Task 4181851
| Name | ParityModified-1613191253-18076-1_0 |
| Workunit | 2280977 |
| Created | 25 Feb 2021, 17:40:04 UTC |
| Sent | 9 Mar 2021, 13:03:28 UTC |
| Report deadline | 16 Mar 2021, 13:03:28 UTC |
| Received | 9 Mar 2021, 15:59:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 59 min 6 sec |
| CPU time | 58 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312202 | val_loss: 0.0312246 | Time: 1774.17 ms
[2021-03-09 15:49:53 main:574] : INFO : Epoch 1543 | loss: 0.0312219 | val_loss: 0.0312256 | Time: 1763.18 ms
[2021-03-09 15:49:55 main:574] : INFO : Epoch 1544 | loss: 0.0312213 | val_loss: 0.0312256 | Time: 1762.55 ms
[2021-03-09 15:49:56 main:574] : INFO : Epoch 1545 | loss: 0.0312218 | val_loss: 0.0312242 | Time: 1633.9 ms
[2021-03-09 15:49:58 main:574] : INFO : Epoch 1546 | loss: 0.0312209 | val_loss: 0.0312242 | Time: 1518.14 ms
[2021-03-09 15:50:00 main:574] : INFO : Epoch 1547 | loss: 0.03122 | val_loss: 0.0312228 | Time: 1775.9 ms
[2021-03-09 15:50:01 main:574] : INFO : Epoch 1548 | loss: 0.0312213 | val_loss: 0.0312233 | Time: 1812.52 ms
[2021-03-09 15:50:03 main:574] : INFO : Epoch 1549 | loss: 0.0312203 | val_loss: 0.0312259 | Time: 1897.88 ms
[2021-03-09 15:50:05 main:574] : INFO : Epoch 1550 | loss: 0.0312215 | val_loss: 0.031223 | Time: 1788.85 ms
[2021-03-09 15:50:07 main:574] : INFO : Epoch 1551 | loss: 0.0312209 | val_loss: 0.031224 | Time: 1544.97 ms
[2021-03-09 15:50:08 main:574] : INFO : Epoch 1552 | loss: 0.0312194 | val_loss: 0.0312231 | Time: 1605.57 ms
[2021-03-09 15:50:10 main:574] : INFO : Epoch 1553 | loss: 0.0312237 | val_loss: 0.0312237 | Time: 1844.88 ms
[2021-03-09 15:50:12 main:574] : INFO : Epoch 1554 | loss: 0.0312232 | val_loss: 0.0312229 | Time: 1724.89 ms
[2021-03-09 15:50:14 main:574] : INFO : Epoch 1555 | loss: 0.0312235 | val_loss: 0.0312324 | Time: 1755.25 ms
[2021-03-09 15:50:15 main:574] : INFO : Epoch 1556 | loss: 0.0312206 | val_loss: 0.0312246 | Time: 1731.63 ms
[2021-03-09 15:50:17 main:574] : INFO : Epoch 1557 | loss: 0.0312191 | val_loss: 0.0312253 | Time: 1473.04 ms
[2021-03-09 15:50:18 main:574] : INFO : Epoch 1558 | loss: 0.0312216 | val_loss: 0.0312225 | Time: 1608.51 ms
[2021-03-09 15:50:20 main:574] : INFO : Epoch 1559 | loss: 0.0312191 | val_loss: 0.0312247 | Time: 1720.65 ms
[2021-03-09 15:50:22 main:574] : INFO : Epoch 1560 | loss: 0.031221 | val_loss: 0.0312311 | Time: 1744.11 ms
[2021-03-09 15:50:24 main:574] : INFO : Epoch 1561 | loss: 0.0312189 | val_loss: 0.0312225 | Time: 1773.8 ms
[2021-03-09 15:50:25 main:574] : INFO : Epoch 1562 | loss: 0.0312186 | val_loss: 0.0312239 | Time: 1719.52 ms
[2021-03-09 15:50:27 main:574] : INFO : Epoch 1563 | loss: 0.0312187 | val_loss: 0.0312227 | Time: 1479.67 ms
[2021-03-09 15:50:29 main:574] : INFO : Epoch 1564 | loss: 0.0312225 | val_loss: 0.0312259 | Time: 1692.99 ms
[2021-03-09 15:50:30 main:574] : INFO : Epoch 1565 | loss: 0.0312268 | val_loss: 0.0312341 | Time: 1794.34 ms
[2021-03-09 15:50:32 main:574] : INFO : Epoch 1566 | loss: 0.031226 | val_loss: 0.0312238 | Time: 1804.19 ms
[2021-03-09 15:50:34 main:574] : INFO : Epoch 1567 | loss: 0.0312245 | val_loss: 0.031225 | Time: 1720.85 ms
[2021-03-09 15:50:36 main:574] : INFO : Epoch 1568 | loss: 0.0312308 | val_loss: 0.0312371 | Time: 1774.16 ms
[2021-03-09 15:50:37 main:574] : INFO : Epoch 1569 | loss: 0.0312277 | val_loss: 0.0312277 | Time: 1433.15 ms
[2021-03-09 15:50:39 main:574] : INFO : Epoch 1570 | loss: 0.0312247 | val_loss: 0.0312237 | Time: 1763.63 ms
[2021-03-09 15:50:41 main:574] : INFO : Epoch 1571 | loss: 0.031219 | val_loss: 0.0312214 | Time: 1771.47 ms
[2021-03-09 15:50:43 main:574] : INFO : Epoch 1572 | loss: 0.0312215 | val_loss: 0.0312215 | Time: 1806.72 ms
[2021-03-09 15:50:44 main:574] : INFO : Epoch 1573 | loss: 0.0312226 | val_loss: 0.0312214 | Time: 1756.05 ms
[2021-03-09 15:50:46 main:574] : INFO : Epoch 1574 | loss: 0.0312182 | val_loss: 0.0312204 | Time: 1751.16 ms
[2021-03-09 15:50:48 main:574] : INFO : Epoch 1575 | loss: 0.0312187 | val_loss: 0.0312272 | Time: 1383.93 ms
[2021-03-09 15:50:49 main:574] : INFO : Epoch 1576 | loss: 0.0312193 | val_loss: 0.0312264 | Time: 1774.6 ms
[2021-03-09 15:50:51 main:574] : INFO : Epoch 1577 | loss: 0.0312194 | val_loss: 0.0312209 | Time: 1724.65 ms
[2021-03-09 15:50:53 main:574] : INFO : Epoch 1578 | loss: 0.0312176 | val_loss: 0.0312211 | Time: 1774.6 ms
[2021-03-09 15:50:55 main:574] : INFO : Epoch 1579 | loss: 0.0312166 | val_loss: 0.0312202 | Time: 1866.92 ms
[2021-03-09 15:50:56 main:574] : INFO : Epoch 1580 | loss: 0.0312173 | val_loss: 0.03122 | Time: 1660.84 ms
[2021-03-09 15:50:58 main:574] : INFO : Epoch 1581 | loss: 0.0312167 | val_loss: 0.0312205 | Time: 1476.1 ms
[2021-03-09 15:51:00 main:574] : INFO : Epoch 1582 | loss: 0.0312178 | val_loss: 0.0312206 | Time: 1812.12 ms
[2021-03-09 15:51:01 main:574] : INFO : Epoch 1583 | loss: 0.0312164 | val_loss: 0.0312204 | Time: 1747.66 ms
[2021-03-09 15:51:03 main:574] : INFO : Epoch 1584 | loss: 0.0312166 | val_loss: 0.0312219 | Time: 1750.65 ms
[2021-03-09 15:51:05 main:574] : INFO : Epoch 1585 | loss: 0.0312175 | val_loss: 0.0312208 | Time: 1710.67 ms
[2021-03-09 15:51:07 main:574] : INFO : Epoch 1586 | loss: 0.0312167 | val_loss: 0.0312208 | Time: 1633.3 ms
[2021-03-09 15:51:08 main:574] : INFO : Epoch 1587 | loss: 0.0312196 | val_loss: 0.0312245 | Time: 1538.46 ms
[2021-03-09 15:51:10 main:574] : INFO : Epoch 1588 | loss: 0.0312187 | val_loss: 0.0312196 | Time: 1743.7 ms
[2021-03-09 15:51:12 main:574] : INFO : Epoch 1589 | loss: 0.0312206 | val_loss: 0.0312209 | Time: 1778.21 ms
[2021-03-09 15:51:13 main:574] : INFO : Epoch 1590 | loss: 0.0312202 | val_loss: 0.0312224 | Time: 1805.05 ms
[2021-03-09 15:51:15 main:574] : INFO : Epoch 1591 | loss: 0.0312204 | val_loss: 0.0312199 | Time: 1802.34 ms
[2021-03-09 15:51:17 main:574] : INFO : Epoch 1592 | loss: 0.0312164 | val_loss: 0.0312195 | Time: 1587.2 ms
[2021-03-09 15:51:18 main:574] : INFO : Epoch 1593 | loss: 0.0312161 | val_loss: 0.0312196 | Time: 1628.4 ms
[2021-03-09 15:51:20 main:574] : INFO : Epoch 1594 | loss: 0.0312153 | val_loss: 0.0312193 | Time: 1733.42 ms
[2021-03-09 15:51:22 main:574] : INFO : Epoch 1595 | loss: 0.0312156 | val_loss: 0.0312193 | Time: 1775.87 ms
[2021-03-09 15:51:24 main:574] : INFO : Epoch 1596 | loss: 0.0312164 | val_loss: 0.0312268 | Time: 1799.44 ms
[2021-03-09 15:51:26 main:574] : INFO : Epoch 1597 | loss: 0.0312221 | val_loss: 0.0312322 | Time: 1845.3 ms
[2021-03-09 15:51:27 main:574] : INFO : Epoch 1598 | loss: 0.0312248 | val_loss: 0.0312196 | Time: 1463.29 ms
[2021-03-09 15:51:29 main:574] : INFO : Epoch 1599 | loss: 0.0312206 | val_loss: 0.031229 | Time: 1622.67 ms
[2021-03-09 15:51:31 main:574] : INFO : Epoch 1600 | loss: 0.0312215 | val_loss: 0.0312212 | Time: 1750.49 ms
[2021-03-09 15:51:32 main:574] : INFO : Epoch 1601 | loss: 0.0312193 | val_loss: 0.0312252 | Time: 1731.86 ms
[2021-03-09 15:51:34 main:574] : INFO : Epoch 1602 | loss: 0.0312187 | val_loss: 0.0312257 | Time: 1772.78 ms
