Task 5165876
| Name | ParityMachine-1619233243-14555-2_0 |
| Workunit | 3103708 |
| Created | 8 May 2021, 10:33:42 UTC |
| Sent | 18 May 2021, 1:49:08 UTC |
| Report deadline | 25 May 2021, 1:49:08 UTC |
| Received | 18 May 2021, 22:10:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 312 |
| Run time | 59 min |
| CPU time | 58 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,339.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> me: 1829.66 ms [2021-05-18 16:55:20 main:581] : INFO : Epoch 1538 | loss: 0.031221 | val_loss: 0.0312234 | Time: 1688.78 ms [2021-05-18 16:55:21 main:581] : INFO : Epoch 1539 | loss: 0.0312205 | val_loss: 0.0312223 | Time: 1698.2 ms [2021-05-18 16:55:23 main:581] : INFO : Epoch 1540 | loss: 0.0312193 | val_loss: 0.0312269 | Time: 1849.26 ms [2021-05-18 16:55:25 main:581] : INFO : Epoch 1541 | loss: 0.0312206 | val_loss: 0.0312231 | Time: 1679.06 ms [2021-05-18 16:55:27 main:581] : INFO : Epoch 1542 | loss: 0.0312186 | val_loss: 0.0312213 | Time: 1668.27 ms [2021-05-18 16:55:28 main:581] : INFO : Epoch 1543 | loss: 0.0312189 | val_loss: 0.0312203 | Time: 1739.44 ms [2021-05-18 16:55:30 main:581] : INFO : Epoch 1544 | loss: 0.0312299 | val_loss: 0.0312224 | Time: 1868.44 ms [2021-05-18 16:55:32 main:581] : INFO : Epoch 1545 | loss: 0.0312265 | val_loss: 0.0312235 | Time: 1767.43 ms [2021-05-18 16:55:34 main:581] : INFO : Epoch 1546 | loss: 0.031224 | val_loss: 0.0312193 | Time: 1820.43 ms [2021-05-18 16:55:35 main:581] : INFO : Epoch 1547 | loss: 0.0312201 | val_loss: 0.0312227 | Time: 1719.9 ms [2021-05-18 16:55:37 main:581] : INFO : Epoch 1548 | loss: 0.0312187 | val_loss: 0.0312165 | Time: 1754.73 ms [2021-05-18 16:55:39 main:581] : INFO : Epoch 1549 | loss: 0.0312185 | val_loss: 0.0312163 | Time: 1830.97 ms [2021-05-18 16:55:41 main:581] : INFO : Epoch 1550 | loss: 0.031218 | val_loss: 0.0312167 | Time: 1808.65 ms [2021-05-18 16:55:43 main:581] : INFO : Epoch 1551 | loss: 0.0312204 | val_loss: 0.0312222 | Time: 1695.6 ms [2021-05-18 16:55:44 main:581] : INFO : Epoch 1552 | loss: 0.0312178 | val_loss: 0.0312172 | Time: 1681.98 ms [2021-05-18 16:55:46 main:581] : INFO : Epoch 1553 | loss: 0.0312195 | val_loss: 0.0312172 | Time: 1733.76 ms [2021-05-18 16:55:48 main:581] : INFO : Epoch 1554 | loss: 0.0312236 | val_loss: 0.0312162 | Time: 1792.41 ms [2021-05-18 16:55:49 main:581] : INFO : Epoch 1555 | loss: 0.0312194 | val_loss: 0.0312183 | Time: 1692.45 ms [2021-05-18 16:55:51 main:581] : INFO : Epoch 1556 | loss: 0.0312161 | val_loss: 0.0312137 | Time: 1827.16 ms [2021-05-18 16:55:53 main:581] : INFO : Epoch 1557 | loss: 0.0312153 | val_loss: 0.0312126 | Time: 1668.74 ms [2021-05-18 16:55:55 main:581] : INFO : Epoch 1558 | loss: 0.031216 | val_loss: 0.0312169 | Time: 1741.91 ms [2021-05-18 16:55:56 main:581] : INFO : Epoch 1559 | loss: 0.031217 | val_loss: 0.031228 | Time: 1703.2 ms [2021-05-18 16:55:58 main:581] : INFO : Epoch 1560 | loss: 0.0312199 | val_loss: 0.0312171 | Time: 1616.24 ms [2021-05-18 16:56:00 main:581] : INFO : Epoch 1561 | loss: 0.0312147 | val_loss: 0.0312117 | Time: 1644.33 ms [2021-05-18 16:56:01 main:581] : INFO : Epoch 1562 | loss: 0.0312138 | val_loss: 0.0312112 | Time: 1843.48 ms [2021-05-18 16:56:03 main:581] : INFO : Epoch 1563 | loss: 0.0312134 | val_loss: 0.0312116 | Time: 1715.68 ms [2021-05-18 16:56:05 main:581] : INFO : Epoch 1564 | loss: 0.0312131 | val_loss: 0.0312109 | Time: 1710.15 ms [2021-05-18 16:56:07 main:581] : INFO : Epoch 1565 | loss: 0.0312133 | val_loss: 0.0312114 | Time: 1736.7 ms [2021-05-18 16:56:08 main:581] : INFO : Epoch 1566 | loss: 0.0312137 | val_loss: 0.0312114 | Time: 1705.56 ms [2021-05-18 16:56:10 main:581] : INFO : Epoch 1567 | loss: 0.0312133 | val_loss: 0.0312107 | Time: 1650.51 ms [2021-05-18 16:56:12 main:581] : INFO : Epoch 1568 | loss: 0.0312142 | val_loss: 0.0312106 | Time: 1844.97 ms [2021-05-18 16:56:14 main:581] : INFO : Epoch 1569 | loss: 0.0312123 | val_loss: 0.0312135 | Time: 1704.67 ms [2021-05-18 16:56:16 main:581] : INFO : Epoch 1570 | loss: 0.0312127 | val_loss: 0.031211 | Time: 1976.72 ms [2021-05-18 16:56:17 main:581] : INFO : Epoch 1571 | loss: 0.0312131 | val_loss: 0.0312106 | Time: 1786.7 ms [2021-05-18 16:56:19 main:581] : INFO : Epoch 1572 | loss: 0.031214 | val_loss: 0.0312124 | Time: 1878.28 ms [2021-05-18 16:56:21 main:581] : INFO : Epoch 1573 | loss: 0.0312136 | val_loss: 0.0312113 | Time: 1747.37 ms [2021-05-18 16:56:23 main:581] : INFO : Epoch 1574 | loss: 0.0312126 | val_loss: 0.0312124 | Time: 1787.4 ms [2021-05-18 16:56:24 main:581] : INFO : Epoch 1575 | loss: 0.0312122 | val_loss: 0.0312108 | Time: 1716.02 ms [2021-05-18 16:56:26 main:581] : INFO : Epoch 1576 | loss: 0.0312119 | val_loss: 0.0312147 | Time: 1814.15 ms [2021-05-18 16:56:28 main:581] : INFO : Epoch 1577 | loss: 0.0312153 | val_loss: 0.0312117 | Time: 1840.5 ms [2021-05-18 16:56:30 main:581] : INFO : Epoch 1578 | loss: 0.0312135 | val_loss: 0.0312118 | Time: 1727.07 ms [2021-05-18 16:56:32 main:581] : INFO : Epoch 1579 | loss: 0.0312125 | val_loss: 0.0312102 | Time: 1766.94 ms [2021-05-18 16:56:33 main:581] : INFO : Epoch 1580 | loss: 0.031212 | val_loss: 0.031214 | Time: 1916.11 ms [2021-05-18 16:56:35 main:581] : INFO : Epoch 1581 | loss: 0.0312129 | val_loss: 0.0312109 | Time: 1796.96 ms [2021-05-18 16:56:37 main:581] : INFO : Epoch 1582 | loss: 0.0312134 | val_loss: 0.0312109 | Time: 1618.46 ms [2021-05-18 16:56:39 main:581] : INFO : Epoch 1583 | loss: 0.0312151 | val_loss: 0.031219 | Time: 1789.72 ms [2021-05-18 16:56:40 main:581] : INFO : Epoch 1584 | loss: 0.0312171 | val_loss: 0.0312224 | Time: 1624.98 ms [2021-05-18 16:56:42 main:581] : INFO : Epoch 1585 | loss: 0.0312143 | val_loss: 0.0312105 | Time: 1883.14 ms [2021-05-18 16:56:44 main:581] : INFO : Epoch 1586 | loss: 0.0312139 | val_loss: 0.0312102 | Time: 1801.45 ms [2021-05-18 16:56:46 main:581] : INFO : Epoch 1587 | loss: 0.0312119 | val_loss: 0.0312095 | Time: 1685.47 ms [2021-05-18 16:56:47 main:581] : INFO : Epoch 1588 | loss: 0.0312126 | val_loss: 0.0312104 | Time: 1779 ms [2021-05-18 16:56:49 main:581] : INFO : Epoch 1589 | loss: 0.0312135 | val_loss: 0.0312134 | Time: 1840.88 ms [2021-05-18 16:56:51 main:581] : INFO : Epoch 1590 | loss: 0.0312141 | val_loss: 0.0312102 | Time: 1754.62 ms [2021-05-18 16:56:53 main:581] : INFO : Epoch 1591 | loss: 0.0312118 | val_loss: 0.0312113 | Time: 1797.39 ms [2021-05-18 16:56:55 main:581] : INFO : Epoch 1592 | loss: 0.0312127 | val_loss: 0.0312106 | Time: 1717.95 ms [2021-05-18 16:56:56 main:581] : INFO : Epoch 1593 | loss: 0.031212 | val_loss: 0.0312133 | Time: 1725.02 ms [2021-05-18 16:56:58 main:581] : INFO : Epoch 1594 | loss: 0.031214 | val_loss: 0.0312105 | Time: 1720.5 ms [2021-05-18 16:57:00 main:581] : INFO : Epoch 1595 | loss: 0.0312139 | val_loss: 0.0312125 | Time: 1733.14 ms [2021-05-18 16:57:02 main:581] : INFO : Epoch 1596 | loss: 0.0312124 | val_loss: 0.0312094 | Time: 1784.92 ms [2021-05-18 16:57:03 main:581] : INFO : Epoch 1597 | loss: 0.0312116 | val_loss: 0.0312099 | Time: 1754.11 ms [2021-05-18 16:57:05 main:581] : INFO : Epoch 1598 | loss: 