Task 12668660
| Name | ParityModified-1645996797-22945-1-0_3 |
| Workunit | 9601319 |
| Created | 7 Mar 2022, 16:27:55 UTC |
| Sent | 7 Mar 2022, 17:05:19 UTC |
| Report deadline | 15 Mar 2022, 17:05:19 UTC |
| Received | 7 Mar 2022, 20:07:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 14 sec |
| CPU time | 1 hours 13 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,158.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ime: 2174.8 ms [2022-03-07 12:47:10 main:574] : INFO : Epoch 1542 | loss: 0.0312203 | val_loss: 0.0312183 | Time: 2177.01 ms [2022-03-07 12:47:13 main:574] : INFO : Epoch 1543 | loss: 0.0312203 | val_loss: 0.0312214 | Time: 2180.51 ms [2022-03-07 12:47:15 main:574] : INFO : Epoch 1544 | loss: 0.0312216 | val_loss: 0.031222 | Time: 2174.91 ms [2022-03-07 12:47:17 main:574] : INFO : Epoch 1545 | loss: 0.0312229 | val_loss: 0.0312186 | Time: 2165.39 ms [2022-03-07 12:47:19 main:574] : INFO : Epoch 1546 | loss: 0.0312203 | val_loss: 0.0312178 | Time: 2161.25 ms [2022-03-07 12:47:21 main:574] : INFO : Epoch 1547 | loss: 0.031219 | val_loss: 0.0312177 | Time: 2168.38 ms [2022-03-07 12:47:23 main:574] : INFO : Epoch 1548 | loss: 0.0312198 | val_loss: 0.0312174 | Time: 2169.2 ms [2022-03-07 12:47:26 main:574] : INFO : Epoch 1549 | loss: 0.0312193 | val_loss: 0.0312168 | Time: 2175.69 ms [2022-03-07 12:47:28 main:574] : INFO : Epoch 1550 | loss: 0.0312199 | val_loss: 0.0312219 | Time: 2178.28 ms [2022-03-07 12:47:30 main:574] : INFO : Epoch 1551 | loss: 0.0312219 | val_loss: 0.0312175 | Time: 2174.96 ms [2022-03-07 12:47:32 main:574] : INFO : Epoch 1552 | loss: 0.0312214 | val_loss: 0.0312193 | Time: 2178.08 ms [2022-03-07 12:47:34 main:574] : INFO : Epoch 1553 | loss: 0.0312205 | val_loss: 0.0312172 | Time: 2161.04 ms [2022-03-07 12:47:37 main:574] : INFO : Epoch 1554 | loss: 0.0312194 | val_loss: 0.0312172 | Time: 2173.3 ms [2022-03-07 12:47:39 main:574] : INFO : Epoch 1555 | loss: 0.031219 | val_loss: 0.0312213 | Time: 2167.77 ms [2022-03-07 12:47:41 main:574] : INFO : Epoch 1556 | loss: 0.0312211 | val_loss: 0.031222 | Time: 2176.02 ms [2022-03-07 12:47:43 main:574] : INFO : Epoch 1557 | loss: 0.0312202 | val_loss: 0.0312175 | Time: 2175.57 ms [2022-03-07 12:47:45 main:574] : INFO : Epoch 1558 | loss: 0.0312196 | val_loss: 0.0312179 | Time: 2171.62 ms [2022-03-07 12:47:47 main:574] : INFO : Epoch 1559 | loss: 0.0312197 | val_loss: 0.0312179 | Time: 2170.42 ms [2022-03-07 12:47:50 main:574] : INFO : Epoch 1560 | loss: 0.0312202 | val_loss: 0.031217 | Time: 2169.48 ms [2022-03-07 12:47:52 main:574] : INFO : Epoch 1561 | loss: 0.0312211 | val_loss: 0.0312191 | Time: 2172.72 ms [2022-03-07 12:47:54 main:574] : INFO : Epoch 1562 | loss: 0.0312204 | val_loss: 0.0312168 | Time: 2177.94 ms [2022-03-07 12:47:56 main:574] : INFO : Epoch 1563 | loss: 0.0312201 | val_loss: 0.031218 | Time: 2177.02 ms [2022-03-07 12:47:58 main:574] : INFO : Epoch 1564 | loss: 0.0312195 | val_loss: 0.0312178 | Time: 2178.36 ms [2022-03-07 12:48:00 main:574] : INFO : Epoch 1565 | loss: 0.0312204 | val_loss: 0.0312194 | Time: 2171.22 ms [2022-03-07 12:48:03 main:574] : INFO : Epoch 1566 | loss: 0.03122 | val_loss: 0.0312171 | Time: 2169.57 ms [2022-03-07 12:48:05 main:574] : INFO : Epoch 1567 | loss: 0.0312203 | val_loss: 0.031217 | Time: 2166.69 ms [2022-03-07 12:48:07 main:574] : INFO : Epoch 1568 | loss: 0.0312202 | val_loss: 0.0312167 | Time: 2163.92 ms [2022-03-07 12:48:09 main:574] : INFO : Epoch 1569 | loss: 0.03122 | val_loss: 0.0312198 | Time: 2177.29 ms [2022-03-07 12:48:11 main:574] : INFO : Epoch 1570 | loss: 0.0312219 | val_loss: 0.0312198 | Time: 2174.85 ms [2022-03-07 12:48:13 main:574] : INFO : Epoch 1571 | loss: 0.0312227 | val_loss: 0.0312175 | Time: 2175.8 ms [2022-03-07 12:48:16 main:574] : INFO : Epoch 1572 | loss: 0.0312195 | val_loss: 0.0312175 | Time: 2178.33 ms [2022-03-07 12:48:18 main:574] : INFO : Epoch 1573 | loss: 0.0312196 | val_loss: 0.0312169 | Time: 2163.81 ms [2022-03-07 12:48:20 main:574] : INFO : Epoch 1574 | loss: 0.0312195 | val_loss: 0.0312171 | Time: 2173.21 ms [2022-03-07 12:48:22 main:574] : INFO : Epoch 1575 | loss: 0.0312194 | val_loss: 0.0312171 | Time: 2171.05 ms [2022-03-07 12:48:24 main:574] : INFO : Epoch 1576 | loss: 0.0312202 | val_loss: 0.0312219 | Time: 2179.86 ms [2022-03-07 12:48:27 main:574] : INFO : Epoch 1577 | loss: 0.0312205 | val_loss: 0.0312186 | Time: 2177.1 ms [2022-03-07 12:48:29 main:574] : INFO : Epoch 1578 | loss: 0.0312203 | val_loss: 0.0312177 | Time: 2183.55 ms [2022-03-07 12:48:31 main:574] : INFO : Epoch 1579 | loss: 0.0312201 | val_loss: 0.0312169 | Time: 2169.1 ms [2022-03-07 12:48:33 main:574] : INFO : Epoch 1580 | loss: 0.0312194 | val_loss: 0.0312172 | Time: 2172.28 ms [2022-03-07 12:48:35 main:574] : INFO : Epoch 1581 | loss: 0.0312196 | val_loss: 0.0312174 | Time: 2177.69 ms [2022-03-07 12:48:37 main:574] : INFO : Epoch 1582 | loss: 0.0312195 | val_loss: 0.0312172 | Time: 2178.9 ms [2022-03-07 12:48:40 main:574] : INFO : Epoch 1583 | loss: 0.03122 | val_loss: 0.0312181 | Time: 2179.35 ms [2022-03-07 12:48:42 main:574] : INFO : Epoch 1584 | loss: 0.0312196 | val_loss: 0.0312169 | Time: 2177.71 ms [2022-03-07 12:48:44 main:574] : INFO : Epoch 1585 | loss: 0.0312204 | val_loss: 0.0312177 | Time: 2165.64 ms [2022-03-07 12:48:46 main:574] : INFO : Epoch 1586 | loss: 0.0312205 | val_loss: 0.0312178 | Time: 2168.16 ms [2022-03-07 12:48:48 main:574] : INFO : Epoch 1587 | loss: 0.0312198 | val_loss: 0.0312185 | Time: 2174.27 ms [2022-03-07 12:48:50 main:574] : INFO : Epoch 1588 | loss: 0.0312214 | val_loss: 0.0312256 | Time: 2177.84 ms [2022-03-07 12:48:53 main:574] : INFO : Epoch 1589 | loss: 0.0312213 | val_loss: 0.0312174 | Time: 2177.8 ms [2022-03-07 12:48:55 main:574] : INFO : Epoch 1590 | loss: 0.0312204 | val_loss: 0.0312178 | Time: 2182.08 ms [2022-03-07 12:48:57 main:574] : INFO : Epoch 1591 | loss: 0.0312221 | val_loss: 0.0312183 | Time: 2167.9 ms [2022-03-07 12:48:59 main:574] : INFO : Epoch 1592 | loss: 0.0312203 | val_loss: 0.0312177 | Time: 2167.51 ms [2022-03-07 12:49:01 main:574] : INFO : Epoch 1593 | loss: 0.0312198 | val_loss: 0.031218 | Time: 2167.07 ms [2022-03-07 12:49:04 main:574] : INFO : Epoch 1594 | loss: 0.0312195 | val_loss: 0.0312167 | Time: 2181.87 ms [2022-03-07 12:49:06 main:574] : INFO : Epoch 1595 | loss: 0.0312196 | val_loss: 0.0312175 | Time: 2178.75 ms [2022-03-07 12:49:08 main:574] : INFO : Epoch 1596 | loss: 0.0312194 | val_loss: 0.0312168 | Time: 2177.07 ms [2022-03-07 12:49:10 main:574] : INFO : Epoch 1597 | loss: 0.0312192 | val_loss: 0.0312167 | Time: 2172.02 ms [2022-03-07 12:49:12 main:574] : INFO : Epoch 1598 | loss: 0.0312203 | val_loss: 0.0312179 | Time: 2164.29 ms [2022-03-07 12:49:14 main:574] : INFO : Epoch 1599 | loss: 0.03122 | val_loss: 0.0312181 | Time: 2167.8 ms [2022-03-07 12:49:17 main:574] : INFO : Epoch 1600 | loss: 0.0312202 | val_loss: 0.0312179 | Time: 2174.54 ms [2022-03-07 12:49:19 main:574] : INFO : Epoch 1601 | loss: 0.0312194 | val_loss: 0.0312174 | Time: 2177.26 ms [2022-03-07 