Task 11082323
| Name | ParityModified-1638629636-7804-3-0_0 |
| Workunit | 8367085 |
| Created | 26 Jan 2022, 11:33:57 UTC |
| Sent | 12 Feb 2022, 18:59:02 UTC |
| Report deadline | 20 Feb 2022, 18:59:02 UTC |
| Received | 13 Feb 2022, 7:21:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17996 |
| Run time | 1 hours 11 min 3 sec |
| CPU time | 1 hours 10 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,899.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 03:50 main:574] : INFO : Epoch 1542 | loss: 0.0312173 | val_loss: 0.0312207 | Time: 2073.06 ms [2022-02-13 01:03:52 main:574] : INFO : Epoch 1543 | loss: 0.0312186 | val_loss: 0.0312214 | Time: 2115.56 ms [2022-02-13 01:03:54 main:574] : INFO : Epoch 1544 | loss: 0.0312192 | val_loss: 0.0312202 | Time: 2090.76 ms [2022-02-13 01:03:56 main:574] : INFO : Epoch 1545 | loss: 0.0312177 | val_loss: 0.031221 | Time: 2080.3 ms [2022-02-13 01:03:58 main:574] : INFO : Epoch 1546 | loss: 0.0312175 | val_loss: 0.0312198 | Time: 2078.44 ms [2022-02-13 01:04:00 main:574] : INFO : Epoch 1547 | loss: 0.0312184 | val_loss: 0.0312219 | Time: 2097.65 ms [2022-02-13 01:04:02 main:574] : INFO : Epoch 1548 | loss: 0.0312191 | val_loss: 0.0312216 | Time: 2038.94 ms [2022-02-13 01:04:04 main:574] : INFO : Epoch 1549 | loss: 0.031222 | val_loss: 0.0312237 | Time: 2094.88 ms [2022-02-13 01:04:06 main:574] : INFO : Epoch 1550 | loss: 0.0312215 | val_loss: 0.0312208 | Time: 2038.32 ms [2022-02-13 01:04:08 main:574] : INFO : Epoch 1551 | loss: 0.0312188 | val_loss: 0.0312202 | Time: 2102.99 ms [2022-02-13 01:04:10 main:574] : INFO : Epoch 1552 | loss: 0.0312183 | val_loss: 0.0312218 | Time: 2107.51 ms [2022-02-13 01:04:13 main:574] : INFO : Epoch 1553 | loss: 0.0312245 | val_loss: 0.0312307 | Time: 2079.36 ms [2022-02-13 01:04:15 main:574] : INFO : Epoch 1554 | loss: 0.0327714 | val_loss: 0.0541912 | Time: 2119.45 ms [2022-02-13 01:04:17 main:574] : INFO : Epoch 1555 | loss: 0.0474662 | val_loss: 0.0402026 | Time: 2158.01 ms [2022-02-13 01:04:19 main:574] : INFO : Epoch 1556 | loss: 0.0342564 | val_loss: 0.0315024 | Time: 2070.45 ms [2022-02-13 01:04:21 main:574] : INFO : Epoch 1557 | loss: 0.0315088 | val_loss: 0.0313483 | Time: 2082.12 ms [2022-02-13 01:04:23 main:574] : INFO : Epoch 1558 | loss: 0.0312982 | val_loss: 0.0312673 | Time: 2050.16 ms [2022-02-13 01:04:25 main:574] : INFO : Epoch 1559 | loss: 0.0312596 | val_loss: 0.0312526 | Time: 2082.22 ms [2022-02-13 01:04:27 main:574] : INFO : Epoch 1560 | loss: 0.0312517 | val_loss: 0.0312502 | Time: 2083.04 ms [2022-02-13 01:04:29 main:574] : INFO : Epoch 1561 | loss: 0.0312499 | val_loss: 0.031249 | Time: 2088.59 ms [2022-02-13 01:04:31 main:574] : INFO : Epoch 1562 | loss: 0.0312487 | val_loss: 0.031248 | Time: 2060.49 ms [2022-02-13 01:04:33 main:574] : INFO : Epoch 1563 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 2075.38 ms [2022-02-13 01:04:36 main:574] : INFO : Epoch 1564 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2091.19 ms [2022-02-13 01:04:38 main:574] : INFO : Epoch 1565 | loss: 0.0312446 | val_loss: 0.0312438 | Time: 2082.27 ms [2022-02-13 01:04:40 main:574] : INFO : Epoch 1566 | loss: 0.0312429 | val_loss: 0.031242 | Time: 2051.36 ms [2022-02-13 01:04:42 main:574] : INFO : Epoch 1567 | loss: 0.0312411 | val_loss: 0.03124 | Time: 2081.31 ms [2022-02-13 01:04:44 main:574] : INFO : Epoch 1568 | loss: 0.031239 | val_loss: 0.0312377 | Time: 2080.46 ms [2022-02-13 01:04:46 main:574] : INFO : Epoch 1569 | loss: 0.0312368 | val_loss: 0.0312359 | Time: 2045.62 ms [2022-02-13 01:04:48 main:574] : INFO : Epoch 1570 | loss: 0.0312349 | val_loss: 0.031234 | Time: 2125.48 ms [2022-02-13 01:04:50 main:574] : INFO : Epoch 1571 | loss: 0.0312333 | val_loss: 0.0312326 | Time: 2054.99 ms [2022-02-13 01:04:52 main:574] : INFO : Epoch 1572 | loss: 0.0312321 | val_loss: 0.0312316 | Time: 2099.7 ms [2022-02-13 01:04:54 main:574] : INFO : Epoch 1573 | loss: 0.0312316 | val_loss: 0.0312307 | Time: 2065.48 ms [2022-02-13 01:04:56 main:574] : INFO : Epoch 1574 | loss: 0.0312305 | val_loss: 0.03123 | Time: 2056.71 ms [2022-02-13 01:04:58 main:574] : INFO : Epoch 1575 | loss: 0.0312296 | val_loss: 0.0312293 | Time: 2077.37 ms [2022-02-13 01:05:00 main:574] : INFO : Epoch 1576 | loss: 0.0312287 | val_loss: 0.0312286 | Time: 2081.05 ms [2022-02-13 01:05:03 main:574] : INFO : Epoch 1577 | loss: 0.0312283 | val_loss: 0.031229 | Time: 2073.08 ms [2022-02-13 01:05:05 main:574] : INFO : Epoch 1578 | loss: 0.0312281 | val_loss: 0.0312278 | Time: 2079.97 ms [2022-02-13 01:05:07 main:574] : INFO : Epoch 1579 | loss: 0.0312278 | val_loss: 0.031228 | Time: 2085.81 ms [2022-02-13 01:05:09 main:574] : INFO : Epoch 1580 | loss: 0.0312293 | val_loss: 0.0312296 | Time: 2072.71 ms [2022-02-13 01:05:11 main:574] : INFO : Epoch 1581 | loss: 0.0312272 | val_loss: 0.0312258 | Time: 2076.23 ms [2022-02-13 01:05:13 main:574] : INFO : Epoch 1582 | loss: 0.0312256 | val_loss: 0.0312255 | Time: 2083.79 ms [2022-02-13 01:05:15 main:574] : INFO : Epoch 1583 | loss: 0.0312253 | val_loss: 0.0312247 | Time: 2058.8 ms [2022-02-13 01:05:17 main:574] : INFO : Epoch 1584 | loss: 0.0312245 | val_loss: 0.0312246 | Time: 2099.34 ms [2022-02-13 01:05:19 main:574] : INFO : Epoch 1585 | loss: 0.0312237 | val_loss: 0.0312255 | Time: 2120.93 ms [2022-02-13 01:05:21 main:574] : INFO : Epoch 1586 | loss: 0.0312241 | val_loss: 0.0312238 | Time: 2137.64 ms [2022-02-13 01:05:24 main:574] : INFO : Epoch 1587 | loss: 0.0312242 | val_loss: 0.0312244 | Time: 2118.48 ms [2022-02-13 01:05:26 main:574] : INFO : Epoch 1588 | loss: 0.0312228 | val_loss: 0.0312232 | Time: 2101.13 ms [2022-02-13 01:05:28 main:574] : INFO : Epoch 1589 | loss: 0.0312228 | val_loss: 0.031223 | Time: 2090.52 ms [2022-02-13 01:05:30 main:574] : INFO : Epoch 1590 | loss: 0.0312224 | val_loss: 0.0312248 | Time: 2075.46 ms [2022-02-13 01:05:32 main:574] : INFO : Epoch 1591 | loss: 0.0312223 | val_loss: 0.0312227 | Time: 2094.15 ms [2022-02-13 01:05:34 main:574] : INFO : Epoch 1592 | loss: 0.0312223 | val_loss: 0.0312229 | Time: 2101.07 ms [2022-02-13 01:05:36 main:574] : INFO : Epoch 1593 | loss: 0.031222 | val_loss: 0.0312233 | Time: 2050.2 ms [2022-02-13 01:05:38 main:574] : INFO : Epoch 1594 | loss: 0.0312226 | val_loss: 0.0312244 | Time: 2114.54 ms [2022-02-13 01:05:40 main:574] : INFO : Epoch 1595 | loss: 0.0312222 | val_loss: 0.0312219 | Time: 2097.05 ms [2022-02-13 01:05:42 main:574] : INFO : Epoch 1596 | loss: 0.0312213 | val_loss: 0.0312221 | Time: 2071.74 ms [2022-02-13 01:05:45 main:574] : INFO : Epoch 1597 | loss: 0.031221 | val_loss: 0.0312219 | Time: 2112.01 ms [2022-02-13 01:05:47 main:574] : INFO : Epoch 1598 | loss: 0.0312209 | val_loss: 0.0312212 | Time: 2096.05 ms [2022-02-13 01:05:49 main:574] : INFO : Epoch 1599 | loss: 0.0312207 | val_loss: 0.0312251 | Time: 2189.81 ms [2022-02-13 01:05:51 main:574] : INFO : Epoch 1600 | loss: 0.0312211 | val_loss: 0.031221 | Time: 2122.68 ms [2022-02-13 01:05:53 main:574] : INFO : Epoch 1601 | loss: 0.0312206 | val_loss: 0.0312218 | Time: 