0.0312114 | val_loss: 0.0312099 | Time: 1732.08 ms [2021-05-18 16:57:07 main:581] : INFO : Epoch 1599 | loss: 0.0312112 | val_loss: 0.0312092 | Time: 1720.73 ms [2021-05-18 16:57:09 main:581] : INFO : Epoch 1600 | loss: 0.0312117 | val_loss: 0.031211 | Time: 1768.55 ms [2021-05-18 16:57:10 main:581] : INFO : Epoch 1601 | loss: 0.0312114 | val_loss: 0.0312093 | Time: 1894.87 ms [2021-05-18 16:57:12 main:581] : INFO : Epoch 1602 | loss: 0.0312115 | val_loss: 0.0312094 | Time: 1787.2 ms [2021-05-18 16:57:14 main:581] : INFO : Epoch 1603 | loss: 0.0312111 | val_loss: 0.0312092 | Time: 1772.57 ms [2021-05-18 16:57:16 main:581] : INFO : Epoch 1604 | loss: 0.0312119 | val_loss: 0.0312122 | Time: 1852.29 ms [2021-05-18 16:57:18 main:581] : INFO : Epoch 1605 | loss: 0.0312163 | val_loss: 0.0312111 | Time: 1670.04 ms [2021-05-18 16:57:19 main:581] : INFO : Epoch 1606 | loss: 0.0312138 | val_loss: 0.0312141 | Time: 1764.36 ms [2021-05-18 16:57:21 main:581] : INFO : Epoch 1607 | loss: 0.0312148 | val_loss: 0.0312108 | Time: 1779.71 ms [2021-05-18 16:57:23 main:581] : INFO : Epoch 1608 | loss: 0.031213 | val_loss: 0.0312107 | Time: 1778.21 ms [2021-05-18 16:57:25 main:581] : INFO : Epoch 1609 | loss: 0.0312115 | val_loss: 0.0312146 | Time: 1708.65 ms [2021-05-18 16:57:26 main:581] : INFO : Epoch 1610 | loss: 0.0312118 | val_loss: 0.0312093 | Time: 1645.37 ms [2021-05-18 16:57:28 main:581] : INFO : Epoch 1611 | loss: 0.0312119 | val_loss: 0.0312096 | Time: 1655.95 ms [2021-05-18 16:57:30 main:581] : INFO : Epoch 1612 | loss: 0.0312114 | val_loss: 0.0312102 | Time: 1784.06 ms [2021-05-18 16:57:31 main:581] : INFO : Epoch 1613 | loss: 0.0312114 | val_loss: 0.0312089 | Time: 1682.69 ms [2021-05-18 16:57:33 main:581] : INFO : Epoch 1614 | loss: 0.0312104 | val_loss: 0.0312088 | Time: 1785.45 ms [2021-05-18 16:57:35 main:581] : INFO : Epoch 1615 | loss: 0.0312108 | val_loss: 0.031209 | Time: 1728.89 ms [2021-05-18 16:57:37 main:581] : INFO : Epoch 1616 | loss: 0.0312105 | val_loss: 0.0312089 | Time: 1828.15 ms [2021-05-18 16:57:38 main:581] : INFO : Epoch 1617 | loss: 0.0312142 | val_loss: 0.0312123 | Time: 1778.36 ms [2021-05-18 16:57:40 main:581] : INFO : Epoch 1618 | loss: 0.0312146 | val_loss: 0.0312096 | Time: 1713.08 ms [2021-05-18 16:57:42 main:581] : INFO : Epoch 1619 | loss: 0.0312108 | val_loss: 0.0312152 | Time: 1713.1 ms [2021-05-18 16:57:44 main:581] : INFO : Epoch 1620 | loss: 0.0312124 | val_loss: 0.0312095 | Time: 1793.49 ms [2021-05-18 16:57:45 main:581] : INFO : Epoch 1621 | loss: 0.0312118 | val_loss: 0.0312089 | Time: 1753.44 ms [2021-05-18 16:57:47 main:581] : INFO : Epoch 1622 | loss: 0.0312121 | val_loss: 0.0312104 | Time: 1764.91 ms [2021-05-18 16:57:49 main:581] : INFO : Epoch 1623 | loss: 0.031212 | val_loss: 0.031218 | Time: 1865.15 ms [2021-05-18 16:57:51 main:581] : INFO : Epoch 1624 | loss: 0.0312135 | val_loss: 0.0312113 | Time: 1811.35 ms [2021-05-18 16:57:53 main:581] : INFO : Epoch 1625 | loss: 0.0312108 | val_loss: 0.0312087 | Time: 1724.71 ms [2021-05-18 16:57:54 main:581] : INFO : Epoch 1626 | loss: 0.0312109 | val_loss: 0.0312088 | Time: 1845.66 ms [2021-05-18 16:57:56 main:581] : INFO : Epoch 1627 | loss: 0.0312108 | val_loss: 0.0312087 | Time: 1818.26 ms [2021-05-18 16:57:58 main:581] : INFO : Epoch 1628 | loss: 0.0312102 | val_loss: 0.0312092 | Time: 1739.53 ms [2021-05-18 16:58:00 main:581] : INFO : Epoch 1629 | loss: 0.0312113 | val_loss: 0.0312102 | Time: 1759.79 ms [2021-05-18 16:58:02 main:581] : INFO : Epoch 1630 | loss: 0.0312109 | val_loss: 0.0312088 | Time: 1816.48 ms [2021-05-18 16:58:03 main:581] : INFO : Epoch 1631 | loss: 0.0312112 | val_loss: 0.0312101 | Time: 1684.01 ms [2021-05-18 16:58:05 main:581] : INFO : Epoch 1632 | loss: 0.0312144 | val_loss: 0.0312117 | Time: 1716.08 ms [2021-05-18 16:58:07 main:581] : INFO : Epoch 1633 | loss: 0.0312128 | val_loss: 0.0312096 | Time: 1641.48 ms [2021-05-18 16:58:08 main:581] : INFO : Epoch 1634 | loss: 0.031212 | val_loss: 0.031209 | Time: 1662.96 ms [2021-05-18 16:58:10 main:581] : INFO : Epoch 1635 | loss: 0.0312103 | val_loss: 0.0312087 | Time: 1677.41 ms [2021-05-18 16:58:12 main:581] : INFO : Epoch 1636 | loss: 0.0312115 | val_loss: 0.0312093 | Time: 1658.5 ms [2021-05-18 16:58:13 main:581] : INFO : Epoch 1637 | loss: 0.0312108 | val_loss: 0.0312086 | Time: 1661.94 ms [2021-05-18 16:58:15 main:581] : INFO : Epoch 1638 | loss: 0.0312112 | val_loss: 0.0312092 | Time: 1632.45 ms [2021-05-18 16:58:17 main:581] : INFO : Epoch 1639 | loss: 0.0312107 | val_loss: 0.0312111 | Time: 1689.82 ms [2021-05-18 16:58:18 main:581] : INFO : Epoch 1640 | loss: 0.0312122 | val_loss: 0.0312121 | Time: 1666.4 ms [2021-05-18 16:58:20 main:581] : INFO : Epoch 1641 | loss: 0.0312106 | val_loss: 0.0312089 | Time: 1710.63 ms [2021-05-18 16:58:22 main:581] : INFO : Epoch 1642 | loss: 0.0312105 | val_loss: 0.0312091 | Time: 1710.42 ms [2021-05-18 16:58:23 main:581] : INFO : Epoch 1643 | loss: 0.0312103 | val_loss: 0.031209 | Time: 1817.76 ms [2021-05-18 16:58:25 main:581] : INFO : Epoch 1644 | loss: 0.0312107 | val_loss: 0.0312094 | Time: 1651.49 ms [2021-05-18 16:58:27 main:581] : INFO : Epoch 1645 | loss: 0.0312114 | val_loss: 0.0312095 | Time: 1738.45 ms [2021-05-18 16:58:29 main:581] : INFO : Epoch 1646 | loss: 0.0312111 | val_loss: 0.0312109 | Time: 1671.52 ms [2021-05-18 16:58:30 main:581] : INFO : Epoch 1647 | loss: 0.0312108 | val_loss: 0.0312089 | Time: 1700.48 ms [2021-05-18 16:58:32 main:581] : INFO : Epoch 1648 | loss: 0.0312102 | val_loss: 0.0312088 | Time: 1742.89 ms [2021-05-18 16:58:34 main:581] : INFO : Epoch 1649 | loss: 0.0312114 | val_loss: 0.0312093 | Time: 1750.05 ms [2021-05-18 16:58:35 main:581] : INFO : Epoch 1650 | loss: 0.0312102 | val_loss: 0.0312093 | Time: 1666.24 ms [2021-05-18 16:58:37 main:581] : INFO : Epoch 1651 | loss: 0.0312121 | val_loss: 0.0312227 | Time: 1659.44 ms [2021-05-18 16:58:39 main:581] : INFO : Epoch 1652 | loss: 0.0312219 | val_loss: 0.0312215 | Time: 1730.19 ms [2021-05-18 16:58:40 main:581] : INFO : Epoch 1653 | loss: 0.0312138 | val_loss: 0.0312139 | Time: 1674.38 ms [2021-05-18 16:58:42 main:581] : INFO : Epoch 1654 | loss: 0.0312148 | val_loss: 0.0312184 | Time: 1622.46 ms [2021-05-18 16:58:44 main:581] : INFO : Epoch 1655 | loss: 0.0312125 | val_loss: 0.0312091 | Time: 1666.89 ms [2021-05-18 16:58:45 main:581] : INFO : Epoch 1656 | loss: 0.0312108 | val_loss: 0.0312088 | Time: 1696.51 ms [2021-05-18 16:58:47 main:581] : INFO : Epoch 1657 | loss: 0.0312102 | val_loss: 0.0312089 | Time: 1853.71 ms [2021-05-18 16:58:49 main:581] : INFO : Epoch 1658 | loss: 0.0312104 | val_loss: 0.0312108 | Time: 1690.07 ms [2021-05-18 16:58:51 main:581] : INFO : Epoch 1659 | loss: 0.0312103 | val_loss: 0.0312086 | Time: 1756.34 ms [2021-05-18 16:58:52 main:581] : INFO : Epoch 1660 | loss: 0.0312105 | val_loss: 0.0312101 | Time: 1665.33 ms [2021-05-18 16:58:54 main:581] : INFO : Epoch 1661 | loss: 0.0312099 | val_loss: 0.0312091 | Time: 1662.74 ms [2021-05-18 16:58:56 main:581] : INFO : Epoch 1662 | loss: 0.0312115 | val_loss: 0.03121 | Time: 1748.75 ms [2021-05-18 