12:49:21 main:574] : INFO : Epoch 1602 | loss: 0.03122 | val_loss: 0.031219 | Time: 2176.07 ms [2022-03-07 12:49:23 main:574] : INFO : Epoch 1603 | loss: 0.0312207 | val_loss: 0.0312175 | Time: 2176.32 ms [2022-03-07 12:49:25 main:574] : INFO : Epoch 1604 | loss: 0.03122 | val_loss: 0.0312212 | Time: 2180.84 ms [2022-03-07 12:49:28 main:574] : INFO : Epoch 1605 | loss: 0.0312209 | val_loss: 0.0312193 | Time: 2170.61 ms [2022-03-07 12:49:30 main:574] : INFO : Epoch 1606 | loss: 0.0312204 | val_loss: 0.0312171 | Time: 2175.29 ms [2022-03-07 12:49:32 main:574] : INFO : Epoch 1607 | loss: 0.0312217 | val_loss: 0.0312186 | Time: 2170.42 ms [2022-03-07 12:49:34 main:574] : INFO : Epoch 1608 | loss: 0.0312203 | val_loss: 0.0312181 | Time: 2174.63 ms [2022-03-07 12:49:36 main:574] : INFO : Epoch 1609 | loss: 0.0312194 | val_loss: 0.0312171 | Time: 2169.52 ms [2022-03-07 12:49:38 main:574] : INFO : Epoch 1610 | loss: 0.0312199 | val_loss: 0.0312176 | Time: 2181.89 ms [2022-03-07 12:49:41 main:574] : INFO : Epoch 1611 | loss: 0.0312212 | val_loss: 0.0312172 | Time: 2177.73 ms [2022-03-07 12:49:43 main:574] : INFO : Epoch 1612 | loss: 0.0312208 | val_loss: 0.0312187 | Time: 2161.42 ms [2022-03-07 12:49:45 main:574] : INFO : Epoch 1613 | loss: 0.0312197 | val_loss: 0.0312169 | Time: 2164.08 ms [2022-03-07 12:49:47 main:574] : INFO : Epoch 1614 | loss: 0.0312203 | val_loss: 0.0312205 | Time: 2168.75 ms [2022-03-07 12:49:49 main:574] : INFO : Epoch 1615 | loss: 0.031221 | val_loss: 0.0312194 | Time: 2175.06 ms [2022-03-07 12:49:51 main:574] : INFO : Epoch 1616 | loss: 0.0312196 | val_loss: 0.0312174 | Time: 2179.01 ms [2022-03-07 12:49:54 main:574] : INFO : Epoch 1617 | loss: 0.0312195 | val_loss: 0.0312168 | Time: 2177.38 ms [2022-03-07 12:49:56 main:574] : INFO : Epoch 1618 | loss: 0.0312196 | val_loss: 0.0312169 | Time: 2169.16 ms [2022-03-07 12:49:58 main:574] : INFO : Epoch 1619 | loss: 0.0312202 | val_loss: 0.0312169 | Time: 2171.09 ms [2022-03-07 12:50:00 main:574] : INFO : Epoch 1620 | loss: 0.0312198 | val_loss: 0.031217 | Time: 2163.31 ms [2022-03-07 12:50:02 main:574] : INFO : Epoch 1621 | loss: 0.0312199 | val_loss: 0.0312178 | Time: 2172.79 ms [2022-03-07 12:50:05 main:574] : INFO : Epoch 1622 | loss: 0.0312199 | val_loss: 0.0312172 | Time: 2175.5 ms [2022-03-07 12:50:07 main:574] : INFO : Epoch 1623 | loss: 0.0312194 | val_loss: 0.0312168 | Time: 2177.91 ms [2022-03-07 12:50:09 main:574] : INFO : Epoch 1624 | loss: 0.0312194 | val_loss: 0.0312173 | Time: 2178.34 ms [2022-03-07 12:50:11 main:574] : INFO : Epoch 1625 | loss: 0.0312206 | val_loss: 0.0312178 | Time: 2173.99 ms [2022-03-07 12:50:13 main:574] : INFO : Epoch 1626 | loss: 0.0312201 | val_loss: 0.03122 | Time: 2166.37 ms [2022-03-07 12:50:15 main:574] : INFO : Epoch 1627 | loss: 0.031221 | val_loss: 0.0312175 | Time: 2173.6 ms [2022-03-07 12:50:18 main:574] : INFO : Epoch 1628 | loss: 0.0312228 | val_loss: 0.0312214 | Time: 2174.45 ms [2022-03-07 12:50:20 main:574] : INFO : Epoch 1629 | loss: 0.0312226 | val_loss: 0.0312185 | Time: 2170.47 ms [2022-03-07 12:50:22 main:574] : INFO : Epoch 1630 | loss: 0.03122 | val_loss: 0.0312173 | Time: 2176.92 ms [2022-03-07 12:50:24 main:574] : INFO : Epoch 1631 | loss: 0.0312219 | val_loss: 0.0312172 | Time: 2178.75 ms [2022-03-07 12:50:26 main:574] : INFO : Epoch 1632 | loss: 0.0312208 | val_loss: 0.031217 | Time: 2166.81 ms [2022-03-07 12:50:28 main:574] : INFO : Epoch 1633 | loss: 0.0312193 | val_loss: 0.0312168 | Time: 2161.37 ms [2022-03-07 12:50:31 main:574] : INFO : Epoch 1634 | loss: 0.0312209 | val_loss: 0.0312202 | Time: 2171.51 ms [2022-03-07 12:50:33 main:574] : INFO : Epoch 1635 | loss: 0.03122 | val_loss: 0.0312175 | Time: 2176.13 ms [2022-03-07 12:50:35 main:574] : INFO : Epoch 1636 | loss: 0.0312197 | val_loss: 0.0312168 | Time: 2173.37 ms [2022-03-07 12:50:37 main:574] : INFO : Epoch 1637 | loss: 0.0312201 | val_loss: 0.0312168 | Time: 2180.97 ms [2022-03-07 12:50:39 main:574] : INFO : Epoch 1638 | loss: 0.0312194 | val_loss: 0.0312168 | Time: 2172.97 ms [2022-03-07 12:50:41 main:574] : INFO : Epoch 1639 | loss: 0.0312198 | val_loss: 0.0312178 | Time: 2167.73 ms [2022-03-07 12:50:44 main:574] : INFO : Epoch 1640 | loss: 0.0312198 | val_loss: 0.0312186 | Time: 2167.99 ms [2022-03-07 12:50:46 main:574] : INFO : Epoch 1641 | loss: 0.0312196 | val_loss: 0.0312172 | Time: 2174.1 ms [2022-03-07 12:50:48 main:574] : INFO : Epoch 1642 | loss: 0.0312199 | val_loss: 0.0312174 | Time: 2176.31 ms [2022-03-07 12:50:50 main:574] : INFO : Epoch 1643 | loss: 0.0312194 | val_loss: 0.0312169 | Time: 2170.86 ms [2022-03-07 12:50:52 main:574] : INFO : Epoch 1644 | loss: 0.031219 | val_loss: 0.0312179 | Time: 2178.82 ms [2022-03-07 12:50:55 main:574] : INFO : Epoch 1645 | loss: 0.0312192 | val_loss: 0.0312168 | Time: 2174.28 ms [2022-03-07 12:50:57 main:574] : INFO : Epoch 1646 | loss: 0.0312193 | val_loss: 0.0312181 | Time: 2174.19 ms [2022-03-07 12:50:59 main:574] : INFO : Epoch 1647 | loss: 0.03122 | val_loss: 0.0312168 | Time: 2170.42 ms [2022-03-07 12:51:01 main:574] : INFO : Epoch 1648 | loss: 0.0312195 | val_loss: 0.0312179 | Time: 2170.59 ms [2022-03-07 12:51:03 main:574] : INFO : Epoch 1649 | loss: 0.0312197 | val_loss: 0.0312173 | Time: 2175.4 ms [2022-03-07 12:51:05 main:574] : INFO : Epoch 1650 | loss: 0.0312201 | val_loss: 0.0312183 | Time: 2181.32 ms [2022-03-07 12:51:08 main:574] : INFO : Epoch 1651 | loss: 0.0312194 | val_loss: 0.0312171 | Time: 2175.49 ms [2022-03-07 12:51:10 main:574] : INFO : Epoch 1652 | loss: 0.0312194 | val_loss: 0.0312172 | Time: 2177.86 ms [2022-03-07 12:51:12 main:574] : INFO : Epoch 1653 | loss: 0.0312192 | val_loss: 0.0312171 | Time: 2172.89 ms [2022-03-07 12:51:14 main:574] : INFO : Epoch 1654 | loss: 0.0312194 | val_loss: 0.031217 | Time: 2160.38 ms [2022-03-07 12:51:16 main:574] : INFO : Epoch 1655 | loss: 0.0312205 | val_loss: 0.0312197 | Time: 2176.31 ms [2022-03-07 12:51:18 main:574] : INFO : Epoch 1656 | loss: 0.0312213 | val_loss: 0.0312175 | Time: 2173.31 ms [2022-03-07 12:51:21 main:574] : INFO : Epoch 1657 | loss: 0.0312193 | val_loss: 0.0312169 | Time: 2178.75 ms [2022-03-07 12:51:23 main:574] : INFO : Epoch 1658 | loss: 0.0312199 | val_loss: 0.031217 | Time: 2173.64 ms [2022-03-07 12:51:25 main:574] : INFO : Epoch 1659 | loss: 0.0312193 | val_loss: 0.031217 | Time: 2166.04 ms [2022-03-07 12:51:27 main:574] : INFO : Epoch 1660 | loss: 0.0312198 | val_loss: 0.0312192 | Time: 2165.46 ms [2022-03-07 12:51:29 main:574] : INFO : Epoch 1661 | loss: 0.0312205 | val_loss: 0.0312168 | Time: 2171.33 ms [2022-03-07 12:51:32 main:574] : INFO : Epoch 1662 | loss: 0.0312196 | val_loss: 0.0312196 | Time: 2170.18 ms [2022-03-07 12:51:34 main:574] : INFO : Epoch 1663 | loss: 0.0312217 | val_loss: 0.0312177 | Time: 2172.59 ms [2022-03-07 12:51:36 main:574] : INFO : Epoch 1664 | loss: 0.0312226 | val_loss: 0.0312206 | Time: 2177.72 ms [2022-03-07 12:51:38 main:574] : INFO : Epoch 1665 | loss: 0.0312205 | val_loss: 0.0312169 | Time: 2176.96 ms [2022-03-07 12:51:40 