2104.63 ms [2022-02-13 01:05:55 main:574] : INFO : Epoch 1602 | loss: 0.0312206 | val_loss: 0.0312221 | Time: 2072.4 ms [2022-02-13 01:05:57 main:574] : INFO : Epoch 1603 | loss: 0.0312198 | val_loss: 0.0312208 | Time: 2059.69 ms [2022-02-13 01:05:59 main:574] : INFO : Epoch 1604 | loss: 0.0312194 | val_loss: 0.0312206 | Time: 2120.28 ms [2022-02-13 01:06:01 main:574] : INFO : Epoch 1605 | loss: 0.0312194 | val_loss: 0.0312204 | Time: 2102.33 ms [2022-02-13 01:06:04 main:574] : INFO : Epoch 1606 | loss: 0.0312194 | val_loss: 0.0312203 | Time: 2113.1 ms [2022-02-13 01:06:06 main:574] : INFO : Epoch 1607 | loss: 0.0312195 | val_loss: 0.0312207 | Time: 2110.05 ms [2022-02-13 01:06:08 main:574] : INFO : Epoch 1608 | loss: 0.0312191 | val_loss: 0.0312206 | Time: 2086.2 ms [2022-02-13 01:06:10 main:574] : INFO : Epoch 1609 | loss: 0.0312193 | val_loss: 0.0312216 | Time: 2099.57 ms [2022-02-13 01:06:12 main:574] : INFO : Epoch 1610 | loss: 0.0312191 | val_loss: 0.0312202 | Time: 2105.16 ms [2022-02-13 01:06:14 main:574] : INFO : Epoch 1611 | loss: 0.0312194 | val_loss: 0.031223 | Time: 2095.95 ms [2022-02-13 01:06:16 main:574] : INFO : Epoch 1612 | loss: 0.0312192 | val_loss: 0.0312201 | Time: 2080.69 ms [2022-02-13 01:06:18 main:574] : INFO : Epoch 1613 | loss: 0.0312189 | val_loss: 0.0312208 | Time: 2086.4 ms [2022-02-13 01:06:20 main:574] : INFO : Epoch 1614 | loss: 0.0312191 | val_loss: 0.0312202 | Time: 2069.18 ms [2022-02-13 01:06:22 main:574] : INFO : Epoch 1615 | loss: 0.0312193 | val_loss: 0.0312203 | Time: 2096.99 ms [2022-02-13 01:06:25 main:574] : INFO : Epoch 1616 | loss: 0.0312192 | val_loss: 0.0312206 | Time: 2103.18 ms [2022-02-13 01:06:27 main:574] : INFO : Epoch 1617 | loss: 0.031219 | val_loss: 0.0312214 | Time: 2119.03 ms [2022-02-13 01:06:29 main:574] : INFO : Epoch 1618 | loss: 0.0312205 | val_loss: 0.0312208 | Time: 2105.32 ms [2022-02-13 01:06:31 main:574] : INFO : Epoch 1619 | loss: 0.0312191 | val_loss: 0.0312208 | Time: 2055.14 ms [2022-02-13 01:06:33 main:574] : INFO : Epoch 1620 | loss: 0.0312191 | val_loss: 0.0312213 | Time: 2041.37 ms [2022-02-13 01:06:35 main:574] : INFO : Epoch 1621 | loss: 0.0312187 | val_loss: 0.0312207 | Time: 1968.83 ms [2022-02-13 01:06:37 main:574] : INFO : Epoch 1622 | loss: 0.0312204 | val_loss: 0.0312226 | Time: 1953.31 ms [2022-02-13 01:06:39 main:574] : INFO : Epoch 1623 | loss: 0.0312187 | val_loss: 0.03122 | Time: 1988.58 ms [2022-02-13 01:06:41 main:574] : INFO : Epoch 1624 | loss: 0.0312189 | val_loss: 0.0312255 | Time: 1989.88 ms [2022-02-13 01:06:43 main:574] : INFO : Epoch 1625 | loss: 0.0312207 | val_loss: 0.0312222 | Time: 2071.44 ms [2022-02-13 01:06:45 main:574] : INFO : Epoch 1626 | loss: 0.031219 | val_loss: 0.0312201 | Time: 2057.16 ms [2022-02-13 01:06:47 main:574] : INFO : Epoch 1627 | loss: 0.0312188 | val_loss: 0.0312205 | Time: 2030.24 ms [2022-02-13 01:06:49 main:574] : INFO : Epoch 1628 | loss: 0.0312186 | val_loss: 0.0312203 | Time: 2172.36 ms [2022-02-13 01:06:51 main:574] : INFO : Epoch 1629 | loss: 0.0312185 | val_loss: 0.0312237 | Time: 2040.05 ms [2022-02-13 01:06:53 main:574] : INFO : Epoch 1630 | loss: 0.0312185 | val_loss: 0.0312224 | Time: 2062.59 ms [2022-02-13 01:06:55 main:574] : INFO : Epoch 1631 | loss: 0.0312182 | val_loss: 0.0312228 | Time: 2046.64 ms [2022-02-13 01:06:57 main:574] : INFO : Epoch 1632 | loss: 0.0312186 | val_loss: 0.0312212 | Time: 2050.42 ms [2022-02-13 01:06:59 main:574] : INFO : Epoch 1633 | loss: 0.031218 | val_loss: 0.0312219 | Time: 2037.46 ms [2022-02-13 01:07:02 main:574] : INFO : Epoch 1634 | loss: 0.0312184 | val_loss: 0.0312214 | Time: 2101.84 ms [2022-02-13 01:07:04 main:574] : INFO : Epoch 1635 | loss: 0.031218 | val_loss: 0.0312221 | Time: 2024.59 ms [2022-02-13 01:07:06 main:574] : INFO : Epoch 1636 | loss: 0.031218 | val_loss: 0.0312218 | Time: 2054.68 ms [2022-02-13 01:07:08 main:574] : INFO : Epoch 1637 | loss: 0.0312183 | val_loss: 0.0312226 | Time: 2080.39 ms [2022-02-13 01:07:10 main:574] : INFO : Epoch 1638 | loss: 0.0312191 | val_loss: 0.031221 | Time: 2033.82 ms [2022-02-13 01:07:12 main:574] : INFO : Epoch 1639 | loss: 0.0312174 | val_loss: 0.0312222 | Time: 2075.63 ms [2022-02-13 01:07:14 main:574] : INFO : Epoch 1640 | loss: 0.0312191 | val_loss: 0.0312217 | Time: 2020.54 ms [2022-02-13 01:07:16 main:574] : INFO : Epoch 1641 | loss: 0.0312175 | val_loss: 0.0312217 | Time: 2112.54 ms [2022-02-13 01:07:18 main:574] : INFO : Epoch 1642 | loss: 0.0312176 | val_loss: 0.0312216 | Time: 2037.1 ms [2022-02-13 01:07:20 main:574] : INFO : Epoch 1643 | loss: 0.0312181 | val_loss: 0.0312218 | Time: 2085.04 ms [2022-02-13 01:07:22 main:574] : INFO : Epoch 1644 | loss: 0.0312192 | val_loss: 0.0312212 | Time: 2034.38 ms [2022-02-13 01:07:24 main:574] : INFO : Epoch 1645 | loss: 0.0312176 | val_loss: 0.0312203 | Time: 2068.37 ms [2022-02-13 01:07:26 main:574] : INFO : Epoch 1646 | loss: 0.0312186 | val_loss: 0.0312218 | Time: 2081.88 ms [2022-02-13 01:07:28 main:574] : INFO : Epoch 1647 | loss: 0.0312178 | val_loss: 0.0312209 | Time: 2040.99 ms [2022-02-13 01:07:30 main:574] : INFO : Epoch 1648 | loss: 0.0312178 | val_loss: 0.0312206 | Time: 2034.95 ms [2022-02-13 01:07:33 main:574] : INFO : Epoch 1649 | loss: 0.0312185 | val_loss: 0.0312203 | Time: 2064.58 ms [2022-02-13 01:07:35 main:574] : INFO : Epoch 1650 | loss: 0.031219 | val_loss: 0.0312215 | Time: 2046.66 ms [2022-02-13 01:07:37 main:574] : INFO : Epoch 1651 | loss: 0.0312181 | val_loss: 0.0312207 | Time: 2060.31 ms [2022-02-13 01:07:39 main:574] : INFO : Epoch 1652 | loss: 0.0312176 | val_loss: 0.031221 | Time: 2043.53 ms [2022-02-13 01:07:41 main:574] : INFO : Epoch 1653 | loss: 0.0312177 | val_loss: 0.0312215 | Time: 2053.15 ms [2022-02-13 01:07:43 main:574] : INFO : Epoch 1654 | loss: 0.0312179 | val_loss: 0.0312205 | Time: 2092.63 ms [2022-02-13 01:07:45 main:574] : INFO : Epoch 1655 | loss: 0.0312193 | val_loss: 0.0312225 | Time: 2074.66 ms [2022-02-13 01:07:47 main:574] : INFO : Epoch 1656 | loss: 0.0312188 | val_loss: 0.0312214 | Time: 2082.58 ms [2022-02-13 01:07:49 main:574] : INFO : Epoch 1657 | loss: 0.0312183 | val_loss: 0.0312226 | Time: 2078.21 ms [2022-02-13 01:07:51 main:574] : INFO : Epoch 1658 | loss: 0.0312175 | val_loss: 0.0312237 | Time: 2094.36 ms [2022-02-13 01:07:53 main:574] : INFO : Epoch 1659 | loss: 0.0312177 | val_loss: 0.0312209 | Time: 2113.55 ms [2022-02-13 01:07:55 main:574] : INFO : Epoch 1660 | loss: 0.0312182 | val_loss: 0.0312239 | Time: 2079.48 ms [2022-02-13 01:07:58 main:574] : INFO : Epoch 1661 | loss: 0.0312189 | val_loss: 0.0312209 | Time: 2121.55 ms [2022-02-13 01:08:00 main:574] : INFO : Epoch 1662 | loss: 0.0312174 | val_loss: 0.0312208 | Time: 2087.52 ms [2022-02-13 01:08:02 main:574] : INFO : Epoch 1663 | loss: 0.031217 | val_loss: 0.0312209 | Time: 2093.3 ms [2022-02-13 01:08:04 main:574] : INFO : Epoch 1664 | loss: 0.0312169 | val_loss: 0.0312228 | Time: 2095.43 ms [2022-02-13 01:08:06 main:574] : INFO : Epoch 1665 | loss: 0.031217 | val_loss: 0.031221 | Time: 2087.69 ms [2022-02-13 