16:58:58 main:581] : INFO : Epoch 1663 | loss: 0.0312146 | val_loss: 0.0312127 | Time: 1764.41 ms [2021-05-18 16:58:59 main:581] : INFO : Epoch 1664 | loss: 0.0312115 | val_loss: 0.031209 | Time: 1669.18 ms [2021-05-18 16:59:01 main:581] : INFO : Epoch 1665 | loss: 0.0312106 | val_loss: 0.0312091 | Time: 1767.5 ms [2021-05-18 16:59:03 main:581] : INFO : Epoch 1666 | loss: 0.0312108 | val_loss: 0.0312098 | Time: 1808.59 ms [2021-05-18 16:59:05 main:581] : INFO : Epoch 1667 | loss: 0.0312111 | val_loss: 0.0312101 | Time: 1737.29 ms [2021-05-18 16:59:06 main:581] : INFO : Epoch 1668 | loss: 0.031211 | val_loss: 0.031214 | Time: 1699.44 ms [2021-05-18 16:59:08 main:581] : INFO : Epoch 1669 | loss: 0.0312109 | val_loss: 0.0312097 | Time: 1659.83 ms [2021-05-18 16:59:10 main:581] : INFO : Epoch 1670 | loss: 0.0312104 | val_loss: 0.0312104 | Time: 1674.41 ms [2021-05-18 16:59:11 main:581] : INFO : Epoch 1671 | loss: 0.0312111 | val_loss: 0.03121 | Time: 1637.66 ms [2021-05-18 16:59:13 main:581] : INFO : Epoch 1672 | loss: 0.0312108 | val_loss: 0.0312088 | Time: 1792.15 ms [2021-05-18 16:59:15 main:581] : INFO : Epoch 1673 | loss: 0.0312109 | val_loss: 0.0312102 | Time: 1763.87 ms [2021-05-18 16:59:17 main:581] : INFO : Epoch 1674 | loss: 0.0312132 | val_loss: 0.0312161 | Time: 1770.64 ms [2021-05-18 16:59:18 main:581] : INFO : Epoch 1675 | loss: 0.0312122 | val_loss: 0.0312148 | Time: 1703.59 ms [2021-05-18 16:59:20 main:581] : INFO : Epoch 1676 | loss: 0.0312126 | val_loss: 0.0312125 | Time: 1676.09 ms [2021-05-18 16:59:22 main:581] : INFO : Epoch 1677 | loss: 0.0312114 | val_loss: 0.0312091 | Time: 1686.69 ms [2021-05-18 16:59:23 main:581] : INFO : Epoch 1678 | loss: 0.0312099 | val_loss: 0.0312104 | Time: 1685.06 ms [2021-05-18 16:59:25 main:581] : INFO : Epoch 1679 | loss: 0.0312119 | val_loss: 0.031212 | Time: 1631.19 ms [2021-05-18 16:59:27 main:581] : INFO : Epoch 1680 | loss: 0.0312138 | val_loss: 0.0312135 | Time: 1654.26 ms [2021-05-18 16:59:28 main:581] : INFO : Epoch 1681 | loss: 0.0312109 | val_loss: 0.0312097 | Time: 1648.71 ms [2021-05-18 16:59:30 main:581] : INFO : Epoch 1682 | loss: 0.0312103 | val_loss: 0.0312088 | Time: 1727.37 ms [2021-05-18 16:59:32 main:581] : INFO : Epoch 1683 | loss: 0.0312099 | val_loss: 0.0312086 | Time: 1728.3 ms [2021-05-18 16:59:33 main:581] : INFO : Epoch 1684 | loss: 0.0312096 | val_loss: 0.0312095 | Time: 1636.91 ms [2021-05-18 16:59:35 main:581] : INFO : Epoch 1685 | loss: 0.0312098 | val_loss: 0.0312087 | Time: 1672.61 ms [2021-05-18 16:59:37 main:581] : INFO : Epoch 1686 | loss: 0.0312098 | val_loss: 0.0312098 | Time: 1662.43 ms [2021-05-18 16:59:38 main:581] : INFO : Epoch 1687 | loss: 0.0312114 | val_loss: 0.031209 | Time: 1704.64 ms [2021-05-18 16:59:40 main:581] : INFO : Epoch 1688 | loss: 0.0312095 | val_loss: 0.0312114 | Time: 1741.48 ms [2021-05-18 16:59:42 main:581] : INFO : Epoch 1689 | loss: 0.0312106 | val_loss: 0.0312094 | Time: 1740.39 ms [2021-05-18 16:59:44 main:581] : INFO : Epoch 1690 | loss: 0.0312105 | val_loss: 0.03121 | Time: 1697.37 ms [2021-05-18 16:59:45 main:581] : INFO : Epoch 1691 | loss: 0.0312118 | val_loss: 0.0312139 | Time: 1745.47 ms [2021-05-18 16:59:47 main:581] : INFO : Epoch 1692 | loss: 0.0312106 | val_loss: 0.0312089 | Time: 1803.54 ms [2021-05-18 16:59:49 main:581] : INFO : Epoch 1693 | loss: 0.0312114 | val_loss: 0.0312087 | Time: 1706.99 ms [2021-05-18 16:59:51 main:581] : INFO : Epoch 1694 | loss: 0.0312108 | val_loss: 0.031209 | Time: 1819.13 ms [2021-05-18 16:59:52 main:581] : INFO : Epoch 1695 | loss: 0.0312099 | val_loss: 0.0312087 | Time: 1754.81 ms [2021-05-18 16:59:54 main:581] : INFO : Epoch 1696 | loss: 0.0312099 | val_loss: 0.0312107 | Time: 1652.8 ms [2021-05-18 16:59:56 main:581] : INFO : Epoch 1697 | loss: 0.0312107 | val_loss: 0.0312087 | Time: 1717.67 ms [2021-05-18 16:59:58 main:581] : INFO : Epoch 1698 | loss: 0.0312136 | val_loss: 0.0312108 | Time: 1705.65 ms [2021-05-18 16:59:59 main:581] : INFO : Epoch 1699 | loss: 0.0312124 | val_loss: 0.0312141 | Time: 1730.3 ms [2021-05-18 17:00:01 main:581] : INFO : Epoch 1700 | loss: 0.0312124 | val_loss: 0.0312142 | Time: 1766.05 ms [2021-05-18 17:00:03 main:581] : INFO : Epoch 1701 | loss: 0.031211 | val_loss: 0.0312094 | Time: 1697.3 ms [2021-05-18 17:00:04 main:581] : INFO : Epoch 1702 | loss: 0.0312102 | val_loss: 0.0312088 | Time: 1732.16 ms [2021-05-18 17:00:06 main:581] : INFO : Epoch 1703 | loss: 0.0312103 | val_loss: 0.0312113 | Time: 1750 ms [2021-05-18 17:00:08 main:581] : INFO : Epoch 1704 | loss: 0.0312102 | val_loss: 0.0312095 | Time: 1721.8 ms [2021-05-18 17:00:10 main:581] : INFO : Epoch 1705 | loss: 0.0312106 | val_loss: 0.03121 | Time: 1824.06 ms [2021-05-18 17:00:12 main:581] : INFO : Epoch 1706 | loss: 0.0312101 | val_loss: 0.0312089 | Time: 1836.06 ms [2021-05-18 17:00:13 main:581] : INFO : Epoch 1707 | loss: 0.0312101 | val_loss: 0.0312087 | Time: 1751.59 ms [2021-05-18 17:00:15 main:581] : INFO : Epoch 1708 | loss: 0.03121 | val_loss: 0.031209 | Time: 1734.32 ms [2021-05-18 17:00:17 main:581] : INFO : Epoch 1709 | loss: 0.0312123 | val_loss: 0.0312102 | Time: 1776.69 ms [2021-05-18 17:00:19 main:581] : INFO : Epoch 1710 | loss: 0.0312108 | val_loss: 0.031209 | Time: 1815.36 ms [2021-05-18 17:00:20 main:581] : INFO : Epoch 1711 | loss: 0.0312099 | val_loss: 0.0312127 | Time: 1728.4 ms [2021-05-18 17:00:22 main:581] : INFO : Epoch 1712 | loss: 0.0312099 | val_loss: 0.0312091 | Time: 1713.4 ms [2021-05-18 17:00:24 main:581] : INFO : Epoch 1713 | loss: 0.0312098 | val_loss: 0.0312116 | Time: 1689.11 ms [2021-05-18 17:00:26 main:581] : INFO : Epoch 1714 | loss: 0.0312103 | val_loss: 0.0312099 | Time: 1789.86 ms [2021-05-18 17:00:27 main:581] : INFO : Epoch 1715 | loss: 0.0312099 | val_loss: 0.031209 | Time: 1632.9 ms [2021-05-18 17:00:29 main:581] : INFO : Epoch 1716 | loss: 0.0312118 | val_loss: 0.0312099 | Time: 1811.97 ms [2021-05-18 17:00:31 main:581] : INFO : Epoch 1717 | loss: 0.0312109 | val_loss: 0.0312094 | Time: 1680.06 ms [2021-05-18 17:00:32 main:581] : INFO : Epoch 1718 | loss: 0.0312121 | val_loss: 0.031209 | Time: 1662.28 ms [2021-05-18 17:00:34 main:581] : INFO : Epoch 1719 | loss: 0.03121 | val_loss: 0.0312103 | Time: 1759.02 ms [2021-05-18 17:00:36 main:581] : INFO : Epoch 1720 | loss: 0.0312111 | val_loss: 0.0312117 | Time: 1799.97 ms [2021-05-18 17:00:38 main:581] : INFO : Epoch 1721 | loss: 0.0312118 | val_loss: 0.031216 | Time: 1733.5 ms [2021-05-18 17:00:40 main:581] : INFO : Epoch 1722 | loss: 0.031213 | val_loss: 0.0312098 | Time: 1859.08 ms [2021-05-18 17:00:41 main:581] : INFO : Epoch 1723 | loss: 0.0312095 | val_loss: 0.0312099 | Time: 1764.88 ms [2021-05-18 17:00:43 main:581] : INFO : Epoch 1724 | loss: 0.0312102 | val_loss: 0.0312091 | Time: 1766.5 ms [2021-05-18 17:00:45 main:581] : INFO : Epoch 1725 | loss: 0.0312132 | val_loss: 0.0312144 | Time: 1825.52 ms [2021-05-18 17:00:47 main:581] : INFO : Epoch 1726 | loss: 0.0312126 | val_loss: 0.0312149 | Time: 1961.61 ms [2021-05-18 17:00:49 main:581] : INFO : Epoch 1727 | loss: 0.0312115 | val_loss: 0.0312135 | Time: 1793.1 