO : Epoch 1635 | loss: 0.0312188 | val_loss: 0.0312172 | Time: 1555.71 ms [2021-03-21 21:26:47 main:574] : INFO : Epoch 1636 | loss: 0.0312202 | val_loss: 0.0312224 | Time: 1355.83 ms [2021-03-21 21:26:49 main:574] : INFO : Epoch 1637 | loss: 0.0312205 | val_loss: 0.0312221 | Time: 1375.59 ms [2021-03-21 21:26:51 main:574] : INFO : Epoch 1638 | loss: 0.0312227 | val_loss: 0.0312205 | Time: 1543.41 ms [2021-03-21 21:26:52 main:574] : INFO : Epoch 1639 | loss: 0.0312249 | val_loss: 0.0312219 | Time: 1470.3 ms [2021-03-21 21:26:54 main:574] : INFO : Epoch 1640 | loss: 0.031225 | val_loss: 0.0312226 | Time: 1312.18 ms [2021-03-21 21:26:55 main:574] : INFO : Epoch 1641 | loss: 0.0312242 | val_loss: 0.0312228 | Time: 1537.96 ms [2021-03-21 21:26:57 main:574] : INFO : Epoch 1642 | loss: 0.0312228 | val_loss: 0.0312221 | Time: 1562.33 ms [2021-03-21 21:26:58 main:574] : INFO : Epoch 1643 | loss: 0.0312225 | val_loss: 0.0312246 | Time: 1229.11 ms [2021-03-21 21:27:00 main:574] : INFO : Epoch 1644 | loss: 0.0312222 | val_loss: 0.0312261 | Time: 1571.19 ms [2021-03-21 21:27:01 main:574] : INFO : Epoch 1645 | loss: 0.0312204 | val_loss: 0.0312207 | Time: 1559.5 ms [2021-03-21 21:27:03 main:574] : INFO : Epoch 1646 | loss: 0.0312184 | val_loss: 0.0312195 | Time: 1260.07 ms [2021-03-21 21:27:04 main:574] : INFO : Epoch 1647 | loss: 0.0312178 | val_loss: 0.0312211 | Time: 1557.03 ms [2021-03-21 21:27:06 main:574] : INFO : Epoch 1648 | loss: 0.0312212 | val_loss: 0.0312198 | Time: 1539.32 ms [2021-03-21 21:27:08 main:574] : INFO : Epoch 1649 | loss: 0.0312188 | val_loss: 0.0312217 | Time: 1347.1 ms [2021-03-21 21:27:09 main:574] : INFO : Epoch 1650 | loss: 0.0312179 | val_loss: 0.0312191 | Time: 1455.34 ms [2021-03-21 21:27:11 main:574] : INFO : Epoch 1651 | loss: 0.0312171 | val_loss: 0.0312185 | Time: 1529.05 ms [2021-03-21 21:27:12 main:574] : INFO : Epoch 1652 | loss: 0.0312165 | val_loss: 0.031217 | Time: 1454.9 ms [2021-03-21 21:27:14 main:574] : INFO : Epoch 1653 | loss: 0.0312161 | val_loss: 0.0312199 | Time: 1351.44 ms [2021-03-21 21:27:15 main:574] : INFO : Epoch 1654 | loss: 0.0312175 | val_loss: 0.031218 | Time: 1511.86 ms [2021-03-21 21:27:17 main:574] : INFO : Epoch 1655 | loss: 0.0312159 | val_loss: 0.0312184 | Time: 1586.02 ms [2021-03-21 21:27:18 main:574] : INFO : Epoch 1656 | loss: 0.0312161 | val_loss: 0.0312186 | Time: 1295.38 ms [2021-03-21 21:27:20 main:574] : INFO : Epoch 1657 | loss: 0.0312172 | val_loss: 0.0312181 | Time: 1538.68 ms [2021-03-21 21:27:22 main:574] : INFO : Epoch 1658 | loss: 0.0312159 | val_loss: 0.0312186 | Time: 1498.59 ms [2021-03-21 21:27:23 main:574] : INFO : Epoch 1659 | loss: 0.0312156 | val_loss: 0.0312174 | Time: 1254.27 ms [2021-03-21 21:27:25 main:574] : INFO : Epoch 1660 | loss: 0.0312172 | val_loss: 0.0312198 | Time: 1523.46 ms [2021-03-21 21:27:26 main:574] : INFO : Epoch 1661 | loss: 0.0312167 | val_loss: 0.0312219 | Time: 1498.94 ms [2021-03-21 21:27:28 main:574] : INFO : Epoch 1662 | loss: 0.0312179 | val_loss: 0.0312225 | Time: 1353.25 ms [2021-03-21 21:27:29 main:574] : INFO : Epoch 1663 | loss: 0.0312191 | val_loss: 0.0312186 | Time: 1406.02 ms [2021-03-21 21:27:31 main:574] : INFO : Epoch 1664 | loss: 0.0312178 | val_loss: 0.031218 | Time: 1531.28 ms [2021-03-21 21:27:32 main:574] : INFO : Epoch 1665 | loss: 0.0312146 | val_loss: 0.0312168 | Time: 1479.4 ms [2021-03-21 21:27:34 main:574] : INFO : Epoch 1666 | loss: 0.0312149 | val_loss: 0.0312174 | Time: 1292.85 ms [2021-03-21 21:27:35 main:574] : INFO : Epoch 1667 | loss: 0.0312165 | val_loss: 0.0312213 | Time: 1499.3 ms [2021-03-21 21:27:37 main:574] : INFO : Epoch 1668 | loss: 0.0312226 | val_loss: 0.0312191 | Time: 1571.9 ms [2021-03-21 21:27:38 main:574] : INFO : Epoch 1669 | loss: 0.0312247 | val_loss: 0.0312249 | Time: 1230.01 ms [2021-03-21 21:27:40 main:574] : INFO : Epoch 1670 | loss: 0.0312193 | val_loss: 0.0312211 | Time: 1575.36 ms [2021-03-21 21:27:41 main:574] : INFO : Epoch 1671 | loss: 0.0312206 | val_loss: 0.0312189 | Time: 1521.86 ms [2021-03-21 21:27:43 main:574] : INFO : Epoch 1672 | loss: 0.0312209 | val_loss: 0.0312182 | Time: 1314.02 ms [2021-03-21 21:27:44 main:574] : INFO : Epoch 1673 | loss: 0.0312198 | val_loss: 0.0312187 | Time: 1470.67 ms [2021-03-21 21:27:46 main:574] : INFO : Epoch 1674 | loss: 0.0312205 | val_loss: 0.0312189 | Time: 1577.77 ms [2021-03-21 21:27:47 main:574] : INFO : Epoch 1675 | loss: 0.0312192 | val_loss: 0.0312185 | Time: 1419.83 ms [2021-03-21 21:27:49 main:574] : INFO : Epoch 1676 | loss: 0.0312179 | val_loss: 0.0312173 | Time: 1359.73 ms [2021-03-21 21:27:50 main:574] : INFO : Epoch 1677 | loss: 0.0312177 | val_loss: 0.0312183 | Time: 1533.03 ms [2021-03-21 21:27:52 main:574] : INFO : Epoch 1678 | loss: 0.0312162 | val_loss: 0.031217 | Time: 1534.42 ms [2021-03-21 21:27:53 main:574] : INFO : Epoch 1679 | loss: 0.0312166 | val_loss: 0.0312178 | Time: 1249.51 ms [2021-03-21 21:27:55 main:574] : INFO : Epoch 1680 | loss: 0.0312188 | val_loss: 0.0312202 | Time: 1590.96 ms [2021-03-21 21:27:57 main:574] : INFO : Epoch 1681 | loss: 0.0312164 | val_loss: 0.0312168 | Time: 1563.2 ms [2021-03-21 21:27:58 main:574] : INFO : Epoch 1682 | loss: 0.0312152 | val_loss: 0.0312156 | Time: 1241.54 ms [2021-03-21 21:28:00 main:574] : INFO : Epoch 1683 | loss: 0.0312147 | val_loss: 0.0312156 | Time: 1493.75 ms [2021-03-21 21:28:01 main:574] : INFO : Epoch 1684 | loss: 0.0312144 | val_loss: 0.0312175 | Time: 1514.92 ms [2021-03-21 21:28:03 main:574] : INFO : Epoch 1685 | loss: 0.031216 | val_loss: 0.0312169 | Time: 1396.62 ms [2021-03-21 21:28:04 main:574] : INFO : Epoch 1686 | loss: 0.0312142 | val_loss: 0.0312147 | Time: 1390.62 ms [2021-03-21 21:28:06 main:574] : INFO : Epoch 1687 | loss: 0.0312149 | val_loss: 0.0312186 | Time: 1550.72 ms [2021-03-21 21:28:07 main:574] : INFO : Epoch 1688 | loss: 0.0312151 | val_loss: 0.0312151 | Time: 1495.8 ms [2021-03-21 21:28:09 main:574] : INFO : Epoch 1689 | loss: 0.0312203 | val_loss: 0.0312201 | Time: 1325.77 ms [2021-03-21 21:28:10 main:574] : INFO : Epoch 1690 | loss: 0.0312278 | val_loss: 0.031229 | Time: 1554.61 ms [2021-03-21 21:28:12 main:574] : INFO : Epoch 1691 | loss: 0.0312294 | val_loss: 0.0312315 | Time: 1562.11 ms [2021-03-21 21:28:13 main:574] : INFO : Epoch 1692 | loss: 0.0312301 | val_loss: 0.0312322 | Time: 1220.18 ms [2021-03-21 21:28:15 main:574] : INFO : Epoch 1693 | loss: 0.0312283 | val_loss: 0.0312295 | Time: 1560.21 ms [2021-03-21 21:28:17 main:574] : INFO : Epoch 1694 | loss: 0.0312271 | val_loss: 0.0312292 | Time: 1516.89 ms [2021-03-21 21:28:18 main:574] : INFO : Epoch 1695 | loss: 0.0312256 | val_loss: 0.031228 | Time: 1292.87 ms [2021-03-21 21:28:19 main:574] : INFO : Epoch 1696 | loss: 0.0312241 | val_loss: 0.0312273 | Time: 1482.25 ms [2021-03-21 21:28:21 main:574] : INFO : Epoch 1697 | loss: 0.0312243 | val_loss: 0.0312262 | Time: 1573.07 ms [2021-03-21 21:28:23 main:574] : INFO : Epoch 1698 | loss: 0.0312246 | val_loss: 0.0312295 | Time: 1446.43 ms [2021-03-21 21:28:24 main:574] : INFO : Epoch 1699 | loss: 0.0312221 | val_loss: 0.0312248 | Time: 1385.18 ms [2021-03-21 21:28:26 main:574] : INFO : Epoch 1700 | loss: 0.0312206 | val_loss: 0.0312262 | Time: 1585.47 ms [2021-03-21 21:28:27 main:574] : INFO : Epoch 1701 | loss: 0.0312199 | val_loss: 0.0312234 | Time: 1503.08 ms [2021-03-21 21:28:29 main:574] : INFO : Epoch 1702 | loss: 0.03122 | val_loss: 0.0312232 | Time: 1287.19 ms [2021-03-21 21:28:30 main:574] : INFO : Epoch 1703 | loss: 0.031224 | val_loss: 0.0312263 | Time: 1540.38 ms [2021-03-21 21:28:32 main:574] : INFO : Epoch 1704 | loss: 0.0312248 | val_loss: 0.0312253 | Time: 1520.29 ms [2021-03-21 21:28:33 main:574] : INFO : Epoch 1705 | loss: 0.031223 | val_loss: 0.031224 | Time: 1209.41 ms [2021-03-21 21:28:35 main:574] : INFO : Epoch 1706 | loss: 0.0312213 | val_loss: 0.0312254 | Time: 1493.33 ms [2021-03-21 21:28:36 main:574] : INFO : Epoch 1707 | loss: 0.0312214 | val_loss: 0.0312237 | Time: 1538.51 ms [2021-03-21 21:28:38 main:574] : INFO : Epoch 1708 | loss: 0.0312206 | val_loss: 0.0312235 | Time: 1325.3 ms [2021-03-21 21:28:39 main:574] : INFO : Epoch 1709 | loss: 0.0312207 | val_loss: 0.0312225 | Time: 1534.95 ms [2021-03-21 21:28:41 main:574] : INFO : Epoch 1710 | loss: 0.0312191 | val_loss: 0.0312216 | Time: 1523.47 ms [2021-03-21 21:28:43 main:574] : INFO : Epoch 1711 | loss: 0.0312185 | val_loss: 0.0312216 | Time: 1405.13 ms [2021-03-21 21:28:44 main:574] : INFO : Epoch 1712 | loss: 0.0312186 | val_loss: 0.0312219 | Time: 1354.08 ms [2021-03-21 21:28:46 main:574] : INFO : Epoch 1713 | loss: 0.031217 | val_loss: 0.0312212 | Time: 1529.61 ms [2021-03-21 21:28:47 main:574] : INFO : Epoch 1714 | loss: 0.0312169 | val_loss: 0.031228 | Time: 1548.87 ms [2021-03-21 21:28:49 main:574] : INFO : Epoch 1715 | loss: 0.0312182 | val_loss: 0.0312203 | Time: 1248.36 ms [2021-03-21 21:28:50 main:574] : INFO : Epoch 1716 | loss: 0.0312163 | val_loss: 0.0312204 | Time: 1521.92 ms [2021-03-21 21:28:52 main:574] : INFO : Epoch 1717 | loss: 0.0312161 | val_loss: 0.0312197 | Time: 1569.33 ms [2021-03-21 21:28:53 main:574] : INFO : Epoch 1718 | loss: 0.0312155 | val_loss: 0.0312192 | Time: 1247.65 ms [2021-03-21 21:28:55 main:574] : INFO : Epoch 1719 | loss: 0.0312156 | val_loss: 0.0312189 | Time: 1499.17 ms [2021-03-21 21:28:56 main:574] : INFO : Epoch 1720 | loss: 0.0312151 | val_loss: 0.0312195 | Time: 1577.95 ms [2021-03-21 21:28:58 main:574] : INFO : Epoch 1721 | loss: 0.0312151 | val_loss: 0.0312225 | Time: 1396.85 ms [2021-03-21 21:28:59 main:574] : INFO : Epoch 1722 | loss: 0.0312142 | val_loss: 0.0312193 | Time: 1438.28 ms [2021-03-21 21:29:01 main:574] : INFO : Epoch 1723 | loss: 0.0312149 | val_loss: 0.031219 | Time: 1513.96 ms [2021-03-21 21:29:03 main:574] : INFO : Epoch 1724 | loss: 0.0312158 | val_loss: 0.0312255 | Time: 1475.97 ms [2021-03-21 21:29:04 main:574] : INFO : Epoch 1725 | loss: 0.0312145 | val_loss: 0.0312195 | Time: 1370.21 ms [2021-03-21 21:29:06 main:574] : INFO : Epoch 1726 | loss: 0.0312125 | val_loss: 0.0312195 | Time: 1556.93 ms [2021-03-21 21:29:07 main:574] : INFO : Epoch 1727 | loss: 0.031212 | val_loss: 0.0312178 | Time: 1502.29 ms [2021-03-21 21:29:09 main:574] : INFO : Epoch 1728 | loss: 0.0312122 | val_loss: 0.0312197 | Time: 1232.62 ms [2021-03-21 21:29:10 main:574] : INFO : Epoch 1729 | loss: 0.0312136 | val_loss: 0.031218 | Time: 1522.61 ms [2021-03-21 21:29:12 main:574] : INFO : Epoch 1730 | loss: 0.0312124 | val_loss: 0.0312214 | Time: 1522.71 ms [2021-03-21 21:29:13 main:574] : INFO : Epoch 1731 | loss: 0.0312128 | val_loss: 0.0312198 | Time: 1306.42 ms [2021-03-21 21:29:15 main:574] : INFO : Epoch 1732 | loss: 0.0312121 | val_loss: 0.0312245 | Time: 1504.35 ms [2021-03-21 21:29:16 main:574] : INFO : Epoch 1733 | loss: 0.0312158 | val_loss: 0.0312284 | Time: 1490.72 ms [2021-03-21 21:29:18 main:574] : INFO : Epoch 1734 | loss: 0.0312153 | val_loss: 0.0312182 | Time: 1369.29 ms [2021-03-21 21:29:19 main:574] : INFO : Epoch 1735 | loss: 0.0312121 | val_loss: 0.0312174 | Time: 1369.37 ms [2021-03-21 21:29:21 main:574] : INFO : Epoch 1736 | loss: 0.0312112 | val_loss: 0.0312166 | Time: 1541.44 ms [2021-03-21 21:29:22 main:574] : INFO : Epoch 1737 | loss: 0.0312107 | val_loss: 0.0312173 | Time: 1525.36 ms [2021-03-21 21:29:24 main:574] : INFO : Epoch 1738 | loss: 0.0312098 | val_loss: 0.0312152 | Time: 1281.78 ms [2021-03-21 21:29:25 main:574] : INFO : Epoch 1739 | loss: 0.0312105 | val_loss: 0.031219 | Time: 1569.32 ms [2021-03-21 21:29:27 main:574] : INFO : Epoch 1740 | loss: 0.0312112 | val_loss: 0.0312161 | Time: 1562.71 ms [2021-03-21 21:29:28 main:574] : INFO : Epoch 1741 | loss: 0.0312081 | val_loss: 0.0312157 | Time: 1219.91 ms [2021-03-21 21:29:30 main:574] : INFO : Epoch 1742 | loss: 0.0312094 | val_loss: 0.0312178 | Time: 1509.98 ms [2021-03-21 21:29:32 main:574] : INFO : Epoch 1743 | loss: 0.0312088 | val_loss: 0.0312157 | Time: 1491.37 ms [2021-03-21 21:29:33 main:574] : INFO : Epoch 1744 | loss: 0.0312085 | val_loss: 0.0312154 | Time: 1373.96 ms [2021-03-21 21:29:35 main:574] : INFO : Epoch 1745 | loss: 0.0312089 | val_loss: 0.0312148 | Time: 1415.68 ms [2021-03-21 21:29:36 main:574] : INFO : Epoch 1746 | loss: 0.0312079 | val_loss: 0.0312165 | Time: 1535.42 ms [2021-03-21 21:29:38 main:574] : INFO : Epoch 1747 | loss: 0.031208 | val_loss: 0.0312168 | Time: 1467.48 ms [2021-03-21 21:29:39 main:574] : INFO : Epoch 1748 | loss: 0.0312084 | val_loss: 0.0312152 | Time: 1371.79 ms [2021-03-21 21:29:41 main:574] : INFO : Epoch 1749 | loss: 0.0312082 | val_loss: 0.031214 | Time: 1517.92 ms [2021-03-21 21:29:42 main:574] : INFO : Epoch 1750 | loss: 0.0312075 | val_loss: 0.0312153 | Time: 1530.47 ms [2021-03-21 21:29:44 main:574] : INFO : Epoch 1751 | loss: 0.0312112 | val_loss: 0.031215 | Time: 1238.32 ms [2021-03-21 21:29:45 main:574] : INFO : Epoch 1752 | loss: 0.0312089 | val_loss: 0.0312149 | Time: 1550.5 ms [2021-03-21 21:29:47 main:574] : INFO : Epoch 1753 | loss: 0.0312078 | val_loss: 0.0312157 | Time: 1523.85 ms [2021-03-21 21:29:48 main:574] : INFO : Epoch 1754 | loss: 0.0312075 | val_loss: 0.0312165 | Time: 1241.17 ms [2021-03-21 21:29:50 main:574] : INFO : Epoch 1755 | loss: 0.0312067 | val_loss: 0.0312147 | Time: 1552.13 ms [2021-03-21 21:29:52 main:574] : INFO : Epoch 1756 | loss: 0.0312089 | val_loss: 0.0312154 | Time: 1562.55 ms [2021-03-21 21:29:53 main:574] : INFO : Epoch 1757 | loss: 0.0312073 | val_loss: 0.031215 | Time: 1422.91 ms [2021-03-21 21:29:55 main:574] : INFO : Epoch 1758 | loss: 0.0312071 | val_loss: 0.0312176 | Time: 1479.62 ms [2021-03-21 21:29:56 main:574] : INFO : Epoch 1759 | loss: 0.0312093 | val_loss: 0.0312134 | Time: 1521.37 ms [2021-03-21 21:29:58 main:574] : INFO : Epoch 1760 | loss: 0.0312095 | val_loss: 0.0312142 | Time: 1418.59 ms [2021-03-21 21:29:59 main:574] : INFO : Epoch 1761 | loss: 0.0312077 | val_loss: 0.0312139 | Time: 1356.05 ms [2021-03-21 21:30:01 main:574] : INFO : Epoch 1762 | loss: 0.0312066 | val_loss: 0.0312136 | Time: 1550.39 ms [2021-03-21 21:30:02 main:574] : INFO : Epoch 1763 | loss: 0.0312071 | val_loss: 0.0312155 | Time: 1542.72 ms [2021-03-21 21:30:04 main:574] : INFO : Epoch 1764 | loss: 0.0312095 | val_loss: 0.0312205 | Time: 1258.51 ms [2021-03-21 21:30:05 main:574] : INFO : Epoch 1765 | loss: 0.0312075 | val_loss: 0.0312139 | Time: 1532.39 ms [2021-03-21 21:30:07 main:574] : INFO : Epoch 1766 | loss: 0.0312055 | val_loss: 0.0312129 | Time: 1529.11 ms [2021-03-21 21:30:08 main:574] : INFO : Epoch 1767 | loss: 0.0312069 | val_loss: 0.0312153 | Time: 1275.01 ms [2021-03-21 21:30:10 main:574] : INFO : Epoch 1768 | loss: 0.0312069 | val_loss: 0.0312193 | Time: 1507.07 ms [2021-03-21 21:30:12 main:574] : INFO : Epoch 1769 | loss: 0.0312097 | val_loss: 0.0312147 | Time: 1533.12 ms [2021-03-21 21:30:13 main:574] : INFO : Epoch 1770 | loss: 0.0312076 | val_loss: 0.0312141 | Time: 1393.72 ms [2021-03-21 21:30:15 main:574] : INFO : Epoch 1771 | loss: 0.0312056 | val_loss: 0.0312147 | Time: 1451.24 ms [2021-03-21 21:30:16 main:574] : INFO : Epoch 1772 | loss: 0.031206 | val_loss: 0.0312135 | Time: 1539.35 ms [2021-03-21 21:30:18 main:574] : INFO : Epoch 1773 | loss: 0.0312062 | val_loss: 0.0312134 | Time: 1465.9 ms [2021-03-21 21:30:19 main:574] : INFO : Epoch 1774 | loss: 0.0312056 | val_loss: 0.0312141 | Time: 1334.87 ms [2021-03-21 21:30:21 main:574] : INFO : Epoch 1775 | loss: 0.0312044 | val_loss: 0.0312126 | Time: 1526.23 ms [2021-03-21 21:30:22 main:574] : INFO : Epoch 1776 | loss: 0.0312051 | val_loss: 0.0312121 | Time: 1546.51 ms [2021-03-21 21:30:24 main:574] : INFO : Epoch 1777 | loss: 0.0312086 | val_loss: 0.0312157 | Time: 1193.6 ms [2021-03-21 21:30:25 main:574] : INFO : Epoch 1778 | loss: 0.031206 | val_loss: 0.0312175 | Time: 1548.49 ms [2021-03-21 21:30:27 main:574] : INFO : Epoch 1779 | loss: 0.0312093 | val_loss: 0.0312174 | Time: 1561.18 ms [2021-03-21 21:30:28 main:574] : INFO : Epoch 1780 | loss: 0.0312068 | val_loss: 0.0312138 | Time: 1301.97 ms [2021-03-21 21:30:30 main:574] : INFO : Epoch 1781 | loss: 0.0312051 | val_loss: 0.0312137 | Time: 1502.21 ms [2021-03-21 21:30:31 main:574] : INFO : Epoch 1782 | loss: 0.0312041 | val_loss: 0.0312124 | Time: 1556.6 ms [2021-03-21 21:30:33 main:574] : INFO : Epoch 1783 | loss: 0.031206 | val_loss: 0.0312157 | Time: 1399.43 ms [2021-03-21 21:30:34 main:574] : INFO : Epoch 1784 | loss: 0.0312067 | val_loss: 0.0312136 | Time: 1380.28 ms [2021-03-21 21:30:36 main:574] : INFO : Epoch 1785 | loss: 0.0312044 | val_loss: 0.0312143 | Time: 1560.84 ms [2021-03-21 21:30:38 main:574] : INFO : Epoch 1786 | loss: 0.0312059 | val_loss: 0.0312173 | Time: 1479.37 ms [2021-03-21 21:30:39 main:574] : INFO : Epoch 1787 | loss: 0.0312071 | val_loss: 0.0312149 | Time: 1289.57 ms [2021-03-21 21:30:41 main:574] : INFO : Epoch 1788 | loss: 0.0312039 | val_loss: 0.0312132 | Time: 1538.15 ms [2021-03-21 21:30:42 main:574] : INFO : Epoch 1789 | loss: 0.0312046 | val_loss: 0.031215 | Time: 1559.71 ms [2021-03-21 21:30:44 main:574] : INFO : Epoch 1790 | loss: 0.031204 | val_loss: 0.0312132 | Time: 1255.79 ms [2021-03-21 21:30:45 main:574] : INFO : Epoch 1791 | loss: 0.0312044 | val_loss: 0.0312164 | Time: 1531.29 ms [2021-03-21 21:30:47 main:574] : INFO : Epoch 1792 | loss: 0.0312052 | val_loss: 0.0312163 | Time: 1491.14 ms [2021-03-21 21:30:48 main:574] : INFO : Epoch 1793 | loss: 0.0312153 | val_loss: 0.031222 | Time: 1351.18 ms [2021-03-21 21:30:50 main:574] : INFO : Epoch 1794 | loss: 0.0312171 | val_loss: 0.0312218 | Time: 1445.66 ms [2021-03-21 21:30:51 main:574] : INFO : Epoch 1795 | loss: 0.0312222 | val_loss: 0.0312373 | Time: 1536.35 ms [2021-03-21 21:30:53 main:574] : INFO : Epoch 1796 | loss: 0.0312291 | val_loss: 0.0312224 | Time: 1439.75 ms [2021-03-21 21:30:55 main:574] : INFO : Epoch 1797 | loss: 0.0312234 | val_loss: 0.0312252 | Time: 1556.63 ms [2021-03-21 21:30:56 main:574] : INFO : Epoch 1798 | loss: 0.0312236 | val_loss: 0.0312183 | Time: 1505.21 ms [2021-03-21 21:30:58 main:574] : INFO : Epoch 1799 | loss: 0.0312202 | val_loss: 0.0312233 | Time: 1447.35 ms [2021-03-21 21:30:59 main:574] : INFO : Epoch 1800 | loss: 0.0312197 | val_loss: 0.0312163 | Time: 1309.47 ms [2021-03-21 21:31:01 main:574] : INFO : Epoch 1801 | loss: 0.0312166 | val_loss: 0.0312151 | Time: 1517.73 ms [2021-03-21 21:31:02 main:574] : INFO : Epoch 1802 | loss: 0.031215 | val_loss: 0.0312143 | Time: 1546.9 ms [2021-03-21 21:31:04 main:574] : INFO : Epoch 1803 | loss: 0.0312144 | val_loss: 0.0312146 | Time: 1241.93 ms [2021-03-21 21:31:05 main:574] : INFO : Epoch 1804 | loss: 0.0312158 | val_loss: 0.0312132 | Time: 1527.54 ms [2021-03-21 21:31:07 main:574] : INFO : Epoch 1805 | loss: 0.031214 | val_loss: 0.0312138 | Time: 1556.4 ms [2021-03-21 21:31:08 main:574] : INFO : Epoch 1806 | loss: 0.0312132 | val_loss: 0.0312137 | Time: 1281.85 ms [2021-03-21 21:31:10 main:574] : INFO : Epoch 1807 | loss: 0.0312134 | val_loss: 0.0312141 | Time: 1467.82 ms [2021-03-21 21:31:11 main:574] : INFO : Epoch 1808 | loss: 0.0312128 | val_loss: 0.0312113 | Time: 1509.21 ms [2021-03-21 21:31:13 main:574] : INFO : Epoch 1809 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 1414.65 ms [2021-03-21 21:31:14 main:574] : INFO : Epoch 1810 | loss: 0.031213 | val_loss: 0.0312116 | Time: 1373.04 ms [2021-03-21 21:31:16 main:574] : INFO : Epoch 1811 | loss: 0.0312099 | val_loss: 0.0312109 | Time: 1518.44 ms [2021-03-21 21:31:18 main:574] : INFO : Epoch 1812 | loss: 0.0312121 | val_loss: 0.0312114 | Time: 1534.46 ms [2021-03-21 21:31:19 main:574] : INFO : Epoch 1813 | loss: 0.0312093 | val_loss: 0.0312103 | Time: 1303.85 ms [2021-03-21 21:31:21 main:574] : INFO : Epoch 1814 | loss: 0.0312106 | val_loss: 0.0312132 | Time: 1512.99 ms [2021-03-21 21:31:22 main:574] : INFO : Epoch 1815 | loss: 0.0312093 | val_loss: 0.0312108 | Time: 1504.76 ms [2021-03-21 21:31:24 main:574] : INFO : Epoch 1816 | loss: 0.0312093 | val_loss: 0.0312138 | Time: 1264.81 ms [2021-03-21 21:31:25 main:574] : INFO : Epoch 1817 | loss: 0.0312079 | val_loss: 0.0312098 | Time: 1545.3 ms [2021-03-21 21:31:27 main:574] : INFO : Epoch 1818 | loss: 0.0312083 | val_loss: 0.0312113 | Time: 1571.79 ms [2021-03-21 21:31:28 main:574] : INFO : Epoch 1819 | loss: 0.0312075 | val_loss: 0.0312112 | Time: 1325.86 ms [2021-03-21 21:31:30 main:574] : INFO : Epoch 1820 | loss: 0.0312083 | val_loss: 0.0312103 | Time: 1481.76 ms [2021-03-21 21:31:31 main:574] : INFO : Epoch 1821 | loss: 0.0312071 | val_loss: 0.0312113 | Time: 1557.03 ms [2021-03-21 21:31:33 main:574] : INFO : Epoch 1822 | loss: 0.0312091 | val_loss: 0.0312116 | Time: 1450.6 ms [2021-03-21 21:31:34 main:574] : INFO : Epoch 1823 | loss: 0.0312098 | val_loss: 0.03121 | Time: 1384.89 ms [2021-03-21 21:31:36 main:574] : INFO : Epoch 1824 | loss: 0.0312063 | val_loss: 0.0312098 | Time: 1533.46 ms [2021-03-21 21:31:38 main:574] : INFO : Epoch 1825 | loss: 0.0312059 | val_loss: 0.0312102 | Time: 1534.4 ms [2021-03-21 21:31:39 main:574] : INFO : Epoch 1826 | loss: 0.031206 | val_loss: 0.0312098 | Time: 1274.02 ms [2021-03-21 21:31:41 main:574] : INFO : Epoch 1827 | loss: 0.0312057 | val_loss: 0.0312098 | Time: 1523.43 ms [2021-03-21 21:31:42 main:574] : INFO : Epoch 1828 | loss: 0.0312059 | val_loss: 0.031211 | Time: 1460.35 ms [2021-03-21 21:31:44 main:574] : INFO : Epoch 1829 | loss: 0.0312055 | val_loss: 0.0312144 | Time: 1241.07 ms [2021-03-21 21:31:45 main:574] : INFO : Epoch 1830 | loss: 0.0312116 | val_loss: 0.0312141 | Time: 1581.22 ms [2021-03-21 21:31:47 main:574] : INFO : Epoch 1831 | loss: 0.031212 | val_loss: 0.0312135 | Time: 1514.02 ms [2021-03-21 21:31:48 main:574] : INFO : Epoch 1832 | loss: 0.0312157 | val_loss: 0.0312314 | Time: 1370.43 ms [2021-03-21 21:31:50 main:574] : INFO : Epoch 1833 | loss: 0.0312283 | val_loss: 0.0312264 | Time: 1422.11 ms [2021-03-21 21:31:51 main:574] : INFO : Epoch 1834 | loss: 0.0312248 | val_loss: 0.0312228 | Time: 1510.28 ms [2021-03-21 21:31:53 main:574] : INFO : Epoch 1835 | loss: 0.0312209 | val_loss: 0.0312208 | Time: 1460.12 ms [2021-03-21 21:31:54 main:574] : INFO : Epoch 1836 | loss: 0.0312198 | val_loss: 0.0312218 | Time: 1366.97 ms [2021-03-21 21:31:56 main:574] : INFO : Epoch 1837 | loss: 0.031219 | val_loss: 0.03122 | Time: 1526.78 ms [2021-03-21 21:31:58 main:574] : INFO : Epoch 1838 | loss: 0.0312184 | val_loss: 0.0312199 | Time: 1513.66 ms [2021-03-21 21:31:59 main:574] : INFO : Epoch 1839 | loss: 0.0312196 | val_loss: 0.0312187 | Time: 1201.32 ms [2021-03-21 21:32:00 main:574] : INFO : Epoch 1840 | loss: 0.031217 | val_loss: 0.0312203 | Time: 1548.62 ms [2021-03-21 21:32:02 main:574] : INFO : Epoch 1841 | loss: 0.0312176 | val_loss: 0.0312196 | Time: 1519.68 ms [2021-03-21 21:32:03 main:574] : INFO : Epoch 1842 | loss: 0.031216 | val_loss: 0.0312171 | Time: 1339.61 ms [2021-03-21 21:32:05 main:574] : INFO : Epoch 1843 | loss: 0.0312179 | val_loss: 0.0312202 | Time: 1481.98 ms [2021-03-21 21:32:07 main:574] : INFO : Epoch 1844 | loss: 0.0312205 | val_loss: 0.0312215 | Time: 1530.09 ms [2021-03-21 21:32:08 main:574] : INFO : Epoch 1845 | loss: 0.0312231 | val_loss: 0.03122 | Time: 1427.37 ms [2021-03-21 21:32:10 main:574] : INFO : Epoch 1846 | loss: 0.0312206 | val_loss: 0.0312196 | Time: 1401.85 ms [2021-03-21 21:32:11 main:574] : INFO : Epoch 1847 | loss: 0.0312216 | val_loss: 0.0312216 | Time: 1498.27 ms [2021-03-21 21:32:13 main:574] : INFO : Epoch 1848 | loss: 0.0312199 | val_loss: 0.0312201 | Time: 1555.45 ms [2021-03-21 21:32:14 main:574] : INFO : Epoch 1849 | loss: 0.0312191 | val_loss: 0.0312178 | Time: 1288.35 ms [2021-03-21 21:32:16 main:574] : INFO : Epoch 1850 | loss: 0.0312167 | val_loss: 0.031218 | Time: 1500.54 ms [2021-03-21 21:32:17 main:574] : INFO : Epoch 1851 | loss: 0.0312162 | val_loss: 0.0312183 | Time: 1499 ms [2021-03-21 21:32:19 main:574] : INFO : Epoch 1852 | loss: 0.0312154 | val_loss: 0.031221 | Time: 1203.71 ms [2021-03-21 21:32:20 main:574] : INFO : Epoch 1853 | loss: 0.0312161 | val_loss: 0.0312175 | Time: 1536.57 ms [2021-03-21 21:32:22 main:574] : INFO : Epoch 1854 | loss: 0.0312154 | val_loss: 0.0312163 | Time: 1546.82 ms [2021-03-21 21:32:23 main:574] : INFO : Epoch 1855 | loss: 0.0312152 | val_loss: 0.0312166 | Time: 1363.61 ms [2021-03-21 21:32:25 main:574] : INFO : Epoch 1856 | loss: 0.0312142 | val_loss: 0.0312161 | Time: 1493.52 ms [2021-03-21 21:32:27 main:574] : INFO : Epoch 1857 | loss: 0.0312146 | val_loss: 0.0312183 | Time: 1589.75 ms [2021-03-21 21:32:28 main:574] : INFO : Epoch 1858 | loss: 0.0312138 | val_loss: 0.0312161 | Time: 1450.59 ms [2021-03-21 21:32:30 main:574] : INFO : Epoch 1859 | loss: 0.0312136 | val_loss: 0.0312187 | Time: 1379.45 ms [2021-03-21 21:32:31 main:574] : INFO : Epoch 1860 | loss: 0.0312168 | val_loss: 0.0312168 | Time: 1539.87 ms [2021-03-21 21:32:33 main:574] : INFO : Epoch 1861 | loss: 0.0312147 | val_loss: 0.0312175 | Time: 1512.56 ms [2021-03-21 21:32:34 main:574] : INFO : Epoch 1862 | loss: 0.0312136 | val_loss: 0.0312179 | Time: 1269.98 ms [2021-03-21 21:32:36 main:574] : INFO : Epoch 1863 | loss: 0.0312131 | val_loss: 0.0312185 | Time: 1483.72 ms [2021-03-21 21:32:37 main:574] : INFO : Epoch 1864 | loss: 0.0312125 | val_loss: 0.031216 | Time: 1523.32 ms [2021-03-21 21:32:39 main:574] : INFO : Epoch 1865 | loss: 0.0312123 | val_loss: 0.0312151 | Time: 1263.24 ms [2021-03-21 21:32:40 main:574] : INFO : Epoch 1866 | loss: 0.0312149 | val_loss: 0.0312252 | Time: 1520.1 ms [2021-03-21 21:32:42 main:574] : INFO : Epoch 1867 | loss: 0.031217 | val_loss: 0.0312156 | Time: 1566.14 ms [2021-03-21 21:32:43 main:574] : INFO : Epoch 1868 | loss: 0.0312138 | val_loss: 0.0312151 | Time: 1361.47 ms [2021-03-21 21:32:45 main:574] : INFO : Epoch 1869 | loss: 0.0312116 | val_loss: 0.0312149 | Time: 1452.69 ms [2021-03-21 21:32:47 main:574] : INFO : Epoch 1870 | loss: 0.0312123 | val_loss: 0.0312153 | Time: 1521.98 ms [2021-03-21 21:32:48 main:574] : INFO : Epoch 1871 | loss: 0.0312122 | val_loss: 0.0312151 | Time: 1500.31 ms [2021-03-21 21:32:50 main:574] : INFO : Epoch 1872 | loss: 0.031212 | val_loss: 0.0312153 | Time: 1353.28 ms [2021-03-21 21:32:51 main:574] : INFO : Epoch 1873 | loss: 0.0312129 | val_loss: 0.0312163 | Time: 1548.51 ms [2021-03-21 21:32:53 main:574] : INFO : Epoch 1874 | loss: 0.031211 | val_loss: 0.0312193 | Time: 1566.18 ms [2021-03-21 21:32:54 main:574] : INFO : Epoch 1875 | loss: 0.0312201 | val_loss: 0.0312222 | Time: 1234.2 ms [2021-03-21 21:32:56 main:574] : INFO : Epoch 1876 | loss: 0.0312215 | val_loss: 0.0312204 | Time: 1490.8 ms [2021-03-21 21:32:57 main:574] : INFO : Epoch 1877 | loss: 0.031219 | val_loss: 0.0312169 | Time: 1536.95 ms [2021-03-21 21:32:59 main:574] : INFO : Epoch 1878 | loss: 0.0312159 | val_loss: 0.0312179 | Time: 1272.19 ms [2021-03-21 21:33:00 main:574] : INFO : Epoch 1879 | loss: 0.0312166 | val_loss: 0.0312158 | Time: 1481.91 ms [2021-03-21 21:33:02 main:574] : INFO : Epoch 1880 | loss: 0.0312154 | val_loss: 0.0312206 | Time: 1553.1 ms [2021-03-21 21:33:03 main:574] : INFO : Epoch 1881 | loss: 0.0312146 | val_loss: 0.0312146 | Time: 1393.72 ms [2021-03-21 21:33:05 main:574] : INFO : Epoch 1882 | loss: 0.0312129 | val_loss: 0.0312148 | Time: 1422.55 ms [2021-03-21 21:33:06 main:574] : INFO : Epoch 1883 | loss: 0.031212 | val_loss: 0.0312135 | Time: 1505.44 ms [2021-03-21 21:33:08 main:574] : INFO : Epoch 1884 | loss: 0.0312125 | val_loss: 0.0312141 | Time: 1453.72 ms [2021-03-21 21:33:09 main:574] : INFO : Epoch 1885 | loss: 0.0312107 | val_loss: 0.0312131 | Time: 1288.39 ms [2021-03-21 21:33:11 main:574] : INFO : Epoch 1886 | loss: 0.0312108 | val_loss: 0.0312175 | Time: 1572 ms [2021-03-21 21:33:13 main:574] : INFO : Epoch 1887 | loss: 0.0312115 | val_loss: 0.0312159 | Time: 1499.3 ms [2021-03-21 21:33:14 main:574] : INFO : Epoch 1888 | loss: 0.0312105 | val_loss: 0.0312127 | Time: 1253.1 ms [2021-03-21 21:33:16 main:574] : INFO : Epoch 1889 | loss: 0.031209 | val_loss: 0.0312172 | Time: 1517.22 ms [2021-03-21 21:33:17 main:574] : INFO : Epoch 1890 | loss: 0.03122 | val_loss: 0.0312202 | Time: 1584.89 ms [2021-03-21 21:33:19 main:574] : INFO : Epoch 1891 | loss: 0.0312198 | val_loss: 0.0312177 | Time: 1323.15 ms [2021-03-21 21:33:20 main:574] : INFO : Epoch 1892 | loss: 0.0312174 | val_loss: 0.0312171 | Time: 1493.52 ms [2021-03-21 21:33:22 main:574] : INFO : Epoch 1893 | loss: 0.0312158 | val_loss: 0.0312161 | Time: 1565.16 ms [2021-03-21 21:33:23 main:574] : INFO : Epoch 1894 | loss: 0.0312146 | val_loss: 0.0312154 | Time: 1454.67 ms [2021-03-21 21:33:25 main:574] : INFO : Epoch 1895 | loss: 0.0312149 | val_loss: 0.031214 | Time: 1398.84 ms [2021-03-21 21:33:26 main:574] : INFO : Epoch 1896 | loss: 0.0312158 | val_loss: 0.0312159 | Time: 1554.93 ms [2021-03-21 21:33:28 main:574] : INFO : Epoch 1897 | loss: 0.0312152 | val_loss: 0.0312157 | Time: 1472.58 ms [2021-03-21 21:33:29 main:574] : INFO : Epoch 1898 | loss: 0.0312126 | val_loss: 0.031212 | Time: 1259.97 ms [2021-03-21 21:33:31 main:574] : INFO : Epoch 1899 | loss: 0.0312127 | val_loss: 0.0312126 | Time: 1506.05 ms [2021-03-21 21:33:33 main:574] : INFO : Epoch 1900 | loss: 0.0312122 | val_loss: 0.0312119 | Time: 1557.13 ms [2021-03-21 21:33:34 main:574] : INFO : Epoch 1901 | loss: 0.0312114 | val_loss: 0.0312125 | Time: 1254.37 ms [2021-03-21 21:33:36 main:574] : INFO : Epoch 1902 | loss: 0.0312146 | val_loss: 0.0312154 | Time: 1567.61 ms [2021-03-21 21:33:37 main:574] : INFO : Epoch 1903 | loss: 0.0312134 | val_loss: 0.0312109 | Time: 1591.91 ms [2021-03-21 21:33:39 main:574] : INFO : Epoch 1904 | loss: 0.0312134 | val_loss: 0.031212 | Time: 1373.65 ms [2021-03-21 21:33:40 main:574] : INFO : Epoch 1905 | loss: 0.031214 | val_loss: 0.031211 | Time: 1496.11 ms [2021-03-21 21:33:42 main:574] : INFO : Epoch 1906 | loss: 0.0312153 | val_loss: 0.031212 | Time: 1582.32 ms [2021-03-21 21:33:43 main:574] : INFO : Epoch 1907 | loss: 0.0312125 | val_loss: 0.0312107 | Time: 1422.45 ms [2021-03-21 21:33:45 main:574] : INFO : Epoch 1908 | loss: 0.0312121 | val_loss: 0.031212 | Time: 1390.14 ms [2021-03-21 21:33:47 main:574] : INFO : Epoch 1909 | loss: 0.0312122 | val_loss: 0.0312115 | Time: 1589.32 ms [2021-03-21 21:33:48 main:574] : INFO : Epoch 1910 | loss: 0.0312111 | val_loss: 0.031211 | Time: 1507.19 ms [2021-03-21 21:33:50 main:574] : INFO : Epoch 1911 | loss: 0.0312115 | val_loss: 0.031212 | Time: 1317.91 ms [2021-03-21 21:33:51 main:574] : INFO : Epoch 1912 | loss: 0.0312104 | val_loss: 0.0312108 | Time: 1525.84 ms [2021-03-21 21:33:53 main:574] : INFO : Epoch 1913 | loss: 0.0312094 | val_loss: 0.0312111 | Time: 1556.06 ms [2021-03-21 21:33:54 main:574] : INFO : Epoch 1914 | loss: 0.0312124 | val_loss: 0.0312091 | Time: 1239.41 ms [2021-03-21 21:33:56 main:574] : INFO : Epoch 1915 | loss: 0.0312092 | val_loss: 0.0312092 | Time: 1510.09 ms [2021-03-21 21:33:57 main:574] : INFO : Epoch 1916 | loss: 0.0312082 | val_loss: 0.0312081 | Time: 1544.08 ms [2021-03-21 21:33:59 main:574] : INFO : Epoch 1917 | loss: 0.0312086 | val_loss: 0.031211 | Time: 1285.96 ms [2021-03-21 21:34:00 main:574] : INFO : Epoch 1918 | loss: 0.0312117 | val_loss: 0.0312091 | Time: 1487.26 ms [2021-03-21 21:34:02 main:574] : INFO : Epoch 1919 | loss: 0.0312094 | val_loss: 0.0312094 | Time: 1531.61 ms [2021-03-21 21:34:03 main:574] : INFO : Epoch 1920 | loss: 0.031208 | val_loss: 0.0312092 | Time: 1418.07 ms [2021-03-21 21:34:05 main:574] : INFO : Epoch 1921 | loss: 0.0312079 | val_loss: 0.0312089 | Time: 1310.82 ms [2021-03-21 21:34:06 main:574] : INFO : Epoch 1922 | loss: 0.0312103 | val_loss: 0.0312094 | Time: 1502.49 ms [2021-03-21 21:34:08 main:574] : INFO : Epoch 1923 | loss: 0.0312076 | val_loss: 0.0312074 | Time: 1561.46 ms [2021-03-21 21:34:10 main:574] : INFO : Epoch 1924 | loss: 0.0312073 | val_loss: 0.0312106 | Time: 1331.51 ms [2021-03-21 21:34:11 main:574] : INFO : Epoch 1925 | loss: 0.0312078 | val_loss: 0.031208 | Time: 1584.25 ms [2021-03-21 21:34:13 main:574] : INFO : Epoch 1926 | loss: 0.0312076 | val_loss: 0.0312079 | Time: 1562.37 ms [2021-03-21 21:34:14 main:574] : INFO : Epoch 1927 | loss: 0.0312083 | val_loss: 0.0312083 | Time: 1247.17 ms [2021-03-21 21:34:16 main:574] : INFO : Epoch 1928 | loss: 0.0312073 | val_loss: 0.0312066 | Time: 1487.81 ms [2021-03-21 21:34:17 main:574] : INFO : Epoch 1929 | loss: 0.0312073 | val_loss: 0.0312074 | Time: 1530.05 ms [2021-03-21 21:34:19 main:574] : INFO : Epoch 1930 | loss: 0.0312091 | val_loss: 0.0312131 | Time: 1270.19 ms [2021-03-21 21:34:20 main:574] : INFO : Epoch 1931 | loss: 0.0312097 | val_loss: 0.0312094 | Time: 1476.87 ms [2021-03-21 21:34:22 main:574] : INFO : Epoch 1932 | loss: 0.0312063 | val_loss: 0.0312066 | Time: 1542.4 ms [2021-03-21 21:34:24 main:574] : INFO : Epoch 1933 | loss: 0.0312053 | val_loss: 0.0312071 | Time: 1404 ms [2021-03-21 21:34:25 main:574] : INFO : Epoch 1934 | loss: 0.0312051 | val_loss: 0.0312068 | Time: 1421.44 ms [2021-03-21 21:34:27 main:574] : INFO : Epoch 1935 | loss: 0.0312058 | val_loss: 0.0312109 | Time: 1516.64 ms [2021-03-21 21:34:28 main:574] : INFO : Epoch 1936 | loss: 0.0312071 | val_loss: 0.0312067 | Time: 1510.04 ms [2021-03-21 21:34:30 main:574] : INFO : Epoch 1937 | loss: 0.031206 | val_loss: 0.0312071 | Time: 1293.28 ms [2021-03-21 21:34:31 main:574] : INFO : Epoch 1938 | loss: 0.0312045 | val_loss: 0.0312068 | Time: 1542.32 ms [2021-03-21 21:34:33 main:574] : INFO : Epoch 1939 | loss: 0.0312053 | val_loss: 0.0312082 | Time: 1603.59 ms [2021-03-21 21:34:34 main:574] : INFO : Epoch 1940 | loss: 0.0312066 | val_loss: 0.031216 | Time: 1205.77 ms [2021-03-21 21:34:36 main:574] : INFO : Epoch 1941 | loss: 0.0312126 | val_loss: 0.0312754 | Time: 1543.78 ms [2021-03-21 21:34:37 main:574] : INFO : Epoch 1942 | loss: 0.0354633 | val_loss: 0.0758216 | Time: 1545.65 ms [2021-03-21 21:34:39 main:574] : INFO : Epoch 1943 | loss: 0.0408758 | val_loss: 0.0337961 | Time: 1300.32 ms [2021-03-21 21:34:40 main:574] : INFO : Epoch 1944 | loss: 0.032427 | val_loss: 0.0315134 | Time: 1431.07 ms [2021-03-21 21:34:42 main:574] : INFO : Epoch 1945 | loss: 0.0313978 | val_loss: 0.0312884 | Time: 1548.96 ms [2021-03-21 21:34:43 main:574] : INFO : Epoch 1946 | loss: 0.0312637 | val_loss: 0.0312422 | Time: 1398.26 ms [2021-03-21 21:34:45 main:574] : INFO : Epoch 1947 | loss: 