[2021-03-09 15:51:36 main:574] : INFO : Epoch 1603 | loss: 0.031217 | val_loss: 0.0312209 | Time: 1712.79 ms
[2021-03-09 15:51:37 main:574] : INFO : Epoch 1604 | loss: 0.0312171 | val_loss: 0.0312187 | Time: 1472.49 ms
[2021-03-09 15:51:39 main:574] : INFO : Epoch 1605 | loss: 0.031219 | val_loss: 0.0312253 | Time: 1719.2 ms
[2021-03-09 15:51:41 main:574] : INFO : Epoch 1606 | loss: 0.0312188 | val_loss: 0.0312217 | Time: 1684.02 ms
[2021-03-09 15:51:42 main:574] : INFO : Epoch 1607 | loss: 0.0312176 | val_loss: 0.0312189 | Time: 1787.79 ms
[2021-03-09 15:51:44 main:574] : INFO : Epoch 1608 | loss: 0.0312166 | val_loss: 0.0312231 | Time: 1795.5 ms
[2021-03-09 15:51:46 main:574] : INFO : Epoch 1609 | loss: 0.0312159 | val_loss: 0.0312185 | Time: 1749.8 ms
[2021-03-09 15:51:47 main:574] : INFO : Epoch 1610 | loss: 0.0312151 | val_loss: 0.0312221 | Time: 1454.97 ms
[2021-03-09 15:51:49 main:574] : INFO : Epoch 1611 | loss: 0.0312152 | val_loss: 0.0312186 | Time: 1731.46 ms
[2021-03-09 15:51:51 main:574] : INFO : Epoch 1612 | loss: 0.0312149 | val_loss: 0.0312183 | Time: 1720.42 ms
[2021-03-09 15:51:53 main:574] : INFO : Epoch 1613 | loss: 0.0312155 | val_loss: 0.0312206 | Time: 1792.62 ms
[2021-03-09 15:51:55 main:574] : INFO : Epoch 1614 | loss: 0.0312157 | val_loss: 0.0312179 | Time: 1773.97 ms
[2021-03-09 15:51:56 main:574] : INFO : Epoch 1615 | loss: 0.0312148 | val_loss: 0.0312196 | Time: 1766.99 ms
[2021-03-09 15:51:58 main:574] : INFO : Epoch 1616 | loss: 0.0312152 | val_loss: 0.0312181 | Time: 1453.28 ms
[2021-03-09 15:52:00 main:574] : INFO : Epoch 1617 | loss: 0.0312137 | val_loss: 0.0312183 | Time: 1701.48 ms
[2021-03-09 15:52:01 main:574] : INFO : Epoch 1618 | loss: 0.0312145 | val_loss: 0.0312226 | Time: 1856.04 ms
[2021-03-09 15:52:03 main:574] : INFO : Epoch 1619 | loss: 0.0312151 | val_loss: 0.031218 | Time: 1721.35 ms
[2021-03-09 15:52:05 main:574] : INFO : Epoch 1620 | loss: 0.0312144 | val_loss: 0.0312209 | Time: 1698.16 ms
[2021-03-09 15:52:06 main:574] : INFO : Epoch 1621 | loss: 0.031215 | val_loss: 0.0312227 | Time: 1653.09 ms
[2021-03-09 15:52:08 main:574] : INFO : Epoch 1622 | loss: 0.0312164 | val_loss: 0.0312186 | Time: 1459.98 ms
[2021-03-09 15:52:10 main:574] : INFO : Epoch 1623 | loss: 0.0312147 | val_loss: 0.0312235 | Time: 1765.88 ms
[2021-03-09 15:52:12 main:574] : INFO : Epoch 1624 | loss: 0.0312165 | val_loss: 0.0312218 | Time: 1781.5 ms
[2021-03-09 15:52:13 main:574] : INFO : Epoch 1625 | loss: 0.0312147 | val_loss: 0.0312185 | Time: 1791.18 ms
[2021-03-09 15:52:15 main:574] : INFO : Epoch 1626 | loss: 0.0312144 | val_loss: 0.0312183 | Time: 1718.57 ms
[2021-03-09 15:52:17 main:574] : INFO : Epoch 1627 | loss: 0.0312153 | val_loss: 0.0312182 | Time: 1611.26 ms
[2021-03-09 15:52:18 main:574] : INFO : Epoch 1628 | loss: 0.0312152 | val_loss: 0.0312199 | Time: 1483.22 ms
[2021-03-09 15:52:20 main:574] : INFO : Epoch 1629 | loss: 0.0312152 | val_loss: 0.0312167 | Time: 1784.21 ms
[2021-03-09 15:52:22 main:574] : INFO : Epoch 1630 | loss: 0.0312152 | val_loss: 0.0312176 | Time: 1739.37 ms
[2021-03-09 15:52:23 main:574] : INFO : Epoch 1631 | loss: 0.0312151 | val_loss: 0.0312174 | Time: 1723.98 ms
[2021-03-09 15:52:25 main:574] : INFO : Epoch 1632 | loss: 0.0312147 | val_loss: 0.0312169 | Time: 1812.8 ms
[2021-03-09 15:52:27 main:574] : INFO : Epoch 1633 | loss: 0.0312135 | val_loss: 0.0312168 | Time: 1554.86 ms
[2021-03-09 15:52:28 main:574] : INFO : Epoch 1634 | loss: 0.0312128 | val_loss: 0.0312176 | Time: 1547.38 ms
[2021-03-09 15:52:30 main:574] : INFO : Epoch 1635 | loss: 0.0312124 | val_loss: 0.0312196 | Time: 1738.34 ms
[2021-03-09 15:52:32 main:574] : INFO : Epoch 1636 | loss: 0.0312134 | val_loss: 0.0312172 | Time: 1734.88 ms
[2021-03-09 15:52:34 main:574] : INFO : Epoch 1637 | loss: 0.0312144 | val_loss: 0.0312192 | Time: 1888.12 ms
[2021-03-09 15:52:36 main:574] : INFO : Epoch 1638 | loss: 0.0312145 | val_loss: 0.0312168 | Time: 1807.02 ms
[2021-03-09 15:52:37 main:574] : INFO : Epoch 1639 | loss: 0.0312125 | val_loss: 0.0312194 | Time: 1532.36 ms
[2021-03-09 15:52:39 main:574] : INFO : Epoch 1640 | loss: 0.0312148 | val_loss: 0.0312187 | Time: 1590.41 ms
[2021-03-09 15:52:40 main:574] : INFO : Epoch 1641 | loss: 0.0312145 | val_loss: 0.0312176 | Time: 1755.05 ms
[2021-03-09 15:52:42 main:574] : INFO : Epoch 1642 | loss: 0.0312117 | val_loss: 0.0312159 | Time: 1725.67 ms
[2021-03-09 15:52:44 main:574] : INFO : Epoch 1643 | loss: 0.0312132 | val_loss: 0.0312167 | Time: 1701.87 ms
[2021-03-09 15:52:46 main:574] : INFO : Epoch 1644 | loss: 0.0312141 | val_loss: 0.0312207 | Time: 1868.78 ms
[2021-03-09 15:52:47 main:574] : INFO : Epoch 1645 | loss: 0.0312171 | val_loss: 0.0312185 | Time: 1487.3 ms
[2021-03-09 15:52:49 main:574] : INFO : Epoch 1646 | loss: 0.0312119 | val_loss: 0.0312164 | Time: 1613.2 ms
[2021-03-09 15:52:51 main:574] : INFO : Epoch 1647 | loss: 0.0312117 | val_loss: 0.0312166 | Time: 1762.36 ms
[2021-03-09 15:52:52 main:574] : INFO : Epoch 1648 | loss: 0.0312118 | val_loss: 0.0312161 | Time: 1798.24 ms
[2021-03-09 15:52:54 main:574] : INFO : Epoch 1649 | loss: 0.0312116 | val_loss: 0.0312153 | Time: 1779.8 ms
[2021-03-09 15:52:56 main:574] : INFO : Epoch 1650 | loss: 0.0312125 | val_loss: 0.0312174 | Time: 1727.99 ms
[2021-03-09 15:52:57 main:574] : INFO : Epoch 1651 | loss: 0.0312123 | val_loss: 0.0312186 | Time: 1431.28 ms
[2021-03-09 15:52:59 main:574] : INFO : Epoch 1652 | loss: 0.0312133 | val_loss: 0.0312155 | Time: 1621.84 ms
[2021-03-09 15:53:01 main:574] : INFO : Epoch 1653 | loss: 0.0312112 | val_loss: 0.0312181 | Time: 1793.66 ms
[2021-03-09 15:53:03 main:574] : INFO : Epoch 1654 | loss: 0.0312126 | val_loss: 0.031225 | Time: 1790.53 ms
[2021-03-09 15:53:04 main:574] : INFO : Epoch 1655 | loss: 0.0312154 | val_loss: 0.0312309 | Time: 1742.53 ms
[2021-03-09 15:53:06 main:574] : INFO : Epoch 1656 | loss: 0.0312146 | val_loss: 0.0312158 | Time: 1850.71 ms
[2021-03-09 15:53:08 main:574] : INFO : Epoch 1657 | loss: 0.0312136 | val_loss: 0.0312155 | Time: 1418.78 ms
[2021-03-09 15:53:10 main:574] : INFO : Epoch 1658 | loss: 0.0312126 | val_loss: 0.0312146 | Time: 1808.92 ms
[2021-03-09 15:53:11 main:574] : INFO : Epoch 1659 | loss: 0.0312105 | val_loss: 0.0312151 | Time: 1758.11 ms
[2021-03-09 15:53:13 main:574] : INFO : Epoch 1660 | loss: 0.0312121 | val_loss: 0.0312212 | Time: 1755.52 ms
[2021-03-09 15:53:15 main:574] : INFO : Epoch 1661 | loss: 0.031213 | val_loss: 0.0312207 | Time: 1783.84 ms
[2021-03-09 15:53:17 main:574] : INFO : Epoch 1662 | loss: 0.0312125 | val_loss: 0.0312151 | Time: 1696.43 ms
[2021-03-09 15:53:18 main:574] : INFO : Epoch 1663 | loss: 0.0312103 | val_loss: 0.0312159 | Time: 1389.94 ms
[2021-03-09 15:53:20 main:574] : INFO : Epoch 1664 | loss: 0.0312144 | val_loss: 0.0312303 | Time: 1737 ms
[2021-03-09 15:53:21 main:574] : INFO : Epoch 1665 | loss: 0.0312173 | val_loss: 0.0312154 | Time: 1690.01 ms
[2021-03-09 15:53:23 main:574] : INFO : Epoch 1666 | loss: 0.0312124 | val_loss: 0.0312177 | Time: 1764.53 ms
[2021-03-09 15:53:25 main:574] : INFO : Epoch 1667 | loss: 0.0312111 | val_loss: 0.0312166 | Time: 1757.27 ms