ms [2021-05-18 17:00:50 main:581] : INFO : Epoch 1728 | loss: 0.0312124 | val_loss: 0.031214 | Time: 1731 ms [2021-05-18 17:00:52 main:581] : INFO : Epoch 1729 | loss: 0.0312122 | val_loss: 0.0312138 | Time: 1677.85 ms [2021-05-18 17:00:54 main:581] : INFO : Epoch 1730 | loss: 0.0312115 | val_loss: 0.0312145 | Time: 1773.78 ms [2021-05-18 17:00:56 main:581] : INFO : Epoch 1731 | loss: 0.0312127 | val_loss: 0.0312092 | Time: 1805.28 ms [2021-05-18 17:00:57 main:581] : INFO : Epoch 1732 | loss: 0.0312117 | val_loss: 0.0312094 | Time: 1888.52 ms [2021-05-18 17:00:59 main:581] : INFO : Epoch 1733 | loss: 0.0312112 | val_loss: 0.0312092 | Time: 1659.09 ms [2021-05-18 17:01:01 main:581] : INFO : Epoch 1734 | loss: 0.0312136 | val_loss: 0.0312126 | Time: 1832.05 ms [2021-05-18 17:01:03 main:581] : INFO : Epoch 1735 | loss: 0.0312135 | val_loss: 0.0312102 | Time: 1880.82 ms [2021-05-18 17:01:05 main:581] : INFO : Epoch 1736 | loss: 0.0312099 | val_loss: 0.0312121 | Time: 1776.97 ms [2021-05-18 17:01:06 main:581] : INFO : Epoch 1737 | loss: 0.0312103 | val_loss: 0.0312092 | Time: 1773.42 ms [2021-05-18 17:01:08 main:581] : INFO : Epoch 1738 | loss: 0.0312096 | val_loss: 0.0312098 | Time: 1775.52 ms [2021-05-18 17:01:10 main:581] : INFO : Epoch 1739 | loss: 0.0312094 | val_loss: 0.0312088 | Time: 1752.67 ms [2021-05-18 17:01:12 main:581] : INFO : Epoch 1740 | loss: 0.031209 | val_loss: 0.0312089 | Time: 1643.56 ms [2021-05-18 17:01:13 main:581] : INFO : Epoch 1741 | loss: 0.031209 | val_loss: 0.0312123 | Time: 1656.23 ms [2021-05-18 17:01:15 main:581] : INFO : Epoch 1742 | loss: 0.0312105 | val_loss: 0.0312126 | Time: 1862.65 ms [2021-05-18 17:01:17 main:581] : INFO : Epoch 1743 | loss: 0.0312102 | val_loss: 0.0312091 | Time: 1678.54 ms [2021-05-18 17:01:19 main:581] : INFO : Epoch 1744 | loss: 0.0312097 | val_loss: 0.031209 | Time: 1786.91 ms [2021-05-18 17:01:20 main:581] : INFO : Epoch 1745 | loss: 0.0312095 | val_loss: 0.0312095 | Time: 1784.85 ms [2021-05-18 17:01:22 main:581] : INFO : Epoch 1746 | loss: 0.0312098 | val_loss: 0.0312093 | Time: 1709.82 ms [2021-05-18 17:01:24 main:581] : INFO : Epoch 1747 | loss: 0.0312093 | val_loss: 0.0312101 | Time: 1728.63 ms [2021-05-18 17:01:26 main:581] : INFO : Epoch 1748 | loss: 0.03121 | val_loss: 0.031209 | Time: 1777.72 ms [2021-05-18 17:01:27 main:581] : INFO : Epoch 1749 | loss: 0.0312093 | val_loss: 0.0312094 | Time: 1790 ms [2021-05-18 17:01:29 main:581] : INFO : Epoch 1750 | loss: 0.0312094 | val_loss: 0.0312099 | Time: 1996.63 ms [2021-05-18 17:01:31 main:581] : INFO : Epoch 1751 | loss: 0.0312114 | val_loss: 0.0312098 | Time: 1924.18 ms [2021-05-18 17:01:33 main:581] : INFO : Epoch 1752 | loss: 0.0312138 | val_loss: 0.0312106 | Time: 1642.01 ms [2021-05-18 17:01:35 main:581] : INFO : Epoch 1753 | loss: 0.0312098 | val_loss: 0.0312128 | Time: 1731.06 ms [2021-05-18 17:01:37 main:581] : INFO : Epoch 1754 | loss: 0.0312101 | val_loss: 0.0312092 | Time: 1918.33 ms [2021-05-18 17:01:38 main:581] : INFO : Epoch 1755 | loss: 0.0312098 | val_loss: 0.0312103 | Time: 1758.41 ms [2021-05-18 17:01:40 main:581] : INFO : Epoch 1756 | loss: 0.0312108 | val_loss: 0.0312088 | Time: 1731.24 ms [2021-05-18 17:01:42 main:581] : INFO : Epoch 1757 | loss: 0.0312094 | val_loss: 0.0312095 | Time: 1864.61 ms [2021-05-18 17:01:44 main:581] : INFO : Epoch 1758 | loss: 0.0312101 | val_loss: 0.0312192 | Time: 1709.01 ms [2021-05-18 17:01:45 main:581] : INFO : Epoch 1759 | loss: 0.0312136 | val_loss: 0.0312176 | Time: 1796.39 ms [2021-05-18 17:01:47 main:581] : INFO : Epoch 1760 | loss: 0.0312107 | val_loss: 0.03121 | Time: 1766.29 ms [2021-05-18 17:01:49 main:581] : INFO : Epoch 1761 | loss: 0.0312101 | val_loss: 0.0312123 | Time: 1699.63 ms [2021-05-18 17:01:51 main:581] : INFO : Epoch 1762 | loss: 0.0312107 | val_loss: 0.0312098 | Time: 1772.05 ms [2021-05-18 17:01:53 main:581] : INFO : Epoch 1763 | loss: 0.0312097 | val_loss: 0.03121 | Time: 1823.4 ms [2021-05-18 17:01:54 main:581] : INFO : Epoch 1764 | loss: 0.0312094 | val_loss: 0.0312104 | Time: 1712.19 ms [2021-05-18 17:01:56 main:581] : INFO : Epoch 1765 | loss: 0.0312094 | val_loss: 0.0312089 | Time: 1779.33 ms [2021-05-18 17:01:58 main:581] : INFO : Epoch 1766 | loss: 0.0312091 | val_loss: 0.0312091 | Time: 1692.22 ms [2021-05-18 17:01:59 main:581] : INFO : Epoch 1767 | loss: 0.0312095 | val_loss: 0.03121 | Time: 1743.51 ms [2021-05-18 17:02:01 main:581] : INFO : Epoch 1768 | loss: 0.0312105 | val_loss: 0.0312105 | Time: 1683.01 ms [2021-05-18 17:02:03 main:581] : INFO : Epoch 1769 | loss: 0.031211 | val_loss: 0.031211 | Time: 1706.71 ms [2021-05-18 17:02:04 main:581] : INFO : Epoch 1770 | loss: 0.0312099 | val_loss: 0.0312091 | Time: 1637.13 ms [2021-05-18 17:02:06 main:581] : INFO : Epoch 1771 | loss: 0.0312113 | val_loss: 0.0312156 | Time: 1904.82 ms [2021-05-18 17:02:08 main:581] : INFO : Epoch 1772 | loss: 0.0312135 | val_loss: 0.0312108 | Time: 1642.89 ms [2021-05-18 17:02:10 main:581] : INFO : Epoch 1773 | loss: 0.0312096 | val_loss: 0.0312093 | Time: 1718.05 ms [2021-05-18 17:02:12 main:581] : INFO : Epoch 1774 | loss: 0.0312093 | val_loss: 0.0312091 | Time: 1785.37 ms [2021-05-18 17:02:13 main:581] : INFO : Epoch 1775 | loss: 0.0312097 | val_loss: 0.0312102 | Time: 1722.75 ms [2021-05-18 17:02:15 main:581] : INFO : Epoch 1776 | loss: 0.0312102 | val_loss: 0.0312152 | Time: 1623.45 ms [2021-05-18 17:02:17 main:581] : INFO : Epoch 1777 | loss: 0.0312112 | val_loss: 0.0312094 | Time: 1676.76 ms [2021-05-18 17:02:18 main:581] : INFO : Epoch 1778 | loss: 0.0312091 | val_loss: 0.0312092 | Time: 1789.32 ms [2021-05-18 17:02:20 main:581] : INFO : Epoch 1779 | loss: 0.0312093 | val_loss: 0.0312088 | Time: 1732.08 ms [2021-05-18 17:02:22 main:581] : INFO : Epoch 1780 | loss: 0.0312097 | val_loss: 0.03121 | Time: 1859.74 ms [2021-05-18 17:02:24 main:581] : INFO : Epoch 1781 | loss: 0.0312121 | val_loss: 0.0312104 | Time: 1691.17 ms [2021-05-18 17:02:25 main:581] : INFO : Epoch 1782 | loss: 0.031211 | val_loss: 0.0312123 | Time: 1730.65 ms [2021-05-18 17:02:27 main:581] : INFO : Epoch 1783 | loss: 0.0312106 | val_loss: 0.0312148 | Time: 1750.86 ms [2021-05-18 17:02:29 main:581] : INFO : Epoch 1784 | loss: 0.0312102 | val_loss: 0.0312087 | Time: 1834.4 ms [2021-05-18 17:02:31 main:581] : INFO : Epoch 1785 | loss: 0.0312094 | val_loss: 0.0312095 | Time: 1723.15 ms [2021-05-18 17:02:32 main:581] : INFO : Epoch 1786 | loss: 0.0312097 | val_loss: 0.0312089 | Time: 1704.08 ms [2021-05-18 17:02:34 main:581] : INFO : Epoch 1787 | loss: 0.0312093 | val_loss: 0.0312094 | Time: 1640.62 ms [2021-05-18 17:02:36 main:581] : INFO : Epoch 1788 | loss: 0.0312092 | val_loss: 0.0312092 | Time: 1714.56 ms [2021-05-18 17:02:37 main:581] : INFO : Epoch 1789 | loss: 0.0312098 | val_loss: 0.0312141 | Time: 1771.36 ms [2021-05-18 17:02:39 main:581] : INFO : Epoch 1790 | loss: 0.0312102 | val_loss: 0.0312101 | Time: 1756.97 ms [2021-05-18 17:02:41 main:581] : INFO : Epoch 1791 | loss: 0.0312093 | val_loss: 0.0312129 | Time: 1740.84 ms [2021-05-18 17:02:43 main:581] : INFO : Epoch 1792 | loss: 0.0312105 | val_loss: 0.03121 | Time: 1764.76 ms [2021-05-18 17:02:45 main:581] : INFO : Epoch 1793 | loss: 0.031209 | val_loss: 0.0312094 | Time: 1760.1 ms [2021-05-18 17:02:46 main:581] : INFO : Epoch 1794 | loss: 0.031209 | val_loss: 0.0312124 | Time: 1912.53 ms [2021-05-18 17:02:48 main:581] : INFO : Epoch 1795 | loss: 0.0312116 | val_loss: 0.0312157 | Time: 1777.74 ms [2021-05-18 17:02:50 main:581] : INFO : Epoch 1796 | loss: 0.0312118 | val_loss: 0.0312093 | Time: 1869.16 ms [2021-05-18 17:02:52 main:581] : INFO : Epoch 1797 | loss: 0.0312106 | val_loss: 0.0312091 | Time: 1811.52 ms [2021-05-18 17:02:54 main:581] : INFO : Epoch 1798 | loss: 0.0312091 | val_loss: 0.0312089 | Time: 1686.24 ms [2021-05-18 17:02:55 main:581] : INFO : Epoch 1799 | loss: 0.0312092 | val_loss: 0.0312096 | Time: 1705.18 ms [2021-05-18 17:02:57 main:581] : INFO : Epoch 1800 | loss: 0.0312093 | val_loss: 0.0312089 | Time: 1631.62 ms [2021-05-18 17:02:59 main:581] : INFO : Epoch 1801 | loss: 0.0312098 | val_loss: 0.031214 | Time: 1678.77 ms [2021-05-18 17:03:00 main:581] : INFO : Epoch 1802 | loss: 0.0312112 | val_loss: 0.0312111 | Time: 1680.73 ms [2021-05-18 17:03:02 main:581] : INFO : Epoch 1803 | loss: 0.0312093 | val_loss: 0.0312098 | Time: 1675.03 ms [2021-05-18 17:03:04 main:581] : INFO : Epoch 1804 | loss: 0.0312093 | val_loss: 0.031212 | Time: 1631.86 ms [2021-05-18 17:03:05 main:581] : INFO : Epoch 1805 | loss: 0.0312143 | val_loss: 0.0312275 | Time: 1728.11 ms [2021-05-18 17:03:07 main:581] : INFO : Epoch 1806 | loss: 0.0312239 | val_loss: 0.0313355 | Time: 1811.78 ms [2021-05-18 17:03:09 main:581] : INFO : Epoch 1807 | loss: 0.0320746 | val_loss: 0.0323558 | Time: 1996.14 ms [2021-05-18 17:03:11 main:581] : INFO : Epoch 1808 | loss: 0.0317207 | val_loss: 0.0313463 | Time: 1949.82 ms [2021-05-18 17:03:13 main:581] : INFO : Epoch 1809 | loss: 0.0312882 | val_loss: 0.0312569 | Time: 1724.77 ms [2021-05-18 17:03:14 main:581] : INFO : Epoch 1810 | loss: 0.0312423 | val_loss: 0.0312572 | Time: 1659.56 ms [2021-05-18 17:03:16 main:581] : INFO : Epoch 1811 | loss: 0.0312411 | val_loss: 0.0312424 | Time: 1721.41 ms [2021-05-18 17:03:18 main:581] : INFO : Epoch 1812 | loss: 0.0312342 | val_loss: 0.0312331 | Time: 1707.03 ms [2021-05-18 17:03:20 main:581] : INFO : Epoch 1813 | loss: 0.031233 | val_loss: 0.0312321 | Time: 1840.26 ms [2021-05-18 17:03:22 main:581] : INFO : Epoch 1814 | loss: 0.0312296 | val_loss: 0.0312326 | Time: 1858.05 ms [2021-05-18 17:03:23 main:581] : INFO : Epoch 1815 | loss: 0.0312291 | val_loss: 0.0312311 | Time: 1811.88 ms [2021-05-18 17:03:25 main:581] : INFO : Epoch 1816 | loss: 0.0312286 | val_loss: 0.0312321 | Time: 1877.77 ms [2021-05-18 17:03:27 main:581] : INFO : Epoch 1817 | loss: 0.0312302 | val_loss: 0.0312316 | Time: 1735 ms [2021-05-18 17:03:29 main:581] : INFO : Epoch 1818 | loss: 0.0312293 | val_loss: 0.031235 | Time: 1690.64 ms [2021-05-18 17:03:30 main:581] : INFO : Epoch 1819 | loss: 0.031229 | val_loss: 0.0312315 | Time: 1782.9 ms [2021-05-18 17:03:32 main:581] : INFO : Epoch 1820 | loss: 0.0312281 | val_loss: 0.0312312 | Time: 1639.02 ms [2021-05-18 17:03:34 main:581] : INFO : Epoch 1821 | loss: 0.0312285 | val_loss: 0.0312308 | Time: 1697.84 ms [2021-05-18 17:03:36 main:581] : INFO : Epoch 1822 | loss: 0.0312276 | val_loss: 0.0312306 | Time: 1869.89 ms [2021-05-18 17:03:37 main:581] : INFO : Epoch 1823 | loss: 0.0312285 | val_loss: 0.0312306 | Time: 1802.34 ms [2021-05-18 17:03:39 main:581] : INFO : Epoch 1824 | loss: 0.0312324 | val_loss: 0.0312309 | Time: 1919.53 ms [2021-05-18 17:03:41 main:581] : INFO : Epoch 1825 | loss: 0.0312289 | val_loss: 0.0312307 | Time: 1731.18 ms [2021-05-18 17:03:43 main:581] : INFO : Epoch 1826 | loss: 0.0312279 | val_loss: 0.0312303 | Time: 1742.39 ms [2021-05-18 17:03:45 main:581] : INFO : Epoch 1827 | loss: 0.031227 | val_loss: 0.0312304 | Time: 1844.74 ms [2021-05-18 17:03:46 main:581] : INFO : Epoch 1828 | loss: 0.0312271 | val_loss: 0.0312307 | Time: 1763.2 ms [2021-05-18 17:03:48 main:581] : INFO : Epoch 1829 | loss: 0.0312273 | val_loss: 0.03123 | Time: 1859.97 ms [2021-05-18 17:03:50 main:581] : INFO : Epoch 1830 | loss: 0.0312277 | val_loss: 0.0312297 | Time: 1821.39 ms [2021-05-18 17:03:52 main:581] : INFO : Epoch 1831 | loss: 0.031227 | val_loss: 0.0312297 | Time: 1826.79 ms [2021-05-18 17:03:54 main:581] : INFO : Epoch 1832 | loss: 0.0312276 | val_loss: 0.0312313 | Time: 1715.51 ms [2021-05-18 17:03:56 main:581] : INFO : Epoch 1833 | loss: 0.0312267 | val_loss: 0.0312294 | Time: 1815.86 ms [2021-05-18 17:03:57 main:581] : INFO : Epoch 1834 | loss: 0.0312266 | val_loss: 0.0312291 | Time: 1778.02 ms [2021-05-18 17:03:59 main:581] : INFO : Epoch 1835 | loss: 0.0312264 | val_loss: 0.0312292 | Time: 1822.96 ms [2021-05-18 17:04:01 main:581] : INFO : Epoch 1836 | loss: 0.0312267 | val_loss: 0.0312293 | Time: 1813.32 ms [2021-05-18 17:04:03 main:581] : INFO : Epoch 1837 | loss: 0.0312268 | val_loss: 0.0312316 | Time: 1785.16 ms [2021-05-18 17:04:04 main:581] : INFO : Epoch 1838 | loss: 0.0312277 | val_loss: 0.031229 | Time: 1682.54 ms [2021-05-18 17:04:06 main:581] : INFO : Epoch 1839 | loss: 0.0312258 | val_loss: 0.0312283 | Time: 1844.2 ms [2021-05-18 17:04:08 main:581] : INFO : Epoch 1840 | loss: 0.0312256 | val_loss: 0.03123 | Time: 1845.62 ms [2021-05-18 17:04:10 main:581] : INFO : Epoch 1841 | loss: 0.0312272 | val_loss: 0.0312276 | Time: 1823.55 ms [2021-05-18 17:04:12 main:581] : INFO : Epoch 1842 | loss: 0.031226 | val_loss: 0.0312274 | Time: 1634.62 ms [2021-05-18 17:04:13 main:581] : INFO : Epoch 1843 | loss: 0.0312262 | val_loss: 0.0312304 | Time: 1781.18 ms [2021-05-18 17:04:15 main:581] : INFO : Epoch 1844 | loss: 0.0312261 | val_loss: 0.0312273 | Time: 1778.03 ms [2021-05-18 17:04:17 main:581] : INFO : Epoch 1845 | loss: 0.0312262 | val_loss: 0.0312271 | Time: 1725.37 ms [2021-05-18 17:04:19 main:581] : INFO : Epoch 1846 | loss: 0.0312251 | val_loss: 0.0312284 | Time: 1780.68 ms [2021-05-18 17:04:20 main:581] : INFO : Epoch 1847 | loss: 0.0312261 | val_loss: 0.0312288 | Time: 1683.92 ms [2021-05-18 17:04:22 main:581] : INFO : Epoch 1848 | loss: 0.0312275 | val_loss: 0.031231 | Time: 1829.35 ms [2021-05-18 17:04:24 main:581] : INFO : Epoch 1849 | loss: 0.0312258 | val_loss: 0.031227 | Time: 1801 ms [2021-05-18 17:04:26 main:581] : INFO : Epoch 1850 | loss: 0.0312252 | val_loss: 0.0312322 | Time: 1808.87 ms [2021-05-18 17:04:28 main:581] : INFO : Epoch 1851 | loss: 0.0312254 | val_loss: 0.0312265 | Time: 1824.17 ms [2021-05-18 17:04:29 main:581] : INFO : Epoch 1852 | loss: 0.0312241 | val_loss: 0.0312289 | Time: 1743.35 ms [2021-05-18 17:04:31 main:581] : INFO : Epoch 1853 | loss: 0.0312241 | val_loss: 0.0312264 | Time: 1783.73 ms [2021-05-18 17:04:33 main:581] : INFO : Epoch 1854 | loss: 0.0312245 | val_loss: 0.0312276 | Time: 1651.6 ms [2021-05-18 17:04:34 main:581] : INFO : Epoch 1855 | loss: 0.0312245 | val_loss: 0.0312268 | Time: 1709.39 ms [2021-05-18 17:04:36 main:581] : INFO : Epoch 1856 | loss: 0.0312249 | val_loss: 0.0312264 | Time: 1713.37 ms [2021-05-18 17:04:38 main:581] : INFO : Epoch 