01:08:08 main:574] : INFO : Epoch 1666 | loss: 0.0312165 | val_loss: 0.031221 | Time: 2056.54 ms [2022-02-13 01:08:10 main:574] : INFO : Epoch 1667 | loss: 0.0312167 | val_loss: 0.031221 | Time: 2087.22 ms [2022-02-13 01:08:12 main:574] : INFO : Epoch 1668 | loss: 0.0312167 | val_loss: 0.0312216 | Time: 2134.88 ms [2022-02-13 01:08:14 main:574] : INFO : Epoch 1669 | loss: 0.0312171 | val_loss: 0.0312232 | Time: 2110.55 ms [2022-02-13 01:08:16 main:574] : INFO : Epoch 1670 | loss: 0.0312173 | val_loss: 0.031221 | Time: 2130.63 ms [2022-02-13 01:08:19 main:574] : INFO : Epoch 1671 | loss: 0.0312172 | val_loss: 0.0312214 | Time: 2087.7 ms [2022-02-13 01:08:21 main:574] : INFO : Epoch 1672 | loss: 0.0312169 | val_loss: 0.0312207 | Time: 2139.19 ms [2022-02-13 01:08:23 main:574] : INFO : Epoch 1673 | loss: 0.0312178 | val_loss: 0.0312207 | Time: 2135.52 ms [2022-02-13 01:08:25 main:574] : INFO : Epoch 1674 | loss: 0.0312178 | val_loss: 0.0312258 | Time: 2138.47 ms [2022-02-13 01:08:27 main:574] : INFO : Epoch 1675 | loss: 0.0312197 | val_loss: 0.0312249 | Time: 2165.15 ms [2022-02-13 01:08:29 main:574] : INFO : Epoch 1676 | loss: 0.0312229 | val_loss: 0.0312222 | Time: 2129.19 ms [2022-02-13 01:08:31 main:574] : INFO : Epoch 1677 | loss: 0.0312223 | val_loss: 0.0312239 | Time: 2114.26 ms [2022-02-13 01:08:34 main:574] : INFO : Epoch 1678 | loss: 0.0312208 | val_loss: 0.0312207 | Time: 2131.15 ms [2022-02-13 01:08:36 main:574] : INFO : Epoch 1679 | loss: 0.03122 | val_loss: 0.0312219 | Time: 2133.3 ms [2022-02-13 01:08:38 main:574] : INFO : Epoch 1680 | loss: 0.0312205 | val_loss: 0.0312208 | Time: 2192.79 ms [2022-02-13 01:08:40 main:574] : INFO : Epoch 1681 | loss: 0.0312204 | val_loss: 0.0312203 | Time: 2115.53 ms [2022-02-13 01:08:42 main:574] : INFO : Epoch 1682 | loss: 0.0312191 | val_loss: 0.03122 | Time: 2113.2 ms [2022-02-13 01:08:44 main:574] : INFO : Epoch 1683 | loss: 0.0312195 | val_loss: 0.0312214 | Time: 2117.36 ms [2022-02-13 01:08:46 main:574] : INFO : Epoch 1684 | loss: 0.0312194 | val_loss: 0.0312199 | Time: 2182.12 ms [2022-02-13 01:08:49 main:574] : INFO : Epoch 1685 | loss: 0.0312196 | val_loss: 0.0312214 | Time: 2127.82 ms [2022-02-13 01:08:51 main:574] : INFO : Epoch 1686 | loss: 0.03122 | val_loss: 0.0312246 | Time: 2157.3 ms [2022-02-13 01:08:53 main:574] : INFO : Epoch 1687 | loss: 0.0312227 | val_loss: 0.0312204 | Time: 2126.28 ms [2022-02-13 01:08:55 main:574] : INFO : Epoch 1688 | loss: 0.0312189 | val_loss: 0.0312201 | Time: 2145.08 ms [2022-02-13 01:08:57 main:574] : INFO : Epoch 1689 | loss: 0.0312187 | val_loss: 0.0312201 | Time: 2147.91 ms [2022-02-13 01:08:59 main:574] : INFO : Epoch 1690 | loss: 0.0312193 | val_loss: 0.0312243 | Time: 2156.17 ms [2022-02-13 01:09:01 main:574] : INFO : Epoch 1691 | loss: 0.0312205 | val_loss: 0.0312205 | Time: 2146.61 ms [2022-02-13 01:09:04 main:574] : INFO : Epoch 1692 | loss: 0.0312187 | val_loss: 0.031221 | Time: 2095.19 ms [2022-02-13 01:09:06 main:574] : INFO : Epoch 1693 | loss: 0.0312208 | val_loss: 0.0312206 | Time: 2116.85 ms [2022-02-13 01:09:08 main:574] : INFO : Epoch 1694 | loss: 0.0312203 | val_loss: 0.0312199 | Time: 2125.08 ms [2022-02-13 01:09:10 main:574] : INFO : Epoch 1695 | loss: 0.0312189 | val_loss: 0.0312206 | Time: 2109 ms [2022-02-13 01:09:12 main:574] : INFO : Epoch 1696 | loss: 0.0312212 | val_loss: 0.0312206 | Time: 2138.71 ms [2022-02-13 01:09:14 main:574] : INFO : Epoch 1697 | loss: 0.0312194 | val_loss: 0.0312209 | Time: 2110.33 ms [2022-02-13 01:09:16 main:574] : INFO : Epoch 1698 | loss: 0.0312194 | val_loss: 0.031221 | Time: 2179.76 ms [2022-02-13 01:09:19 main:574] : INFO : Epoch 1699 | loss: 0.0312209 | val_loss: 0.0312202 | Time: 2115.5 ms [2022-02-13 01:09:21 main:574] : INFO : Epoch 1700 | loss: 0.0312197 | val_loss: 0.0312215 | Time: 2142.97 ms [2022-02-13 01:09:23 main:574] : INFO : Epoch 1701 | loss: 0.0312198 | val_loss: 0.0312215 | Time: 2171.83 ms [2022-02-13 01:09:25 main:574] : INFO : Epoch 1702 | loss: 0.0312181 | val_loss: 0.0312219 | Time: 2124.97 ms [2022-02-13 01:09:27 main:574] : INFO : Epoch 1703 | loss: 0.0312187 | val_loss: 0.0312214 | Time: 2187.43 ms [2022-02-13 01:09:29 main:574] : INFO : Epoch 1704 | loss: 0.0312182 | val_loss: 0.0312194 | Time: 2320.28 ms [2022-02-13 01:09:32 main:574] : INFO : Epoch 1705 | loss: 0.0312183 | val_loss: 0.0312195 | Time: 2252.54 ms [2022-02-13 01:09:34 main:574] : INFO : Epoch 1706 | loss: 0.0312174 | val_loss: 0.0312197 | Time: 2163.11 ms [2022-02-13 01:09:36 main:574] : INFO : Epoch 1707 | loss: 0.0312174 | val_loss: 0.0312197 | Time: 2130.91 ms [2022-02-13 01:09:38 main:574] : INFO : Epoch 1708 | loss: 0.0312184 | val_loss: 0.03122 | Time: 2108.9 ms [2022-02-13 01:09:40 main:574] : INFO : Epoch 1709 | loss: 0.0312175 | val_loss: 0.0312193 | Time: 2145.36 ms [2022-02-13 01:09:42 main:574] : INFO : Epoch 1710 | loss: 0.0312178 | val_loss: 0.0312199 | Time: 2145.82 ms [2022-02-13 01:09:45 main:574] : INFO : Epoch 1711 | loss: 0.0312173 | val_loss: 0.0312191 | Time: 2163.8 ms [2022-02-13 01:09:47 main:574] : INFO : Epoch 1712 | loss: 0.031217 | val_loss: 0.0312195 | Time: 2173.95 ms [2022-02-13 01:09:49 main:574] : INFO : Epoch 1713 | loss: 0.0312176 | val_loss: 0.0312204 | Time: 2164.43 ms [2022-02-13 01:09:51 main:574] : INFO : Epoch 1714 | loss: 0.0312191 | val_loss: 0.0312276 | Time: 2131.33 ms [2022-02-13 01:09:53 main:574] : INFO : Epoch 1715 | loss: 0.0312205 | val_loss: 0.0312192 | Time: 2172.96 ms [2022-02-13 01:09:55 main:574] : INFO : Epoch 1716 | loss: 0.0312188 | val_loss: 0.0312191 | Time: 2122.81 ms [2022-02-13 01:09:58 main:574] : INFO : Epoch 1717 | loss: 0.0312187 | val_loss: 0.0312201 | Time: 2173.09 ms [2022-02-13 01:10:00 main:574] : INFO : Epoch 1718 | loss: 0.0312174 | val_loss: 0.0312189 | Time: 2105.35 ms [2022-02-13 01:10:02 main:574] : INFO : Epoch 1719 | loss: 0.0312175 | val_loss: 0.031221 | Time: 2170.3 ms [2022-02-13 01:10:04 main:574] : INFO : Epoch 1720 | loss: 0.0312174 | val_loss: 0.0312221 | Time: 2156.7 ms [2022-02-13 01:10:06 main:574] : INFO : Epoch 1721 | loss: 0.0312179 | val_loss: 0.0312204 | Time: 2126.15 ms [2022-02-13 01:10:08 main:574] : INFO : Epoch 1722 | loss: 0.0312176 | val_loss: 0.0312221 | Time: 2135.06 ms [2022-02-13 01:10:10 main:574] : INFO : Epoch 1723 | loss: 0.0312187 | val_loss: 0.0312193 | Time: 2025.41 ms [2022-02-13 01:10:12 main:574] : INFO : Epoch 1724 | loss: 0.0312193 | val_loss: 0.0312214 | Time: 2032.83 ms [2022-02-13 01:10:14 main:574] : INFO : Epoch 1725 | loss: 0.0312179 | val_loss: 0.0312193 | Time: 2051.97 ms [2022-02-13 01:10:17 main:574] : INFO : Epoch 1726 | loss: 0.0312179 | val_loss: 0.0312231 | Time: 2151.43 ms [2022-02-13 01:10:19 main:574] : INFO : Epoch 1727 | loss: 0.0312186 | val_loss: 0.0312189 | Time: 2126.08 ms [2022-02-13 01:10:21 main:574] : INFO : Epoch 1728 | loss: 0.0312172 | val_loss: 0.0312189 | Time: 2108.35 ms [2022-02-13 01:10:23 main:574] : INFO : Epoch 1729 | loss: 0.0312179 | val_loss: 0.0312215 | Time: 2122.15 ms [2022-02-13 01:10:25 main:574] : INFO : Epoch 