Task 10950670
| Name | ParityModified-1639950374-29635-2-0_0 |
| Workunit | 8244534 |
| Created | 22 Jan 2022, 6:14:37 UTC |
| Sent | 12 Feb 2022, 18:59:02 UTC |
| Report deadline | 20 Feb 2022, 18:59:02 UTC |
| Received | 13 Feb 2022, 6:09:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17996 |
| Run time | 1 hours 10 min 40 sec |
| CPU time | 1 hours 10 min 20 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> : Epoch 1542 | loss: 0.0312373 | val_loss: 0.0312374 | Time: 2094.6 ms [2022-02-12 23:51:46 main:574] : INFO : Epoch 1543 | loss: 0.0312374 | val_loss: 0.0312413 | Time: 2094.89 ms [2022-02-12 23:51:48 main:574] : INFO : Epoch 1544 | loss: 0.0312374 | val_loss: 0.0312401 | Time: 2042.52 ms [2022-02-12 23:51:50 main:574] : INFO : Epoch 1545 | loss: 0.0312361 | val_loss: 0.0312363 | Time: 2101.16 ms [2022-02-12 23:51:52 main:574] : INFO : Epoch 1546 | loss: 0.0312418 | val_loss: 0.0312414 | Time: 2113.47 ms [2022-02-12 23:51:54 main:574] : INFO : Epoch 1547 | loss: 0.0312389 | val_loss: 0.0312377 | Time: 2074.39 ms [2022-02-12 23:51:56 main:574] : INFO : Epoch 1548 | loss: 0.0312358 | val_loss: 0.0312364 | Time: 2129.86 ms [2022-02-12 23:51:58 main:574] : INFO : Epoch 1549 | loss: 0.0312362 | val_loss: 0.0312431 | Time: 2065.95 ms [2022-02-12 23:52:01 main:574] : INFO : Epoch 1550 | loss: 0.0312375 | val_loss: 0.0312366 | Time: 2091.18 ms [2022-02-12 23:52:03 main:574] : INFO : Epoch 1551 | loss: 0.0312371 | val_loss: 0.031238 | Time: 2062.52 ms [2022-02-12 23:52:05 main:574] : INFO : Epoch 1552 | loss: 0.0312361 | val_loss: 0.0312383 | Time: 2058.67 ms [2022-02-12 23:52:07 main:574] : INFO : Epoch 1553 | loss: 0.0312356 | val_loss: 0.0312354 | Time: 2061.88 ms [2022-02-12 23:52:09 main:574] : INFO : Epoch 1554 | loss: 0.0312354 | val_loss: 0.0312379 | Time: 2134.93 ms [2022-02-12 23:52:11 main:574] : INFO : Epoch 1555 | loss: 0.0312347 | val_loss: 0.0312362 | Time: 2099.11 ms [2022-02-12 23:52:13 main:574] : INFO : Epoch 1556 | loss: 0.0312346 | val_loss: 0.0312348 | Time: 2071.89 ms [2022-02-12 23:52:15 main:574] : INFO : Epoch 1557 | loss: 0.0312336 | val_loss: 0.0312362 | Time: 2050.45 ms [2022-02-12 23:52:17 main:574] : INFO : Epoch 1558 | loss: 0.0312352 | val_loss: 0.0312379 | Time: 2079.24 ms [2022-02-12 23:52:19 main:574] : INFO : Epoch 1559 | loss: 0.031239 | val_loss: 0.0312372 | Time: 2076.69 ms [2022-02-12 23:52:21 main:574] : INFO : Epoch 1560 | loss: 0.0312361 | val_loss: 0.0312365 | Time: 2032.62 ms [2022-02-12 23:52:23 main:574] : INFO : Epoch 1561 | loss: 0.0312339 | val_loss: 0.0312354 | Time: 2017.49 ms [2022-02-12 23:52:25 main:574] : INFO : Epoch 1562 | loss: 0.0312335 | val_loss: 0.0312361 | Time: 2046.22 ms [2022-02-12 23:52:28 main:574] : INFO : Epoch 1563 | loss: 0.0312332 | val_loss: 0.0312348 | Time: 2044.32 ms [2022-02-12 23:52:30 main:574] : INFO : Epoch 1564 | loss: 0.0312337 | val_loss: 0.0312338 | Time: 2005.6 ms [2022-02-12 23:52:32 main:574] : INFO : Epoch 1565 | loss: 0.0312339 | val_loss: 0.0312333 | Time: 2040.18 ms [2022-02-12 23:52:34 main:574] : INFO : Epoch 1566 | loss: 0.0312357 | val_loss: 0.0312365 | Time: 2070.5 ms [2022-02-12 23:52:36 main:574] : INFO : Epoch 1567 | loss: 0.0312344 | val_loss: 0.0312371 | Time: 2065.37 ms [2022-02-12 23:52:38 main:574] : INFO : Epoch 1568 | loss: 0.0312349 | val_loss: 0.0312349 | Time: 2105.82 ms [2022-02-12 23:52:40 main:574] : INFO : Epoch 1569 | loss: 0.0312333 | val_loss: 0.0312389 | Time: 2062.83 ms [2022-02-12 23:52:42 main:574] : INFO : Epoch 1570 | loss: 0.0312326 | val_loss: 0.0312355 | Time: 2084.42 ms [2022-02-12 23:52:44 main:574] : INFO : Epoch 1571 | loss: 0.0312322 | val_loss: 0.0312332 | Time: 2210.72 ms [2022-02-12 23:52:46 main:574] : INFO : Epoch 1572 | loss: 0.0312315 | val_loss: 0.0312328 | Time: 2106.49 ms [2022-02-12 23:52:49 main:574] : INFO : Epoch 1573 | loss: 0.0312317 | val_loss: 0.031233 | Time: 2214.93 ms [2022-02-12 23:52:51 main:574] : INFO : Epoch 1574 | loss: 0.031231 | val_loss: 0.0312347 | Time: 2221.96 ms [2022-02-12 23:52:53 main:574] : INFO : Epoch 1575 | loss: 0.0312324 | val_loss: 0.0312357 | Time: 2164.36 ms [2022-02-12 23:52:55 main:574] : INFO : Epoch 1576 | loss: 0.0312321 | val_loss: 0.0312398 | Time: 2145.28 ms [2022-02-12 23:52:57 main:574] : INFO : Epoch 1577 | loss: 0.0312332 | val_loss: 0.0312334 | Time: 2154.21 ms [2022-02-12 23:52:59 main:574] : INFO : Epoch 1578 | loss: 0.0312313 | val_loss: 0.0312336 | Time: 2090.75 ms [2022-02-12 23:53:01 main:574] : INFO : Epoch 1579 | loss: 0.0312313 | val_loss: 0.0312314 | Time: 2076.17 ms [2022-02-12 23:53:04 main:574] : INFO : Epoch 1580 | loss: 0.0312315 | val_loss: 0.0312324 | Time: 2074.45 ms [2022-02-12 23:53:06 main:574] : INFO : Epoch 1581 | loss: 0.0312312 | val_loss: 0.0312347 | Time: 2105.55 ms [2022-02-12 23:53:08 main:574] : INFO : Epoch 1582 | loss: 0.0312314 | val_loss: 0.03124 | Time: 2057.52 ms [2022-02-12 23:53:10 main:574] : INFO : Epoch 1583 | loss: 0.0312321 | val_loss: 0.0312314 | Time: 2069.18 ms [2022-02-12 23:53:12 main:574] : INFO : Epoch 1584 | loss: 0.0312311 | val_loss: 0.0312389 | Time: 2033.41 ms [2022-02-12 23:53:14 main:574] : INFO : Epoch 1585 | loss: 0.0312342 | val_loss: 0.0312317 | Time: 2078.82 ms [2022-02-12 23:53:16 main:574] : INFO : Epoch 1586 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 2062.85 ms [2022-02-12 23:53:18 main:574] : INFO : Epoch 1587 | loss: 0.0312338 | val_loss: 0.0312314 | Time: 2012.31 ms [2022-02-12 23:53:20 main:574] : INFO : Epoch 1588 | loss: 0.0312321 | val_loss: 0.0312319 | Time: 2029.95 ms [2022-02-12 23:53:22 main:574] : INFO : Epoch 1589 | loss: 0.031236 | val_loss: 0.0312395 | Time: 2033.53 ms [2022-02-12 23:53:24 main:574] : INFO : Epoch 