main:574] : INFO : Epoch 1666 | loss: 0.0312201 | val_loss: 0.0312183 | Time: 2175.63 ms [2022-03-07 12:51:42 main:574] : INFO : Epoch 1667 | loss: 0.0312202 | val_loss: 0.0312179 | Time: 2170.29 ms [2022-03-07 12:51:45 main:574] : INFO : Epoch 1668 | loss: 0.0312195 | val_loss: 0.031217 | Time: 2174.51 ms [2022-03-07 12:51:47 main:574] : INFO : Epoch 1669 | loss: 0.0312195 | val_loss: 0.0312184 | Time: 2177.34 ms [2022-03-07 12:51:49 main:574] : INFO : Epoch 1670 | loss: 0.0312197 | val_loss: 0.0312175 | Time: 2180.92 ms [2022-03-07 12:51:51 main:574] : INFO : Epoch 1671 | loss: 0.0312201 | val_loss: 0.0312169 | Time: 2176.78 ms [2022-03-07 12:51:53 main:574] : INFO : Epoch 1672 | loss: 0.0312207 | val_loss: 0.0312214 | Time: 2164.99 ms [2022-03-07 12:51:55 main:574] : INFO : Epoch 1673 | loss: 0.0312212 | val_loss: 0.0312171 | Time: 2165.77 ms [2022-03-07 12:51:58 main:574] : INFO : Epoch 1674 | loss: 0.0312209 | val_loss: 0.0312199 | Time: 2170.84 ms [2022-03-07 12:52:00 main:574] : INFO : Epoch 1675 | loss: 0.03122 | val_loss: 0.0312246 | Time: 2172.11 ms [2022-03-07 12:52:02 main:574] : INFO : Epoch 1676 | loss: 0.031228 | val_loss: 0.0312462 | Time: 2169.49 ms [2022-03-07 12:52:04 main:574] : INFO : Epoch 1677 | loss: 0.0356639 | val_loss: 0.034796 | Time: 2178.28 ms [2022-03-07 12:52:06 main:574] : INFO : Epoch 1678 | loss: 0.0351778 | val_loss: 0.032746 | Time: 2178.6 ms [2022-03-07 12:52:09 main:574] : INFO : Epoch 1679 | loss: 0.0317757 | val_loss: 0.0314715 | Time: 2178.23 ms [2022-03-07 12:52:11 main:574] : INFO : Epoch 1680 | loss: 0.0313114 | val_loss: 0.0312518 | Time: 2174.75 ms [2022-03-07 12:52:13 main:574] : INFO : Epoch 1681 | loss: 0.0312372 | val_loss: 0.0312274 | Time: 2170.05 ms [2022-03-07 12:52:15 main:574] : INFO : Epoch 1682 | loss: 0.031224 | val_loss: 0.0312198 | Time: 2180.09 ms [2022-03-07 12:52:17 main:574] : INFO : Epoch 1683 | loss: 0.0312212 | val_loss: 0.0312192 | Time: 2182.83 ms [2022-03-07 12:52:19 main:574] : INFO : Epoch 1684 | loss: 0.0312209 | val_loss: 0.0312183 | Time: 2176.32 ms [2022-03-07 12:52:22 main:574] : INFO : Epoch 1685 | loss: 0.0312202 | val_loss: 0.0312195 | Time: 2164.64 ms [2022-03-07 12:52:24 main:574] : INFO : Epoch 1686 | loss: 0.0312206 | val_loss: 0.0312185 | Time: 2170.75 ms [2022-03-07 12:52:26 main:574] : INFO : Epoch 1687 | loss: 0.0312208 | val_loss: 0.031218 | Time: 2167.63 ms [2022-03-07 12:52:28 main:574] : INFO : Epoch 1688 | loss: 0.0312202 | val_loss: 0.0312174 | Time: 2172.16 ms [2022-03-07 12:52:30 main:574] : INFO : Epoch 1689 | loss: 0.0312199 | val_loss: 0.0312173 | Time: 2179.52 ms [2022-03-07 12:52:32 main:574] : INFO : Epoch 1690 | loss: 0.0312196 | val_loss: 0.0312174 | Time: 2178.22 ms [2022-03-07 12:52:35 main:574] : INFO : Epoch 1691 | loss: 0.0312195 | val_loss: 0.0312171 | Time: 2174.33 ms [2022-03-07 12:52:37 main:574] : INFO : Epoch 1692 | loss: 0.0312194 | val_loss: 0.031218 | Time: 2162.85 ms [2022-03-07 12:52:39 main:574] : INFO : Epoch 1693 | loss: 0.0312199 | val_loss: 0.0312181 | Time: 2171.6 ms [2022-03-07 12:52:41 main:574] : INFO : Epoch 1694 | loss: 0.0312207 | val_loss: 0.0312176 | Time: 2179.31 ms [2022-03-07 12:52:43 main:574] : INFO : Epoch 1695 | loss: 0.0312203 | val_loss: 0.0312198 | Time: 2177.2 ms [2022-03-07 12:52:46 main:574] : INFO : Epoch 1696 | loss: 0.0312204 | val_loss: 0.0312172 | Time: 2178.01 ms [2022-03-07 12:52:48 main:574] : INFO : Epoch 1697 | loss: 0.0312197 | val_loss: 0.031217 | Time: 2173.28 ms [2022-03-07 12:52:50 main:574] : INFO : Epoch 1698 | loss: 0.0312195 | val_loss: 0.031217 | Time: 2168.03 ms [2022-03-07 12:52:52 main:574] : INFO : Epoch 1699 | loss: 0.0312197 | val_loss: 0.031217 | Time: 2164.18 ms [2022-03-07 12:52:54 main:574] : INFO : Epoch 1700 | loss: 0.0312196 | val_loss: 0.0312185 | Time: 2173.94 ms [2022-03-07 12:52:56 main:574] : INFO : Epoch 1701 | loss: 0.0312203 | val_loss: 0.0312172 | Time: 2174.11 ms [2022-03-07 12:52:59 main:574] : INFO : Epoch 1702 | loss: 0.0312202 | val_loss: 0.0312171 | Time: 2177.31 ms [2022-03-07 12:53:01 main:574] : INFO : Epoch 1703 | loss: 0.0312197 | val_loss: 0.0312183 | Time: 2173.79 ms [2022-03-07 12:53:03 main:574] : INFO : Epoch 1704 | loss: 0.0312199 | val_loss: 0.0312171 | Time: 2173.8 ms [2022-03-07 12:53:05 main:574] : INFO : Epoch 1705 | loss: 0.0312196 | val_loss: 0.0312174 | Time: 2167.64 ms [2022-03-07 12:53:07 main:574] : INFO : Epoch 1706 | loss: 0.0312194 | val_loss: 0.031217 | Time: 2170.4 ms [2022-03-07 12:53:09 main:574] : INFO : Epoch 1707 | loss: 0.0312197 | val_loss: 0.031217 | Time: 2176.01 ms [2022-03-07 12:53:12 main:574] : INFO : Epoch 1708 | loss: 0.0312193 | val_loss: 0.0312172 | Time: 2171.21 ms [2022-03-07 12:53:14 main:574] : INFO : Epoch 1709 | loss: 0.0312196 | val_loss: 0.0312187 | Time: 2178.96 ms [2022-03-07 12:53:16 main:574] : INFO : Epoch 1710 | loss: 0.0312201 | val_loss: 0.0312173 | Time: 2177.39 ms [2022-03-07 12:53:18 main:574] : INFO : Epoch 1711 | loss: 0.0312201 | val_loss: 0.0312173 | Time: 2170.33 ms [2022-03-07 12:53:20 main:574] : INFO : Epoch 1712 | loss: 0.0312193 | val_loss: 0.0312168 | Time: 2168.34 ms [2022-03-07 12:53:22 main:574] : INFO : Epoch 1713 | loss: 0.0312193 | val_loss: 0.0312175 | Time: 2173.85 ms [2022-03-07 12:53:25 main:574] : INFO : Epoch 1714 | loss: 0.0312197 | val_loss: 0.0312174 | Time: 2178.54 ms [2022-03-07 12:53:27 main:574] : INFO : Epoch 1715 | loss: 0.0312196 | val_loss: 0.0312172 | Time: 2179.67 ms [2022-03-07 12:53:29 main:574] : INFO : Epoch 1716 | loss: 0.0312196 | val_loss: 0.0312174 | Time: 2175.52 ms [2022-03-07 12:53:31 main:574] : INFO : Epoch 1717 | loss: 0.0312198 | val_loss: 0.0312182 | Time: 2170.7 ms [2022-03-07 12:53:33 main:574] : INFO : Epoch 1718 | loss: 0.03122 | val_loss: 0.0312173 | Time: 2169.02 ms [2022-03-07 12:53:36 main:574] : INFO : Epoch 1719 | loss: 0.0312195 | val_loss: 0.0312176 | Time: 2166.97 ms [2022-03-07 12:53:38 main:574] : INFO : Epoch 1720 | loss: 0.03122 | val_loss: 0.0312179 | Time: 2166.06 ms [2022-03-07 12:53:40 main:574] : INFO : Epoch 1721 | loss: 0.0312196 | val_loss: 0.031217 | Time: 2169.63 ms [2022-03-07 12:53:42 main:574] : INFO : Epoch 1722 | loss: 0.0312192 | val_loss: 0.0312169 | Time: 2174.34 ms [2022-03-07 12:53:44 main:574] : INFO : Epoch 1723 | loss: 0.0312196 | val_loss: 0.0312172 | Time: 2176.11 ms [2022-03-07 12:53:46 main:574] : INFO : Epoch 1724 | loss: 0.0312203 | val_loss: 0.0312178 | Time: 2175.8 ms [2022-03-07 12:53:49 main:574] : INFO : Epoch 1725 | loss: 0.03122 | val_loss: 0.0312174 | Time: 2177.65 ms [2022-03-07 12:53:51 main:574] : INFO : Epoch 1726 | loss: 0.0312197 | val_loss: 0.0312169 | Time: 2166.81 ms [2022-03-07 12:53:53 main:574] : INFO : Epoch 1727 | loss: 0.0312192 | val_loss: 0.0312173 | Time: 2167.35 ms [2022-03-07 12:53:55 main:574] : INFO : Epoch 1728 | loss: 0.0312195 | val_loss: 0.031217 | Time: 2164.45 ms [2022-03-07 12:53:57 main:574] : INFO : Epoch 1729 | loss: 0.0312198 | val_loss: 0.0312174 | Time: 2165.26 ms [2022-03-07 12:53:59 main:574] : INFO : Epoch 1730 | loss: 0.0312208 | val_loss: 0.0312185 | Time: 2178.59 ms [2022-03-07 12:54:02 main:574] : INFO : Epoch 1731 | loss: 0.0312208 | val_loss: 0.0312177 | Time: 2181.86 ms [2022-03-07 12:54:04 main:574] : INFO : Epoch 1732 | loss: 0.0312195 | val_loss: 0.0312169 | Time: 2177.64 ms [2022-03-07 12:54:06 main:574] : INFO : Epoch 1733 | loss: 0.0312194 | val_loss: 0.031217 | Time: 2167.96 ms [2022-03-07 12:54:08 main:574] : INFO : Epoch 1734 | loss: 0.0312195 | val_loss: 0.0312171 | Time: 2172.55 ms [2022-03-07 12:54:10 main:574] : INFO : Epoch 1735 | loss: 0.03122 | val_loss: 0.031217 | Time: 2172.29 ms [2022-03-07 12:54:13 main:574] : INFO : Epoch 1736 | loss: 0.0312202 | val_loss: 0.0312179 | Time: 2173.6 ms [2022-03-07 12:54:15 main:574] : INFO : Epoch 1737 | loss: 0.0312196 | val_loss: 0.031217 | Time: 2176.17 ms [2022-03-07 12:54:17 main:574] : INFO : Epoch 1738 | loss: 0.0312195 | val_loss: 0.0312177 | Time: 2173.82 ms [2022-03-07 12:54:19 main:574] : INFO : Epoch 1739 | loss: 0.0312197 | val_loss: 0.0312174 | Time: 2171.56 ms [2022-03-07 12:54:21 main:574] : INFO : Epoch 1740 | loss: 0.0312195 | val_loss: 0.0312172 | Time: 2166.86 ms [2022-03-07 12:54:23 main:574] : INFO : Epoch 1741 | loss: 0.0312196 | val_loss: 0.0312171 | Time: 2165.7 ms [2022-03-07 12:54:26 main:574] : INFO : Epoch 1742 | loss: 0.0312203 | val_loss: 0.0312181 | Time: 2165.87 ms [2022-03-07 12:54:28 main:574] : INFO : Epoch 1743 | loss: 0.0312205 | val_loss: 0.0312171 | Time: 2172.44 ms [2022-03-07 12:54:30 main:574] : INFO : Epoch 1744 | loss: 0.0312196 | val_loss: 0.0312172 | Time: 2179.74 ms [2022-03-07 12:54:32 main:574] : INFO : Epoch 1745 | loss: 0.0312198 | val_loss: 0.0312179 | Time: 2181 ms [2022-03-07 12:54:34 main:574] : INFO : Epoch 1746 | loss: 0.0312196 | val_loss: 0.0312168 | Time: 2177.26 ms [2022-03-07 12:54:36 main:574] : INFO : Epoch 1747 | loss: 0.0312199 | val_loss: 0.0312173 | Time: 2167 ms [2022-03-07 12:54:39 main:574] : INFO : Epoch 1748 | loss: 0.03122 | val_loss: 0.0312175 | Time: 2162.65 ms [2022-03-07 12:54:41 main:574] : INFO : Epoch 1749 | loss: 0.03122 | val_loss: 0.031219 | Time: 2173.69 ms [2022-03-07 12:54:43 main:574] : INFO : Epoch 1750 | loss: 0.0312212 | val_loss: 0.0312171 | Time: 2172.55 ms [2022-03-07 12:54:45 main:574] : INFO : Epoch 1751 | loss: 0.03122 | val_loss: 0.0312182 | Time: 2173.84 ms [2022-03-07 12:54:47 main:574] : INFO : Epoch 1752 | loss: 0.0312197 | val_loss: 0.031217 | Time: 2180.26 ms [2022-03-07 12:54:49 main:574] : INFO : Epoch 1753 | loss: 0.0312195 | val_loss: 0.0312169 | Time: 2174.92 ms [2022-03-07 12:54:52 main:574] : INFO : Epoch 1754 | loss: 0.0312194 | val_loss: 0.0312169 | Time: 2162.46 ms [2022-03-07 12:54:54 main:574] : INFO : Epoch 1755 | loss: 0.0312194 | val_loss: 0.0312168 | Time: 2178.5 ms [2022-03-07 12:54:56 main:574] : INFO : Epoch 1756 | loss: 0.0312204 | val_loss: 0.0312172 | Time: 2169.93 ms [2022-03-07 12:54:58 main:574] : INFO : Epoch 1757 | loss: 0.0312208 | val_loss: 0.0312194 | Time: 2177.93 ms [2022-03-07 12:55:00 main:574] : INFO : Epoch 1758 | loss: 0.0312203 | val_loss: 0.0312183 | Time: 2182.34 ms [2022-03-07 12:55:03 main:574] : INFO : Epoch 1759 | loss: 0.03122 | val_loss: 0.031217 | Time: 2178.01 ms [2022-03-07 12:55:05 main:574] : INFO : Epoch 1760 | loss: 0.0312193 | val_loss: 0.0312171 | Time: 2163.95 ms [2022-03-07 12:55:07 main:574] : INFO : Epoch 1761 | loss: 0.0312201 | val_loss: 0.0312173 | Time: 2173.8 ms [2022-03-07 12:55:09 main:574] : INFO : Epoch 1762 | loss: 0.0312198 | val_loss: 0.0312169 | Time: 2170.37 ms [2022-03-07 12:55:11 main:574] : INFO : Epoch 1763 | loss: 0.0312196 | val_loss: 0.0312169 | Time: 2174.29 ms [2022-03-07 12:55:13 main:574] : INFO : Epoch 1764 | loss: 0.0312194 | val_loss: 0.0312172 | Time: 2173.33 ms [2022-03-07 12:55:16 main:574] : INFO : Epoch 1765 | loss: 0.0312194 | val_loss: 0.0312177 | Time: 2174.94 ms [2022-03-07 12:55:18 main:574] : INFO : Epoch 1766 | loss: 0.0312199 | val_loss: 0.0312179 | Time: 2174.62 ms [2022-03-07 12:55:20 main:574] : INFO : Epoch 1767 | loss: 0.0312198 | val_loss: 0.0312169 | Time: 2166.74 ms [2022-03-07 12:55:22 main:574] : INFO : Epoch 1768 | loss: 0.0312196 | val_loss: 0.0312172 | Time: 2174.31 ms [2022-03-07 12:55:24 main:574] : INFO : Epoch 1769 | loss: 0.0312195 | val_loss: 0.0312171 | Time: 2174.9 ms [2022-03-07 12:55:26 main:574] : INFO : Epoch 1770 | loss: 0.0312195 | val_loss: 0.0312169 | Time: 2181.01 ms [2022-03-07 12:55:29 main:574] : INFO : Epoch 1771 | loss: 0.0312193 | val_loss: 0.0312169 | Time: 2178.27 ms [2022-03-07 12:55:31 main:574] : INFO : Epoch 1772 | loss: 0.0312195 | val_loss: 0.0312176 | Time: 2170.97 ms [2022-03-07 12:55:33 main:574] : INFO : Epoch 1773 | loss: 0.031221 | val_loss: 0.0312187 | Time: 2171.45 ms [2022-03-07 12:55:35 main:574] : INFO : Epoch 1774 | loss: 0.0312203 | val_loss: 0.0312193 | Time: 2171.44 ms [2022-03-07 12:55:37 main:574] : INFO : Epoch 1775 | loss: 0.0312208 | val_loss: 0.0312171 | Time: 2174 ms [2022-03-07 12:55:40 main:574] : INFO : Epoch 1776 | loss: 0.0312195 | val_loss: 0.0312175 | Time: 2176.52 ms [2022-03-07 12:55:42 main:574] : INFO : Epoch 1777 | loss: 0.0312192 | val_loss: 0.031217 | Time: 2180.03 ms [2022-03-07 12:55:44 main:574] : INFO : Epoch 1778 | loss: 0.0312195 | val_loss: 0.0312184 | Time: 2175.59 ms [2022-03-07 12:55:46 main:574] : INFO : Epoch 1779 | loss: 0.0312199 | val_loss: 0.0312171 | Time: 2170.46 ms [2022-03-07 12:55:48 main:574] : INFO : Epoch 1780 | loss: 0.0312203 | val_loss: 0.0312172 | Time: 2171.5 ms [2022-03-07 12:55:50 main:574] : INFO : Epoch 1781 | loss: 0.0312197 | val_loss: 0.031217 | Time: 2173.78 ms [2022-03-07 12:55:53 main:574] : INFO : Epoch 1782 | loss: 0.0312195 | val_loss: 0.031218 | Time: 2173.34 ms [2022-03-07 12:55:55 main:574] : INFO : Epoch 1783 | loss: 0.0312203 | val_loss: 0.0312175 | Time: 2178 ms [2022-03-07 12:55:57 main:574] : INFO : Epoch 1784 | loss: 0.0312205 | val_loss: 0.0312176 | Time: 2171.74 ms [2022-03-07 12:55:59 main:574] : INFO : Epoch 1785 | loss: 0.0312197 | val_loss: 0.0312176 | Time: 2164.44 ms [2022-03-07 12:56:01 main:574] : INFO : Epoch 1786 | loss: 0.0312202 | val_loss: 0.0312181 | Time: 2172.56 ms [2022-03-07 12:56:03 main:574] : INFO : Epoch 1787 | loss: 0.0312192 | val_loss: 0.0312175 | Time: 2176.2 ms [2022-03-07 12:56:06 main:574] : INFO : Epoch 1788 | loss: 0.0312193 | val_loss: 0.031217 | Time: 2173.56 ms [2022-03-07 12:56:08 main:574] : INFO : Epoch 1789 | loss: 0.0312194 | val_loss: 0.0312169 | Time: 2180.36 ms [2022-03-07 12:56:10 main:574] : INFO : Epoch 1790 | loss: 0.0312194 | val_loss: 0.031217 | Time: 2174.99 ms [2022-03-07 12:56:12 main:574] : INFO : Epoch 1791 | loss: 0.0312194 | val_loss: 0.0312168 | Time: 2164.12 ms [2022-03-07 12:56:14 main:574] : INFO : Epoch 1792 | loss: 0.0312192 | val_loss: 0.0312168 | Time: 2164.52 ms [2022-03-07 12:56:16 main:574] : INFO : Epoch 1793 | loss: 0.0312196 | val_loss: 0.0312168 | Time: 2170.87 ms [2022-03-07 12:56:19 main:574] : INFO : Epoch 1794 | loss: 0.0312196 | val_loss: 0.0312176 | Time: 2168.2 ms [2022-03-07 12:56:21 main:574] : INFO : Epoch 1795 | loss: 0.0312204 | val_loss: 0.031218 | Time: 2173.67 ms [2022-03-07 12:56:23 main:574] : INFO : Epoch 1796 | loss: 0.0312198 | val_loss: 0.0312171 | Time: 2175.84 ms [2022-03-07 12:56:25 main:574] : INFO : Epoch 1797 | loss: 0.0312197 | val_loss: 0.0312169 | Time: 2178.72 ms [2022-03-07 12:56:27 main:574] : INFO : Epoch 1798 | loss: 0.0312195 | val_loss: 0.0312174 | Time: 2177.53 ms [2022-03-07 12:56:30 main:574] : INFO : Epoch 1799 | loss: 0.0312204 | val_loss: 0.0312172 | Time: 2174.27 ms [2022-03-07 12:56:32 main:574] : INFO : Epoch 1800 | loss: 0.0312204 | val_loss: 0.031218 | Time: 2174.85 ms [2022-03-07 12:56:34 main:574] : INFO : Epoch 1801 | loss: 0.0312194 | val_loss: 0.0312168 | Time: 2180.49 ms [2022-03-07 12:56:36 main:574] : INFO : Epoch 1802 | loss: 0.0312194 | val_loss: 0.0312172 | Time: 2179.92 ms [2022-03-07 12:56:38 main:574] : INFO : Epoch 1803 | loss: 0.0312193 | val_loss: 0.031217 | Time: 2181.17 ms [2022-03-07 12:56:40 main:574] : INFO : Epoch 1804 | loss: 0.0312194 | val_loss: 0.0312169 | Time: 2173.59 ms [2022-03-07 12:56:43 main:574] : INFO : Epoch 1805 | loss: 0.0312196 | val_loss: 0.0312195 | Time: 2180.89 ms [2022-03-07 12:56:45 main:574] : INFO : Epoch 1806 | loss: 0.0312199 | val_loss: 0.0312173 | Time: 2176.75 ms [2022-03-07 12:56:47 main:574] : INFO : Epoch 1807 | loss: 0.0312196 | val_loss: 0.031219 | Time: 2180.33 ms [2022-03-07 12:56:49 main:574] : INFO : Epoch 1808 | loss: 0.0312202 | val_loss: 0.0312176 | Time: 2175.82 ms [2022-03-07 12:56:51 main:574] : INFO : Epoch 1809 | loss: 0.0312197 | val_loss: 0.0312182 | Time: 2169.82 ms [2022-03-07 12:56:54 main:574] : INFO : Epoch 1810 | loss: 0.0312196 | val_loss: 0.0312183 | Time: 2181.91 ms [2022-03-07 12:56:56 main:574] : INFO : Epoch 1811 | loss: 0.0312199 | val_loss: 0.0312173 | Time: 2180.56 ms [2022-03-07 12:56:58 main:574] : INFO : Epoch 1812 | loss: 0.0312206 | val_loss: 0.0312188 | Time: 2180.13 ms [2022-03-07 12:57:00 main:574] : INFO : Epoch 1813 | loss: 0.031221 | val_loss: 0.0312179 | Time: 2178.3 ms [2022-03-07 12:57:02 main:574] : INFO : Epoch 1814 | loss: 0.0312212 | val_loss: 0.0312172 | Time: 2175.46 ms [2022-03-07 12:57:04 main:574] : INFO : Epoch 1815 | loss: 0.0312202 | val_loss: 0.0312175 | Time: 2176.89 ms [2022-03-07 12:57:07 main:574] : INFO : Epoch 1816 | loss: 0.03122 | val_loss: 0.0312174 | Time: 2184.84 ms [2022-03-07 12:57:09 main:574] : INFO : Epoch 1817 | loss: 0.0312198 | val_loss: 0.0312175 | Time: 2180.66 ms [2022-03-07 12:57:11 main:574] : INFO : Epoch 1818 | loss: 0.0312198 | val_loss: 0.0312171 | Time: 2178.2 ms [2022-03-07 12:57:13 main:574] : INFO : Epoch 1819 | loss: 0.0312196 | val_loss: 0.0312178 | Time: 2177.04 ms [2022-03-07 12:57:15 main:574] : INFO : Epoch 1820 | loss: 0.0312211 | val_loss: 0.0312186 | Time: 2180.69 ms [2022-03-07 12:57:18 main:574] : INFO : Epoch 1821 | loss: 0.0312207 | val_loss: 0.0312175 | Time: 2182.61 ms [2022-03-07 12:57:20 main:574] : INFO : Epoch 1822 | loss: 0.0312202 | val_loss: 0.0312177 | Time: 2181.67 ms [2022-03-07 12:57:22 main:574] : INFO : Epoch 1823 | loss: 0.0312196 | val_loss: 0.0312172 | Time: 2170.88 ms [2022-03-07 12:57:24 main:574] : INFO : Epoch 1824 | loss: 0.0312205 | val_loss: 0.0312199 | Time: 2175.16 ms [2022-03-07 12:57:26 main:574] : INFO : Epoch 1825 | loss: 0.0312205 | val_loss: 0.0312175 | Time: 2183.08 ms [2022-03-07 12:57:28 main:574] : INFO : Epoch 1826 | loss: 0.0312203 | val_loss: 0.0312176 | Time: 2186.14 ms [2022-03-07 12:57:31 main:574] : INFO : Epoch 1827 | loss: 0.0312201 | val_loss: 0.0312179 | Time: 2182.19 ms [2022-03-07 12:57:33 main:574] : INFO : Epoch 1828 | loss: 0.0312209 | val_loss: 0.0312204 | Time: 2174.06 ms [2022-03-07 12:57:35 main:574] : INFO : Epoch 1829 | loss: 0.0312204 | val_loss: 0.0312176 | Time: 2183.85 ms [2022-03-07 12:57:37 main:574] : INFO : Epoch 1830 | loss: 0.0312207 | val_loss: 0.031219 | Time: 2182.52 ms [2022-03-07 12:57:39 main:574] : INFO : Epoch 1831 | loss: 0.0312202 | val_loss: 0.0312173 | Time: 2184.27 ms [2022-03-07 12:57:42 main:574] : INFO : Epoch 1832 | loss: 0.0312194 | val_loss: 0.0312169 | Time: 2177.25 ms [2022-03-07 12:57:44 main:574] : INFO : Epoch 1833 | loss: 0.0312191 | val_loss: 0.0312174 | Time: 2175.49 ms [2022-03-07 12:57:46 main:574] : INFO : Epoch 1834 | loss: 0.0312196 | val_loss: 0.0312175 | Time: 2181.4 ms [2022-03-07 12:57:48 main:574] : INFO : Epoch 1835 | loss: 0.0312195 | val_loss: 0.0312198 | Time: 2184.34 ms [2022-03-07 12:57:50 main:574] : INFO : Epoch 1836 | loss: 0.0312204 | val_loss: 0.0312181 | Time: 2178.21 ms [2022-03-07 12:57:52 main:574] : INFO : Epoch 1837 | loss: 0.0312195 | val_loss: 0.0312184 | Time: 2176.51 ms [2022-03-07 12:57:55 main:574] : INFO : Epoch 1838 | loss: 0.0312195 | val_loss: 0.0312182 | Time: 2181.71 ms [2022-03-07 12:57:57 main:574] : INFO : Epoch 1839 | loss: 0.0312196 | val_loss: 0.0312169 | Time: 2185.03 ms [2022-03-07 12:57:59 main:574] : INFO : Epoch 1840 | loss: 0.0312199 | val_loss: 0.0312168 | Time: 2182.37 ms [2022-03-07 12:58:01 main:574] : INFO : Epoch 1841 | loss: 0.0312196 | val_loss: 0.0312183 | Time: 2175.98 ms [2022-03-07 12:58:03 main:574] : INFO : Epoch 1842 | loss: 0.03122 | val_loss: 0.0312189 | Time: 2177.05 ms [2022-03-07 12:58:06 main:574] : INFO : Epoch 1843 | loss: 0.0312199 | val_loss: 0.0312182 | Time: 2178.91 ms [2022-03-07 12:58:08 main:574] : INFO : Epoch 1844 | loss: 0.0312201 | val_loss: 0.0312192 | Time: 2183.39 ms [2022-03-07 12:58:10 main:574] : INFO : Epoch 1845 | loss: 0.0312197 | val_loss: 0.0312168 | Time: 2182.63 ms [2022-03-07 12:58:12 main:574] : INFO : Epoch 1846 | loss: 0.0312196 | val_loss: 0.0312202 | Time: 2177.54 ms [2022-03-07 12:58:14 main:574] : INFO : Epoch 1847 | loss: 0.0312209 | val_loss: 0.0312173 | Time: 2184.52 ms [2022-03-07 12:58:16 main:574] : INFO : Epoch 1848 | loss: 0.0312203 | val_loss: 0.0312183 | Time: 2181.94 ms [2022-03-07 12:58:19 main:574] : INFO : Epoch 1849 | loss: 0.0312198 | val_loss: 0.0312189 | Time: 2182.03 ms [2022-03-07 12:58:21 main:574] : INFO : Epoch 1850 | loss: 0.0312207 | val_loss: 0.0312189 | Time: 2178.98 ms [2022-03-07 12:58:23 main:574] : INFO : Epoch 1851 | loss: 0.0312202 | val_loss: 0.0312179 | Time: 2179.69 ms [2022-03-07 12:58:25 main:574] : INFO : Epoch 1852 | loss: 0.0312199 | val_loss: 0.0312186 | Time: 2185.75 ms [2022-03-07 12:58:27 main:574] : INFO : Epoch 1853 | loss: 0.0312214 | val_loss: 0.0312184 | Time: 2181.43 ms [2022-03-07 12:58:30 main:574] : INFO : Epoch 1854 | loss: 0.0312213 | val_loss: 0.0312178 | Time: 2174.14 ms [2022-03-07 12:58:32 main:574] : INFO : Epoch 1855 | loss: 0.0312201 | val_loss: 0.031218 | Time: 2184.51 ms [2022-03-07 12:58:34 main:574] : INFO : Epoch 1856 | loss: 0.0312201 | val_loss: 0.031217 | Time: 2182.03 ms [2022-03-07 12:58:36 main:574] : INFO : Epoch 1857 | loss: 0.0312196 | val_loss: 0.0312175 | Time: 2179.1 ms [2022-03-07 12:58:38 main:574] : INFO : Epoch 1858 | loss: 0.0312193 | val_loss: 0.0312168 | Time: 2184.21 