1730 | loss: 0.0312183 | val_loss: 0.0312215 | Time: 2126.84 ms [2022-02-13 01:10:27 main:574] : INFO : Epoch 1731 | loss: 0.0312188 | val_loss: 0.0312217 | Time: 2118.36 ms [2022-02-13 01:10:29 main:574] : INFO : Epoch 1732 | loss: 0.0312176 | val_loss: 0.0312207 | Time: 2111.54 ms [2022-02-13 01:10:32 main:574] : INFO : Epoch 1733 | loss: 0.0312177 | val_loss: 0.0312193 | Time: 2172.68 ms [2022-02-13 01:10:34 main:574] : INFO : Epoch 1734 | loss: 0.0312214 | val_loss: 0.0312201 | Time: 2162.21 ms [2022-02-13 01:10:36 main:574] : INFO : Epoch 1735 | loss: 0.0312177 | val_loss: 0.0312201 | Time: 2131.29 ms [2022-02-13 01:10:38 main:574] : INFO : Epoch 1736 | loss: 0.0312183 | val_loss: 0.0312205 | Time: 2056.17 ms [2022-02-13 01:10:40 main:574] : INFO : Epoch 1737 | loss: 0.0312173 | val_loss: 0.0312184 | Time: 2065.75 ms [2022-02-13 01:10:42 main:574] : INFO : Epoch 1738 | loss: 0.0312169 | val_loss: 0.031219 | Time: 2130.8 ms [2022-02-13 01:10:44 main:574] : INFO : Epoch 1739 | loss: 0.0312164 | val_loss: 0.0312184 | Time: 2062.95 ms [2022-02-13 01:10:46 main:574] : INFO : Epoch 1740 | loss: 0.0312167 | val_loss: 0.0312191 | Time: 2105.98 ms [2022-02-13 01:10:48 main:574] : INFO : Epoch 1741 | loss: 0.0312166 | val_loss: 0.0312195 | Time: 2079.65 ms [2022-02-13 01:10:50 main:574] : INFO : Epoch 1742 | loss: 0.0312177 | val_loss: 0.0312271 | Time: 2058.66 ms [2022-02-13 01:10:53 main:574] : INFO : Epoch 1743 | loss: 0.0312183 | val_loss: 0.0312186 | Time: 2046.27 ms [2022-02-13 01:10:55 main:574] : INFO : Epoch 1744 | loss: 0.0312171 | val_loss: 0.0312185 | Time: 2070.36 ms [2022-02-13 01:10:57 main:574] : INFO : Epoch 1745 | loss: 0.031217 | val_loss: 0.0312187 | Time: 2110.1 ms [2022-02-13 01:10:59 main:574] : INFO : Epoch 1746 | loss: 0.0312172 | val_loss: 0.0312193 | Time: 2106 ms [2022-02-13 01:11:01 main:574] : INFO : Epoch 1747 | loss: 0.031217 | val_loss: 0.0312188 | Time: 2108.22 ms [2022-02-13 01:11:03 main:574] : INFO : Epoch 1748 | loss: 0.0312166 | val_loss: 0.0312189 | Time: 2100.23 ms [2022-02-13 01:11:05 main:574] : INFO : Epoch 1749 | loss: 0.0312196 | val_loss: 0.0312193 | Time: 2090.39 ms [2022-02-13 01:11:07 main:574] : INFO : Epoch 1750 | loss: 0.0312164 | val_loss: 0.0312185 | Time: 2069.08 ms [2022-02-13 01:11:09 main:574] : INFO : Epoch 1751 | loss: 0.031217 | val_loss: 0.0312189 | Time: 2085.38 ms [2022-02-13 01:11:11 main:574] : INFO : Epoch 1752 | loss: 0.0312193 | val_loss: 0.0312204 | Time: 2095.95 ms [2022-02-13 01:11:13 main:574] : INFO : Epoch 1753 | loss: 0.0312187 | val_loss: 0.0312223 | Time: 2061.77 ms [2022-02-13 01:11:16 main:574] : INFO : Epoch 1754 | loss: 0.0312195 | val_loss: 0.0312223 | Time: 2072.08 ms [2022-02-13 01:11:18 main:574] : INFO : Epoch 1755 | loss: 0.0312175 | val_loss: 0.031219 | Time: 2074.98 ms [2022-02-13 01:11:20 main:574] : INFO : Epoch 1756 | loss: 0.0312159 | val_loss: 0.031219 | Time: 2091.71 ms [2022-02-13 01:11:22 main:574] : INFO : Epoch 1757 | loss: 0.0312161 | val_loss: 0.0312195 | Time: 2069.28 ms [2022-02-13 01:11:24 main:574] : INFO : Epoch 1758 | loss: 0.0312175 | val_loss: 0.0312217 | Time: 2087.18 ms [2022-02-13 01:11:26 main:574] : INFO : Epoch 1759 | loss: 0.0312198 | val_loss: 0.0312259 | Time: 2057.58 ms [2022-02-13 01:11:28 main:574] : INFO : Epoch 1760 | loss: 0.0312186 | val_loss: 0.0312203 | Time: 2052.56 ms [2022-02-13 01:11:30 main:574] : INFO : Epoch 1761 | loss: 0.031218 | val_loss: 0.0312272 | Time: 2021.39 ms [2022-02-13 01:11:32 main:574] : INFO : Epoch 1762 | loss: 0.03122 | val_loss: 0.0312202 | Time: 2024.15 ms [2022-02-13 01:11:34 main:574] : INFO : Epoch 1763 | loss: 0.0312209 | val_loss: 0.0312237 | Time: 2041.06 ms [2022-02-13 01:11:36 main:574] : INFO : Epoch 1764 | loss: 0.0312235 | val_loss: 0.0312249 | Time: 2081.57 ms [2022-02-13 01:11:38 main:574] : INFO : Epoch 1765 | loss: 0.0312191 | val_loss: 0.0312184 | Time: 2021.38 ms [2022-02-13 01:11:40 main:574] : INFO : Epoch 1766 | loss: 0.0312185 | val_loss: 0.0312208 | Time: 2026.65 ms [2022-02-13 01:11:42 main:574] : INFO : Epoch 1767 | loss: 0.0312184 | val_loss: 0.0312188 | Time: 2087.61 ms [2022-02-13 01:11:44 main:574] : INFO : Epoch 1768 | loss: 0.0312185 | val_loss: 0.031219 | Time: 2026.24 ms [2022-02-13 01:11:46 main:574] : INFO : Epoch 1769 | loss: 0.0312183 | val_loss: 0.031223 | Time: 2015.86 ms [2022-02-13 01:11:48 main:574] : INFO : Epoch 1770 | loss: 0.0312199 | val_loss: 0.0312219 | Time: 2064.82 ms [2022-02-13 01:11:51 main:574] : INFO : Epoch 1771 | loss: 0.031224 | val_loss: 0.0312246 | Time: 2060.43 ms [2022-02-13 01:11:53 main:574] : INFO : Epoch 1772 | loss: 0.03122 | val_loss: 0.0312243 | Time: 2079.83 ms [2022-02-13 01:11:55 main:574] : INFO : Epoch 1773 | loss: 0.0312192 | val_loss: 0.0312202 | Time: 2056.18 ms [2022-02-13 01:11:57 main:574] : INFO : Epoch 1774 | loss: 0.0312182 | val_loss: 0.0312208 | Time: 2041.93 ms [2022-02-13 01:11:59 main:574] : INFO : Epoch 1775 | loss: 0.0312181 | val_loss: 0.0312197 | Time: 2112 ms [2022-02-13 01:12:01 main:574] : INFO : Epoch 1776 | loss: 0.031218 | val_loss: 0.0312232 | Time: 2062.28 ms [2022-02-13 01:12:03 main:574] : INFO : Epoch 1777 | loss: 0.0312195 | val_loss: 0.0312212 | Time: 2097.4 ms [2022-02-13 01:12:05 main:574] : INFO : Epoch 1778 | loss: 0.0312192 | val_loss: 0.03122 | Time: 2089.13 ms [2022-02-13 01:12:07 main:574] : INFO : Epoch 1779 | loss: 0.0312199 | val_loss: 0.0312226 | Time: 2092.02 ms [2022-02-13 01:12:09 main:574] : INFO : Epoch 1780 | loss: 0.0312204 | val_loss: 0.03122 | Time: 2111.9 ms [2022-02-13 01:12:11 main:574] : INFO : Epoch 1781 | loss: 0.0312194 | val_loss: 0.0312201 | Time: 2075.46 ms [2022-02-13 01:12:14 main:574] : INFO : Epoch 1782 | loss: 0.0312202 | val_loss: 0.031222 | Time: 2070.23 ms [2022-02-13 01:12:16 main:574] : INFO : Epoch 1783 | loss: 0.0312241 | val_loss: 0.0312228 | Time: 2103.84 ms [2022-02-13 01:12:18 main:574] : INFO : Epoch 1784 | loss: 0.0312255 | val_loss: 0.0312226 | Time: 2059.08 ms [2022-02-13 01:12:20 main:574] : INFO : Epoch 1785 | loss: 0.0312228 | val_loss: 0.0312298 | Time: 2071.25 ms [2022-02-13 01:12:22 main:574] : INFO : Epoch 1786 | loss: 0.031221 | val_loss: 0.0312211 | Time: 2136.06 ms [2022-02-13 01:12:24 main:574] : INFO : Epoch 1787 | loss: 0.031219 | val_loss: 0.0312204 | Time: 2143.97 ms [2022-02-13 01:12:26 main:574] : INFO : Epoch 1788 | loss: 0.03122 | val_loss: 0.0312205 | Time: 2129.73 ms [2022-02-13 01:12:28 main:574] : INFO : Epoch 1789 | loss: 0.0312189 | val_loss: 0.0312206 | Time: 2058.84 ms [2022-02-13 01:12:30 main:574] : INFO : Epoch 1790 | loss: 0.0312182 | val_loss: 0.0312223 | Time: 2056.16 ms [2022-02-13 01:12:32 main:574] : INFO : Epoch 1791 | loss: 0.0312194 | val_loss: 0.0312217 | Time: 2067.84 ms [2022-02-13 01:12:34 main:574] : INFO : Epoch 1792 | loss: 0.0312187 | val_loss: 0.0312211 | Time: 2082.37 ms [2022-02-13 01:12:37 main:574] : INFO : Epoch 1793 | loss: 0.0312193 | val_loss: 0.0312201 | Time: 2078.82 ms [2022-02-13 01:12:39 main:574] : INFO : Epoch 1794 | loss: 0.0312202 | val_loss: 