1590 | loss: 0.031234 | val_loss: 0.0312337 | Time: 1984.92 ms [2022-02-12 23:53:26 main:574] : INFO : Epoch 1591 | loss: 0.0312324 | val_loss: 0.0312325 | Time: 1974.84 ms [2022-02-12 23:53:28 main:574] : INFO : Epoch 1592 | loss: 0.0312338 | val_loss: 0.0312396 | Time: 1966.16 ms [2022-02-12 23:53:30 main:574] : INFO : Epoch 1593 | loss: 0.0312332 | val_loss: 0.0312328 | Time: 2062.96 ms [2022-02-12 23:53:32 main:574] : INFO : Epoch 1594 | loss: 0.0312314 | val_loss: 0.0312312 | Time: 2055.56 ms [2022-02-12 23:53:34 main:574] : INFO : Epoch 1595 | loss: 0.031231 | val_loss: 0.0312316 | Time: 2019.09 ms [2022-02-12 23:53:36 main:574] : INFO : Epoch 1596 | loss: 0.0312319 | val_loss: 0.0312298 | Time: 2044.77 ms [2022-02-12 23:53:38 main:574] : INFO : Epoch 1597 | loss: 0.0312303 | val_loss: 0.0312306 | Time: 2075.37 ms [2022-02-12 23:53:40 main:574] : INFO : Epoch 1598 | loss: 0.0312307 | val_loss: 0.0312309 | Time: 2011.81 ms [2022-02-12 23:53:42 main:574] : INFO : Epoch 1599 | loss: 0.0312317 | val_loss: 0.0312325 | Time: 1999.61 ms [2022-02-12 23:53:45 main:574] : INFO : Epoch 1600 | loss: 0.0312328 | val_loss: 0.0312355 | Time: 2049.99 ms [2022-02-12 23:53:47 main:574] : INFO : Epoch 1601 | loss: 0.0312337 | val_loss: 0.0312307 | Time: 2043.86 ms [2022-02-12 23:53:49 main:574] : INFO : Epoch 1602 | loss: 0.0312316 | val_loss: 0.0312298 | Time: 1994.83 ms [2022-02-12 23:53:51 main:574] : INFO : Epoch 1603 | loss: 0.0312313 | val_loss: 0.0312301 | Time: 2033.18 ms [2022-02-12 23:53:53 main:574] : INFO : Epoch 1604 | loss: 0.0312327 | val_loss: 0.0312293 | Time: 2064.54 ms [2022-02-12 23:53:55 main:574] : INFO : Epoch 1605 | loss: 0.0312314 | val_loss: 0.0312312 | Time: 2019.95 ms [2022-02-12 23:53:57 main:574] : INFO : Epoch 1606 | loss: 0.0312317 | val_loss: 0.0312294 | Time: 2055.52 ms [2022-02-12 23:53:59 main:574] : INFO : Epoch 1607 | loss: 0.0312324 | val_loss: 0.0312301 | Time: 2096.97 ms [2022-02-12 23:54:01 main:574] : INFO : Epoch 1608 | loss: 0.0312322 | val_loss: 0.0312378 | Time: 2036.62 ms [2022-02-12 23:54:03 main:574] : INFO : Epoch 1609 | loss: 0.0312312 | val_loss: 0.0312297 | Time: 2042.68 ms [2022-02-12 23:54:05 main:574] : INFO : Epoch 1610 | loss: 0.0312285 | val_loss: 0.0312274 | Time: 2046.42 ms [2022-02-12 23:54:07 main:574] : INFO : Epoch 1611 | loss: 0.0312277 | val_loss: 0.0312263 | Time: 1999.83 ms [2022-02-12 23:54:09 main:574] : INFO : Epoch 1612 | loss: 0.0312287 | val_loss: 0.0312283 | Time: 2035.88 ms [2022-02-12 23:54:11 main:574] : INFO : Epoch 1613 | loss: 0.0312287 | val_loss: 0.0312276 | Time: 2049.77 ms [2022-02-12 23:54:13 main:574] : INFO : Epoch 1614 | loss: 0.0312302 | val_loss: 0.0312283 | Time: 2011.77 ms [2022-02-12 23:54:15 main:574] : INFO : Epoch 1615 | loss: 0.0312323 | val_loss: 0.0312317 | Time: 2042.62 ms [2022-02-12 23:54:17 main:574] : INFO : Epoch 1616 | loss: 0.0312292 | val_loss: 0.0312253 | Time: 2045.3 ms [2022-02-12 23:54:19 main:574] : INFO : Epoch 1617 | loss: 0.0312325 | val_loss: 0.0312425 | Time: 2105.4 ms [2022-02-12 23:54:21 main:574] : INFO : Epoch 1618 | loss: 0.0312432 | val_loss: 0.0312356 | Time: 2038.57 ms [2022-02-12 23:54:23 main:574] : INFO : Epoch 1619 | loss: 0.0312388 | val_loss: 0.0312334 | Time: 2007.62 ms [2022-02-12 23:54:26 main:574] : INFO : Epoch 1620 | loss: 0.0312379 | val_loss: 0.031235 | Time: 2079.02 ms [2022-02-12 23:54:28 main:574] : INFO : Epoch 1621 | loss: 0.0312348 | val_loss: 0.0312342 | Time: 2040.37 ms [2022-02-12 23:54:30 main:574] : INFO : Epoch 1622 | loss: 0.0312361 | val_loss: 0.0312362 | Time: 2069.89 ms [2022-02-12 23:54:32 main:574] : INFO : Epoch 1623 | loss: 0.0312353 | val_loss: 0.0312313 | Time: 2026.38 ms [2022-02-12 23:54:34 main:574] : INFO : Epoch 1624 | loss: 0.0312327 | val_loss: 0.0312386 | Time: 2050.98 ms [2022-02-12 23:54:36 main:574] : INFO : Epoch 1625 | loss: 0.0312362 | val_loss: 0.0312319 | Time: 2019.42 ms [2022-02-12 23:54:38 main:574] : INFO : Epoch 1626 | loss: 0.0312327 | val_loss: 0.0312308 | Time: 2046.69 ms [2022-02-12 23:54:40 main:574] : INFO : Epoch 1627 | loss: 0.0312319 | val_loss: 0.0312301 | Time: 2075.78 ms [2022-02-12 23:54:42 main:574] : INFO : Epoch 1628 | loss: 0.0312318 | val_loss: 0.0312298 | Time: 2030.62 ms [2022-02-12 23:54:44 main:574] : INFO : Epoch 1629 | loss: 0.0312326 | val_loss: 0.0312312 | Time: 2050.5 ms [2022-02-12 23:54:46 main:574] : INFO : Epoch 1630 | loss: 0.0312338 | val_loss: 0.0312354 | Time: 2071.38 ms [2022-02-12 23:54:48 main:574] : INFO : Epoch 1631 | loss: 0.0312339 | val_loss: 0.031239 | Time: 2104.27 ms [2022-02-12 23:54:50 main:574] : INFO : Epoch 1632 | loss: 0.0312316 | val_loss: 0.031232 | Time: 2076.85 ms [2022-02-12 23:54:52 main:574] : INFO : Epoch 1633 | loss: 0.0312343 | val_loss: 0.0312366 | Time: 2062.6 ms [2022-02-12 23:54:54 main:574] : INFO : Epoch 1634 | loss: 0.0312311 | val_loss: 0.0312357 | Time: 2063.75 ms [2022-02-12 23:54:57 main:574] : INFO : Epoch 1635 | loss: 0.0312374 | val_loss: 0.0312351 | Time: 2105.97 ms [2022-02-12 23:54:59 main:574] : INFO : Epoch 1636 | loss: 0.031234 | val_loss: 0.0312303 | Time: 2085.87 ms [2022-02-12 23:55:01 main:574] : INFO : Epoch 1637 | loss: 0.0312282 | val_loss: 0.0312278 | Time: 2090.34 ms [2022-02-12 23:55:03 main:574] : INFO : Epoch 1638 | loss: 0.0312308 | val_loss: 0.0312315 | Time: 2060.16 ms [2022-02-12 23:55:05 main:574] : INFO : Epoch 1639 | loss: 0.0312306 | val_loss: 0.0312293 | Time: 2078.31 ms [2022-02-12 23:55:07 main:574] : INFO : Epoch 1640 | loss: 0.0312316 | val_loss: 0.0312325 | Time: 2113.67 ms [2022-02-12 23:55:09 main:574] : INFO : Epoch 1641 | loss: 0.0312322 | val_loss: 0.03123 | Time: 2109.01 ms [2022-02-12 23:55:11 main:574] : INFO : Epoch 