ms [2022-03-07 12:58:40 main:574] : INFO : Epoch 1859 | loss: 0.0312197 | val_loss: 0.0312174 | Time: 2171.27 ms [2022-03-07 12:58:43 main:574] : INFO : Epoch 1860 | loss: 0.0312206 | val_loss: 0.0312177 | Time: 2171.3 ms [2022-03-07 12:58:45 main:574] : INFO : Epoch 1861 | loss: 0.0312207 | val_loss: 0.0312252 | Time: 2178.03 ms [2022-03-07 12:58:47 main:574] : INFO : Epoch 1862 | loss: 0.0312216 | val_loss: 0.0312179 | Time: 2185.49 ms [2022-03-07 12:58:49 main:574] : INFO : Epoch 1863 | loss: 0.0312201 | val_loss: 0.0312171 | Time: 2182.12 ms [2022-03-07 12:58:51 main:574] : INFO : Epoch 1864 | loss: 0.031221 | val_loss: 0.0312173 | Time: 2169.59 ms [2022-03-07 12:58:54 main:574] : INFO : Epoch 1865 | loss: 0.03122 | val_loss: 0.0312176 | Time: 2175.13 ms [2022-03-07 12:58:56 main:574] : INFO : Epoch 1866 | loss: 0.0312204 | val_loss: 0.0312184 | Time: 2184.18 ms [2022-03-07 12:58:58 main:574] : INFO : Epoch 1867 | loss: 0.0312219 | val_loss: 0.0312187 | Time: 2185.1 ms [2022-03-07 12:59:00 main:574] : INFO : Epoch 1868 | loss: 0.0312196 | val_loss: 0.0312177 | Time: 2179.65 ms [2022-03-07 12:59:02 main:574] : INFO : Epoch 1869 | loss: 0.03122 | val_loss: 0.031218 | Time: 2176.35 ms [2022-03-07 12:59:04 main:574] : INFO : Epoch 1870 | loss: 0.0312198 | val_loss: 0.031218 | Time: 2180.88 ms [2022-03-07 12:59:07 main:574] : INFO : Epoch 1871 | loss: 0.0312212 | val_loss: 0.0312183 | Time: 2178.64 ms [2022-03-07 12:59:09 main:574] : INFO : Epoch 1872 | loss: 0.0312207 | val_loss: 0.0312202 | Time: 2182.46 ms [2022-03-07 12:59:11 main:574] : INFO : Epoch 1873 | loss: 0.0312206 | val_loss: 0.0312195 | Time: 2174.31 ms [2022-03-07 12:59:13 main:574] : INFO : Epoch 1874 | loss: 0.0312209 | val_loss: 0.0312168 | Time: 2182.97 ms [2022-03-07 12:59:15 main:574] : INFO : Epoch 1875 | loss: 0.0312196 | val_loss: 0.0312193 | Time: 2178.58 ms [2022-03-07 12:59:18 main:574] : INFO : Epoch 1876 | loss: 0.0312198 | val_loss: 0.0312173 | Time: 2184.72 ms [2022-03-07 12:59:20 main:574] : INFO : Epoch 1877 | loss: 0.0312203 | val_loss: 0.0312178 | Time: 2183.95 ms [2022-03-07 12:59:22 main:574] : INFO : Epoch 1878 | loss: 0.0312197 | val_loss: 0.0312202 | Time: 2177.58 ms [2022-03-07 12:59:24 main:574] : INFO : Epoch 1879 | loss: 0.0312209 | val_loss: 0.0312187 | Time: 2181.96 ms [2022-03-07 12:59:26 main:574] : INFO : Epoch 1880 | loss: 0.0312207 | val_loss: 0.0312207 | Time: 2181.92 ms [2022-03-07 12:59:28 main:574] : INFO : Epoch 1881 | loss: 0.0312207 | val_loss: 0.0312175 | Time: 2180.8 ms [2022-03-07 12:59:31 main:574] : INFO : Epoch 1882 | loss: 0.0312195 | val_loss: 0.0312172 | Time: 2174.77 ms [2022-03-07 12:59:33 main:574] : INFO : Epoch 1883 | loss: 0.0312195 | val_loss: 0.0312171 | Time: 2179.24 ms [2022-03-07 12:59:35 main:574] : INFO : Epoch 1884 | loss: 0.0312214 | val_loss: 0.0312225 | Time: 2178.61 ms [2022-03-07 12:59:37 main:574] : INFO : Epoch 1885 | loss: 0.0312216 | val_loss: 0.0312179 | Time: 2181.18 ms [2022-03-07 12:59:39 main:574] : INFO : Epoch 1886 | loss: 0.0312204 | val_loss: 0.0312177 | Time: 2184.13 ms [2022-03-07 12:59:42 main:574] : INFO : Epoch 1887 | loss: 0.0312205 | val_loss: 0.0312184 | Time: 2176.66 ms [2022-03-07 12:59:44 main:574] : INFO : Epoch 1888 | loss: 0.0312201 | val_loss: 0.0312182 | Time: 2172.33 ms [2022-03-07 12:59:46 main:574] : INFO : Epoch 1889 | loss: 0.0312216 | val_loss: 0.0312207 | Time: 2180.81 ms [2022-03-07 12:59:48 main:574] : INFO : Epoch 1890 | loss: 0.0312226 | val_loss: 0.0312175 | Time: 2182.77 ms [2022-03-07 12:59:50 main:574] : INFO : Epoch 1891 | loss: 0.0312207 | val_loss: 0.0312176 | Time: 2184.07 ms [2022-03-07 12:59:52 main:574] : INFO : Epoch 1892 | loss: 0.0312209 | val_loss: 0.0312182 | Time: 2181.47 ms [2022-03-07 12:59:55 main:574] : INFO : Epoch 1893 | loss: 0.0312199 | val_loss: 0.0312171 | Time: 2179.23 ms [2022-03-07 12:59:57 main:574] : INFO : Epoch 1894 | loss: 0.0312195 | val_loss: 0.0312176 | Time: 2182.25 ms [2022-03-07 12:59:59 main:574] : INFO : Epoch 1895 | loss: 0.0312201 | val_loss: 0.0312185 | Time: 2187.01 ms [2022-03-07 13:00:01 main:574] : INFO : Epoch 1896 | loss: 0.0312211 | val_loss: 0.0312175 | Time: 2175.26 ms [2022-03-07 13:00:03 main:574] : INFO : Epoch 1897 | loss: 0.0312196 | val_loss: 0.0312191 | Time: 2179.6 ms [2022-03-07 13:00:06 main:574] : INFO : Epoch 1898 | loss: 0.0312206 | val_loss: 0.0312173 | Time: 2183.57 ms [2022-03-07 13:00:08 main:574] : INFO : Epoch 1899 | loss: 0.0312201 | val_loss: 0.031218 | Time: 2184.71 ms [2022-03-07 13:00:10 main:574] : INFO : Epoch 1900 | loss: 0.0312216 | val_loss: 0.0312174 | Time: 2179.79 ms [2022-03-07 13:00:12 main:574] : INFO : Epoch 1901 | loss: 0.0312204 | val_loss: 0.0312176 | Time: 2180.49 ms [2022-03-07 13:00:14 main:574] : INFO : Epoch 1902 | loss: 0.0312206 | val_loss: 0.0312175 | Time: 2177.49 ms [2022-03-07 13:00:16 main:574] : INFO : Epoch 1903 | loss: 0.0312203 | val_loss: 0.0312171 | Time: 2181.93 ms [2022-03-07 13:00:19 main:574] : INFO : Epoch 1904 | loss: 0.0312214 | val_loss: 0.0312234 | Time: 2186.45 ms [2022-03-07 13:00:21 main:574] : INFO : Epoch 1905 | loss: 0.0312225 | val_loss: 0.0312201 | Time: 2177.21 ms [2022-03-07 13:00:23 main:574] : INFO : Epoch 1906 | loss: 0.0312206 | val_loss: 0.0312174 | Time: 2180.05 ms [2022-03-07 13:00:25 main:574] : INFO : Epoch 1907 | loss: 0.0312215 | val_loss: 0.0312212 | Time: 2186.89 ms [2022-03-07 13:00:27 main:574] : INFO : Epoch 1908 | loss: 0.0312206 | val_loss: 0.0312172 | Time: 2181.84 ms [2022-03-07 13:00:30 main:574] : INFO : Epoch 1909 | loss: 0.03122 | val_loss: 0.0312183 | Time: 2174.05 ms [2022-03-07 13:00:32 main:574] : INFO : Epoch 1910 | loss: 0.031221 | val_loss: 0.0312195 | Time: 2180.08 ms [2022-03-07 13:00:34 main:574] : INFO : Epoch 1911 | loss: 0.0312218 | val_loss: 0.0312192 | Time: 2184.68 ms [2022-03-07 13:00:36 main:574] : INFO : Epoch 1912 | loss: 0.0312199 | val_loss: 0.0312171 | Time: 2185.77 ms [2022-03-07 13:00:38 main:574] : INFO : Epoch 1913 | loss: 0.0312214 | val_loss: 0.0312199 | Time: 2182.78 ms [2022-03-07 13:00:40 main:574] : INFO : Epoch 1914 | loss: 0.0312211 | val_loss: 0.0312177 | Time: 2180.51 ms [2022-03-07 13:00:43 main:574] : INFO : Epoch 1915 | loss: 0.0312223 | val_loss: 0.0312197 | Time: 2178.5 ms [2022-03-07 13:00:45 main:574] : INFO : Epoch 1916 | loss: 0.0312204 | val_loss: 0.0312179 | Time: 2186.42 ms [2022-03-07 13:00:47 main:574] : INFO : Epoch 1917 | loss: 0.0312197 | val_loss: 0.0312187 | Time: 2181.27 ms [2022-03-07 13:00:49 main:574] : INFO : Epoch 1918 | loss: 0.0312195 | val_loss: 0.0312218 | Time: 2179.8 ms [2022-03-07 13:00:51 main:574] : INFO : Epoch 1919 | loss: 0.0312208 | val_loss: 0.031218 | Time: 2177.42 ms [2022-03-07 13:00:54 main:574] : INFO : Epoch 1920 | loss: 0.031221 | val_loss: 0.031217 | Time: 2185.26 ms [2022-03-07 13:00:56 main:574] : INFO : Epoch 1921 | loss: 0.0312199 | val_loss: 0.0312173 | Time: 2180.16 ms [2022-03-07 13:00:58 main:574] : INFO : Epoch 1922 | loss: 0.0312213 | val_loss: 0.0312193 | Time: 2181.08 ms [2022-03-07 