0.0312203 | Time: 2090.74 ms [2022-02-13 01:12:41 main:574] : INFO : Epoch 1795 | loss: 0.0312191 | val_loss: 0.0312205 | Time: 2092.89 ms [2022-02-13 01:12:43 main:574] : INFO : Epoch 1796 | loss: 0.0312183 | val_loss: 0.0312209 | Time: 2103.67 ms [2022-02-13 01:12:45 main:574] : INFO : Epoch 1797 | loss: 0.0312183 | val_loss: 0.0312201 | Time: 2106.06 ms [2022-02-13 01:12:47 main:574] : INFO : Epoch 1798 | loss: 0.0312177 | val_loss: 0.0312228 | Time: 2095.57 ms [2022-02-13 01:12:49 main:574] : INFO : Epoch 1799 | loss: 0.0312218 | val_loss: 0.0312252 | Time: 2107 ms [2022-02-13 01:12:51 main:574] : INFO : Epoch 1800 | loss: 0.0312222 | val_loss: 0.0312199 | Time: 2182.77 ms [2022-02-13 01:12:54 main:574] : INFO : Epoch 1801 | loss: 0.0312202 | val_loss: 0.0312237 | Time: 2158.58 ms [2022-02-13 01:12:56 main:574] : INFO : Epoch 1802 | loss: 0.0312188 | val_loss: 0.0312214 | Time: 2077.57 ms [2022-02-13 01:12:58 main:574] : INFO : Epoch 1803 | loss: 0.0312177 | val_loss: 0.0312203 | Time: 2204.51 ms [2022-02-13 01:13:00 main:574] : INFO : Epoch 1804 | loss: 0.0312193 | val_loss: 0.0312219 | Time: 2113.49 ms [2022-02-13 01:13:02 main:574] : INFO : Epoch 1805 | loss: 0.0312208 | val_loss: 0.0312231 | Time: 2179.47 ms [2022-02-13 01:13:04 main:574] : INFO : Epoch 1806 | loss: 0.0312189 | val_loss: 0.0312197 | Time: 2140.14 ms [2022-02-13 01:13:07 main:574] : INFO : Epoch 1807 | loss: 0.0312173 | val_loss: 0.0312207 | Time: 2129.8 ms [2022-02-13 01:13:09 main:574] : INFO : Epoch 1808 | loss: 0.0312191 | val_loss: 0.0312199 | Time: 2095.51 ms [2022-02-13 01:13:11 main:574] : INFO : Epoch 1809 | loss: 0.0312182 | val_loss: 0.0312226 | Time: 2098.42 ms [2022-02-13 01:13:13 main:574] : INFO : Epoch 1810 | loss: 0.0312199 | val_loss: 0.0312199 | Time: 2084.59 ms [2022-02-13 01:13:15 main:574] : INFO : Epoch 1811 | loss: 0.0312177 | val_loss: 0.0312249 | Time: 2061.09 ms [2022-02-13 01:13:17 main:574] : INFO : Epoch 1812 | loss: 0.0312195 | val_loss: 0.03122 | Time: 2090.65 ms [2022-02-13 01:13:19 main:574] : INFO : Epoch 1813 | loss: 0.0312181 | val_loss: 0.0312258 | Time: 2060.46 ms [2022-02-13 01:13:21 main:574] : INFO : Epoch 1814 | loss: 0.0312203 | val_loss: 0.0312227 | Time: 2110.11 ms [2022-02-13 01:13:23 main:574] : INFO : Epoch 1815 | loss: 0.0312176 | val_loss: 0.0312202 | Time: 2089.13 ms [2022-02-13 01:13:25 main:574] : INFO : Epoch 1816 | loss: 0.0312183 | val_loss: 0.0312201 | Time: 2087.95 ms [2022-02-13 01:13:27 main:574] : INFO : Epoch 1817 | loss: 0.0312172 | val_loss: 0.0312214 | Time: 2064.45 ms [2022-02-13 01:13:30 main:574] : INFO : Epoch 1818 | loss: 0.0312172 | val_loss: 0.0312223 | Time: 2048.68 ms [2022-02-13 01:13:32 main:574] : INFO : Epoch 1819 | loss: 0.0312184 | val_loss: 0.0312194 | Time: 2098.56 ms [2022-02-13 01:13:34 main:574] : INFO : Epoch 1820 | loss: 0.0312186 | val_loss: 0.0312263 | Time: 2109.91 ms [2022-02-13 01:13:36 main:574] : INFO : Epoch 1821 | loss: 0.0312265 | val_loss: 0.0312308 | Time: 2079.59 ms [2022-02-13 01:13:38 main:574] : INFO : Epoch 1822 | loss: 0.0312253 | val_loss: 0.0312251 | Time: 2061.44 ms [2022-02-13 01:13:40 main:574] : INFO : Epoch 1823 | loss: 0.0312238 | val_loss: 0.0312245 | Time: 2086.87 ms [2022-02-13 01:13:42 main:574] : INFO : Epoch 1824 | loss: 0.0312225 | val_loss: 0.0312233 | Time: 2074.88 ms [2022-02-13 01:13:44 main:574] : INFO : Epoch 1825 | loss: 0.0312217 | val_loss: 0.0312222 | Time: 2095.01 ms [2022-02-13 01:13:46 main:574] : INFO : Epoch 1826 | loss: 0.0312211 | val_loss: 0.0312223 | Time: 2089.77 ms [2022-02-13 01:13:48 main:574] : INFO : Epoch 1827 | loss: 0.0312227 | val_loss: 0.031228 | Time: 2081.69 ms [2022-02-13 01:13:50 main:574] : INFO : Epoch 1828 | loss: 0.0312241 | val_loss: 0.031224 | Time: 2080.09 ms [2022-02-13 01:13:53 main:574] : INFO : Epoch 1829 | loss: 0.0312238 | val_loss: 0.0312222 | Time: 2144.59 ms [2022-02-13 01:13:55 main:574] : INFO : Epoch 1830 | loss: 0.031222 | val_loss: 0.0312215 | Time: 2136.51 ms [2022-02-13 01:13:57 main:574] : INFO : Epoch 1831 | loss: 0.0312216 | val_loss: 0.0312218 | Time: 2153.44 ms [2022-02-13 01:13:59 main:574] : INFO : Epoch 1832 | loss: 0.0312208 | val_loss: 0.0312229 | Time: 2182.31 ms [2022-02-13 01:14:01 main:574] : INFO : Epoch 1833 | loss: 0.031222 | val_loss: 0.031222 | Time: 2201.92 ms [2022-02-13 01:14:03 main:574] : INFO : Epoch 1834 | loss: 0.0312271 | val_loss: 0.031223 | Time: 2139.63 ms [2022-02-13 01:14:06 main:574] : INFO : Epoch 1835 | loss: 0.0312253 | val_loss: 0.0312233 | Time: 2142.71 ms [2022-02-13 01:14:08 main:574] : INFO : Epoch 1836 | loss: 0.031224 | val_loss: 0.0312258 | Time: 2140.08 ms [2022-02-13 01:14:10 main:574] : INFO : Epoch 1837 | loss: 0.0312258 | val_loss: 0.0312251 | Time: 2114.61 ms [2022-02-13 01:14:12 main:574] : INFO : Epoch 1838 | loss: 0.0312254 | val_loss: 0.0312256 | Time: 2121.21 ms [2022-02-13 01:14:14 main:574] : INFO : Epoch 1839 | loss: 0.0312253 | val_loss: 0.0312269 | Time: 2154.15 ms [2022-02-13 01:14:16 main:574] : INFO : Epoch 1840 | loss: 0.0312266 | val_loss: 0.0312283 | Time: 2126.98 ms [2022-02-13 01:14:18 main:574] : INFO : Epoch 1841 | loss: 0.0312256 | val_loss: 0.0312254 | Time: 2148.26 ms [2022-02-13 01:14:21 main:574] : INFO : Epoch 1842 | loss: 0.0312232 | val_loss: 0.0312259 | Time: 2151.16 ms [2022-02-13 01:14:23 main:574] : INFO : Epoch 1843 | loss: 0.0312252 | val_loss: 0.0312236 | Time: 2181.74 ms [2022-02-13 01:14:25 main:574] : INFO : Epoch 1844 | loss: 0.0312227 | val_loss: 0.0312245 | Time: 2126.65 ms [2022-02-13 01:14:27 main:574] : INFO : Epoch 1845 | loss: 0.0312239 | val_loss: 0.031223 | Time: 2201.96 ms [2022-02-13 01:14:29 main:574] : INFO : Epoch 1846 | loss: 0.0312229 | val_loss: 0.0312261 | Time: 2167.9 ms [2022-02-13 01:14:31 main:574] : INFO : Epoch 1847 | loss: 0.0312258 | val_loss: 0.0312268 | Time: 2136 ms [2022-02-13 01:14:34 main:574] : INFO : Epoch 1848 | loss: 0.0312237 | val_loss: 0.031225 | Time: 2111.5 ms [2022-02-13 01:14:36 main:574] : INFO : Epoch 1849 | loss: 0.0312225 | val_loss: 0.0312249 | Time: 2150.9 ms [2022-02-13 01:14:38 main:574] : INFO : Epoch 1850 | loss: 0.0312224 | val_loss: 0.031223 | Time: 2107.59 ms [2022-02-13 01:14:40 main:574] : INFO : Epoch 1851 | loss: 0.0312229 | val_loss: 0.0312244 | Time: 2133.26 ms [2022-02-13 01:14:42 main:574] : INFO : Epoch 1852 | loss: 0.0312218 | val_loss: 0.031225 | Time: 2152.23 ms [2022-02-13 01:14:44 main:574] : INFO : Epoch 1853 | loss: 0.0312216 | val_loss: 0.0312243 | Time: 2126.97 ms [2022-02-13 01:14:46 main:574] : INFO : Epoch 1854 | loss: 0.0312214 | val_loss: 0.0312248 | Time: 2147.7 ms [2022-02-13 01:14:49 main:574] : INFO : Epoch 1855 | loss: 0.0312226 | val_loss: 0.0312237 | Time: 2087.54 ms [2022-02-13 01:14:51 main:574] : INFO : Epoch 1856 | loss: 0.031221 | val_loss: 0.0312248 | Time: 2110.8 ms [2022-02-13 01:14:53 main:574] : INFO : Epoch 1857 | loss: 0.0312237 | val_loss: 0.0312239 | Time: 2123.11 ms [2022-02-13 01:14:55 main:574] : INFO : Epoch 1858 | loss: 0.0312219 | val_loss: 0.0312236 | Time: 2121.25 