[2021-03-09 15:53:27 main:574] : INFO : Epoch 1668 | loss: 0.0312108 | val_loss: 0.0312139 | Time: 1688.8 ms
[2021-03-09 15:53:28 main:574] : INFO : Epoch 1669 | loss: 0.031214 | val_loss: 0.0312151 | Time: 1420.48 ms
[2021-03-09 15:53:30 main:574] : INFO : Epoch 1670 | loss: 0.0312103 | val_loss: 0.031215 | Time: 1822.17 ms
[2021-03-09 15:53:32 main:574] : INFO : Epoch 1671 | loss: 0.0312132 | val_loss: 0.0312155 | Time: 1788.43 ms
[2021-03-09 15:53:33 main:574] : INFO : Epoch 1672 | loss: 0.0312114 | val_loss: 0.0312153 | Time: 1781.02 ms
[2021-03-09 15:53:35 main:574] : INFO : Epoch 1673 | loss: 0.0312104 | val_loss: 0.0312151 | Time: 1793.88 ms
[2021-03-09 15:53:37 main:574] : INFO : Epoch 1674 | loss: 0.0312108 | val_loss: 0.0312167 | Time: 1635.86 ms
[2021-03-09 15:53:38 main:574] : INFO : Epoch 1675 | loss: 0.0312154 | val_loss: 0.031219 | Time: 1561.59 ms
[2021-03-09 15:53:40 main:574] : INFO : Epoch 1676 | loss: 0.0312137 | val_loss: 0.0312146 | Time: 1724.73 ms
[2021-03-09 15:53:42 main:574] : INFO : Epoch 1677 | loss: 0.0312128 | val_loss: 0.0312162 | Time: 1800.81 ms
[2021-03-09 15:53:44 main:574] : INFO : Epoch 1678 | loss: 0.0312118 | val_loss: 0.0312162 | Time: 1757.4 ms
[2021-03-09 15:53:46 main:574] : INFO : Epoch 1679 | loss: 0.0312124 | val_loss: 0.03122 | Time: 1767.98 ms
[2021-03-09 15:53:47 main:574] : INFO : Epoch 1680 | loss: 0.0312103 | val_loss: 0.0312151 | Time: 1524.44 ms
[2021-03-09 15:53:49 main:574] : INFO : Epoch 1681 | loss: 0.0312092 | val_loss: 0.0312146 | Time: 1590.29 ms
[2021-03-09 15:53:51 main:574] : INFO : Epoch 1682 | loss: 0.03121 | val_loss: 0.0312176 | Time: 1847.87 ms
[2021-03-09 15:53:52 main:574] : INFO : Epoch 1683 | loss: 0.0312117 | val_loss: 0.0312199 | Time: 1744.22 ms
[2021-03-09 15:53:54 main:574] : INFO : Epoch 1684 | loss: 0.0312128 | val_loss: 0.031217 | Time: 1745.31 ms
[2021-03-09 15:53:56 main:574] : INFO : Epoch 1685 | loss: 0.0312137 | val_loss: 0.031214 | Time: 1745.05 ms
[2021-03-09 15:53:57 main:574] : INFO : Epoch 1686 | loss: 0.0312118 | val_loss: 0.0312137 | Time: 1499.1 ms
[2021-03-09 15:53:59 main:574] : INFO : Epoch 1687 | loss: 0.0312102 | val_loss: 0.031213 | Time: 1619.92 ms
[2021-03-09 15:54:01 main:574] : INFO : Epoch 1688 | loss: 0.0312096 | val_loss: 0.0312136 | Time: 1781.67 ms
[2021-03-09 15:54:03 main:574] : INFO : Epoch 1689 | loss: 0.0312093 | val_loss: 0.031213 | Time: 1830.72 ms
[2021-03-09 15:54:04 main:574] : INFO : Epoch 1690 | loss: 0.0312098 | val_loss: 0.0312141 | Time: 1740.81 ms
[2021-03-09 15:54:06 main:574] : INFO : Epoch 1691 | loss: 0.0312094 | val_loss: 0.0312144 | Time: 1822.09 ms
[2021-03-09 15:54:08 main:574] : INFO : Epoch 1692 | loss: 0.0312092 | val_loss: 0.0312172 | Time: 1449.96 ms
[2021-03-09 15:54:09 main:574] : INFO : Epoch 1693 | loss: 0.0312086 | val_loss: 0.0312132 | Time: 1743.83 ms
[2021-03-09 15:54:11 main:574] : INFO : Epoch 1694 | loss: 0.0312078 | val_loss: 0.0312124 | Time: 1796.24 ms
[2021-03-09 15:54:13 main:574] : INFO : Epoch 1695 | loss: 0.0312084 | val_loss: 0.0312138 | Time: 1815.32 ms
[2021-03-09 15:54:15 main:574] : INFO : Epoch 1696 | loss: 0.0312079 | val_loss: 0.0312126 | Time: 1786.42 ms
[2021-03-09 15:54:17 main:574] : INFO : Epoch 1697 | loss: 0.0312099 | val_loss: 0.0312153 | Time: 1763.21 ms
[2021-03-09 15:54:18 main:574] : INFO : Epoch 1698 | loss: 0.0312087 | val_loss: 0.031213 | Time: 1426.86 ms
[2021-03-09 15:54:20 main:574] : INFO : Epoch 1699 | loss: 0.0312093 | val_loss: 0.031214 | Time: 1655.59 ms
[2021-03-09 15:54:21 main:574] : INFO : Epoch 1700 | loss: 0.0312153 | val_loss: 0.0312171 | Time: 1753.78 ms
[2021-03-09 15:54:23 main:574] : INFO : Epoch 1701 | loss: 0.0312116 | val_loss: 0.0312129 | Time: 1802.94 ms
[2021-03-09 15:54:25 main:574] : INFO : Epoch 1702 | loss: 0.0312107 | val_loss: 0.0312126 | Time: 1782.84 ms
[2021-03-09 15:54:27 main:574] : INFO : Epoch 1703 | loss: 0.0312095 | val_loss: 0.0312132 | Time: 1706.13 ms
[2021-03-09 15:54:28 main:574] : INFO : Epoch 1704 | loss: 0.0312085 | val_loss: 0.0312138 | Time: 1432.56 ms
[2021-03-09 15:54:30 main:574] : INFO : Epoch 1705 | loss: 0.0312077 | val_loss: 0.0312122 | Time: 1723.34 ms
[2021-03-09 15:54:32 main:574] : INFO : Epoch 1706 | loss: 0.0312087 | val_loss: 0.0312121 | Time: 1819.81 ms
[2021-03-09 15:54:34 main:574] : INFO : Epoch 1707 | loss: 0.0312079 | val_loss: 0.0312117 | Time: 1781.8 ms
[2021-03-09 15:54:35 main:574] : INFO : Epoch 1708 | loss: 0.0312074 | val_loss: 0.0312117 | Time: 1759.04 ms
[2021-03-09 15:54:37 main:574] : INFO : Epoch 1709 | loss: 0.0312077 | val_loss: 0.0312119 | Time: 1632.14 ms
[2021-03-09 15:54:38 main:574] : INFO : Epoch 1710 | loss: 0.03121 | val_loss: 0.0312112 | Time: 1482.08 ms
[2021-03-09 15:54:40 main:574] : INFO : Epoch 1711 | loss: 0.0312318 | val_loss: 0.0312438 | Time: 1777.68 ms
[2021-03-09 15:54:42 main:574] : INFO : Epoch 1712 | loss: 0.0312328 | val_loss: 0.031228 | Time: 1832.53 ms
[2021-03-09 15:54:44 main:574] : INFO : Epoch 1713 | loss: 0.0312136 | val_loss: 0.0312148 | Time: 1738.14 ms
[2021-03-09 15:54:46 main:574] : INFO : Epoch 1714 | loss: 0.0312097 | val_loss: 0.0312141 | Time: 1739.76 ms
[2021-03-09 15:54:47 main:574] : INFO : Epoch 1715 | loss: 0.0312083 | val_loss: 0.0312126 | Time: 1614.83 ms
[2021-03-09 15:54:49 main:574] : INFO : Epoch 1716 | loss: 0.0312097 | val_loss: 0.031212 | Time: 1513.37 ms
[2021-03-09 15:54:51 main:574] : INFO : Epoch 1717 | loss: 0.031209 | val_loss: 0.0312169 | Time: 1869.14 ms
[2021-03-09 15:54:52 main:574] : INFO : Epoch 1718 | loss: 0.0312091 | val_loss: 0.031211 | Time: 1774.15 ms
[2021-03-09 15:54:54 main:574] : INFO : Epoch 1719 | loss: 0.0312105 | val_loss: 0.0312164 | Time: 1799.4 ms
[2021-03-09 15:54:56 main:574] : INFO : Epoch 1720 | loss: 0.031208 | val_loss: 0.0312113 | Time: 1770.3 ms
[2021-03-09 15:54:57 main:574] : INFO : Epoch 1721 | loss: 0.0312067 | val_loss: 0.0312142 | Time: 1520.96 ms
[2021-03-09 15:54:59 main:574] : INFO : Epoch 1722 | loss: 0.0312068 | val_loss: 0.0312136 | Time: 1628.25 ms
[2021-03-09 15:55:01 main:574] : INFO : Epoch 1723 | loss: 0.0312065 | val_loss: 0.0312108 | Time: 1799.04 ms
[2021-03-09 15:55:03 main:574] : INFO : Epoch 1724 | loss: 0.0312062 | val_loss: 0.0312143 | Time: 1734.11 ms
[2021-03-09 15:55:04 main:574] : INFO : Epoch 1725 | loss: 0.0312061 | val_loss: 0.0312133 | Time: 1670.45 ms
[2021-03-09 15:55:06 main:574] : INFO : Epoch 1726 | loss: 0.0312075 | val_loss: 0.0312105 | Time: 1818.64 ms
[2021-03-09 15:55:08 main:574] : INFO : Epoch 1727 | loss: 0.0312064 | val_loss: 0.031212 | Time: 1445.55 ms
[2021-03-09 15:55:09 main:574] : INFO : Epoch 1728 | loss: 0.0312058 | val_loss: 0.031212 | Time: 1689.15 ms
[2021-03-09 15:55:11 main:574] : INFO : Epoch 1729 | loss: 0.0312062 | val_loss: 0.0312119 | Time: 1743.14 ms
[2021-03-09 15:55:13 main:574] : INFO : Epoch 1730 | loss: 0.0312051 | val_loss: 0.0312144 | Time: 1717.18 ms
[2021-03-09 15:55:15 main:574] : INFO : Epoch 1731 | loss: 0.0312067 | val_loss: 0.0312127 | Time: 1738.75 ms