1857 | loss: 0.0312262 | val_loss: 0.0312264 | Time: 1695.63 ms [2021-05-18 17:04:40 main:581] : INFO : Epoch 1858 | loss: 0.0312298 | val_loss: 0.0312285 | Time: 1651.06 ms [2021-05-18 17:04:41 main:581] : INFO : Epoch 1859 | loss: 0.0312274 | val_loss: 0.0312284 | Time: 1676.52 ms [2021-05-18 17:04:43 main:581] : INFO : Epoch 1860 | loss: 0.0312244 | val_loss: 0.031229 | Time: 1693.63 ms [2021-05-18 17:04:45 main:581] : INFO : Epoch 1861 | loss: 0.0312239 | val_loss: 0.0312264 | Time: 1737.07 ms [2021-05-18 17:04:46 main:581] : INFO : Epoch 1862 | loss: 0.0312238 | val_loss: 0.0312277 | Time: 1831.35 ms [2021-05-18 17:04:48 main:581] : INFO : Epoch 1863 | loss: 0.0312247 | val_loss: 0.0312265 | Time: 1658.92 ms [2021-05-18 17:04:50 main:581] : INFO : Epoch 1864 | loss: 0.0312241 | val_loss: 0.0312268 | Time: 1809.75 ms [2021-05-18 17:04:52 main:581] : INFO : Epoch 1865 | loss: 0.0312234 | val_loss: 0.0312283 | Time: 1748.26 ms [2021-05-18 17:04:53 main:581] : INFO : Epoch 1866 | loss: 0.0312246 | val_loss: 0.0312265 | Time: 1676.57 ms [2021-05-18 17:04:55 main:581] : INFO : Epoch 1867 | loss: 0.0312234 | val_loss: 0.0312258 | Time: 1728.39 ms [2021-05-18 17:04:57 main:581] : INFO : Epoch 1868 | loss: 0.0312243 | val_loss: 0.0312262 | Time: 1638.86 ms [2021-05-18 17:04:58 main:581] : INFO : Epoch 1869 | loss: 0.0312235 | val_loss: 0.0312262 | Time: 1714.11 ms [2021-05-18 17:05:00 main:581] : INFO : Epoch 1870 | loss: 0.0312234 | val_loss: 0.0312262 | Time: 1723.84 ms [2021-05-18 17:05:02 main:581] : INFO : Epoch 1871 | loss: 0.0312246 | val_loss: 0.0312273 | Time: 1737.09 ms [2021-05-18 17:05:04 main:581] : INFO : Epoch 1872 | loss: 0.0312246 | val_loss: 0.0312262 | Time: 1736.18 ms [2021-05-18 17:05:05 main:581] : INFO : Epoch 1873 | loss: 0.0312237 | val_loss: 0.0312265 | Time: 1633.46 ms [2021-05-18 17:05:07 main:581] : INFO : Epoch 1874 | loss: 0.0312237 | val_loss: 0.0312258 | Time: 1694.51 ms [2021-05-18 17:05:09 main:581] : INFO : Epoch 1875 | loss: 0.0312233 | val_loss: 0.0312259 | Time: 1746.76 ms [2021-05-18 17:05:11 main:581] : INFO : Epoch 1876 | loss: 0.0312241 | val_loss: 0.0312309 | Time: 1787.12 ms [2021-05-18 17:05:12 main:581] : INFO : Epoch 1877 | loss: 0.0312262 | val_loss: 0.0312309 | Time: 1716.09 ms [2021-05-18 17:05:14 main:581] : INFO : Epoch 1878 | loss: 0.0312285 | val_loss: 0.0312305 | Time: 1686.3 ms [2021-05-18 17:05:16 main:581] : INFO : Epoch 1879 | loss: 0.031225 | val_loss: 0.0312269 | Time: 1686.45 ms [2021-05-18 17:05:17 main:581] : INFO : Epoch 1880 | loss: 0.0312234 | val_loss: 0.0312262 | Time: 1892.1 ms [2021-05-18 17:05:19 main:581] : INFO : Epoch 1881 | loss: 0.0312236 | val_loss: 0.0312261 | Time: 1655.18 ms [2021-05-18 17:05:21 main:581] : INFO : Epoch 1882 | loss: 0.031223 | val_loss: 0.0312269 | Time: 1836.59 ms [2021-05-18 17:05:23 main:581] : INFO : Epoch 1883 | loss: 0.0312244 | val_loss: 0.0312257 | Time: 1723.62 ms [2021-05-18 17:05:24 main:581] : INFO : Epoch 1884 | loss: 0.0312246 | val_loss: 0.0312259 | Time: 1744.7 ms [2021-05-18 17:05:26 main:581] : INFO : Epoch 1885 | loss: 0.0312233 | val_loss: 0.0312259 | Time: 1678.34 ms [2021-05-18 17:05:28 main:581] : INFO : Epoch 1886 | loss: 0.0312232 | val_loss: 0.031226 | Time: 1805.74 ms [2021-05-18 17:05:30 main:581] : INFO : Epoch 1887 | loss: 0.0312239 | val_loss: 0.0312259 | Time: 1623.63 ms [2021-05-18 17:05:31 main:581] : INFO : Epoch 1888 | loss: 0.0312258 | val_loss: 0.0312259 | Time: 1740.14 ms [2021-05-18 17:05:33 main:581] : INFO : Epoch 1889 | loss: 0.0312238 | val_loss: 0.0312261 | Time: 1846.09 ms [2021-05-18 17:05:35 main:581] : INFO : Epoch 1890 | loss: 0.0312252 | val_loss: 0.0312271 | Time: 1628.08 ms [2021-05-18 17:05:36 main:581] : INFO : Epoch 1891 | loss: 0.0312241 | val_loss: 0.0312258 | Time: 1709.18 ms [2021-05-18 17:05:38 main:581] : INFO : Epoch 1892 | loss: 0.0312236 | val_loss: 0.0312256 | Time: 1768.62 ms [2021-05-18 17:05:40 main:581] : INFO : Epoch 1893 | loss: 0.0312261 | val_loss: 0.0312309 | Time: 1762.78 ms [2021-05-18 17:05:42 main:581] : INFO : Epoch 1894 | loss: 0.0312246 | val_loss: 0.0312278 | Time: 1694.37 ms [2021-05-18 17:05:43 main:581] : INFO : Epoch 1895 | loss: 0.0312242 | val_loss: 0.0312261 | Time: 1715.3 ms [2021-05-18 17:05:45 main:581] : INFO : Epoch 1896 | loss: 0.0312234 | val_loss: 0.0312259 | Time: 1683.9 ms [2021-05-18 17:05:47 main:581] : INFO : Epoch 1897 | loss: 0.0312234 | val_loss: 0.0312262 | Time: 1701.78 ms [2021-05-18 17:05:48 main:581] : INFO : Epoch 1898 | loss: 0.0312244 | val_loss: 0.0312259 | Time: 1643.6 ms [2021-05-18 17:05:50 main:581] : INFO : Epoch 1899 | loss: 0.0312232 | val_loss: 0.0312259 | Time: 1744.09 ms [2021-05-18 17:05:52 main:581] : INFO : Epoch 1900 | loss: 0.0312235 | val_loss: 0.0312258 | Time: 1761.53 ms [2021-05-18 17:05:54 main:581] : INFO : Epoch 1901 | loss: 0.031223 | val_loss: 0.0312259 | Time: 1668.66 ms [2021-05-18 17:05:55 main:581] : INFO : Epoch 1902 | loss: 0.031224 | val_loss: 0.0312259 | Time: 1745.35 ms [2021-05-18 17:05:57 main:581] : INFO : Epoch 1903 | loss: 0.0312232 | val_loss: 0.0312326 | Time: 1711.36 ms [2021-05-18 17:05:59 main:581] : INFO : Epoch 1904 | loss: 0.0312255 | val_loss: 0.0312269 | Time: 1792.47 ms [2021-05-18 17:06:01 main:581] : INFO : Epoch 1905 | loss: 0.0312236 | val_loss: 0.0312296 | Time: 1781.55 ms [2021-05-18 17:06:02 main:581] : INFO : Epoch 1906 | loss: 0.0312233 | val_loss: 0.0312262 | Time: 1833.88 ms [2021-05-18 17:06:04 main:581] : INFO : Epoch 1907 | loss: 0.031225 | val_loss: 0.0312273 | Time: 1653.97 ms [2021-05-18 17:06:06 main:581] : INFO : Epoch 1908 | loss: 0.0312256 | val_loss: 0.0312282 | Time: 1750.8 ms [2021-05-18 17:06:08 main:581] : INFO : Epoch 1909 | loss: 0.0312255 | val_loss: 0.0312266 | Time: 1693.03 ms [2021-05-18 17:06:09 main:581] : INFO : Epoch 1910 | loss: 0.0312231 | val_loss: 0.031226 | Time: 1642.93 ms [2021-05-18 17:06:11 main:581] : INFO : Epoch 1911 | loss: 0.0312239 | val_loss: 0.031227 | Time: 1766.07 ms [2021-05-18 17:06:13 main:581] : INFO : Epoch 1912 | loss: 0.031224 | val_loss: 0.0312281 | Time: 1658.32 ms [2021-05-18 17:06:14 main:581] : INFO : Epoch 1913 | loss: 0.0312233 | val_loss: 0.0312258 | Time: 1752.28 ms [2021-05-18 17:06:16 main:581] : INFO : Epoch 1914 | loss: 0.0312227 | val_loss: 0.0312263 | Time: 1799.34 ms [2021-05-18 17:06:18 main:581] : INFO : Epoch 1915 | loss: 0.0312239 | val_loss: 0.0312276 | Time: 1758.07 ms [2021-05-18 17:06:20 main:581] : INFO : Epoch 1916 | loss: 0.0312247 | val_loss: 0.0312257 | Time: 1841.14 ms [2021-05-18 17:06:22 main:581] : INFO : Epoch 1917 | loss: 0.0312234 | val_loss: 0.0312257 | Time: 1785.81 ms [2021-05-18 17:06:23 main:581] : INFO : Epoch 1918 | loss: 0.0312229 | val_loss: 0.0312265 | Time: 1782.26 ms [2021-05-18 17:06:25 main:581] : INFO : Epoch 1919 | loss: 0.0312233 | val_loss: 0.0312257 | Time: 1846.77 ms [2021-05-18 17:06:27 main:581] : INFO : Epoch 1920 | loss: 0.0312228 | val_loss: 0.031226 | Time: 1716.34 ms [2021-05-18 17:06:29 main:581] : INFO : Epoch 1921 | loss: 0.0312227 | val_loss: 0.0312256 | Time: 1727.8 ms [2021-05-18 