1642 | loss: 0.0312305 | val_loss: 0.0312285 | Time: 2125.64 ms [2022-02-12 23:55:13 main:574] : INFO : Epoch 1643 | loss: 0.03123 | val_loss: 0.0312295 | Time: 2130.26 ms [2022-02-12 23:55:15 main:574] : INFO : Epoch 1644 | loss: 0.031228 | val_loss: 0.0312308 | Time: 2147.63 ms [2022-02-12 23:55:18 main:574] : INFO : Epoch 1645 | loss: 0.0312288 | val_loss: 0.0312279 | Time: 2133.24 ms [2022-02-12 23:55:20 main:574] : INFO : Epoch 1646 | loss: 0.0312275 | val_loss: 0.0312276 | Time: 2137.47 ms [2022-02-12 23:55:22 main:574] : INFO : Epoch 1647 | loss: 0.031227 | val_loss: 0.0312308 | Time: 2145.28 ms [2022-02-12 23:55:24 main:574] : INFO : Epoch 1648 | loss: 0.0312287 | val_loss: 0.0312293 | Time: 2146.02 ms [2022-02-12 23:55:26 main:574] : INFO : Epoch 1649 | loss: 0.0312305 | val_loss: 0.0312352 | Time: 2154.83 ms [2022-02-12 23:55:28 main:574] : INFO : Epoch 1650 | loss: 0.0312292 | val_loss: 0.0312325 | Time: 2110.54 ms [2022-02-12 23:55:31 main:574] : INFO : Epoch 1651 | loss: 0.0312323 | val_loss: 0.0312303 | Time: 2151.64 ms [2022-02-12 23:55:33 main:574] : INFO : Epoch 1652 | loss: 0.0312328 | val_loss: 0.0312311 | Time: 2145.42 ms [2022-02-12 23:55:35 main:574] : INFO : Epoch 1653 | loss: 0.0312286 | val_loss: 0.0312291 | Time: 2139.73 ms [2022-02-12 23:55:37 main:574] : INFO : Epoch 1654 | loss: 0.0312283 | val_loss: 0.0312301 | Time: 2136.14 ms [2022-02-12 23:55:39 main:574] : INFO : Epoch 1655 | loss: 0.0312268 | val_loss: 0.0312269 | Time: 2186.12 ms [2022-02-12 23:55:41 main:574] : INFO : Epoch 1656 | loss: 0.0312266 | val_loss: 0.0312325 | Time: 2128.48 ms [2022-02-12 23:55:43 main:574] : INFO : Epoch 1657 | loss: 0.0312272 | val_loss: 0.0312273 | Time: 2115.47 ms [2022-02-12 23:55:46 main:574] : INFO : Epoch 1658 | loss: 0.0312254 | val_loss: 0.0312262 | Time: 2143.97 ms [2022-02-12 23:55:48 main:574] : INFO : Epoch 1659 | loss: 0.0312247 | val_loss: 0.0312281 | Time: 2123.2 ms [2022-02-12 23:55:50 main:574] : INFO : Epoch 1660 | loss: 0.0312253 | val_loss: 0.0312286 | Time: 2168.85 ms [2022-02-12 23:55:52 main:574] : INFO : Epoch 1661 | loss: 0.0312246 | val_loss: 0.0312321 | Time: 2156.11 ms [2022-02-12 23:55:54 main:574] : INFO : Epoch 1662 | loss: 0.0312264 | val_loss: 0.0312286 | Time: 2118.66 ms [2022-02-12 23:55:56 main:574] : INFO : Epoch 1663 | loss: 0.0312257 | val_loss: 0.0312348 | Time: 2161.11 ms [2022-02-12 23:55:58 main:574] : INFO : Epoch 1664 | loss: 0.0312305 | val_loss: 0.0312386 | Time: 2153.32 ms [2022-02-12 23:56:01 main:574] : INFO : Epoch 1665 | loss: 0.0312285 | val_loss: 0.0312267 | Time: 2140.65 ms [2022-02-12 23:56:03 main:574] : INFO : Epoch 1666 | loss: 0.0312239 | val_loss: 0.0312263 | Time: 2062.24 ms [2022-02-12 23:56:05 main:574] : INFO : Epoch 1667 | loss: 0.0312253 | val_loss: 0.0312277 | Time: 2062.36 ms [2022-02-12 23:56:07 main:574] : INFO : Epoch 1668 | loss: 0.0312246 | val_loss: 0.0312327 | Time: 2009.14 ms [2022-02-12 23:56:09 main:574] : INFO : Epoch 1669 | loss: 0.0312246 | val_loss: 0.0312324 | Time: 2004.31 ms [2022-02-12 23:56:11 main:574] : INFO : Epoch 1670 | loss: 0.0312267 | val_loss: 0.0312278 | Time: 2020.86 ms [2022-02-12 23:56:13 main:574] : INFO : Epoch 1671 | loss: 0.0312238 | val_loss: 0.0312256 | Time: 2017.63 ms [2022-02-12 23:56:15 main:574] : INFO : Epoch 1672 | loss: 0.0312238 | val_loss: 0.0312268 | Time: 1989.2 ms [2022-02-12 23:56:17 main:574] : INFO : Epoch 1673 | loss: 0.0312279 | val_loss: 0.0312305 | Time: 2022.64 ms [2022-02-12 23:56:19 main:574] : INFO : Epoch 1674 | loss: 0.0312267 | val_loss: 0.0312278 | Time: 2032.05 ms [2022-02-12 23:56:21 main:574] : INFO : Epoch 1675 | loss: 0.0312249 | val_loss: 0.0312258 | Time: 2068.69 ms [2022-02-12 23:56:23 main:574] : INFO : Epoch 1676 | loss: 0.0312237 | val_loss: 0.0312245 | Time: 2060.13 ms [2022-02-12 23:56:25 main:574] : INFO : Epoch 1677 | loss: 0.0312225 | val_loss: 0.0312314 | Time: 2032.05 ms [2022-02-12 23:56:27 main:574] : INFO : Epoch 1678 | loss: 0.0312245 | val_loss: 0.0312293 | Time: 2040.75 ms [2022-02-12 23:56:29 main:574] : INFO : Epoch 1679 | loss: 0.0312251 | val_loss: 0.0312283 | Time: 2030.97 ms [2022-02-12 23:56:31 main:574] : INFO : Epoch 1680 | loss: 0.0312259 | val_loss: 0.0312235 | Time: 2047.96 ms [2022-02-12 23:56:33 main:574] : INFO : Epoch 1681 | loss: 0.031224 | val_loss: 0.0312274 | Time: 2052.92 ms [2022-02-12 23:56:35 main:574] : INFO : Epoch 1682 | loss: 0.0312243 | val_loss: 0.0312243 | Time: 2052.26 ms [2022-02-12 23:56:37 main:574] : INFO : Epoch 1683 | loss: 0.031222 | val_loss: 0.0312234 | Time: 2079.87 ms [2022-02-12 23:56:39 main:574] : INFO : Epoch 1684 | loss: 0.031222 | val_loss: 0.0312276 | Time: 2052.14 ms [2022-02-12 23:56:41 main:574] : INFO : Epoch 1685 | loss: 0.0312252 | val_loss: 0.0312279 | Time: 2044.58 ms [2022-02-12 23:56:44 main:574] : INFO : Epoch 1686 | loss: 0.0312267 | val_loss: 0.0312271 | Time: 2087.56 ms [2022-02-12 23:56:46 main:574] : INFO : Epoch 1687 | loss: 0.0312252 | val_loss: 0.0312283 | Time: 2070.69 ms [2022-02-12 23:56:48 main:574] : INFO : Epoch 1688 | loss: 0.0312229 | val_loss: 0.0312277 | Time: 2090.76 ms [2022-02-12 23:56:50 main:574] : INFO : Epoch 1689 | loss: 0.0312232 | val_loss: 0.0312266 | Time: 2067.05 ms [2022-02-12 23:56:52 main:574] : INFO : Epoch 1690 | loss: 0.0312254 | val_loss: 0.0312248 | Time: 2077.18 ms [2022-02-12 23:56:54 main:574] : INFO : Epoch 1691 | loss: 0.0312235 | val_loss: 0.0312231 | Time: 2038.82 ms [2022-02-12 23:56:56 main:574] : INFO : Epoch 1692 | loss: 0.0312227 | val_loss: 0.0312241 | Time: 2051.37 ms [2022-02-12 23:56:58 main:574] : INFO : Epoch 1693 | loss: 0.0312219 | val_loss: 0.0312233 | Time: 2074.47 ms [2022-02-12 23:57:01 main:574] : INFO : Epoch 1694 | loss: 0.0312214 | val_loss: 0.0312285 | Time: 2058.04 ms [2022-02-12 23:57:03 main:574] : INFO : Epoch 1695 | loss: 0.0312223 | val_loss: 0.0312237 | Time: 2028.19 ms [2022-02-12 23:57:05 main:574] : INFO : Epoch 1696 | loss: 0.0312228 | val_loss: 0.0312313 | Time: 2015.44 ms [2022-02-12 23:57:07 main:574] : INFO : Epoch 1697 | loss: 0.0312237 | val_loss: 0.0312338 | Time: 2070.29 ms [2022-02-12 23:57:09 main:574] : INFO : Epoch 1698 | loss: 0.0312246 | val_loss: 0.0312244 | Time: 2036.58 ms [2022-02-12 23:57:11 main:574] : INFO : Epoch 1699 | loss: 0.0312217 | val_loss: 0.0312242 | Time: 2025.41 ms [2022-02-12 23:57:13 main:574] : INFO : Epoch 1700 | loss: 0.0312219 | val_loss: 0.0312224 | Time: 2043.86 ms [2022-02-12 23:57:15 main:574] : INFO : Epoch 1701 | loss: 0.0312227 | val_loss: 0.0312235 | Time: 2046.5 ms [2022-02-12 23:57:17 main:574] : INFO : Epoch 1702 | loss: 0.0312205 | val_loss: 0.031224 | Time: 2032.05 ms [2022-02-12 23:57:19 main:574] : INFO : Epoch 1703 | loss: 0.031225 | val_loss: 0.031228 | Time: 2063.92 ms [2022-02-12 23:57:22 main:574] : INFO : Epoch 1704 | loss: 0.0312204 | val_loss: 0.0312232 | Time: 2070.36 ms [2022-02-12 23:57:24 main:574] : INFO : Epoch 1705 | loss: 0.0312212 | val_loss: 0.0312221 | Time: 2061.51 ms [2022-02-12 23:57:26 main:574] : INFO : Epoch 1706 | loss: 0.0312199 | val_loss: 0.0312241 | Time: 2041.24 ms [2022-02-12 23:57:28 main:574] : INFO : Epoch 1707 | loss: 0.0312249 | val_loss: 0.0312277 | Time: 2031.03 ms [2022-02-12 23:57:30 main:574] : INFO : Epoch 1708 | loss: 0.0312206 | val_loss: 0.0312228 | Time: 2046.92 ms [2022-02-12 23:57:32 main:574] : INFO : Epoch 1709 | loss: 0.0312209 | val_loss: 0.0312226 | Time: 2041.41 ms [2022-02-12 23:57:34 main:574] : INFO : Epoch 1710 | loss: 0.0312214 | val_loss: 0.0312227 | Time: 2026.12 ms [2022-02-12 23:57:36 main:574] : INFO : Epoch 1711 | loss: 0.03122 | val_loss: 0.0312217 | Time: 2034.17 ms [2022-02-12 23:57:38 main:574] : INFO : Epoch 1712 | loss: 0.0312199 | val_loss: 0.0312252 | Time: 2021.64 ms [2022-02-12 23:57:40 main:574] : INFO : Epoch 1713 | loss: 0.031219 | val_loss: 0.0312244 | Time: 2061.34 ms [2022-02-12 23:57:42 main:574] : INFO : Epoch 1714 | loss: 0.031222 | val_loss: 0.031222 | Time: 2055.9 ms [2022-02-12 23:57:44 main:574] : INFO : Epoch 1715 | loss: 0.0312285 | val_loss: 0.0312236 | Time: 2004.45 ms [2022-02-12 23:57:46 main:574] : INFO : Epoch 1716 | loss: 0.03122 | val_loss: 0.0312227 | Time: 2009.85 ms [2022-02-12 23:57:48 main:574] : INFO : Epoch 1717 | loss: 0.0312188 | val_loss: 0.0312239 | Time: 2015.36 ms [2022-02-12 23:57:50 main:574] : INFO : Epoch 1718 | loss: 0.0312224 | val_loss: 0.0312309 | Time: 2077.04 ms [2022-02-12 23:57:52 main:574] : INFO : Epoch 1719 | loss: 0.0312266 | val_loss: 0.0312233 | Time: 2047.65 ms [2022-02-12 23:57:54 main:574] : INFO : Epoch 