[2021-03-09 15:55:16 main:574] : INFO : Epoch 1732 | loss: 0.0312059 | val_loss: 0.0312119 | Time: 1825.2 ms
[2021-03-09 15:55:18 main:574] : INFO : Epoch 1733 | loss: 0.0312053 | val_loss: 0.0312109 | Time: 1436.28 ms
[2021-03-09 15:55:20 main:574] : INFO : Epoch 1734 | loss: 0.0312063 | val_loss: 0.0312103 | Time: 1681.71 ms
[2021-03-09 15:55:21 main:574] : INFO : Epoch 1735 | loss: 0.0312063 | val_loss: 0.0312109 | Time: 1840.79 ms
[2021-03-09 15:55:23 main:574] : INFO : Epoch 1736 | loss: 0.0312065 | val_loss: 0.0312149 | Time: 1770.82 ms
[2021-03-09 15:55:25 main:574] : INFO : Epoch 1737 | loss: 0.0312091 | val_loss: 0.0312139 | Time: 1765.04 ms
[2021-03-09 15:55:27 main:574] : INFO : Epoch 1738 | loss: 0.0312042 | val_loss: 0.0312128 | Time: 1819.36 ms
[2021-03-09 15:55:28 main:574] : INFO : Epoch 1739 | loss: 0.0312055 | val_loss: 0.0312114 | Time: 1424.89 ms
[2021-03-09 15:55:30 main:574] : INFO : Epoch 1740 | loss: 0.0312064 | val_loss: 0.0312168 | Time: 1799.25 ms
[2021-03-09 15:55:32 main:574] : INFO : Epoch 1741 | loss: 0.0312066 | val_loss: 0.0312134 | Time: 1797.51 ms
[2021-03-09 15:55:34 main:574] : INFO : Epoch 1742 | loss: 0.0312052 | val_loss: 0.0312126 | Time: 1744.96 ms
[2021-03-09 15:55:35 main:574] : INFO : Epoch 1743 | loss: 0.0312058 | val_loss: 0.0312104 | Time: 1807.96 ms
[2021-03-09 15:55:37 main:574] : INFO : Epoch 1744 | loss: 0.0312065 | val_loss: 0.0312115 | Time: 1645.96 ms
[2021-03-09 15:55:38 main:574] : INFO : Epoch 1745 | loss: 0.0312047 | val_loss: 0.0312119 | Time: 1439.41 ms
[2021-03-09 15:55:40 main:574] : INFO : Epoch 1746 | loss: 0.0312055 | val_loss: 0.0312138 | Time: 1809.34 ms
[2021-03-09 15:55:42 main:574] : INFO : Epoch 1747 | loss: 0.0312061 | val_loss: 0.0312112 | Time: 1640.16 ms
[2021-03-09 15:55:44 main:574] : INFO : Epoch 1748 | loss: 0.0312051 | val_loss: 0.0312102 | Time: 1780.79 ms
[2021-03-09 15:55:46 main:574] : INFO : Epoch 1749 | loss: 0.0312034 | val_loss: 0.0312097 | Time: 1769.71 ms
[2021-03-09 15:55:47 main:574] : INFO : Epoch 1750 | loss: 0.0312043 | val_loss: 0.0312099 | Time: 1668.16 ms
[2021-03-09 15:55:49 main:574] : INFO : Epoch 1751 | loss: 0.0312061 | val_loss: 0.031212 | Time: 1521.81 ms
[2021-03-09 15:55:50 main:574] : INFO : Epoch 1752 | loss: 0.0312138 | val_loss: 0.0312318 | Time: 1770.5 ms
[2021-03-09 15:55:52 main:574] : INFO : Epoch 1753 | loss: 0.0312187 | val_loss: 0.0312139 | Time: 1763 ms
[2021-03-09 15:55:54 main:574] : INFO : Epoch 1754 | loss: 0.0312099 | val_loss: 0.0312136 | Time: 1795.09 ms
[2021-03-09 15:55:56 main:574] : INFO : Epoch 1755 | loss: 0.0312104 | val_loss: 0.0312138 | Time: 1804.5 ms
[2021-03-09 15:55:57 main:574] : INFO : Epoch 1756 | loss: 0.0312089 | val_loss: 0.0312147 | Time: 1541.49 ms
[2021-03-09 15:55:59 main:574] : INFO : Epoch 1757 | loss: 0.0312084 | val_loss: 0.0312097 | Time: 1583.43 ms
[2021-03-09 15:56:01 main:574] : INFO : Epoch 1758 | loss: 0.0312054 | val_loss: 0.0312086 | Time: 1764.67 ms
[2021-03-09 15:56:03 main:574] : INFO : Epoch 1759 | loss: 0.0312044 | val_loss: 0.0312095 | Time: 1751.8 ms
[2021-03-09 15:56:04 main:574] : INFO : Epoch 1760 | loss: 0.0312048 | val_loss: 0.0312102 | Time: 1790.07 ms
[2021-03-09 15:56:06 main:574] : INFO : Epoch 1761 | loss: 0.0312037 | val_loss: 0.0312093 | Time: 1817.53 ms
[2021-03-09 15:56:08 main:574] : INFO : Epoch 1762 | loss: 0.0312034 | val_loss: 0.0312099 | Time: 1519.9 ms
[2021-03-09 15:56:09 main:574] : INFO : Epoch 1763 | loss: 0.0312057 | val_loss: 0.0312089 | Time: 1727.34 ms
[2021-03-09 15:56:11 main:574] : INFO : Epoch 1764 | loss: 0.0312074 | val_loss: 0.031213 | Time: 1843.06 ms
[2021-03-09 15:56:13 main:574] : INFO : Epoch 1765 | loss: 0.031211 | val_loss: 0.0312104 | Time: 1718.37 ms
[2021-03-09 15:56:15 main:574] : INFO : Epoch 1766 | loss: 0.031204 | val_loss: 0.0312088 | Time: 1759.63 ms
[2021-03-09 15:56:17 main:574] : INFO : Epoch 1767 | loss: 0.0312071 | val_loss: 0.0312183 | Time: 1719.76 ms
[2021-03-09 15:56:18 main:574] : INFO : Epoch 1768 | loss: 0.0312068 | val_loss: 0.0312148 | Time: 1417.37 ms
[2021-03-09 15:56:20 main:574] : INFO : Epoch 1769 | loss: 0.0312037 | val_loss: 0.0312102 | Time: 1723.52 ms
[2021-03-09 15:56:22 main:574] : INFO : Epoch 1770 | loss: 0.0312031 | val_loss: 0.0312098 | Time: 1817.99 ms
[2021-03-09 15:56:23 main:574] : INFO : Epoch 1771 | loss: 0.0312024 | val_loss: 0.0312089 | Time: 1725.86 ms
[2021-03-09 15:56:25 main:574] : INFO : Epoch 1772 | loss: 0.0312036 | val_loss: 0.0312105 | Time: 1755.3 ms
[2021-03-09 15:56:27 main:574] : INFO : Epoch 1773 | loss: 0.031203 | val_loss: 0.0312094 | Time: 1759.57 ms
[2021-03-09 15:56:28 main:574] : INFO : Epoch 1774 | loss: 0.031204 | val_loss: 0.0312096 | Time: 1471.16 ms
[2021-03-09 15:56:30 main:574] : INFO : Epoch 1775 | loss: 0.0312019 | val_loss: 0.0312082 | Time: 1801.63 ms
[2021-03-09 15:56:32 main:574] : INFO : Epoch 1776 | loss: 0.0312058 | val_loss: 0.0312085 | Time: 1841.7 ms
[2021-03-09 15:56:34 main:574] : INFO : Epoch 1777 | loss: 0.0312027 | val_loss: 0.0312125 | Time: 1766.34 ms
[2021-03-09 15:56:35 main:574] : INFO : Epoch 1778 | loss: 0.0312038 | val_loss: 0.0312099 | Time: 1789.28 ms
[2021-03-09 15:56:37 main:574] : INFO : Epoch 1779 | loss: 0.0312045 | val_loss: 0.0312092 | Time: 1681.19 ms
[2021-03-09 15:56:39 main:574] : INFO : Epoch 1780 | loss: 0.0312098 | val_loss: 0.0312163 | Time: 1475.48 ms
[2021-03-09 15:56:40 main:574] : INFO : Epoch 1781 | loss: 0.0312053 | val_loss: 0.0312186 | Time: 1683.46 ms
[2021-03-09 15:56:42 main:574] : INFO : Epoch 1782 | loss: 0.0312061 | val_loss: 0.0312158 | Time: 1686.95 ms
[2021-03-09 15:56:44 main:574] : INFO : Epoch 1783 | loss: 0.0312047 | val_loss: 0.0312096 | Time: 1768.07 ms
[2021-03-09 15:56:45 main:574] : INFO : Epoch 1784 | loss: 0.0312032 | val_loss: 0.0312125 | Time: 1614.08 ms
[2021-03-09 15:56:47 main:574] : INFO : Epoch 1785 | loss: 0.0312032 | val_loss: 0.0312099 | Time: 1699.78 ms
[2021-03-09 15:56:49 main:574] : INFO : Epoch 1786 | loss: 0.0312017 | val_loss: 0.0312108 | Time: 1459.9 ms
[2021-03-09 15:56:50 main:574] : INFO : Epoch 1787 | loss: 0.031203 | val_loss: 0.0312094 | Time: 1747.7 ms
[2021-03-09 15:56:52 main:574] : INFO : Epoch 1788 | loss: 0.0312007 | val_loss: 0.0312112 | Time: 1755.15 ms
[2021-03-09 15:56:54 main:574] : INFO : Epoch 1789 | loss: 0.0312015 | val_loss: 0.0312088 | Time: 1765.43 ms
[2021-03-09 15:56:56 main:574] : INFO : Epoch 1790 | loss: 0.0312021 | val_loss: 0.0312084 | Time: 1748.54 ms
[2021-03-09 15:56:57 main:574] : INFO : Epoch 1791 | loss: 0.0312007 | val_loss: 0.0312089 | Time: 1615.32 ms
[2021-03-09 15:56:59 main:574] : INFO : Epoch 1792 | loss: 0.0312017 | val_loss: 0.0312142 | Time: 1478.98 ms
[2021-03-09 15:57:01 main:574] : INFO : Epoch 1793 | loss: 0.0312057 | val_loss: 0.0312127 | Time: 1820.43 ms
[2021-03-09 15:57:02 main:574] : INFO : Epoch 1794 | loss: 0.0312039 | val_loss: 0.0312107 | Time: 1762.55 ms
[2021-03-09 15:57:04 main:574] : INFO : Epoch 1795 | loss: 0.0312055 | val_loss: 0.0312138 | Time: 1812.04 ms