17:06:30 main:581] : INFO : Epoch 1922 | loss: 0.0312244 | val_loss: 0.0312294 | Time: 1723.64 ms [2021-05-18 17:06:32 main:581] : INFO : Epoch 1923 | loss: 0.0312234 | val_loss: 0.0312256 | Time: 1702.88 ms [2021-05-18 17:06:34 main:581] : INFO : Epoch 1924 | loss: 0.0312232 | val_loss: 0.0312255 | Time: 1714.29 ms [2021-05-18 17:06:35 main:581] : INFO : Epoch 1925 | loss: 0.0312231 | val_loss: 0.0312256 | Time: 1617.02 ms [2021-05-18 17:06:37 main:581] : INFO : Epoch 1926 | loss: 0.0312234 | val_loss: 0.0312279 | Time: 1774.1 ms [2021-05-18 17:06:39 main:581] : INFO : Epoch 1927 | loss: 0.0312237 | val_loss: 0.0312257 | Time: 1736.72 ms [2021-05-18 17:06:41 main:581] : INFO : Epoch 1928 | loss: 0.0312234 | val_loss: 0.0312272 | Time: 1773.2 ms [2021-05-18 17:06:42 main:581] : INFO : Epoch 1929 | loss: 0.0312256 | val_loss: 0.0312263 | Time: 1710.92 ms [2021-05-18 17:06:44 main:581] : INFO : Epoch 1930 | loss: 0.0312237 | val_loss: 0.0312275 | Time: 1900.84 ms [2021-05-18 17:06:46 main:581] : INFO : Epoch 1931 | loss: 0.0312235 | val_loss: 0.0312267 | Time: 1776.74 ms [2021-05-18 17:06:48 main:581] : INFO : Epoch 1932 | loss: 0.031224 | val_loss: 0.0312272 | Time: 1872.79 ms [2021-05-18 17:06:50 main:581] : INFO : Epoch 1933 | loss: 0.0312231 | val_loss: 0.031228 | Time: 1785.63 ms [2021-05-18 17:06:51 main:581] : INFO : Epoch 1934 | loss: 0.0312232 | val_loss: 0.0312257 | Time: 1609.66 ms [2021-05-18 17:06:53 main:581] : INFO : Epoch 1935 | loss: 0.0312228 | val_loss: 0.0312261 | Time: 1657.34 ms [2021-05-18 17:06:55 main:581] : INFO : Epoch 1936 | loss: 0.0312233 | val_loss: 0.031227 | Time: 1661.36 ms [2021-05-18 17:06:56 main:581] : INFO : Epoch 1937 | loss: 0.0312251 | val_loss: 0.0312262 | Time: 1617.94 ms [2021-05-18 17:06:58 main:581] : INFO : Epoch 1938 | loss: 0.0312233 | val_loss: 0.0312277 | Time: 1664.72 ms [2021-05-18 17:07:00 main:581] : INFO : Epoch 1939 | loss: 0.0312232 | val_loss: 0.0312258 | Time: 1663.04 ms [2021-05-18 17:07:01 main:581] : INFO : Epoch 1940 | loss: 0.0312236 | val_loss: 0.0312277 | Time: 1724.43 ms [2021-05-18 17:07:03 main:581] : INFO : Epoch 1941 | loss: 0.0312248 | val_loss: 0.031228 | Time: 1693.69 ms [2021-05-18 17:07:05 main:581] : INFO : Epoch 1942 | loss: 0.0312251 | val_loss: 0.0312256 | Time: 1849.48 ms [2021-05-18 17:07:07 main:581] : INFO : Epoch 1943 | loss: 0.0312252 | val_loss: 0.0312301 | Time: 1796.19 ms [2021-05-18 17:07:08 main:581] : INFO : Epoch 1944 | loss: 0.031226 | val_loss: 0.031227 | Time: 1766.94 ms [2021-05-18 17:07:10 main:581] : INFO : Epoch 1945 | loss: 0.0312257 | val_loss: 0.031226 | Time: 1891.5 ms [2021-05-18 17:07:12 main:581] : INFO : Epoch 1946 | loss: 0.0312251 | val_loss: 0.0312273 | Time: 1778.9 ms [2021-05-18 17:07:14 main:581] : INFO : Epoch 1947 | loss: 0.031223 | val_loss: 0.0312255 | Time: 1805.84 ms [2021-05-18 17:07:16 main:581] : INFO : Epoch 1948 | loss: 0.0312232 | val_loss: 0.0312257 | Time: 1729.78 ms [2021-05-18 17:07:18 main:581] : INFO : Epoch 1949 | loss: 0.0312236 | val_loss: 0.0312258 | Time: 1830.31 ms [2021-05-18 17:07:19 main:581] : INFO : Epoch 1950 | loss: 0.0312244 | val_loss: 0.0312257 | Time: 1669.36 ms [2021-05-18 17:07:21 main:581] : INFO : Epoch 1951 | loss: 0.0312235 | val_loss: 0.0312281 | Time: 1736.81 ms [2021-05-18 17:07:23 main:581] : INFO : Epoch 1952 | loss: 0.0312246 | val_loss: 0.0312284 | Time: 1785.29 ms [2021-05-18 17:07:24 main:581] : INFO : Epoch 1953 | loss: 0.0312241 | val_loss: 0.0312259 | Time: 1718.49 ms [2021-05-18 17:07:26 main:581] : INFO : Epoch 1954 | loss: 0.031225 | val_loss: 0.0312271 | Time: 1671.82 ms [2021-05-18 17:07:28 main:581] : INFO : Epoch 1955 | loss: 0.031224 | val_loss: 0.0312267 | Time: 1883.8 ms [2021-05-18 17:07:30 main:581] : INFO : Epoch 1956 | loss: 0.0312232 | val_loss: 0.0312264 | Time: 1788.09 ms [2021-05-18 17:07:32 main:581] : INFO : Epoch 1957 | loss: 0.0312238 | val_loss: 0.031226 | Time: 1827.77 ms [2021-05-18 17:07:33 main:581] : INFO : Epoch 1958 | loss: 0.031224 | val_loss: 0.0312274 | Time: 1758.85 ms [2021-05-18 17:07:35 main:581] : INFO : Epoch 1959 | loss: 0.0312235 | val_loss: 0.031226 | Time: 1701.77 ms [2021-05-18 17:07:37 main:581] : INFO : Epoch 1960 | loss: 0.0312233 | val_loss: 0.0312265 | Time: 1767.28 ms [2021-05-18 17:07:39 main:581] : INFO : Epoch 1961 | loss: 0.0312246 | val_loss: 0.031226 | Time: 1727.94 ms [2021-05-18 17:07:40 main:581] : INFO : Epoch 1962 | loss: 0.0312227 | val_loss: 0.0312256 | Time: 1651.53 ms [2021-05-18 17:07:42 main:581] : INFO : Epoch 1963 | loss: 0.0312225 | val_loss: 0.0312258 | Time: 1668.53 ms [2021-05-18 17:07:44 main:581] : INFO : Epoch 1964 | loss: 0.0312224 | val_loss: 0.0312257 | Time: 1811.8 ms [2021-05-18 17:07:45 main:581] : INFO : Epoch 1965 | loss: 0.0312226 | val_loss: 0.0312256 | Time: 1674.78 ms [2021-05-18 17:07:47 main:581] : INFO : Epoch 1966 | loss: 0.0312233 | val_loss: 0.0312278 | Time: 1682.55 ms [2021-05-18 17:07:49 main:581] : INFO : Epoch 1967 | loss: 0.0312229 | val_loss: 0.0312258 | Time: 1752.74 ms [2021-05-18 17:07:51 main:581] : INFO : Epoch 1968 | loss: 0.0312227 | val_loss: 0.0312263 | Time: 1890.89 ms [2021-05-18 17:07:52 main:581] : INFO : Epoch 1969 | loss: 0.0312231 | val_loss: 0.031226 | Time: 1794.6 ms [2021-05-18 17:07:54 main:581] : INFO : Epoch 1970 | loss: 0.0312225 | val_loss: 0.0312255 | Time: 1894.62 ms [2021-05-18 17:07:56 main:581] : INFO : Epoch 1971 | loss: 0.0312229 | val_loss: 0.0312262 | Time: 1714.91 ms [2021-05-18 17:07:58 main:581] : INFO : Epoch 1972 | loss: 0.0312231 | val_loss: 0.0312286 | Time: 1805.16 ms [2021-05-18 17:08:00 main:581] : INFO : Epoch 1973 | loss: 0.0312247 | val_loss: 0.0312284 | Time: 1816.23 ms [2021-05-18 17:08:02 main:581] : INFO : Epoch 1974 | loss: 0.0312233 | val_loss: 0.0312269 | Time: 1797.11 ms [2021-05-18 17:08:03 main:581] : INFO : Epoch 1975 | loss: 0.0312239 | val_loss: 0.0312257 | Time: 1862.16 ms [2021-05-18 17:08:05 main:581] : INFO : Epoch 1976 | loss: 0.0312251 | val_loss: 0.0312267 | Time: 1788.66 ms [2021-05-18 17:08:07 main:581] : INFO : Epoch 1977 | loss: 0.0312229 | val_loss: 0.031226 | Time: 1697.72 ms [2021-05-18 17:08:09 main:581] : INFO : Epoch 1978 | loss: 0.0312235 | val_loss: 0.0312275 | Time: 1738.07 ms [2021-05-18 17:08:10 main:581] : INFO : Epoch 1979 | loss: 0.0312231 | val_loss: 0.0312255 | Time: 1736.59 ms [2021-05-18 17:08:12 main:581] : INFO : Epoch 1980 | loss: 0.0312231 | val_loss: 0.0312254 | Time: 1643.78 ms [2021-05-18 17:08:14 main:581] : INFO : Epoch 1981 | loss: 0.0312228 | val_loss: 0.0312251 | Time: 1665.73 ms [2021-05-18 17:08:15 main:581] : INFO : Epoch 1982 | loss: 0.0312232 | val_loss: 0.0312252 | Time: 1722.81 ms [2021-05-18 17:08:17 main:581] : INFO : Epoch 1983 | loss: 0.0312227 | val_loss: 0.0312262 | Time: 1769.45 ms [2021-05-18 17:08:19 main:581] : INFO : Epoch 1984 | loss: 0.031223 | val_loss: 0.0312258 | Time: 1679.17 ms [2021-05-18 17:08:21 main:581] : INFO : Epoch 1985 | loss: 0.0312229 | val_loss: 0.0312286 | Time: 1837.18 ms [2021-05-18 17:08:22 main:581] : INFO : Epoch 1986 | loss: 0.0312233 | val_loss: 0.0312254 | Time: 1638.28 ms [2021-05-18 17:08:24 main:581] : INFO : Epoch 1987 | loss: 0.0312233 | val_loss: 0.0312245 | Time: 1676.15 ms [2021-05-18 17:08:26 main:581] : INFO : Epoch 1988 | loss: 0.0312226 | val_loss: 0.031225 | Time: 1747.78 ms [2021-05-18 17:08:28 main:581] : INFO : Epoch 1989 | loss: 0.03122 | val_loss: 0.0312205 | Time: 1795.16 ms [2021-05-18 17:08:29 main:581] : INFO : Epoch 1990 | loss: 0.0312177 | val_loss: 0.0312176 | Time: 1705.9 ms [2021-05-18 17:08:31 main:581] : INFO : Epoch 1991 | loss: 0.0312153 | val_loss: 0.0312137 | Time: 1736.51 ms [2021-05-18 17:08:33 main:581] : INFO : Epoch 1992 | loss: 0.0312142 | val_loss: 0.0312322 | Time: 1859.78 ms [2021-05-18 17:08:35 main:581] : INFO : Epoch 1993 | loss: 0.0312175 | val_loss: 0.0312125 | Time: 1928.9 ms [2021-05-18 17:08:37 main:581] : INFO : Epoch 1994 | loss: 0.0312129 | val_loss: 0.031213 | Time: 1764.36 ms [2021-05-18 17:08:38 main:581] : INFO : Epoch 1995 | loss: 0.0312148 | val_loss: 0.0312104 | Time: 1635.57 ms [2021-05-18 17:08:40 main:581] : INFO : Epoch 1996 | loss: 0.0312111 | val_loss: 0.031209 | Time: 1616 ms [2021-05-18 17:08:41 main:581] : INFO : Epoch 1997 | loss: 0.0312133 | val_loss: 0.0312167 | Time: 1621.14 ms [2021-05-18 17:08:43 main:581] : INFO : Epoch 1998 | loss: 0.0312142 | val_loss: 0.0312119 | Time: 1855.25 ms [2021-05-18 17:08:45 main:581] : INFO : Epoch 1999 | loss: 0.0312118 | val_loss: 0.0312096 | Time: 1722.3 ms [2021-05-18 17:08:47 main:581] : INFO : Epoch 2000 | loss: 0.0312104 | val_loss: 0.0312091 | Time: 1660.29 ms [2021-05-18 17:08:48 main:581] : INFO : Epoch 2001 | loss: 0.0312123 | val_loss: 0.0312162 | Time: 1791.86 ms [2021-05-18 17:08:50 main:581] : INFO : Epoch 2002 | loss: 0.0312142 | val_loss: 0.0312107 | Time: 1950.39 ms [2021-05-18 17:08:52 main:581] : INFO : Epoch 2003 | loss: 0.0312104 | val_loss: 0.0312097 | Time: 1706.51 ms [2021-05-18 17:08:54 main:581] : INFO : Epoch 2004 | loss: 0.0312106 | val_loss: 0.0312166 | Time: 1707.1 ms [2021-05-18 17:08:56 main:581] : INFO : Epoch 2005 | loss: 0.0312103 | val_loss: 0.0312121 | Time: 1712.23 ms [2021-05-18 17:08:57 main:581] : INFO : Epoch 2006 | loss: 0.0312116 | val_loss: 0.031217 | Time: 1658.09 ms [2021-05-18 17:08:59 main:581] : INFO : Epoch 2007 | loss: 0.0312122 | val_loss: 0.0312086 | Time: 1705.63 ms [2021-05-18 17:09:01 main:581] : INFO : Epoch 2008 | loss: 0.0312108 | val_loss: 0.0312138 | Time: 1755.32 ms [2021-05-18 17:09:02 main:581] : INFO : Epoch 2009 | loss: 0.03121 | val_loss: 0.0312085 | Time: 1694.96 ms [2021-05-18 17:09:04 main:581] : INFO : Epoch 2010 | loss: 0.0312095 | val_loss: 0.031209 | Time: 1822.72 ms [2021-05-18 17:09:06 main:581] : INFO : Epoch 2011 | loss: 0.0312096 | val_loss: 0.0312095 | Time: 1735.83 ms [2021-05-18 17:09:08 main:581] : INFO : Epoch 2012 | loss: 0.03121 | val_loss: 0.0312097 | Time: 1680.7 ms [2021-05-18 17:09:09 main:581] : INFO : Epoch 2013 | loss: 0.0312098 | val_loss: 0.0312088 | Time: 1770.87 ms [2021-05-18 17:09:11 main:581] : INFO : Epoch 2014 | loss: 0.0312118 | val_loss: 0.0312106 | Time: 1872.37 ms [2021-05-18 17:09:13 main:581] : INFO : Epoch 2015 | loss: 0.0312112 | val_loss: 0.0312094 | Time: 1750.33 ms [2021-05-18 17:09:15 main:581] : INFO : Epoch 2016 | loss: 0.0312123 | val_loss: 0.0312102 | Time: 1637.7 ms [2021-05-18 17:09:16 main:581] : INFO : Epoch 2017 | loss: 0.0312144 | val_loss: 0.0312102 | Time: 1752.71 ms [2021-05-18 17:09:18 main:581] : INFO : Epoch 2018 | loss: 0.0312114 | val_loss: 0.0312094 | Time: 1744.1 ms [2021-05-18 17:09:20 main:581] : INFO : Epoch 2019 | loss: 0.0312104 | val_loss: 0.0312109 | Time: 1686.87 ms [2021-05-18 17:09:22 main:581] : INFO : Epoch 2020 | loss: 0.0312122 | val_loss: 0.0312162 | Time: 1859.59 ms [2021-05-18 17:09:23 main:581] : INFO : Epoch 2021 | loss: 0.0312141 | val_loss: 0.0312116 | Time: 1745.43 ms [2021-05-18 17:09:25 main:581] : INFO : Epoch 2022 | loss: 0.031212 | val_loss: 0.031209 | Time: 1648.06 ms [2021-05-18 17:09:27 main:581] : INFO : Epoch 2023 | loss: 0.0312104 | val_loss: 0.0312081 | Time: 1694.72 ms [2021-05-18 17:09:28 main:581] : INFO : Epoch 2024 | loss: 0.0312097 | val_loss: 0.031208 | Time: 1719.13 ms [2021-05-18 17:09:30 main:581] : INFO : Epoch 2025 | loss: 0.03121 | val_loss: 0.0312085 | Time: 1718.78 ms [2021-05-18 17:09:32 main:581] : INFO : Epoch 2026 | loss: 0.0312097 | val_loss: 0.0312088 | Time: 1767.91 ms [2021-05-18 17:09:34 main:581] : INFO : Epoch 2027 | loss: 0.0312096 | val_loss: 0.0312086 | Time: 1704.95 ms [2021-05-18 17:09:35 main:581] : INFO : Epoch 2028 | loss: 0.031211 | val_loss: 0.0312081 | Time: 1679.37 ms [2021-05-18 17:09:37 main:581] : INFO : Epoch 2029 | loss: 0.0312118 | val_loss: 0.0312096 | Time: 1760.33 ms [2021-05-18 17:09:39 main:581] : INFO : Epoch 2030 | loss: 0.0312113 | val_loss: 0.0312082 | Time: 1640.9 ms [2021-05-18 17:09:40 main:581] : INFO : Epoch 2031 | loss: 0.0312101 | val_loss: 0.0312084 | Time: 1662.73 ms [2021-05-18 17:09:42 main:581] : INFO : Epoch 2032 | loss: 0.0312133 | val_loss: 0.0312097 | Time: 1770.62 ms [2021-05-18 17:09:44 main:581] : INFO : Epoch 2033 | loss: 0.0312109 | val_loss: 0.0312087 | Time: 1694.33 ms [2021-05-18 17:09:46 main:581] : INFO : Epoch 2034 | loss: 0.0312095 | val_loss: 0.0312089 | Time: 1756.47 ms [2021-05-18 17:09:47 main:581] : INFO : Epoch 2035 | loss: 0.0312096 | val_loss: 0.031208 | Time: 1701.72 ms [2021-05-18 17:09:49 main:581] : INFO : Epoch 2036 | loss: 0.0312103 | val_loss: 0.0312082 | Time: 1664.46 ms [2021-05-18 17:09:51 main:581] : INFO : Epoch 2037 | loss: 0.0312098 | val_loss: 0.0312085 | Time: 1665.55 ms [2021-05-18 17:09:52 main:581] : INFO : Epoch 2038 | loss: 0.0312102 | val_loss: 0.0312094 | Time: 1644.07 ms [2021-05-18 17:09:54 main:581] : INFO : Epoch 2039 | loss: 0.0312127 | val_loss: 0.0312102 | Time: 1626.13 ms [2021-05-18 17:09:56 main:581] : INFO : Epoch 2040 | loss: 0.0312121 | val_loss: 0.0312089 | Time: 1694.1 ms [2021-05-18 17:09:57 main:581] : INFO : Epoch 2041 | loss: 0.0312096 | val_loss: 0.0312078 | Time: 1794.86 ms [2021-05-18 17:09:59 main:581] : INFO : Epoch 2042 | loss: 0.0312093 | val_loss: 0.031208 | Time: 1691.93 ms [2021-05-18 17:10:01 main:581] : INFO : Epoch 2043 | loss: 0.0312105 | val_loss: 0.0312105 | Time: 1769.91 ms [2021-05-18 17:10:03 main:581] : INFO : Epoch 2044 | loss: 0.0312132 | val_loss: 0.0312105 | Time: 1826.63 ms [2021-05-18 17:10:04 main:581] : INFO : Epoch 2045 | loss: 0.031209 | val_loss: 0.0312087 | Time: 1720.54 ms [2021-05-18 17:10:06 main:581] : INFO : Epoch 2046 | loss: 0.0312096 | val_loss: 0.0312162 | Time: 1679.31 ms [2021-05-18 17:10:08 main:581] : INFO : Epoch 2047 | loss: 0.03121 | val_loss: 0.0312085 | Time: 1705.58 ms [2021-05-18 17:10:10 main:581] : INFO : Epoch 2048 | loss: 0.0312087 | val_loss: 0.0312077 | Time: 1731.47 ms [2021-05-18 17:10:10 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312077 [2021-05-18 17:10:10 main:610] : INFO : Saving end state to config to file [2021-05-18 17:10:10 main:615] : INFO : Success, exiting.. 17:10:10 (9862): 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)