13:01:00 main:574] : INFO : Epoch 1923 | loss: 0.0312197 | val_loss: 0.0312173 | Time: 2181.19 ms [2022-03-07 13:01:02 main:574] : INFO : Epoch 1924 | loss: 0.0312193 | val_loss: 0.0312169 | Time: 2182.47 ms [2022-03-07 13:01:05 main:574] : INFO : Epoch 1925 | loss: 0.0312202 | val_loss: 0.0312188 | Time: 2181.86 ms [2022-03-07 13:01:07 main:574] : INFO : Epoch 1926 | loss: 0.0312225 | val_loss: 0.0312188 | Time: 2180.67 ms [2022-03-07 13:01:09 main:574] : INFO : Epoch 1927 | loss: 0.0312211 | val_loss: 0.0312179 | Time: 2175.3 ms [2022-03-07 13:01:11 main:574] : INFO : Epoch 1928 | loss: 0.0312205 | val_loss: 0.0312173 | Time: 2179.19 ms [2022-03-07 13:01:13 main:574] : INFO : Epoch 1929 | loss: 0.0312207 | val_loss: 0.0312182 | Time: 2181.47 ms [2022-03-07 13:01:15 main:574] : INFO : Epoch 1930 | loss: 0.031221 | val_loss: 0.0312171 | Time: 2181.51 ms [2022-03-07 13:01:18 main:574] : INFO : Epoch 1931 | loss: 0.0312202 | val_loss: 0.0312169 | Time: 2175.2 ms [2022-03-07 13:01:20 main:574] : INFO : Epoch 1932 | loss: 0.0312199 | val_loss: 0.0312174 | Time: 2175.92 ms [2022-03-07 13:01:22 main:574] : INFO : Epoch 1933 | loss: 0.0312208 | val_loss: 0.0312181 | Time: 2182.33 ms [2022-03-07 13:01:24 main:574] : INFO : Epoch 1934 | loss: 0.0312205 | val_loss: 0.0312193 | Time: 2180.74 ms [2022-03-07 13:01:26 main:574] : INFO : Epoch 1935 | loss: 0.0312215 | val_loss: 0.0312181 | Time: 2188.4 ms [2022-03-07 13:01:29 main:574] : INFO : Epoch 1936 | loss: 0.0312206 | val_loss: 0.0312203 | Time: 2179.58 ms [2022-03-07 13:01:31 main:574] : INFO : Epoch 1937 | loss: 0.031221 | val_loss: 0.0312183 | Time: 2180.44 ms [2022-03-07 13:01:33 main:574] : INFO : Epoch 1938 | loss: 0.0312204 | val_loss: 0.0312177 | Time: 2184.27 ms [2022-03-07 13:01:35 main:574] : INFO : Epoch 1939 | loss: 0.0312219 | val_loss: 0.0312222 | Time: 2186.56 ms [2022-03-07 13:01:37 main:574] : INFO : Epoch 1940 | loss: 0.0312212 | val_loss: 0.031217 | Time: 2176.28 ms [2022-03-07 13:01:39 main:574] : INFO : Epoch 1941 | loss: 0.0312196 | val_loss: 0.0312178 | Time: 2170.58 ms [2022-03-07 13:01:42 main:574] : INFO : Epoch 1942 | loss: 0.0312201 | val_loss: 0.0312169 | Time: 2177.71 ms [2022-03-07 13:01:44 main:574] : INFO : Epoch 1943 | loss: 0.0312194 | val_loss: 0.0312182 | Time: 2180.6 ms [2022-03-07 13:01:46 main:574] : INFO : Epoch 1944 | loss: 0.0312201 | val_loss: 0.0312174 | Time: 2186.78 ms [2022-03-07 13:01:48 main:574] : INFO : Epoch 1945 | loss: 0.0312211 | val_loss: 0.0312197 | Time: 2184.67 ms [2022-03-07 13:01:50 main:574] : INFO : Epoch 1946 | loss: 0.0312204 | val_loss: 0.0312178 | Time: 2180.36 ms [2022-03-07 13:01:53 main:574] : INFO : Epoch 1947 | loss: 0.031221 | val_loss: 0.0312178 | Time: 2176.24 ms [2022-03-07 13:01:55 main:574] : INFO : Epoch 1948 | loss: 0.0312205 | val_loss: 0.0312173 | Time: 2182.72 ms [2022-03-07 13:01:57 main:574] : INFO : Epoch 1949 | loss: 0.0312203 | val_loss: 0.0312174 | Time: 2171.73 ms [2022-03-07 13:01:59 main:574] : INFO : Epoch 1950 | loss: 0.0312215 | val_loss: 0.0312186 | Time: 2177.51 ms [2022-03-07 13:02:01 main:574] : INFO : Epoch 1951 | loss: 0.0312204 | val_loss: 0.0312176 | Time: 2175.68 ms [2022-03-07 13:02:03 main:574] : INFO : Epoch 1952 | loss: 0.0312208 | val_loss: 0.0312187 | Time: 2178.19 ms [2022-03-07 13:02:06 main:574] : INFO : Epoch 1953 | loss: 0.03122 | val_loss: 0.0312169 | Time: 2181.53 ms [2022-03-07 13:02:08 main:574] : INFO : Epoch 1954 | loss: 0.0312194 | val_loss: 0.0312182 | Time: 2182.91 ms [2022-03-07 13:02:10 main:574] : INFO : Epoch 1955 | loss: 0.0312204 | val_loss: 0.0312194 | Time: 2177.89 ms [2022-03-07 13:02:12 main:574] : INFO : Epoch 1956 | loss: 0.0312207 | val_loss: 0.0312173 | Time: 2178.8 ms [2022-03-07 13:02:14 main:574] : INFO : Epoch 1957 | loss: 0.0312204 | val_loss: 0.0312173 | Time: 2177.7 ms [2022-03-07 13:02:16 main:574] : INFO : Epoch 1958 | loss: 0.0312201 | val_loss: 0.0312172 | Time: 2185.24 ms [2022-03-07 13:02:19 main:574] : INFO : Epoch 1959 | loss: 0.031221 | val_loss: 0.0312191 | Time: 2173.6 ms [2022-03-07 13:02:21 main:574] : INFO : Epoch 1960 | loss: 0.03122 | val_loss: 0.0312181 | Time: 2180.59 ms [2022-03-07 13:02:23 main:574] : INFO : Epoch 1961 | loss: 0.0312202 | val_loss: 0.0312175 | Time: 2180.55 ms [2022-03-07 13:02:25 main:574] : INFO : Epoch 1962 | loss: 0.0312193 | val_loss: 0.0312173 | Time: 2182.75 ms [2022-03-07 13:02:27 main:574] : INFO : Epoch 1963 | loss: 0.0312205 | val_loss: 0.0312184 | Time: 2178.16 ms [2022-03-07 13:02:30 main:574] : INFO : Epoch 1964 | loss: 0.0312204 | val_loss: 0.0312178 | Time: 2178.51 ms [2022-03-07 13:02:32 main:574] : INFO : Epoch 1965 | loss: 0.0312199 | val_loss: 0.0312178 | Time: 2179.62 ms [2022-03-07 13:02:34 main:574] : INFO : Epoch 1966 | loss: 0.031221 | val_loss: 0.0312175 | Time: 2182.41 ms [2022-03-07 13:02:36 main:574] : INFO : Epoch 1967 | loss: 0.0312211 | val_loss: 0.0312196 | Time: 2180.92 ms [2022-03-07 13:02:38 main:574] : INFO : Epoch 1968 | loss: 0.031221 | val_loss: 0.031217 | Time: 2175.06 ms [2022-03-07 13:02:40 main:574] : INFO : Epoch 1969 | loss: 0.0312199 | val_loss: 0.0312186 | Time: 2182.61 ms [2022-03-07 13:02:43 main:574] : INFO : Epoch 1970 | loss: 0.0312198 | val_loss: 0.0312192 | Time: 2181.38 ms [2022-03-07 13:02:45 main:574] : INFO : Epoch 1971 | loss: 0.0312196 | val_loss: 0.0312178 | Time: 2181.06 ms [2022-03-07 13:02:47 main:574] : INFO : Epoch 1972 | loss: 0.0312206 | val_loss: 0.031218 | Time: 2175.58 ms [2022-03-07 13:02:49 main:574] : INFO : Epoch 1973 | loss: 0.0312208 | val_loss: 0.0312177 | Time: 2181.03 ms [2022-03-07 13:02:51 main:574] : INFO : Epoch 1974 | loss: 0.0312219 | val_loss: 0.0312181 | Time: 2178 ms [2022-03-07 13:02:54 main:574] : INFO : Epoch 1975 | loss: 0.0312203 | val_loss: 0.031219 | Time: 2181.78 ms [2022-03-07 13:02:56 main:574] : INFO : Epoch 1976 | loss: 0.0312213 | val_loss: 0.0312174 | Time: 2187.3 ms [2022-03-07 13:02:58 main:574] : INFO : Epoch 1977 | loss: 0.0312204 | val_loss: 0.031218 | Time: 2171.4 ms [2022-03-07 13:03:00 main:574] : INFO : Epoch 1978 | loss: 0.0312202 | val_loss: 0.0312178 | Time: 2173.37 ms [2022-03-07 13:03:02 main:574] : INFO : Epoch 1979 | loss: 0.0312215 | val_loss: 0.0312182 | Time: 2171.71 ms [2022-03-07 13:03:04 main:574] : INFO : Epoch 1980 | loss: 0.031223 | val_loss: 0.0312175 | Time: 2180.84 ms [2022-03-07 13:03:07 main:574] : INFO : Epoch 1981 | loss: 0.03122 | val_loss: 0.0312179 | Time: 2174.26 ms [2022-03-07 13:03:09 main:574] : INFO : Epoch 1982 | loss: 0.0312199 | val_loss: 0.031218 | Time: 2182.15 ms [2022-03-07 13:03:11 main:574] : INFO : Epoch 1983 | loss: 0.0312204 | val_loss: 0.0312172 | Time: 2179.15 ms [2022-03-07 13:03:13 main:574] : INFO : Epoch 1984 | loss: 0.0312199 | val_loss: 0.0312178 | Time: 2181.89 ms [2022-03-07 13:03:15 main:574] : INFO : Epoch 1985 | loss: 0.0312203 | val_loss: 0.0312169 | Time: 2183.49 ms [2022-03-07 13:03:18 main:574] : INFO : Epoch 1986 | loss: 0.031221 | val_loss: 0.0312226 | Time: 2186.05 ms [2022-03-07 13:03:20 main:574] : INFO : Epoch 1987 | loss: 0.0312225 | val_loss: 0.0312179 | Time: 2181.76 ms [2022-03-07 13:03:22 main:574] : INFO : Epoch 1988 | loss: 0.0312227 | val_loss: 0.031224 | Time: 2175.61 ms [2022-03-07 13:03:24 main:574] : INFO : Epoch 1989 | loss: 0.0312249 | val_loss: 0.0312192 | Time: 2183.44 ms [2022-03-07 13:03:26 main:574] : INFO : Epoch 1990 | loss: 0.0312215 | val_loss: 0.0312181 | Time: 2184.39 ms [2022-03-07 13:03:28 main:574] : INFO : Epoch 1991 | loss: 0.0312202 | val_loss: 0.0312178 | Time: 2178.2 ms [2022-03-07 13:03:31 main:574] : INFO : Epoch 1992 | loss: 0.0312203 | val_loss: 0.0312174 | Time: 2174.76 ms [2022-03-07 13:03:33 main:574] : INFO : Epoch 1993 | loss: 0.0312203 | val_loss: 0.0312173 | Time: 2183.26 ms [2022-03-07 13:03:35 main:574] : INFO : Epoch 1994 | loss: 0.0312202 | val_loss: 0.0312188 | Time: 2184.36 ms [2022-03-07 13:03:37 main:574] : INFO : Epoch 1995 | loss: 0.0312205 | val_loss: 0.0312198 | Time: 2182.47 ms [2022-03-07 13:03:39 main:574] : INFO : Epoch 1996 | loss: 0.0312198 | val_loss: 0.0312181 | Time: 2176.33 ms [2022-03-07 13:03:42 main:574] : INFO : Epoch 1997 | loss: 0.0312201 | val_loss: 0.0312176 | Time: 2178.76 ms [2022-03-07 13:03:44 main:574] : INFO : Epoch 1998 | loss: 0.03122 | val_loss: 0.0312173 | Time: 2182.52 ms [2022-03-07 13:03:46 main:574] : INFO : Epoch 1999 | loss: 0.0312199 | val_loss: 0.0312197 | Time: 2184.17 ms [2022-03-07 13:03:48 main:574] : INFO : Epoch 2000 | loss: 0.0312206 | val_loss: 0.0312179 | Time: 2176.87 ms [2022-03-07 13:03:50 main:574] : INFO : Epoch 2001 | loss: 0.0312205 | val_loss: 0.0312189 | Time: 2176.23 ms [2022-03-07 13:03:53 main:574] : INFO : Epoch 2002 | loss: 0.0312213 | val_loss: 0.0312172 | Time: 2181.84 ms [2022-03-07 13:03:55 main:574] : INFO : Epoch 2003 | loss: 0.0312199 | val_loss: 0.0312181 | Time: 2182.11 ms [2022-03-07 13:03:57 main:574] : INFO : Epoch 2004 | loss: 0.0312224 | val_loss: 0.0312184 | Time: 2182.04 ms [2022-03-07 13:03:59 main:574] : INFO : Epoch 2005 | loss: 0.0312214 | val_loss: 0.0312172 | Time: 2180.5 ms [2022-03-07 13:04:01 main:574] : INFO : Epoch 2006 | loss: 0.0312215 | val_loss: 0.0312252 | Time: 2178.7 ms [2022-03-07 13:04:03 main:574] : INFO : Epoch 2007 | loss: 0.031222 | val_loss: 0.0312179 | Time: 2183.3 ms [2022-03-07 13:04:06 main:574] : INFO : Epoch 2008 | loss: 0.0312214 | val_loss: 0.0312185 | Time: 2185.22 ms [2022-03-07 13:04:08 main:574] : INFO : Epoch 2009 | loss: 0.0312202 | val_loss: 0.0312176 | Time: 2177.56 ms [2022-03-07 13:04:10 main:574] : INFO : Epoch 2010 | loss: 0.0312212 | val_loss: 0.0312178 | Time: 2176.61 ms [2022-03-07 13:04:12 main:574] : INFO : Epoch 2011 | loss: 0.0312198 | val_loss: 0.0312182 | Time: 2183.92 ms [2022-03-07 13:04:14 main:574] : INFO : Epoch 2012 | loss: 0.0312205 | val_loss: 0.0312182 | Time: 2188.12 ms [2022-03-07 13:04:17 main:574] : INFO : Epoch 2013 | loss: 0.0312212 | val_loss: 0.0312176 | Time: 2179.6 ms [2022-03-07 13:04:19 main:574] : INFO : Epoch 2014 | loss: 0.0312199 | val_loss: 0.0312172 | Time: 2177.76 ms [2022-03-07 13:04:21 main:574] : INFO : Epoch 2015 | loss: 0.0312195 | val_loss: 0.0312173 | Time: 2183.79 ms [2022-03-07 13:04:23 main:574] : INFO : Epoch 2016 | loss: 0.0312202 | val_loss: 0.031217 | Time: 2183.75 ms [2022-03-07 13:04:25 main:574] : INFO : Epoch 2017 | loss: 0.0312233 | val_loss: 0.031219 | Time: 2183.96 ms [2022-03-07 13:04:27 main:574] : INFO : Epoch 2018 | loss: 0.0312211 | val_loss: 0.0312197 | Time: 2177.09 ms [2022-03-07 13:04:30 main:574] : INFO : Epoch 2019 | loss: 0.0312213 | val_loss: 0.0312172 | Time: 2182.01 ms [2022-03-07 13:04:32 main:574] : INFO : Epoch 2020 | loss: 0.0312208 | val_loss: 0.0312197 | Time: 2184.12 ms [2022-03-07 13:04:34 main:574] : INFO : Epoch 2021 | loss: 0.031221 | val_loss: 0.0312177 | Time: 2183.78 ms [2022-03-07 13:04:36 main:574] : INFO : Epoch 2022 | loss: 0.0312205 | val_loss: 0.0312175 | Time: 2175.97 ms [2022-03-07 13:04:38 main:574] : INFO : Epoch 2023 | loss: 0.0312213 | val_loss: 0.0312194 | Time: 2186.77 ms [2022-03-07 13:04:41 main:574] : INFO : Epoch 2024 | loss: 0.0312207 | val_loss: 0.031217 | Time: 2183.94 ms [2022-03-07 13:04:43 main:574] : INFO : Epoch 2025 | loss: 0.031221 | val_loss: 0.0312179 | Time: 2183.7 ms [2022-03-07 13:04:45 main:574] : INFO : Epoch 2026 | loss: 0.0312202 | val_loss: 0.0312175 | Time: 2177.54 ms [2022-03-07 13:04:47 main:574] : INFO : Epoch 2027 | loss: 0.0312197 | val_loss: 0.0312173 | Time: 2183.1 ms [2022-03-07 13:04:49 main:574] : INFO : Epoch 2028 | loss: 0.0312204 | val_loss: 0.031218 | Time: 2179.39 ms [2022-03-07 13:04:51 main:574] : INFO : Epoch 2029 | loss: 0.0312198 | val_loss: 0.0312174 | Time: 2185.91 ms [2022-03-07 13:04:54 main:574] : INFO : Epoch 2030 | loss: 0.0312202 | val_loss: 0.0312185 | Time: 2180.94 ms [2022-03-07 13:04:56 main:574] : INFO : Epoch 2031 | loss: 0.0312218 | val_loss: 0.031222 | Time: 2179.6 ms [2022-03-07 13:04:58 main:574] : INFO : Epoch 2032 | loss: 0.0312238 | val_loss: 0.0312176 | Time: 2176.18 ms [2022-03-07 13:05:00 main:574] : INFO : Epoch 2033 | loss: 0.0312236 | val_loss: 0.0312233 | Time: 2182.3 ms [2022-03-07 13:05:02 main:574] : INFO : Epoch 2034 | loss: 0.0312203 | val_loss: 0.0312171 | Time: 2176.56 ms [2022-03-07 13:05:05 main:574] : INFO : Epoch 2035 | loss: 0.03122 | val_loss: 0.0312186 | Time: 2183.95 ms [2022-03-07 13:05:07 main:574] : INFO : Epoch 2036 | loss: 0.0312203 | val_loss: 0.0312173 | Time: 2183.45 ms [2022-03-07 13:05:09 main:574] : INFO : Epoch 2037 | loss: 0.0312205 | val_loss: 0.0312197 | Time: 2183.57 ms [2022-03-07 13:05:11 main:574] : INFO : Epoch 2038 | loss: 0.0312204 | val_loss: 0.0312177 | Time: 2179.5 ms [2022-03-07 13:05:13 main:574] : INFO : Epoch 2039 | loss: 0.0312209 | val_loss: 0.0312179 | Time: 2182.45 ms [2022-03-07 13:05:15 main:574] : INFO : Epoch 2040 | loss: 0.0312201 | val_loss: 0.0312183 | Time: 2180.81 ms [2022-03-07 13:05:18 main:574] : INFO : Epoch 2041 | loss: 0.0312205 | val_loss: 0.0312182 | Time: 2180.95 ms [2022-03-07 13:05:20 main:574] : INFO : Epoch 2042 | loss: 0.0312212 | val_loss: 0.0312176 | Time: 2187 ms [2022-03-07 13:05:22 main:574] : INFO : Epoch 2043 | loss: 0.0312208 | val_loss: 0.0312177 | Time: 2179.34 ms [2022-03-07 13:05:24 main:574] : INFO : Epoch 2044 | loss: 0.0312212 | val_loss: 0.0312178 | Time: 2182.02 ms [2022-03-07 13:05:26 main:574] : INFO : Epoch 2045 | loss: 0.031221 | val_loss: 0.0312179 | Time: 2188.18 ms [2022-03-07 13:05:29 main:574] : INFO : Epoch 2046 | loss: 0.0312214 | val_loss: 0.031221 | Time: 2177.74 ms [2022-03-07 13:05:31 main:574] : INFO : Epoch 2047 | loss: 0.0312221 | val_loss: 0.031218 | Time: 2181.16 ms [2022-03-07 13:05:33 main:574] : INFO : Epoch 2048 | loss: 0.0312225 | val_loss: 0.0312184 | Time: 2183.07 ms [2022-03-07 13:05:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312184 [2022-03-07 13:05:33 main:603] : INFO : Saving end state to config to file [2022-03-07 13:05:33 main:608] : INFO : Success, exiting.. 13:05:33 (1696): 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)