[2021-03-09 15:57:06 main:574] : INFO : Epoch 1796 | loss: 0.0312024 | val_loss: 0.0312105 | Time: 1799.29 ms
[2021-03-09 15:57:08 main:574] : INFO : Epoch 1797 | loss: 0.0312016 | val_loss: 0.0312097 | Time: 1554.48 ms
[2021-03-09 15:57:09 main:574] : INFO : Epoch 1798 | loss: 0.0312007 | val_loss: 0.0312082 | Time: 1582.29 ms
[2021-03-09 15:57:11 main:574] : INFO : Epoch 1799 | loss: 0.0312007 | val_loss: 0.0312088 | Time: 1761.14 ms
[2021-03-09 15:57:13 main:574] : INFO : Epoch 1800 | loss: 0.0312036 | val_loss: 0.0312092 | Time: 1677.26 ms
[2021-03-09 15:57:14 main:574] : INFO : Epoch 1801 | loss: 0.0312 | val_loss: 0.0312112 | Time: 1685.22 ms
[2021-03-09 15:57:16 main:574] : INFO : Epoch 1802 | loss: 0.0312008 | val_loss: 0.0312129 | Time: 1847.92 ms
[2021-03-09 15:57:18 main:574] : INFO : Epoch 1803 | loss: 0.031202 | val_loss: 0.0312094 | Time: 1512.13 ms
[2021-03-09 15:57:19 main:574] : INFO : Epoch 1804 | loss: 0.0312012 | val_loss: 0.0312087 | Time: 1613.2 ms
[2021-03-09 15:57:21 main:574] : INFO : Epoch 1805 | loss: 0.0311996 | val_loss: 0.031209 | Time: 1735.05 ms
[2021-03-09 15:57:23 main:574] : INFO : Epoch 1806 | loss: 0.0312008 | val_loss: 0.031213 | Time: 1782.03 ms
[2021-03-09 15:57:25 main:574] : INFO : Epoch 1807 | loss: 0.0312082 | val_loss: 0.031216 | Time: 1752.89 ms
[2021-03-09 15:57:26 main:574] : INFO : Epoch 1808 | loss: 0.0312035 | val_loss: 0.0312087 | Time: 1803.87 ms
[2021-03-09 15:57:28 main:574] : INFO : Epoch 1809 | loss: 0.0311997 | val_loss: 0.0312117 | Time: 1515.85 ms
[2021-03-09 15:57:30 main:574] : INFO : Epoch 1810 | loss: 0.0312002 | val_loss: 0.0312084 | Time: 1666.62 ms
[2021-03-09 15:57:31 main:574] : INFO : Epoch 1811 | loss: 0.0311998 | val_loss: 0.0312075 | Time: 1785.9 ms
[2021-03-09 15:57:33 main:574] : INFO : Epoch 1812 | loss: 0.0312 | val_loss: 0.0312084 | Time: 1747.72 ms
[2021-03-09 15:57:35 main:574] : INFO : Epoch 1813 | loss: 0.0311994 | val_loss: 0.0312083 | Time: 1791.92 ms
[2021-03-09 15:57:37 main:574] : INFO : Epoch 1814 | loss: 0.0311996 | val_loss: 0.0312084 | Time: 1829.25 ms
[2021-03-09 15:57:38 main:574] : INFO : Epoch 1815 | loss: 0.0312011 | val_loss: 0.0312093 | Time: 1428.75 ms
[2021-03-09 15:57:40 main:574] : INFO : Epoch 1816 | loss: 0.0312004 | val_loss: 0.03121 | Time: 1661.71 ms
[2021-03-09 15:57:42 main:574] : INFO : Epoch 1817 | loss: 0.0312017 | val_loss: 0.0312094 | Time: 1791.81 ms
[2021-03-09 15:57:44 main:574] : INFO : Epoch 1818 | loss: 0.0311992 | val_loss: 0.0312086 | Time: 1787.61 ms
[2021-03-09 15:57:45 main:574] : INFO : Epoch 1819 | loss: 0.0311989 | val_loss: 0.0312096 | Time: 1773.3 ms
[2021-03-09 15:57:47 main:574] : INFO : Epoch 1820 | loss: 0.0312009 | val_loss: 0.0312099 | Time: 1733.88 ms
[2021-03-09 15:57:48 main:574] : INFO : Epoch 1821 | loss: 0.0312003 | val_loss: 0.031208 | Time: 1412.18 ms
[2021-03-09 15:57:50 main:574] : INFO : Epoch 1822 | loss: 0.0312037 | val_loss: 0.0312077 | Time: 1749.83 ms
[2021-03-09 15:57:52 main:574] : INFO : Epoch 1823 | loss: 0.0312025 | val_loss: 0.0312091 | Time: 1756.6 ms
[2021-03-09 15:57:54 main:574] : INFO : Epoch 1824 | loss: 0.0311999 | val_loss: 0.031211 | Time: 1865.73 ms
[2021-03-09 15:57:56 main:574] : INFO : Epoch 1825 | loss: 0.0312006 | val_loss: 0.0312125 | Time: 1809.43 ms
[2021-03-09 15:57:57 main:574] : INFO : Epoch 1826 | loss: 0.0312016 | val_loss: 0.0312102 | Time: 1705.76 ms
[2021-03-09 15:57:59 main:574] : INFO : Epoch 1827 | loss: 0.0312038 | val_loss: 0.0312085 | Time: 1431.44 ms
[2021-03-09 15:58:01 main:574] : INFO : Epoch 1828 | loss: 0.0312009 | val_loss: 0.0312066 | Time: 1829.22 ms
[2021-03-09 15:58:02 main:574] : INFO : Epoch 1829 | loss: 0.0312015 | val_loss: 0.031209 | Time: 1777.59 ms
[2021-03-09 15:58:04 main:574] : INFO : Epoch 1830 | loss: 0.0312012 | val_loss: 0.0312081 | Time: 1702.55 ms
[2021-03-09 15:58:06 main:574] : INFO : Epoch 1831 | loss: 0.0311993 | val_loss: 0.0312078 | Time: 1768.63 ms
[2021-03-09 15:58:08 main:574] : INFO : Epoch 1832 | loss: 0.0311988 | val_loss: 0.0312102 | Time: 1587.44 ms
[2021-03-09 15:58:09 main:574] : INFO : Epoch 1833 | loss: 0.0312008 | val_loss: 0.0312081 | Time: 1506.6 ms
[2021-03-09 15:58:11 main:574] : INFO : Epoch 1834 | loss: 0.0311987 | val_loss: 0.0312086 | Time: 1792.32 ms
[2021-03-09 15:58:13 main:574] : INFO : Epoch 1835 | loss: 0.0311998 | val_loss: 0.0312086 | Time: 1811.46 ms
[2021-03-09 15:58:14 main:574] : INFO : Epoch 1836 | loss: 0.0311984 | val_loss: 0.031209 | Time: 1782.18 ms
[2021-03-09 15:58:16 main:574] : INFO : Epoch 1837 | loss: 0.031198 | val_loss: 0.0312093 | Time: 1697.44 ms
[2021-03-09 15:58:18 main:574] : INFO : Epoch 1838 | loss: 0.0311992 | val_loss: 0.0312068 | Time: 1589.43 ms
[2021-03-09 15:58:19 main:574] : INFO : Epoch 1839 | loss: 0.0311977 | val_loss: 0.0312069 | Time: 1582.08 ms
[2021-03-09 15:58:21 main:574] : INFO : Epoch 1840 | loss: 0.0311985 | val_loss: 0.0312091 | Time: 1738.26 ms
[2021-03-09 15:58:23 main:574] : INFO : Epoch 1841 | loss: 0.0311987 | val_loss: 0.0312071 | Time: 1811.78 ms
[2021-03-09 15:58:25 main:574] : INFO : Epoch 1842 | loss: 0.0311984 | val_loss: 0.0312088 | Time: 1727.79 ms
[2021-03-09 15:58:26 main:574] : INFO : Epoch 1843 | loss: 0.0312026 | val_loss: 0.0312174 | Time: 1810.08 ms
[2021-03-09 15:58:28 main:574] : INFO : Epoch 1844 | loss: 0.0312053 | val_loss: 0.0312232 | Time: 1512.28 ms
[2021-03-09 15:58:30 main:574] : INFO : Epoch 1845 | loss: 0.0312041 | val_loss: 0.0312081 | Time: 1653.58 ms
[2021-03-09 15:58:32 main:574] : INFO : Epoch 1846 | loss: 0.0311992 | val_loss: 0.0312117 | Time: 1849.92 ms
[2021-03-09 15:58:33 main:574] : INFO : Epoch 1847 | loss: 0.0312005 | val_loss: 0.0312071 | Time: 1787.95 ms
[2021-03-09 15:58:35 main:574] : INFO : Epoch 1848 | loss: 0.0311982 | val_loss: 0.0312094 | Time: 1785.87 ms
[2021-03-09 15:58:37 main:574] : INFO : Epoch 1849 | loss: 0.0311998 | val_loss: 0.0312072 | Time: 1824.06 ms
[2021-03-09 15:58:38 main:574] : INFO : Epoch 1850 | loss: 0.0311966 | val_loss: 0.0312066 | Time: 1446.12 ms
[2021-03-09 15:58:40 main:574] : INFO : Epoch 1851 | loss: 0.0312002 | val_loss: 0.0312077 | Time: 1693.42 ms
[2021-03-09 15:58:42 main:574] : INFO : Epoch 1852 | loss: 0.0311987 | val_loss: 0.0312112 | Time: 1668.69 ms
[2021-03-09 15:58:44 main:574] : INFO : Epoch 1853 | loss: 0.0311993 | val_loss: 0.0312125 | Time: 1776.72 ms
[2021-03-09 15:58:45 main:574] : INFO : Epoch 1854 | loss: 0.0311977 | val_loss: 0.0312067 | Time: 1777.86 ms
[2021-03-09 15:58:47 main:574] : INFO : Epoch 1855 | loss: 0.0311984 | val_loss: 0.031212 | Time: 1753.02 ms
[2021-03-09 15:58:49 main:574] : INFO : Epoch 1856 | loss: 0.0311989 | val_loss: 0.0312089 | Time: 1404.77 ms
[2021-03-09 15:58:50 main:574] : INFO : Epoch 1857 | loss: 0.0311976 | val_loss: 0.0312072 | Time: 1755.3 ms
[2021-03-09 15:58:52 main:574] : INFO : Epoch 1858 | loss: 0.0311989 | val_loss: 0.0312118 | Time: 1834.27 ms
[2021-03-09 15:58:54 main:574] : INFO : Epoch 1859 | loss: 0.0311987 | val_loss: 0.0312111 | Time: 1733.67 ms