ms [2022-02-13 01:14:57 main:574] : INFO : Epoch 1859 | loss: 0.031221 | val_loss: 0.0312244 | Time: 2146.13 ms [2022-02-13 01:14:59 main:574] : INFO : Epoch 1860 | loss: 0.0312217 | val_loss: 0.0312242 | Time: 2151.81 ms [2022-02-13 01:15:01 main:574] : INFO : Epoch 1861 | loss: 0.0312218 | val_loss: 0.0312235 | Time: 2135.66 ms [2022-02-13 01:15:03 main:574] : INFO : Epoch 1862 | loss: 0.0312213 | val_loss: 0.0312304 | Time: 2118.28 ms [2022-02-13 01:15:06 main:574] : INFO : Epoch 1863 | loss: 0.0312243 | val_loss: 0.0312266 | Time: 2126.56 ms [2022-02-13 01:15:08 main:574] : INFO : Epoch 1864 | loss: 0.0312238 | val_loss: 0.0312267 | Time: 2165.53 ms [2022-02-13 01:15:10 main:574] : INFO : Epoch 1865 | loss: 0.0312225 | val_loss: 0.0312256 | Time: 2148.51 ms [2022-02-13 01:15:12 main:574] : INFO : Epoch 1866 | loss: 0.0312225 | val_loss: 0.0312247 | Time: 2127.76 ms [2022-02-13 01:15:14 main:574] : INFO : Epoch 1867 | loss: 0.0312217 | val_loss: 0.0312257 | Time: 2131.91 ms [2022-02-13 01:15:16 main:574] : INFO : Epoch 1868 | loss: 0.0312241 | val_loss: 0.0312248 | Time: 2123.62 ms [2022-02-13 01:15:18 main:574] : INFO : Epoch 1869 | loss: 0.0312287 | val_loss: 0.0312314 | Time: 2119.46 ms [2022-02-13 01:15:21 main:574] : INFO : Epoch 1870 | loss: 0.0312349 | val_loss: 0.0312335 | Time: 2097.94 ms [2022-02-13 01:15:23 main:574] : INFO : Epoch 1871 | loss: 0.0312338 | val_loss: 0.0312317 | Time: 2135.37 ms [2022-02-13 01:15:25 main:574] : INFO : Epoch 1872 | loss: 0.031233 | val_loss: 0.0312312 | Time: 2127.83 ms [2022-02-13 01:15:27 main:574] : INFO : Epoch 1873 | loss: 0.0312317 | val_loss: 0.0312365 | Time: 2135.23 ms [2022-02-13 01:15:29 main:574] : INFO : Epoch 1874 | loss: 0.0312325 | val_loss: 0.0312311 | Time: 2148.85 ms [2022-02-13 01:15:31 main:574] : INFO : Epoch 1875 | loss: 0.0312305 | val_loss: 0.0312289 | Time: 2142.53 ms [2022-02-13 01:15:33 main:574] : INFO : Epoch 1876 | loss: 0.0312303 | val_loss: 0.0312316 | Time: 2152.72 ms [2022-02-13 01:15:36 main:574] : INFO : Epoch 1877 | loss: 0.0312308 | val_loss: 0.0312291 | Time: 2127.82 ms [2022-02-13 01:15:38 main:574] : INFO : Epoch 1878 | loss: 0.0312302 | val_loss: 0.0312296 | Time: 2160.86 ms [2022-02-13 01:15:40 main:574] : INFO : Epoch 1879 | loss: 0.0312305 | val_loss: 0.0312334 | Time: 2104.67 ms [2022-02-13 01:15:42 main:574] : INFO : Epoch 1880 | loss: 0.0312315 | val_loss: 0.0312292 | Time: 2126.39 ms [2022-02-13 01:15:44 main:574] : INFO : Epoch 1881 | loss: 0.0312291 | val_loss: 0.0312285 | Time: 2132.24 ms [2022-02-13 01:15:46 main:574] : INFO : Epoch 1882 | loss: 0.0312287 | val_loss: 0.0312291 | Time: 2147.41 ms [2022-02-13 01:15:48 main:574] : INFO : Epoch 1883 | loss: 0.0312283 | val_loss: 0.0312291 | Time: 2140.79 ms [2022-02-13 01:15:51 main:574] : INFO : Epoch 1884 | loss: 0.0312275 | val_loss: 0.0312284 | Time: 2118.95 ms [2022-02-13 01:15:53 main:574] : INFO : Epoch 1885 | loss: 0.0312283 | val_loss: 0.0312297 | Time: 2149.11 ms [2022-02-13 01:15:55 main:574] : INFO : Epoch 1886 | loss: 0.0312284 | val_loss: 0.0312289 | Time: 2152.27 ms [2022-02-13 01:15:57 main:574] : INFO : Epoch 1887 | loss: 0.0312273 | val_loss: 0.0312318 | Time: 2157.92 ms [2022-02-13 01:15:59 main:574] : INFO : Epoch 1888 | loss: 0.0312295 | val_loss: 0.0312293 | Time: 2147.84 ms [2022-02-13 01:16:01 main:574] : INFO : Epoch 1889 | loss: 0.0312285 | val_loss: 0.0312294 | Time: 2090.47 ms [2022-02-13 01:16:03 main:574] : INFO : Epoch 1890 | loss: 0.0312268 | val_loss: 0.0312288 | Time: 2137.22 ms [2022-02-13 01:16:06 main:574] : INFO : Epoch 1891 | loss: 0.0312283 | val_loss: 0.0312282 | Time: 2100.69 ms [2022-02-13 01:16:08 main:574] : INFO : Epoch 1892 | loss: 0.0312278 | val_loss: 0.0312287 | Time: 2149.46 ms [2022-02-13 01:16:10 main:574] : INFO : Epoch 1893 | loss: 0.0312276 | val_loss: 0.0312301 | Time: 2145.03 ms [2022-02-13 01:16:12 main:574] : INFO : Epoch 1894 | loss: 0.031226 | val_loss: 0.0312279 | Time: 2132.83 ms [2022-02-13 01:16:14 main:574] : INFO : Epoch 1895 | loss: 0.0312257 | val_loss: 0.0312395 | Time: 2115.46 ms [2022-02-13 01:16:16 main:574] : INFO : Epoch 1896 | loss: 0.0312295 | val_loss: 0.0312306 | Time: 2118.53 ms [2022-02-13 01:16:18 main:574] : INFO : Epoch 1897 | loss: 0.0312286 | val_loss: 0.0312301 | Time: 2129.72 ms [2022-02-13 01:16:20 main:574] : INFO : Epoch 1898 | loss: 0.0312268 | val_loss: 0.0312285 | Time: 2113.37 ms [2022-02-13 01:16:23 main:574] : INFO : Epoch 1899 | loss: 0.0312264 | val_loss: 0.03123 | Time: 2098.18 ms [2022-02-13 01:16:25 main:574] : INFO : Epoch 1900 | loss: 0.0312284 | val_loss: 0.0312305 | Time: 2123.18 ms [2022-02-13 01:16:27 main:574] : INFO : Epoch 1901 | loss: 0.0312284 | val_loss: 0.0312336 | Time: 2140.24 ms [2022-02-13 01:16:29 main:574] : INFO : Epoch 1902 | loss: 0.0312278 | val_loss: 0.0312295 | Time: 2152.87 ms [2022-02-13 01:16:31 main:574] : INFO : Epoch 1903 | loss: 0.0312255 | val_loss: 0.0312285 | Time: 2126.72 ms [2022-02-13 01:16:33 main:574] : INFO : Epoch 1904 | loss: 0.0312251 | val_loss: 0.0312282 | Time: 2126.42 ms [2022-02-13 01:16:35 main:574] : INFO : Epoch 1905 | loss: 0.0312251 | val_loss: 0.0312288 | Time: 2067.62 ms [2022-02-13 01:16:37 main:574] : INFO : Epoch 1906 | loss: 0.031226 | val_loss: 0.0312299 | Time: 2057.98 ms [2022-02-13 01:16:39 main:574] : INFO : Epoch 1907 | loss: 0.0312262 | val_loss: 0.0312269 | Time: 2027.99 ms [2022-02-13 01:16:42 main:574] : INFO : Epoch 1908 | loss: 0.031225 | val_loss: 0.031227 | Time: 2051.2 ms [2022-02-13 01:16:44 main:574] : INFO : Epoch 1909 | loss: 0.0312261 | val_loss: 0.0312291 | Time: 2094.67 ms [2022-02-13 01:16:46 main:574] : INFO : Epoch 1910 | loss: 0.0312256 | val_loss: 0.0312305 | Time: 2112.3 ms [2022-02-13 01:16:48 main:574] : INFO : Epoch 1911 | loss: 0.0312256 | val_loss: 0.031228 | Time: 2088.28 ms [2022-02-13 01:16:50 main:574] : INFO : Epoch 1912 | loss: 0.0312268 | val_loss: 0.0312293 | Time: 2065.17 ms [2022-02-13 01:16:52 main:574] : INFO : Epoch 1913 | loss: 0.031227 | val_loss: 0.0312298 | Time: 2125.63 ms [2022-02-13 01:16:54 main:574] : INFO : Epoch 1914 | loss: 0.0312251 | val_loss: 0.0312273 | Time: 2062.74 ms [2022-02-13 01:16:56 main:574] : INFO : Epoch 1915 | loss: 0.0312261 | val_loss: 0.0312293 | Time: 2024 ms [2022-02-13 01:16:58 main:574] : INFO : Epoch 1916 | loss: 0.0312312 | val_loss: 0.0312312 | Time: 2051.33 ms [2022-02-13 01:17:00 main:574] : INFO : Epoch 1917 | loss: 0.0312268 | val_loss: 0.0312275 | Time: 2079.59 ms [2022-02-13 01:17:02 main:574] : INFO : Epoch 1918 | loss: 0.0312248 | val_loss: 0.0312299 | Time: 2045.7 ms [2022-02-13 01:17:04 main:574] : INFO : Epoch 1919 | loss: 0.0312285 | val_loss: 0.0312307 | Time: 2046.57 ms [2022-02-13 01:17:06 main:574] : INFO : Epoch 1920 | loss: 0.0312281 | val_loss: 0.0312355 | Time: 2042.68 ms [2022-02-13 01:17:08 main:574] : INFO : Epoch 1921 | loss: 0.0312268 | val_loss: 0.0312284 | Time: 2015.22 ms [2022-02-13 01:17:10 main:574] : INFO : Epoch 1922 | loss: 0.0312254 | val_loss: 0.031229 | Time: 2034.2 ms [2022-02-13 01:17:13 