0.0312362 | val_loss: 0.0312305 | Time: 1349.86 ms [2021-03-21 21:34:46 main:574] : INFO : Epoch 1948 | loss: 0.03123 | val_loss: 0.0312277 | Time: 1542.35 ms [2021-03-21 21:34:48 main:574] : INFO : Epoch 1949 | loss: 0.0312275 | val_loss: 0.0312251 | Time: 1568.04 ms [2021-03-21 21:34:49 main:574] : INFO : Epoch 1950 | loss: 0.0312257 | val_loss: 0.0312229 | Time: 1282.49 ms [2021-03-21 21:34:51 main:574] : INFO : Epoch 1951 | loss: 0.0312246 | val_loss: 0.0312218 | Time: 1520.11 ms [2021-03-21 21:34:53 main:574] : INFO : Epoch 1952 | loss: 0.0312233 | val_loss: 0.0312204 | Time: 1523.46 ms [2021-03-21 21:34:54 main:574] : INFO : Epoch 1953 | loss: 0.0312219 | val_loss: 0.0312193 | Time: 1255.72 ms [2021-03-21 21:34:56 main:574] : INFO : Epoch 1954 | loss: 0.0312211 | val_loss: 0.0312184 | Time: 1497.91 ms [2021-03-21 21:34:57 main:574] : INFO : Epoch 1955 | loss: 0.03122 | val_loss: 0.0312177 | Time: 1543.2 ms [2021-03-21 21:34:59 main:574] : INFO : Epoch 1956 | loss: 0.0312191 | val_loss: 0.0312171 | Time: 1359.87 ms [2021-03-21 21:35:00 main:574] : INFO : Epoch 1957 | loss: 0.031219 | val_loss: 0.0312191 | Time: 1413.3 ms [2021-03-21 21:35:02 main:574] : INFO : Epoch 1958 | loss: 0.0312189 | val_loss: 0.0312174 | Time: 1553.03 ms [2021-03-21 21:35:03 main:574] : INFO : Epoch 1959 | loss: 0.0312176 | val_loss: 0.0312158 | Time: 1448.27 ms [2021-03-21 21:35:05 main:574] : INFO : Epoch 1960 | loss: 0.0312168 | val_loss: 0.0312155 | Time: 1304.82 ms [2021-03-21 21:35:06 main:574] : INFO : Epoch 1961 | loss: 0.0312175 | val_loss: 0.0312153 | Time: 1525.35 ms [2021-03-21 21:35:08 main:574] : INFO : Epoch 1962 | loss: 0.0312162 | val_loss: 0.0312152 | Time: 1539.11 ms [2021-03-21 21:35:09 main:574] : INFO : Epoch 1963 | loss: 0.0312152 | val_loss: 0.031215 | Time: 1220.84 ms [2021-03-21 21:35:11 main:574] : INFO : Epoch 1964 | loss: 0.0312149 | val_loss: 0.0312148 | Time: 1545.62 ms [2021-03-21 21:35:12 main:574] : INFO : Epoch 1965 | loss: 0.0312146 | val_loss: 0.0312145 | Time: 1531.64 ms [2021-03-21 21:35:14 main:574] : INFO : Epoch 1966 | loss: 0.0312139 | val_loss: 0.0312144 | Time: 1330.7 ms [2021-03-21 21:35:15 main:574] : INFO : Epoch 1967 | loss: 0.0312134 | val_loss: 0.0312136 | Time: 1410.99 ms [2021-03-21 21:35:17 main:574] : INFO : Epoch 1968 | loss: 0.0312132 | val_loss: 0.0312136 | Time: 1574.03 ms [2021-03-21 21:35:18 main:574] : INFO : Epoch 1969 | loss: 0.0312133 | val_loss: 0.0312133 | Time: 1420.56 ms [2021-03-21 21:35:20 main:574] : INFO : Epoch 1970 | loss: 0.031213 | val_loss: 0.0312133 | Time: 1379.48 ms [2021-03-21 21:35:22 main:574] : INFO : Epoch 1971 | loss: 0.0312129 | val_loss: 0.0312133 | Time: 1535.34 ms [2021-03-21 21:35:23 main:574] : INFO : Epoch 1972 | loss: 0.0312126 | val_loss: 0.0312129 | Time: 1576.95 ms [2021-03-21 21:35:25 main:574] : INFO : Epoch 1973 | loss: 0.0312127 | val_loss: 0.0312129 | Time: 1264.44 ms [2021-03-21 21:35:26 main:574] : INFO : Epoch 1974 | loss: 0.0312127 | val_loss: 0.0312132 | Time: 1505.99 ms [2021-03-21 21:35:28 main:574] : INFO : Epoch 1975 | loss: 0.0312122 | val_loss: 0.0312128 | Time: 1570.26 ms [2021-03-21 21:35:29 main:574] : INFO : Epoch 1976 | loss: 0.031212 | val_loss: 0.031213 | Time: 1267.08 ms [2021-03-21 21:35:31 main:574] : INFO : Epoch 1977 | loss: 0.0312122 | val_loss: 0.0312134 | Time: 1536.28 ms [2021-03-21 21:35:33 main:574] : INFO : Epoch 1978 | loss: 0.0312118 | val_loss: 0.0312134 | Time: 1540.64 ms [2021-03-21 21:35:34 main:574] : INFO : Epoch 1979 | loss: 0.0312117 | val_loss: 0.0312131 | Time: 1288.71 ms [2021-03-21 21:35:36 main:574] : INFO : Epoch 1980 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 1480.34 ms [2021-03-21 21:35:37 main:574] : INFO : Epoch 1981 | loss: 0.0312121 | val_loss: 0.0312124 | Time: 1528.12 ms [2021-03-21 21:35:39 main:574] : INFO : Epoch 1982 | loss: 0.0312116 | val_loss: 0.0312125 | Time: 1408.03 ms [2021-03-21 21:35:40 main:574] : INFO : Epoch 1983 | loss: 0.0312117 | val_loss: 0.0312129 | Time: 1402.37 ms [2021-03-21 21:35:42 main:574] : INFO : Epoch 1984 | loss: 0.0312112 | val_loss: 0.0312125 | Time: 1512.78 ms [2021-03-21 21:35:43 main:574] : INFO : Epoch 1985 | loss: 0.031211 | val_loss: 0.0312123 | Time: 1493.53 ms [2021-03-21 21:35:45 main:574] : INFO : Epoch 1986 | loss: 0.0312109 | val_loss: 0.0312123 | Time: 1280.54 ms [2021-03-21 21:35:46 main:574] : INFO : Epoch 1987 | loss: 0.0312108 | val_loss: 0.0312123 | Time: 1554.28 ms [2021-03-21 21:35:48 main:574] : INFO : Epoch 1988 | loss: 0.0312108 | val_loss: 0.0312126 | Time: 1541.79 ms [2021-03-21 21:35:49 main:574] : INFO : Epoch 1989 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 1205.54 ms [2021-03-21 21:35:51 main:574] : INFO : Epoch 1990 | loss: 0.0312114 | val_loss: 0.0312122 | Time: 1577.4 ms [2021-03-21 21:35:53 main:574] : INFO : Epoch 1991 | loss: 0.0312116 | val_loss: 0.0312146 | Time: 1542.49 ms [2021-03-21 21:35:54 main:574] : INFO : Epoch 1992 | loss: 0.0312112 | val_loss: 0.0312117 | Time: 1337.82 ms [2021-03-21 21:35:56 main:574] : INFO : Epoch 1993 | loss: 0.0312113 | val_loss: 0.0312142 | Time: 1484.71 ms [2021-03-21 21:35:57 main:574] : INFO : Epoch 1994 | loss: 0.0312113 | val_loss: 0.0312113 | Time: 1592.28 ms [2021-03-21 21:35:59 main:574] : INFO : Epoch 1995 | loss: 0.0312098 | val_loss: 0.0312108 | Time: 1409.34 ms [2021-03-21 21:36:00 main:574] : INFO : Epoch 1996 | loss: 0.0312097 | val_loss: 0.0312109 | Time: 1436.51 ms [2021-03-21 21:36:02 main:574] : INFO : Epoch 1997 | loss: 0.0312096 | val_loss: 0.0312126 | Time: 1517.01 ms [2021-03-21 21:36:03 main:574] : INFO : Epoch 1998 | loss: 0.0312096 | val_loss: 0.0312107 | Time: 1498.28 ms [2021-03-21 21:36:05 main:574] : INFO : Epoch 1999 | loss: 0.0312099 | val_loss: 0.031211 | Time: 1275.42 ms [2021-03-21 21:36:06 main:574] : INFO : Epoch 2000 | loss: 0.0312096 | val_loss: 0.0312123 | Time: 1563.93 ms [2021-03-21 21:36:08 main:574] : INFO : Epoch 2001 | loss: 0.0312102 | val_loss: 0.0312105 | Time: 1533.71 ms [2021-03-21 21:36:09 main:574] : INFO : Epoch 2002 | loss: 0.031209 | val_loss: 0.0312114 | Time: 1225.9 ms [2021-03-21 21:36:11 main:574] : INFO : Epoch 2003 | loss: 0.031209 | val_loss: 0.0312121 | Time: 1531.49 ms [2021-03-21 21:36:13 main:574] : INFO : Epoch 2004 | loss: 0.0312089 | val_loss: 0.0312111 | Time: 1523.56 ms [2021-03-21 21:36:14 main:574] : INFO : Epoch 2005 | loss: 0.031209 | val_loss: 0.0312108 | Time: 1328.47 ms [2021-03-21 21:36:16 main:574] : INFO : Epoch 2006 | loss: 0.031209 | val_loss: 0.0312108 | Time: 1491.22 ms [2021-03-21 21:36:17 main:574] : INFO : Epoch 2007 | loss: 0.0312095 | val_loss: 0.0312106 | Time: 1540.53 ms [2021-03-21 21:36:19 main:574] : INFO : Epoch 2008 | loss: 0.0312085 | val_loss: 0.03121 | Time: 1414.61 ms [2021-03-21 21:36:20 main:574] : INFO : Epoch 2009 | loss: 0.031208 | val_loss: 0.0312103 | Time: 1389.44 ms [2021-03-21 21:36:22 main:574] : INFO : Epoch 2010 | loss: 0.0312081 | val_loss: 0.0312118 | Time: 1542.5 ms [2021-03-21 21:36:23 main:574] : INFO : Epoch 2011 | loss: 0.0312085 | val_loss: 0.0312107 | Time: 1568.14 ms [2021-03-21 21:36:25 main:574] : INFO : Epoch 2012 | loss: 0.0312084 | val_loss: 0.0312104 | Time: 1232.61 ms [2021-03-21 21:36:26 main:574] : INFO : Epoch 2013 | loss: 0.0312089 | val_loss: 0.0312099 | Time: 1548.87 ms [2021-03-21 21:36:28 main:574] : INFO : Epoch 2014 | loss: 0.0312093 | val_loss: 0.0312107 | Time: 1552.14 ms [2021-03-21 21:36:29 main:574] : INFO : Epoch 2015 | loss: 0.0312077 | val_loss: 0.0312104 | Time: 1244.08 ms [2021-03-21 21:36:31 main:574] : INFO : Epoch 2016 | loss: 0.0312079 | val_loss: 0.0312114 | Time: 1551.43 ms [2021-03-21 21:36:33 main:574] : INFO : Epoch 2017 | loss: 0.031208 | val_loss: 0.0312116 | Time: 1532.56 ms [2021-03-21 21:36:34 main:574] : INFO : Epoch 2018 | loss: 0.0312086 | val_loss: 0.031212 | Time: 1344.69 ms [2021-03-21 21:36:35 main:574] : INFO : Epoch 2019 | loss: 0.0312078 | val_loss: 0.0312104 | Time: 1440.2 ms [2021-03-21 21:36:37 main:574] : INFO : Epoch 2020 | loss: 0.0312081 | val_loss: 0.0312101 | Time: 1507.1 ms [2021-03-21 21:36:39 main:574] : INFO : Epoch 2021 | loss: 0.0312082 | val_loss: 0.0312111 | Time: 1434.51 ms [2021-03-21 21:36:40 main:574] : INFO : Epoch 2022 | loss: 0.0312073 | val_loss: 0.0312105 | Time: 1307.89 ms [2021-03-21 21:36:42 main:574] : INFO : Epoch 2023 | loss: 0.0312082 | val_loss: 0.0312129 | Time: 1483.74 ms [2021-03-21 21:36:43 main:574] : INFO : Epoch 2024 | loss: 0.0312081 | val_loss: 0.0312101 | Time: 1584.45 ms [2021-03-21 21:36:44 main:574] : INFO : Epoch 2025 | loss: 0.0312069 | val_loss: 0.0312102 | Time: 1217.17 ms [2021-03-21 21:36:46 main:574] : INFO : Epoch 2026 | loss: 0.0312083 | val_loss: 0.0312103 | Time: 1542.01 ms [2021-03-21 21:36:48 main:574] : INFO : Epoch 2027 | loss: 0.0312115 | val_loss: 0.0312112 | Time: 1578.22 ms [2021-03-21 21:36:49 main:574] : INFO : Epoch 2028 | loss: 0.0312097 | val_loss: 0.0312116 | Time: 1286.17 ms [2021-03-21 21:36:51 main:574] : INFO : Epoch 2029 | loss: 0.0312101 | val_loss: 0.03121 | Time: 1474.59 ms [2021-03-21 21:36:52 main:574] : INFO : Epoch 2030 | loss: 0.0312083 | val_loss: 0.0312093 | Time: 1566.79 ms [2021-03-21 21:36:54 main:574] : INFO : Epoch 2031 | loss: 0.0312093 | val_loss: 0.0312139 | Time: 1394.26 ms [2021-03-21 21:36:55 main:574] : INFO : Epoch 2032 | loss: 0.0312104 | val_loss: 0.0312116 | Time: 1360.72 ms [2021-03-21 21:36:57 main:574] : INFO : Epoch 2033 | loss: 0.0312094 | val_loss: 0.0312091 | Time: 1509.97 ms [2021-03-21 21:36:58 main:574] : INFO : Epoch 2034 | loss: 0.0312079 | val_loss: 0.0312108 | Time: 1546.14 ms [2021-03-21 21:37:00 main:574] : INFO : Epoch 2035 | loss: 0.0312082 | val_loss: 0.0312092 | Time: 1294.38 ms [2021-03-21 21:37:01 main:574] : INFO : Epoch 2036 | loss: 0.0312076 | val_loss: 0.03121 | Time: 1556.99 ms [2021-03-21 21:37:03 main:574] : INFO : Epoch 2037 | loss: 0.0312082 | val_loss: 0.031209 | Time: 1518.57 ms [2021-03-21 21:37:04 main:574] : INFO : Epoch 2038 | loss: 0.031209 | val_loss: 0.0312091 | Time: 1251.17 ms [2021-03-21 21:37:06 main:574] : INFO : Epoch 2039 | loss: 0.0312068 | val_loss: 0.0312093 | Time: 1526.68 ms [2021-03-21 21:37:08 main:574] : INFO : Epoch 2040 | loss: 0.0312067 | val_loss: 0.0312088 | Time: 1537.22 ms [2021-03-21 21:37:09 main:574] : INFO : Epoch 2041 | loss: 0.0312071 | val_loss: 0.0312107 | Time: 1259.01 ms [2021-03-21 21:37:11 main:574] : INFO : Epoch 2042 | loss: 0.031208 | val_loss: 0.0312086 | Time: 1526.98 ms [2021-03-21 21:37:12 main:574] : INFO : Epoch 2043 | loss: 0.031207 | val_loss: 0.0312102 | Time: 1565.21 ms [2021-03-21 21:37:14 main:574] : INFO : Epoch 2044 | loss: 0.0312076 | val_loss: 0.0312099 | Time: 1373.95 ms [2021-03-21 21:37:15 main:574] : INFO : Epoch 2045 | loss: 0.0312065 | val_loss: 0.0312081 | Time: 1403.41 ms [2021-03-21 21:37:17 main:574] : INFO : Epoch 2046 | loss: 0.0312065 | val_loss: 0.031209 | Time: 1539 ms [2021-03-21 21:37:19 main:574] : INFO : Epoch 2047 | loss: 0.0312071 | val_loss: 0.031209 | Time: 1478.97 ms [2021-03-21 21:37:20 main:574] : INFO : Epoch 2048 | loss: 0.0312059 | val_loss: 0.0312114 | Time: 1340.29 ms [2021-03-21 21:37:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312114 [2021-03-21 21:37:20 main:603] : INFO : Saving end state to config to file [2021-03-21 21:37:20 main:608] : INFO : Success, exiting.. 21:37:20 (7352): 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)