[2021-03-09 15:58:56 main:574] : INFO : Epoch 1860 | loss: 0.0311982 | val_loss: 0.0312072 | Time: 1744.02 ms
[2021-03-09 15:58:57 main:574] : INFO : Epoch 1861 | loss: 0.0311985 | val_loss: 0.0312069 | Time: 1693.48 ms
[2021-03-09 15:58:59 main:574] : INFO : Epoch 1862 | loss: 0.0311988 | val_loss: 0.0312065 | Time: 1393.28 ms
[2021-03-09 15:59:01 main:574] : INFO : Epoch 1863 | loss: 0.0312008 | val_loss: 0.031208 | Time: 1807.98 ms
[2021-03-09 15:59:02 main:574] : INFO : Epoch 1864 | loss: 0.0312008 | val_loss: 0.0312284 | Time: 1781.32 ms
[2021-03-09 15:59:04 main:574] : INFO : Epoch 1865 | loss: 0.0312405 | val_loss: 0.0312533 | Time: 1730.98 ms
[2021-03-09 15:59:06 main:574] : INFO : Epoch 1866 | loss: 0.0313048 | val_loss: 0.0312587 | Time: 1758.47 ms
[2021-03-09 15:59:08 main:574] : INFO : Epoch 1867 | loss: 0.033184 | val_loss: 0.0334386 | Time: 1650.69 ms
[2021-03-09 15:59:09 main:574] : INFO : Epoch 1868 | loss: 0.0322258 | val_loss: 0.0327221 | Time: 1466.71 ms
[2021-03-09 15:59:11 main:574] : INFO : Epoch 1869 | loss: 0.0316292 | val_loss: 0.031342 | Time: 1848.84 ms
[2021-03-09 15:59:13 main:574] : INFO : Epoch 1870 | loss: 0.0312966 | val_loss: 0.031263 | Time: 1841.18 ms
[2021-03-09 15:59:14 main:574] : INFO : Epoch 1871 | loss: 0.0312601 | val_loss: 0.0312546 | Time: 1759.63 ms
[2021-03-09 15:59:16 main:574] : INFO : Epoch 1872 | loss: 0.0312527 | val_loss: 0.031252 | Time: 1817.24 ms
[2021-03-09 15:59:18 main:574] : INFO : Epoch 1873 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1571.47 ms
[2021-03-09 15:59:20 main:574] : INFO : Epoch 1874 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1628.89 ms
[2021-03-09 15:59:21 main:574] : INFO : Epoch 1875 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1787.32 ms
[2021-03-09 15:59:23 main:574] : INFO : Epoch 1876 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1759.1 ms
[2021-03-09 15:59:25 main:574] : INFO : Epoch 1877 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1783.92 ms
[2021-03-09 15:59:27 main:574] : INFO : Epoch 1878 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1793.56 ms
[2021-03-09 15:59:28 main:574] : INFO : Epoch 1879 | loss: 0.0312511 | val_loss: 0.0312495 | Time: 1479.13 ms
[2021-03-09 15:59:30 main:574] : INFO : Epoch 1880 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1627.88 ms
[2021-03-09 15:59:32 main:574] : INFO : Epoch 1881 | loss: 0.0312507 | val_loss: 0.0312493 | Time: 1828.59 ms
[2021-03-09 15:59:33 main:574] : INFO : Epoch 1882 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1718.22 ms
[2021-03-09 15:59:35 main:574] : INFO : Epoch 1883 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1795.95 ms
[2021-03-09 15:59:37 main:574] : INFO : Epoch 1884 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1785.79 ms
[2021-03-09 15:59:38 main:574] : INFO : Epoch 1885 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1446.55 ms
[2021-03-09 15:59:40 main:574] : INFO : Epoch 1886 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1653.23 ms
[2021-03-09 15:59:42 main:574] : INFO : Epoch 1887 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1807.68 ms
[2021-03-09 15:59:44 main:574] : INFO : Epoch 1888 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1725.68 ms
[2021-03-09 15:59:45 main:574] : INFO : Epoch 1889 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1748.38 ms
[2021-03-09 15:59:47 main:574] : INFO : Epoch 1890 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1726.11 ms
[2021-03-09 15:59:49 main:574] : INFO : Epoch 1891 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1446.78 ms
[2021-03-09 15:59:50 main:574] : INFO : Epoch 1892 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1680.41 ms
[2021-03-09 15:59:52 main:574] : INFO : Epoch 1893 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1776.25 ms
[2021-03-09 15:59:54 main:574] : INFO : Epoch 1894 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1723.72 ms
[2021-03-09 15:59:56 main:574] : INFO : Epoch 1895 | loss: 0.031248 | val_loss: 0.0312481 | Time: 1788.72 ms
[2021-03-09 15:59:57 main:574] : INFO : Epoch 1896 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1743.02 ms
[2021-03-09 15:59:59 main:574] : INFO : Epoch 1897 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 1428.91 ms
[2021-03-09 16:00:01 main:574] : INFO : Epoch 1898 | loss: 0.0312482 | val_loss: 0.0312499 | Time: 1738.02 ms
[2021-03-09 16:00:02 main:574] : INFO : Epoch 1899 | loss: 0.0312484 | val_loss: 0.031247 | Time: 1820.23 ms
[2021-03-09 16:00:04 main:574] : INFO : Epoch 1900 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 1779.9 ms
[2021-03-09 16:00:06 main:574] : INFO : Epoch 1901 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 1824.24 ms
[2021-03-09 16:00:08 main:574] : INFO : Epoch 1902 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 1662.34 ms
[2021-03-09 16:00:09 main:574] : INFO : Epoch 1903 | loss: 0.031247 | val_loss: 0.031247 | Time: 1451.51 ms
[2021-03-09 16:00:11 main:574] : INFO : Epoch 1904 | loss: 0.0312469 | val_loss: 0.031246 | Time: 1768.06 ms
[2021-03-09 16:00:13 main:574] : INFO : Epoch 1905 | loss: 0.0312487 | val_loss: 0.0312473 | Time: 1755.16 ms
[2021-03-09 16:00:14 main:574] : INFO : Epoch 1906 | loss: 0.031247 | val_loss: 0.0312477 | Time: 1776 ms
[2021-03-09 16:00:16 main:574] : INFO : Epoch 1907 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 1798.52 ms
[2021-03-09 16:00:18 main:574] : INFO : Epoch 1908 | loss: 0.0312508 | val_loss: 0.0312493 | Time: 1612.52 ms
[2021-03-09 16:00:19 main:574] : INFO : Epoch 1909 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 1549.76 ms
[2021-03-09 16:00:21 main:574] : INFO : Epoch 1910 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 1769.99 ms
[2021-03-09 16:00:23 main:574] : INFO : Epoch 1911 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 1737.65 ms
[2021-03-09 16:00:25 main:574] : INFO : Epoch 1912 | loss: 0.0312439 | val_loss: 0.0312433 | Time: 1751.72 ms
[2021-03-09 16:00:26 main:574] : INFO : Epoch 1913 | loss: 0.0312445 | val_loss: 0.0312438 | Time: 1758.41 ms
[2021-03-09 16:00:28 main:574] : INFO : Epoch 1914 | loss: 0.0312495 | val_loss: 0.0312532 | Time: 1586.93 ms
[2021-03-09 16:00:30 main:574] : INFO : Epoch 1915 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 1575.41 ms
[2021-03-09 16:00:31 main:574] : INFO : Epoch 1916 | loss: 0.0312452 | val_loss: 0.0312432 | Time: 1789.94 ms
[2021-03-09 16:00:33 main:574] : INFO : Epoch 1917 | loss: 0.0312443 | val_loss: 0.0312436 | Time: 1836.1 ms
[2021-03-09 16:00:35 main:574] : INFO : Epoch 1918 | loss: 0.0312427 | val_loss: 0.0312441 | Time: 1867.88 ms
[2021-03-09 16:00:37 main:574] : INFO : Epoch 1919 | loss: 0.0312418 | val_loss: 0.0312417 | Time: 1781.65 ms
[2021-03-09 16:00:38 main:574] : INFO : Epoch 1920 | loss: 0.0312406 | val_loss: 0.0312377 | Time: 1496.62 ms
[2021-03-09 16:00:40 main:574] : INFO : Epoch 1921 | loss: 0.0312389 | val_loss: 0.0312397 | Time: 1708.99 ms
[2021-03-09 16:00:42 main:574] : INFO : Epoch 1922 | loss: 0.0312378 | val_loss: 0.0312485 | Time: 1750.35 ms