main:574] : INFO : Epoch 1923 | loss: 0.0312266 | val_loss: 0.0312294 | Time: 2091.47 ms [2022-02-13 01:17:15 main:574] : INFO : Epoch 1924 | loss: 0.0312251 | val_loss: 0.0312294 | Time: 2023.98 ms [2022-02-13 01:17:17 main:574] : INFO : Epoch 1925 | loss: 0.0312242 | val_loss: 0.03123 | Time: 2043.01 ms [2022-02-13 01:17:19 main:574] : INFO : Epoch 1926 | loss: 0.0312247 | val_loss: 0.0312281 | Time: 2101 ms [2022-02-13 01:17:21 main:574] : INFO : Epoch 1927 | loss: 0.0312255 | val_loss: 0.0312291 | Time: 2023.36 ms [2022-02-13 01:17:23 main:574] : INFO : Epoch 1928 | loss: 0.0312239 | val_loss: 0.0312283 | Time: 2045.42 ms [2022-02-13 01:17:25 main:574] : INFO : Epoch 1929 | loss: 0.0312249 | val_loss: 0.0312292 | Time: 2053.92 ms [2022-02-13 01:17:27 main:574] : INFO : Epoch 1930 | loss: 0.0312262 | val_loss: 0.0312303 | Time: 2049.52 ms [2022-02-13 01:17:29 main:574] : INFO : Epoch 1931 | loss: 0.0312236 | val_loss: 0.0312278 | Time: 2062.98 ms [2022-02-13 01:17:31 main:574] : INFO : Epoch 1932 | loss: 0.0312229 | val_loss: 0.0312265 | Time: 2035.95 ms [2022-02-13 01:17:33 main:574] : INFO : Epoch 1933 | loss: 0.0312233 | val_loss: 0.0312263 | Time: 2025.33 ms [2022-02-13 01:17:35 main:574] : INFO : Epoch 1934 | loss: 0.0312233 | val_loss: 0.0312326 | Time: 2019.18 ms [2022-02-13 01:17:37 main:574] : INFO : Epoch 1935 | loss: 0.0312265 | val_loss: 0.0312361 | Time: 2044.31 ms [2022-02-13 01:17:39 main:574] : INFO : Epoch 1936 | loss: 0.031224 | val_loss: 0.031226 | Time: 2017.88 ms [2022-02-13 01:17:41 main:574] : INFO : Epoch 1937 | loss: 0.0312233 | val_loss: 0.0312294 | Time: 2044.16 ms [2022-02-13 01:17:43 main:574] : INFO : Epoch 1938 | loss: 0.0312234 | val_loss: 0.0312262 | Time: 2067.78 ms [2022-02-13 01:17:45 main:574] : INFO : Epoch 1939 | loss: 0.0312227 | val_loss: 0.0312276 | Time: 2044.34 ms [2022-02-13 01:17:47 main:574] : INFO : Epoch 1940 | loss: 0.0312226 | val_loss: 0.0312265 | Time: 2042.45 ms [2022-02-13 01:17:50 main:574] : INFO : Epoch 1941 | loss: 0.0312228 | val_loss: 0.0312303 | Time: 2113.76 ms [2022-02-13 01:17:52 main:574] : INFO : Epoch 1942 | loss: 0.0312229 | val_loss: 0.0312273 | Time: 2028.26 ms [2022-02-13 01:17:54 main:574] : INFO : Epoch 1943 | loss: 0.0312244 | val_loss: 0.0312255 | Time: 2047.27 ms [2022-02-13 01:17:56 main:574] : INFO : Epoch 1944 | loss: 0.0312229 | val_loss: 0.0312251 | Time: 2022.51 ms [2022-02-13 01:17:58 main:574] : INFO : Epoch 1945 | loss: 0.0312228 | val_loss: 0.0312244 | Time: 2058.64 ms [2022-02-13 01:18:00 main:574] : INFO : Epoch 1946 | loss: 0.0312227 | val_loss: 0.0312245 | Time: 2014.45 ms [2022-02-13 01:18:02 main:574] : INFO : Epoch 1947 | loss: 0.0312228 | val_loss: 0.0312256 | Time: 2081.63 ms [2022-02-13 01:18:04 main:574] : INFO : Epoch 1948 | loss: 0.0312222 | val_loss: 0.0312275 | Time: 2040.69 ms [2022-02-13 01:18:06 main:574] : INFO : Epoch 1949 | loss: 0.0312224 | val_loss: 0.0312249 | Time: 2052.49 ms [2022-02-13 01:18:08 main:574] : INFO : Epoch 1950 | loss: 0.0312223 | val_loss: 0.0312242 | Time: 2050.2 ms [2022-02-13 01:18:10 main:574] : INFO : Epoch 1951 | loss: 0.0312243 | val_loss: 0.0312264 | Time: 2107.23 ms [2022-02-13 01:18:12 main:574] : INFO : Epoch 1952 | loss: 0.0312217 | val_loss: 0.0312258 | Time: 2061.05 ms [2022-02-13 01:18:14 main:574] : INFO : Epoch 1953 | loss: 0.0312226 | val_loss: 0.0312257 | Time: 2032.41 ms [2022-02-13 01:18:16 main:574] : INFO : Epoch 1954 | loss: 0.0312224 | val_loss: 0.0312251 | Time: 2032.75 ms [2022-02-13 01:18:18 main:574] : INFO : Epoch 1955 | loss: 0.0312226 | val_loss: 0.0312236 | Time: 2070.82 ms [2022-02-13 01:18:20 main:574] : INFO : Epoch 1956 | loss: 0.0312223 | val_loss: 0.0312246 | Time: 2025.68 ms [2022-02-13 01:18:22 main:574] : INFO : Epoch 1957 | loss: 0.0312219 | val_loss: 0.0312261 | Time: 2082.72 ms [2022-02-13 01:18:24 main:574] : INFO : Epoch 1958 | loss: 0.0312235 | val_loss: 0.0312271 | Time: 2005.91 ms [2022-02-13 01:18:26 main:574] : INFO : Epoch 1959 | loss: 0.0312265 | val_loss: 0.0312295 | Time: 1983.82 ms [2022-02-13 01:18:28 main:574] : INFO : Epoch 1960 | loss: 0.0312246 | val_loss: 0.031226 | Time: 2071.75 ms [2022-02-13 01:18:31 main:574] : INFO : Epoch 1961 | loss: 0.0312227 | val_loss: 0.0312253 | Time: 2034.55 ms [2022-02-13 01:18:33 main:574] : INFO : Epoch 1962 | loss: 0.0312224 | val_loss: 0.0312243 | Time: 2057.5 ms [2022-02-13 01:18:35 main:574] : INFO : Epoch 1963 | loss: 0.0312222 | val_loss: 0.0312252 | Time: 2048.88 ms [2022-02-13 01:18:37 main:574] : INFO : Epoch 1964 | loss: 0.0312227 | val_loss: 0.0312263 | Time: 2085.71 ms [2022-02-13 01:18:39 main:574] : INFO : Epoch 1965 | loss: 0.0312264 | val_loss: 0.0312297 | Time: 2118.07 ms [2022-02-13 01:18:41 main:574] : INFO : Epoch 1966 | loss: 0.0312262 | val_loss: 0.031228 | Time: 2029.79 ms [2022-02-13 01:18:43 main:574] : INFO : Epoch 1967 | loss: 0.0312259 | val_loss: 0.0312268 | Time: 2064.98 ms [2022-02-13 01:18:45 main:574] : INFO : Epoch 1968 | loss: 0.0312251 | val_loss: 0.0312282 | Time: 2061 ms [2022-02-13 01:18:47 main:574] : INFO : Epoch 1969 | loss: 0.0312254 | val_loss: 0.0312317 | Time: 2068.05 ms [2022-02-13 01:18:49 main:574] : INFO : Epoch 1970 | loss: 0.0312253 | val_loss: 0.0312272 | Time: 2094.01 ms [2022-02-13 01:18:51 main:574] : INFO : Epoch 1971 | loss: 0.0312239 | val_loss: 0.0312265 | Time: 2086.79 ms [2022-02-13 01:18:53 main:574] : INFO : Epoch 1972 | loss: 0.031224 | val_loss: 0.0312278 | Time: 2017.78 ms [2022-02-13 01:18:55 main:574] : INFO : Epoch 1973 | loss: 0.0312231 | val_loss: 0.0312262 | Time: 2083.3 ms [2022-02-13 01:18:58 main:574] : INFO : Epoch 1974 | loss: 0.031223 | val_loss: 0.031226 | Time: 2101.88 ms [2022-02-13 01:19:00 main:574] : INFO : Epoch 1975 | loss: 0.0312238 | val_loss: 0.0312304 | Time: 2024.95 ms [2022-02-13 01:19:02 main:574] : INFO : Epoch 1976 | loss: 0.031223 | val_loss: 0.0312305 | Time: 2018.24 ms [2022-02-13 01:19:04 main:574] : INFO : Epoch 1977 | loss: 0.0312248 | val_loss: 0.0312296 | Time: 2004.43 ms [2022-02-13 01:19:06 main:574] : INFO : Epoch 1978 | loss: 0.0312243 | val_loss: 0.0312324 | Time: 2033.44 ms [2022-02-13 01:19:08 main:574] : INFO : Epoch 1979 | loss: 0.0312257 | val_loss: 0.0312261 | Time: 2017.84 ms [2022-02-13 01:19:10 main:574] : INFO : Epoch 1980 | loss: 0.0312228 | val_loss: 0.0312256 | Time: 2041.77 ms [2022-02-13 01:19:12 main:574] : INFO : Epoch 1981 | loss: 0.0312233 | val_loss: 0.0312322 | Time: 2035.51 ms [2022-02-13 01:19:14 main:574] : INFO : Epoch 1982 | loss: 0.0312241 | val_loss: 0.0312273 | Time: 2076.7 ms [2022-02-13 01:19:16 main:574] : INFO : Epoch 1983 | loss: 0.0312226 | val_loss: 0.0312282 | Time: 2063.59 ms [2022-02-13 01:19:18 main:574] : INFO : Epoch 1984 | loss: 0.0312242 | val_loss: 0.0312266 | Time: 2048.39 ms [2022-02-13 01:19:20 main:574] : INFO : Epoch 1985 | loss: 0.0312223 | val_loss: 0.0312262 | Time: 2026.73 ms [2022-02-13 01:19:22 main:574] : INFO : Epoch 1986 | loss: 0.0312225 | val_loss: 0.0312276 | Time: 2040.89 ms [2022-02-13 01:19:24 main:574] : INFO : Epoch 1987 | loss: 0.0312232 | val_loss: 0.031227 | Time: 2041.21 ms [2022-02-13 01:19:26 main:574] : INFO : Epoch 1988 | loss: 0.0312224 | val_loss: 0.0312257 | Time: 2060.16 ms [2022-02-13 01:19:28 main:574] : INFO : Epoch 1989 | loss: 0.0312216 | val_loss: 0.0312278 | Time: 1995.44 ms [2022-02-13 01:19:30 main:574] : INFO : Epoch 1990 | loss: 0.0312233 | val_loss: 0.0312271 | Time: 2055.2 ms [2022-02-13 01:19:32 main:574] : INFO : Epoch 1991 | loss: 0.0312257 | val_loss: 0.0312265 | Time: 2017.21 ms [2022-02-13 01:19:34 main:574] : INFO : Epoch 1992 | loss: 0.0312255 | val_loss: 0.0312276 | Time: 2081.32 ms [2022-02-13 01:19:36 main:574] : INFO : Epoch 1993 | loss: 0.0312237 | val_loss: 0.0312271 | Time: 2095.41 ms [2022-02-13 01:19:38 main:574] : INFO : Epoch 1994 | loss: 0.031224 | val_loss: 0.0312281 | Time: 2043.82 ms [2022-02-13 01:19:41 main:574] : INFO : Epoch 1995 | loss: 0.031228 | val_loss: 0.0312272 | Time: 2092.77 ms [2022-02-13 01:19:43 main:574] : INFO : Epoch 1996 | loss: 0.0312222 | val_loss: 0.031227 | Time: 2045.52 ms [2022-02-13 01:19:45 main:574] : INFO : Epoch 1997 | loss: 0.031225 | val_loss: 0.03123 | Time: 2053.11 ms [2022-02-13 01:19:47 main:574] : INFO : Epoch 1998 | loss: 0.0312225 | val_loss: 0.0312284 | Time: 2040.18 ms [2022-02-13 01:19:49 main:574] : INFO : Epoch 1999 | loss: 0.031223 | val_loss: 0.0312305 | Time: 2051.61 ms [2022-02-13 01:19:51 main:574] : INFO : Epoch 2000 | loss: 0.0312251 | val_loss: 0.0312291 | Time: 2062.38 ms [2022-02-13 01:19:53 main:574] : INFO : Epoch 2001 | loss: 0.0312231 | val_loss: 0.031225 | Time: 2061.68 ms [2022-02-13 01:19:55 main:574] : INFO : Epoch 2002 | loss: 0.0312226 | val_loss: 0.0312251 | Time: 2054.44 ms [2022-02-13 01:19:57 main:574] : INFO : Epoch 2003 | loss: 0.0312226 | val_loss: 0.0312251 | Time: 2083.97 ms [2022-02-13 01:19:59 main:574] : INFO : Epoch 2004 | loss: 0.0312211 | val_loss: 0.0312262 | Time: 2105.56 ms [2022-02-13 01:20:01 main:574] : INFO : Epoch 2005 | loss: 0.0312247 | val_loss: 0.0312301 | Time: 2142.31 ms [2022-02-13 01:20:03 main:574] : INFO : Epoch 2006 | loss: 0.0312236 | val_loss: 0.0312329 | Time: 2111.29 ms [2022-02-13 01:20:06 main:574] : INFO : Epoch 2007 | loss: 0.031222 | val_loss: 0.031228 | Time: 2131.7 ms [2022-02-13 01:20:08 main:574] : INFO : Epoch 2008 | loss: 0.0312223 | val_loss: 0.0312272 | Time: 2076.62 ms [2022-02-13 01:20:10 main:574] : INFO : Epoch 2009 | loss: 0.0312225 | val_loss: 0.0312261 | Time: 2037.17 ms [2022-02-13 01:20:12 main:574] : INFO : Epoch 2010 | loss: 0.0312225 | val_loss: 0.0312257 | Time: 2005.57 ms [2022-02-13 01:20:14 main:574] : INFO : Epoch 2011 | loss: 0.0312225 | val_loss: 0.0312267 | Time: 2009.47 ms [2022-02-13 01:20:16 main:574] : INFO : Epoch 2012 | loss: 0.0312241 | val_loss: 0.0312264 | Time: 2016.99 ms [2022-02-13 01:20:18 main:574] : INFO : Epoch 2013 | loss: 0.0312217 | val_loss: 0.031226 | Time: 2086.22 ms [2022-02-13 01:20:20 main:574] : INFO : Epoch 2014 | loss: 0.0312219 | val_loss: 0.0312246 | Time: 2118.53 ms [2022-02-13 01:20:22 main:574] : INFO : Epoch 2015 | loss: 0.0312208 | val_loss: 0.0312244 | Time: 2095.66 ms [2022-02-13 01:20:24 main:574] : INFO : Epoch 2016 | loss: 0.0312227 | val_loss: 0.0312258 | Time: 2091.77 ms [2022-02-13 01:20:26 main:574] : INFO : Epoch 2017 | loss: 0.0312242 | val_loss: 0.0312273 | Time: 2045.6 ms [2022-02-13 01:20:28 main:574] : INFO : Epoch 2018 | loss: 0.0312219 | val_loss: 0.0312256 | Time: 2113.86 ms [2022-02-13 01:20:30 main:574] : INFO : Epoch 2019 | loss: 0.0312212 | val_loss: 0.0312263 | Time: 2081.48 ms [2022-02-13 01:20:32 main:574] : INFO : Epoch 2020 | loss: 0.0312224 | val_loss: 0.0312247 | Time: 2071.33 ms [2022-02-13 01:20:35 main:574] : INFO : Epoch 2021 | loss: 0.0312206 | val_loss: 0.0312252 | Time: 2168.53 ms [2022-02-13 01:20:37 main:574] : INFO : Epoch 2022 | loss: 0.0312208 | val_loss: 0.0312264 | Time: 2076.85 ms [2022-02-13 01:20:39 main:574] : INFO : Epoch 2023 | loss: 0.0312222 | val_loss: 0.0312266 | Time: 2105.91 ms [2022-02-13 01:20:41 main:574] : INFO : Epoch 2024 | loss: 0.0312225 | val_loss: 0.0312245 | Time: 2094.18 ms [2022-02-13 01:20:43 main:574] : INFO : Epoch 2025 | loss: 0.0312204 | val_loss: 0.0312261 | Time: 2163.6 ms [2022-02-13 01:20:45 main:574] : INFO : Epoch 2026 | loss: 0.0312223 | val_loss: 0.0312259 | Time: 2066.23 ms [2022-02-13 01:20:47 main:574] : INFO : Epoch 2027 | loss: 0.0312239 | val_loss: 0.0312278 | Time: 2189.43 ms [2022-02-13 01:20:50 main:574] : INFO : Epoch 2028 | loss: 0.0312204 | val_loss: 0.0312257 | Time: 2109.69 ms [2022-02-13 01:20:52 main:574] : INFO : Epoch 2029 | loss: 0.0312201 | val_loss: 0.031224 | Time: 2126.44 ms [2022-02-13 01:20:54 main:574] : INFO : Epoch 2030 | loss: 0.0312185 | val_loss: 0.0312249 | Time: 2127.81 ms [2022-02-13 01:20:56 main:574] : INFO : Epoch 2031 | loss: 0.0312199 | val_loss: 0.0312246 | Time: 2137.5 ms [2022-02-13 01:20:58 main:574] : INFO : Epoch 2032 | loss: 0.0312198 | val_loss: 0.0312298 | Time: 2130.76 ms [2022-02-13 01:21:00 main:574] : INFO : Epoch 2033 | loss: 0.0312201 | val_loss: 0.0312236 | Time: 2122.56 ms [2022-02-13 01:21:02 main:574] : INFO : Epoch 2034 | loss: 0.031219 | val_loss: 0.0312243 | Time: 2137.68 ms [2022-02-13 01:21:04 main:574] : INFO : Epoch 2035 | loss: 0.0312192 | val_loss: 0.0312245 | Time: 2142.82 ms [2022-02-13 01:21:07 main:574] : INFO : Epoch 2036 | loss: 0.0312198 | val_loss: 0.0312245 | Time: 2127.29 ms [2022-02-13 01:21:09 main:574] : INFO : Epoch 2037 | loss: 0.0312193 | val_loss: 0.0312246 | Time: 2113.4 ms [2022-02-13 01:21:11 main:574] : INFO : Epoch 2038 | loss: 0.0312199 | val_loss: 0.0312253 | Time: 2146.57 ms [2022-02-13 01:21:13 main:574] : INFO : Epoch 2039 | loss: 0.0312201 | val_loss: 0.0312238 | Time: 2127.73 ms [2022-02-13 01:21:15 main:574] : INFO : Epoch 2040 | loss: 0.0312217 | val_loss: 0.0312251 | Time: 2153.29 ms [2022-02-13 01:21:17 main:574] : INFO : Epoch 2041 | loss: 0.0312238 | val_loss: 0.0312294 | Time: 2121.02 ms [2022-02-13 01:21:20 main:574] : INFO : Epoch 2042 | loss: 0.0312207 | val_loss: 0.0312245 | Time: 2200.54 ms [2022-02-13 01:21:22 main:574] : INFO : Epoch 2043 | loss: 0.0312188 | val_loss: 0.0312237 | Time: 2144.8 ms [2022-02-13 01:21:24 main:574] : INFO : Epoch 2044 | loss: 0.0312178 | val_loss: 0.0312235 | Time: 2157.24 ms [2022-02-13 01:21:26 main:574] : INFO : Epoch 2045 | loss: 0.0312199 | val_loss: 0.0312247 | Time: 2120.76 ms [2022-02-13 01:21:28 main:574] : INFO : Epoch 2046 | loss: 0.0312208 | val_loss: 0.0312263 | Time: 2132.27 ms [2022-02-13 01:21:30 main:574] : INFO : Epoch 2047 | loss: 0.0312203 | val_loss: 0.0312272 | Time: 2134.4 ms [2022-02-13 01:21:32 main:574] : INFO : Epoch 2048 | loss: 0.0312218 | val_loss: 0.0312259 | Time: 2158.35 ms [2022-02-13 01:21:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312259 [2022-02-13 01:21:32 main:603] : INFO : Saving end state to config to file [2022-02-13 01:21:32 main:608] : INFO : Success, exiting.. 01:21:32 (13492): 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)