[2021-03-09 16:00:44 main:574] : INFO : Epoch 1923 | loss: 0.0312409 | val_loss: 0.0312351 | Time: 1763.57 ms
[2021-03-09 16:00:45 main:574] : INFO : Epoch 1924 | loss: 0.0312365 | val_loss: 0.0312366 | Time: 1791.62 ms
[2021-03-09 16:00:47 main:574] : INFO : Epoch 1925 | loss: 0.0312383 | val_loss: 0.0312417 | Time: 1769.87 ms
[2021-03-09 16:00:49 main:574] : INFO : Epoch 1926 | loss: 0.0312343 | val_loss: 0.0312409 | Time: 1435.31 ms
[2021-03-09 16:00:50 main:574] : INFO : Epoch 1927 | loss: 0.0312356 | val_loss: 0.0312309 | Time: 1674.74 ms
[2021-03-09 16:00:52 main:574] : INFO : Epoch 1928 | loss: 0.0312314 | val_loss: 0.0312287 | Time: 1798.25 ms
[2021-03-09 16:00:54 main:574] : INFO : Epoch 1929 | loss: 0.0312325 | val_loss: 0.0312279 | Time: 1700.42 ms
[2021-03-09 16:00:56 main:574] : INFO : Epoch 1930 | loss: 0.0312425 | val_loss: 0.0312524 | Time: 1749.65 ms
[2021-03-09 16:00:57 main:574] : INFO : Epoch 1931 | loss: 0.0312341 | val_loss: 0.0312319 | Time: 1725.56 ms
[2021-03-09 16:00:59 main:574] : INFO : Epoch 1932 | loss: 0.0312313 | val_loss: 0.0312361 | Time: 1445.5 ms
[2021-03-09 16:01:01 main:574] : INFO : Epoch 1933 | loss: 0.0312333 | val_loss: 0.0312277 | Time: 1742 ms
[2021-03-09 16:01:02 main:574] : INFO : Epoch 1934 | loss: 0.0312307 | val_loss: 0.0312271 | Time: 1763.56 ms
[2021-03-09 16:01:04 main:574] : INFO : Epoch 1935 | loss: 0.0312324 | val_loss: 0.0312295 | Time: 1802.34 ms
[2021-03-09 16:01:06 main:574] : INFO : Epoch 1936 | loss: 0.0312307 | val_loss: 0.0312265 | Time: 1787.8 ms
[2021-03-09 16:01:08 main:574] : INFO : Epoch 1937 | loss: 0.0312278 | val_loss: 0.0312275 | Time: 1694.61 ms
[2021-03-09 16:01:09 main:574] : INFO : Epoch 1938 | loss: 0.0312312 | val_loss: 0.0312447 | Time: 1468.01 ms
[2021-03-09 16:01:11 main:574] : INFO : Epoch 1939 | loss: 0.031232 | val_loss: 0.0312269 | Time: 1747.71 ms
[2021-03-09 16:01:13 main:574] : INFO : Epoch 1940 | loss: 0.0312263 | val_loss: 0.031225 | Time: 1791.65 ms
[2021-03-09 16:01:15 main:574] : INFO : Epoch 1941 | loss: 0.0312275 | val_loss: 0.031232 | Time: 1788.79 ms
[2021-03-09 16:01:16 main:574] : INFO : Epoch 1942 | loss: 0.0312279 | val_loss: 0.0312251 | Time: 1770.43 ms
[2021-03-09 16:01:18 main:574] : INFO : Epoch 1943 | loss: 0.0312266 | val_loss: 0.0312266 | Time: 1670.42 ms
[2021-03-09 16:01:19 main:574] : INFO : Epoch 1944 | loss: 0.0312278 | val_loss: 0.0312316 | Time: 1490.01 ms
[2021-03-09 16:01:21 main:574] : INFO : Epoch 1945 | loss: 0.0312281 | val_loss: 0.0312257 | Time: 1759.05 ms
[2021-03-09 16:01:23 main:574] : INFO : Epoch 1946 | loss: 0.0312261 | val_loss: 0.0312256 | Time: 1708.57 ms
[2021-03-09 16:01:25 main:574] : INFO : Epoch 1947 | loss: 0.0312269 | val_loss: 0.0312305 | Time: 1736.16 ms
[2021-03-09 16:01:27 main:574] : INFO : Epoch 1948 | loss: 0.0312296 | val_loss: 0.031225 | Time: 1774.63 ms
[2021-03-09 16:01:28 main:574] : INFO : Epoch 1949 | loss: 0.0312263 | val_loss: 0.0312303 | Time: 1557.04 ms
[2021-03-09 16:01:30 main:574] : INFO : Epoch 1950 | loss: 0.0312267 | val_loss: 0.0312275 | Time: 1577.42 ms
[2021-03-09 16:01:31 main:574] : INFO : Epoch 1951 | loss: 0.0312254 | val_loss: 0.0312252 | Time: 1694.69 ms
[2021-03-09 16:01:33 main:574] : INFO : Epoch 1952 | loss: 0.0312262 | val_loss: 0.0312237 | Time: 1703.75 ms
[2021-03-09 16:01:35 main:574] : INFO : Epoch 1953 | loss: 0.0312254 | val_loss: 0.0312258 | Time: 1747.23 ms
[2021-03-09 16:01:37 main:574] : INFO : Epoch 1954 | loss: 0.0312273 | val_loss: 0.0312245 | Time: 1810.08 ms
[2021-03-09 16:01:38 main:574] : INFO : Epoch 1955 | loss: 0.0312256 | val_loss: 0.0312296 | Time: 1541.9 ms
[2021-03-09 16:01:40 main:574] : INFO : Epoch 1956 | loss: 0.0312265 | val_loss: 0.0312383 | Time: 1576.56 ms
[2021-03-09 16:01:42 main:574] : INFO : Epoch 1957 | loss: 0.0312319 | val_loss: 0.0312262 | Time: 1767.43 ms
[2021-03-09 16:01:43 main:574] : INFO : Epoch 1958 | loss: 0.0312271 | val_loss: 0.0312292 | Time: 1712.48 ms
[2021-03-09 16:01:45 main:574] : INFO : Epoch 1959 | loss: 0.0312243 | val_loss: 0.0312291 | Time: 1649.43 ms
[2021-03-09 16:01:47 main:574] : INFO : Epoch 1960 | loss: 0.0312282 | val_loss: 0.0312375 | Time: 1728.95 ms
[2021-03-09 16:01:48 main:574] : INFO : Epoch 1961 | loss: 0.0312324 | val_loss: 0.0312366 | Time: 1527.67 ms
[2021-03-09 16:01:50 main:574] : INFO : Epoch 1962 | loss: 0.0312287 | val_loss: 0.0312249 | Time: 1577.24 ms
[2021-03-09 16:01:52 main:574] : INFO : Epoch 1963 | loss: 0.0312246 | val_loss: 0.031225 | Time: 1755.99 ms
[2021-03-09 16:01:53 main:574] : INFO : Epoch 1964 | loss: 0.0312237 | val_loss: 0.0312328 | Time: 1737 ms
[2021-03-09 16:01:55 main:574] : INFO : Epoch 1965 | loss: 0.0312289 | val_loss: 0.0312256 | Time: 1803.85 ms
[2021-03-09 16:01:57 main:574] : INFO : Epoch 1966 | loss: 0.0312251 | val_loss: 0.0312266 | Time: 1786.25 ms
[2021-03-09 16:01:58 main:574] : INFO : Epoch 1967 | loss: 0.031229 | val_loss: 0.0312356 | Time: 1502.73 ms
[2021-03-09 16:02:00 main:574] : INFO : Epoch 1968 | loss: 0.0312255 | val_loss: 0.0312247 | Time: 1633.31 ms
[2021-03-09 16:02:02 main:574] : INFO : Epoch 1969 | loss: 0.0312241 | val_loss: 0.0312247 | Time: 1720.66 ms
[2021-03-09 16:02:04 main:574] : INFO : Epoch 1970 | loss: 0.0312267 | val_loss: 0.0312237 | Time: 1793.24 ms
[2021-03-09 16:02:05 main:574] : INFO : Epoch 1971 | loss: 0.0312244 | val_loss: 0.0312254 | Time: 1828.57 ms
[2021-03-09 16:02:07 main:574] : INFO : Epoch 1972 | loss: 0.0312273 | val_loss: 0.0312247 | Time: 1839.45 ms
[2021-03-09 16:02:09 main:574] : INFO : Epoch 1973 | loss: 0.0312261 | val_loss: 0.0312238 | Time: 1443.92 ms
[2021-03-09 16:02:10 main:574] : INFO : Epoch 1974 | loss: 0.0312238 | val_loss: 0.031224 | Time: 1667.39 ms
[2021-03-09 16:02:12 main:574] : INFO : Epoch 1975 | loss: 0.0312231 | val_loss: 0.0312305 | Time: 1747.05 ms
[2021-03-09 16:02:14 main:574] : INFO : Epoch 1976 | loss: 0.0312276 | val_loss: 0.0312231 | Time: 1757.88 ms
[2021-03-09 16:02:16 main:574] : INFO : Epoch 1977 | loss: 0.0312229 | val_loss: 0.0312268 | Time: 1819.94 ms
[2021-03-09 16:02:18 main:574] : INFO : Epoch 1978 | loss: 0.0312233 | val_loss: 0.0312224 | Time: 1800.73 ms
[2021-03-09 16:02:19 main:574] : INFO : Epoch 1979 | loss: 0.0312213 | val_loss: 0.0312224 | Time: 1462.37 ms
[2021-03-09 16:02:21 main:574] : INFO : Epoch 1980 | loss: 0.031223 | val_loss: 0.0312228 | Time: 1773.83 ms
[2021-03-09 16:02:23 main:574] : INFO : Epoch 1981 | loss: 0.0312217 | val_loss: 0.0312221 | Time: 1746.04 ms
[2021-03-09 16:02:24 main:574] : INFO : Epoch 1982 | loss: 0.0312237 | val_loss: 0.0312455 | Time: 1743.28 ms
[2021-03-09 16:02:26 main:574] : INFO : Epoch 1983 | loss: 0.0312289 | val_loss: 0.0312236 | Time: 1755.67 ms
[2021-03-09 16:02:28 main:574] : INFO : Epoch 1984 | loss: 0.0312219 | val_loss: 0.0312235 | Time: 1756.55 ms
[2021-03-09 16:02:29 main:574] : INFO : Epoch 1985 | loss: 0.0312225 | val_loss: 0.0312266 | Time: 1411.78 ms
[2021-03-09 16:02:31 main:574] : INFO : Epoch 1986 | loss: 0.0312239 | val_loss: 0.0312233 | Time: 1764.74 ms
[2021-03-09 16:02:33 main:574] : INFO : Epoch 1987 | loss: 0.0312246 | val_loss: 0.0312251 | Time: 1742.12 ms
[2021-03-09 16:02:35 main:574] : INFO : Epoch 1988 | loss: 0.0312231 | val_loss: 0.0312233 | Time: 1824.12 ms
[2021-03-09 16:02:36 main:574] : INFO : Epoch 1989 | loss: 0.0312222 | val_loss: 0.0312223 | Time: 1781.38 ms
[2021-03-09 16:02:38 main:574] : INFO : Epoch 1990 | loss: 0.0312232 | val_loss: 0.0312254 | Time: 1675.4 ms
[2021-03-09 16:02:40 main:574] : INFO : Epoch 1991 | loss: 0.0312214 | val_loss: 0.0312248 | Time: 1518.88 ms
[2021-03-09 16:02:41 main:574] : INFO : Epoch 1992 | loss: 0.0312214 | val_loss: 0.0312223 | Time: 1852.16 ms
[2021-03-09 16:02:43 main:574] : INFO : Epoch 1993 | loss: 0.0312217 | val_loss: 0.0312242 | Time: 1842.17 ms
[2021-03-09 16:02:45 main:574] : INFO : Epoch 1994 | loss: 0.0312244 | val_loss: 0.0312219 | Time: 1824.03 ms
[2021-03-09 16:02:47 main:574] : INFO : Epoch 1995 | loss: 0.0312259 | val_loss: 0.0312239 | Time: 1740.61 ms
[2021-03-09 16:02:49 main:574] : INFO : Epoch 1996 | loss: 0.0312216 | val_loss: 0.0312217 | Time: 1585.55 ms
[2021-03-09 16:02:50 main:574] : INFO : Epoch 1997 | loss: 0.0312223 | val_loss: 0.0312215 | Time: 1584.68 ms
[2021-03-09 16:02:52 main:574] : INFO : Epoch 1998 | loss: 0.0312231 | val_loss: 0.0312251 | Time: 1759.21 ms
[2021-03-09 16:02:54 main:574] : INFO : Epoch 1999 | loss: 0.0312254 | val_loss: 0.0312247 | Time: 1762.18 ms
[2021-03-09 16:02:55 main:574] : INFO : Epoch 2000 | loss: 0.0312225 | val_loss: 0.031222 | Time: 1823.56 ms
[2021-03-09 16:02:57 main:574] : INFO : Epoch 2001 | loss: 0.0312238 | val_loss: 0.0312316 | Time: 1769.56 ms
[2021-03-09 16:02:59 main:574] : INFO : Epoch 2002 | loss: 0.0312287 | val_loss: 0.0312252 | Time: 1518.7 ms
[2021-03-09 16:03:01 main:574] : INFO : Epoch 2003 | loss: 0.0312208 | val_loss: 0.0312241 | Time: 1703.54 ms
[2021-03-09 16:03:02 main:574] : INFO : Epoch 2004 | loss: 0.0312235 | val_loss: 0.0312271 | Time: 1775.38 ms
[2021-03-09 16:03:04 main:574] : INFO : Epoch 2005 | loss: 0.0312256 | val_loss: 0.0312264 | Time: 1741.91 ms
[2021-03-09 16:03:06 main:574] : INFO : Epoch 2006 | loss: 0.0312218 | val_loss: 0.0312268 | Time: 1728.52 ms
[2021-03-09 16:03:08 main:574] : INFO : Epoch 2007 | loss: 0.0312228 | val_loss: 0.031224 | Time: 1798.28 ms
[2021-03-09 16:03:09 main:574] : INFO : Epoch 2008 | loss: 0.0312204 | val_loss: 0.0312211 | Time: 1469.21 ms
[2021-03-09 16:03:11 main:574] : INFO : Epoch 2009 | loss: 0.0312199 | val_loss: 0.0312213 | Time: 1696.43 ms
[2021-03-09 16:03:13 main:574] : INFO : Epoch 2010 | loss: 0.031219 | val_loss: 0.0312207 | Time: 1733.43 ms
[2021-03-09 16:03:14 main:574] : INFO : Epoch 2011 | loss: 0.0312189 | val_loss: 0.0312199 | Time: 1791.91 ms
[2021-03-09 16:03:16 main:574] : INFO : Epoch 2012 | loss: 0.0312212 | val_loss: 0.0312266 | Time: 1807.56 ms
[2021-03-09 16:03:18 main:574] : INFO : Epoch 2013 | loss: 0.0312231 | val_loss: 0.0312222 | Time: 1767.73 ms
[2021-03-09 16:03:19 main:574] : INFO : Epoch 2014 | loss: 0.0312207 | val_loss: 0.0312213 | Time: 1472.69 ms
[2021-03-09 16:03:21 main:574] : INFO : Epoch 2015 | loss: 0.0312201 | val_loss: 0.0312251 | Time: 1800.41 ms
[2021-03-09 16:03:23 main:574] : INFO : Epoch 2016 | loss: 0.03122 | val_loss: 0.0312203 | Time: 1789.96 ms
[2021-03-09 16:03:25 main:574] : INFO : Epoch 2017 | loss: 0.0312182 | val_loss: 0.0312264 | Time: 1791.37 ms
[2021-03-09 16:03:27 main:574] : INFO : Epoch 2018 | loss: 0.0312285 | val_loss: 0.0312233 | Time: 1767.2 ms
[2021-03-09 16:03:28 main:574] : INFO : Epoch 2019 | loss: 0.0312194 | val_loss: 0.0312209 | Time: 1649.4 ms
[2021-03-09 16:03:30 main:574] : INFO : Epoch 2020 | loss: 0.0312188 | val_loss: 0.0312189 | Time: 1494.53 ms
[2021-03-09 16:03:32 main:574] : INFO : Epoch 2021 | loss: 0.0312173 | val_loss: 0.031219 | Time: 1796.45 ms
[2021-03-09 16:03:33 main:574] : INFO : Epoch 2022 | loss: 0.0312171 | val_loss: 0.0312185 | Time: 1730.79 ms
[2021-03-09 16:03:35 main:574] : INFO : Epoch 2023 | loss: 0.0312173 | val_loss: 0.0312196 | Time: 1841.79 ms
[2021-03-09 16:03:37 main:574] : INFO : Epoch 2024 | loss: 0.0312171 | val_loss: 0.0312199 | Time: 1760.4 ms
[2021-03-09 16:03:39 main:574] : INFO : Epoch 2025 | loss: 0.0312193 | val_loss: 0.0312211 | Time: 1611.1 ms
[2021-03-09 16:03:40 main:574] : INFO : Epoch 2026 | loss: 0.0312177 | val_loss: 0.0312185 | Time: 1553.1 ms
[2021-03-09 16:03:42 main:574] : INFO : Epoch 2027 | loss: 0.0312168 | val_loss: 0.0312203 | Time: 1786.46 ms
[2021-03-09 16:03:44 main:574] : INFO : Epoch 2028 | loss: 0.0312169 | val_loss: 0.0312204 | Time: 1781.37 ms
[2021-03-09 16:03:46 main:574] : INFO : Epoch 2029 | loss: 0.0312179 | val_loss: 0.0312197 | Time: 1827.43 ms
[2021-03-09 16:03:47 main:574] : INFO : Epoch 2030 | loss: 0.0312176 | val_loss: 0.031218 | Time: 1756.42 ms
[2021-03-09 16:03:49 main:574] : INFO : Epoch 2031 | loss: 0.031221 | val_loss: 0.0312252 | Time: 1510.65 ms
[2021-03-09 16:03:50 main:574] : INFO : Epoch 2032 | loss: 0.0312185 | val_loss: 0.0312182 | Time: 1613.66 ms
[2021-03-09 16:03:52 main:574] : INFO : Epoch 2033 | loss: 0.0312172 | val_loss: 0.0312258 | Time: 1751.21 ms
[2021-03-09 16:03:54 main:574] : INFO : Epoch 2034 | loss: 0.0312179 | val_loss: 0.0312189 | Time: 1729.89 ms
[2021-03-09 16:03:56 main:574] : INFO : Epoch 2035 | loss: 0.0312158 | val_loss: 0.0312179 | Time: 1790.44 ms
[2021-03-09 16:03:57 main:574] : INFO : Epoch 2036 | loss: 0.031215 | val_loss: 0.0312191 | Time: 1743.27 ms
[2021-03-09 16:03:59 main:574] : INFO : Epoch 2037 | loss: 0.0312153 | val_loss: 0.0312176 | Time: 1523.26 ms
[2021-03-09 16:04:01 main:574] : INFO : Epoch 2038 | loss: 0.0312155 | val_loss: 0.0312165 | Time: 1720.97 ms
[2021-03-09 16:04:03 main:574] : INFO : Epoch 2039 | loss: 0.0312156 | val_loss: 0.0312164 | Time: 1828.7 ms
[2021-03-09 16:04:04 main:574] : INFO : Epoch 2040 | loss: 0.0312155 | val_loss: 0.0312167 | Time: 1736.35 ms
[2021-03-09 16:04:06 main:574] : INFO : Epoch 2041 | loss: 0.0312161 | val_loss: 0.0312173 | Time: 1813.94 ms
[2021-03-09 16:04:08 main:574] : INFO : Epoch 2042 | loss: 0.0312151 | val_loss: 0.0312164 | Time: 1737.75 ms
[2021-03-09 16:04:09 main:574] : INFO : Epoch 2043 | loss: 0.0312138 | val_loss: 0.0312159 | Time: 1419.05 ms
[2021-03-09 16:04:11 main:574] : INFO : Epoch 2044 | loss: 0.0312149 | val_loss: 0.0312158 | Time: 1785.56 ms
[2021-03-09 16:04:13 main:574] : INFO : Epoch 2045 | loss: 0.0312143 | val_loss: 0.0312154 | Time: 1751.3 ms
[2021-03-09 16:04:15 main:574] : INFO : Epoch 2046 | loss: 0.0312135 | val_loss: 0.0312158 | Time: 1764.46 ms
[2021-03-09 16:04:16 main:574] : INFO : Epoch 2047 | loss: 0.0312158 | val_loss: 0.03122 | Time: 1770.3 ms
[2021-03-09 16:04:18 main:574] : INFO : Epoch 2048 | loss: 0.0312182 | val_loss: 0.0312298 | Time: 1739.52 ms
[2021-03-09 16:04:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312298
[2021-03-09 16:04:18 main:603] : INFO : Saving end state to config to file
[2021-03-09 16:04:18 main:608] : INFO : Success, exiting..
16:04:18 (4316): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)