1720 | loss: 0.0312192 | val_loss: 0.0312215 | Time: 2009.92 ms [2022-02-12 23:57:56 main:574] : INFO : Epoch 1721 | loss: 0.0312196 | val_loss: 0.0312273 | Time: 2040.1 ms [2022-02-12 23:57:59 main:574] : INFO : Epoch 1722 | loss: 0.0312214 | val_loss: 0.031222 | Time: 2022.69 ms [2022-02-12 23:58:01 main:574] : INFO : Epoch 1723 | loss: 0.0312202 | val_loss: 0.0312219 | Time: 2057.64 ms [2022-02-12 23:58:03 main:574] : INFO : Epoch 1724 | loss: 0.0312186 | val_loss: 0.0312256 | Time: 2073.96 ms [2022-02-12 23:58:05 main:574] : INFO : Epoch 1725 | loss: 0.0312191 | val_loss: 0.0312242 | Time: 2032.77 ms [2022-02-12 23:58:07 main:574] : INFO : Epoch 1726 | loss: 0.0312192 | val_loss: 0.0312227 | Time: 2037.56 ms [2022-02-12 23:58:09 main:574] : INFO : Epoch 1727 | loss: 0.0312191 | val_loss: 0.031223 | Time: 2030.13 ms [2022-02-12 23:58:11 main:574] : INFO : Epoch 1728 | loss: 0.0312186 | val_loss: 0.0312237 | Time: 2046.07 ms [2022-02-12 23:58:13 main:574] : INFO : Epoch 1729 | loss: 0.0312166 | val_loss: 0.0312193 | Time: 2002.91 ms [2022-02-12 23:58:15 main:574] : INFO : Epoch 1730 | loss: 0.0312165 | val_loss: 0.0312236 | Time: 2051.25 ms [2022-02-12 23:58:17 main:574] : INFO : Epoch 1731 | loss: 0.031217 | val_loss: 0.0312255 | Time: 2056.06 ms [2022-02-12 23:58:19 main:574] : INFO : Epoch 1732 | loss: 0.0312218 | val_loss: 0.0312207 | Time: 2094.47 ms [2022-02-12 23:58:21 main:574] : INFO : Epoch 1733 | loss: 0.0312178 | val_loss: 0.031219 | Time: 2162.24 ms [2022-02-12 23:58:23 main:574] : INFO : Epoch 1734 | loss: 0.0312189 | val_loss: 0.0312208 | Time: 2079.74 ms [2022-02-12 23:58:25 main:574] : INFO : Epoch 1735 | loss: 0.0312175 | val_loss: 0.0312191 | Time: 2178.58 ms [2022-02-12 23:58:28 main:574] : INFO : Epoch 1736 | loss: 0.0312204 | val_loss: 0.031219 | Time: 2096.56 ms [2022-02-12 23:58:30 main:574] : INFO : Epoch 1737 | loss: 0.031217 | val_loss: 0.0312198 | Time: 2086.56 ms [2022-02-12 23:58:32 main:574] : INFO : Epoch 1738 | loss: 0.0312152 | val_loss: 0.0312183 | Time: 2010.53 ms [2022-02-12 23:58:34 main:574] : INFO : Epoch 1739 | loss: 0.0312157 | val_loss: 0.0312266 | Time: 2011.58 ms [2022-02-12 23:58:36 main:574] : INFO : Epoch 1740 | loss: 0.0312178 | val_loss: 0.03122 | Time: 2077.28 ms [2022-02-12 23:58:38 main:574] : INFO : Epoch 1741 | loss: 0.0312153 | val_loss: 0.0312194 | Time: 2093.77 ms [2022-02-12 23:58:40 main:574] : INFO : Epoch 1742 | loss: 0.0312166 | val_loss: 0.0312219 | Time: 2147.87 ms [2022-02-12 23:58:42 main:574] : INFO : Epoch 1743 | loss: 0.0312181 | val_loss: 0.0312227 | Time: 2157.76 ms [2022-02-12 23:58:44 main:574] : INFO : Epoch 1744 | loss: 0.0312231 | val_loss: 0.0312281 | Time: 2149.84 ms [2022-02-12 23:58:46 main:574] : INFO : Epoch 1745 | loss: 0.0312237 | val_loss: 0.0312227 | Time: 2134.32 ms [2022-02-12 23:58:49 main:574] : INFO : Epoch 1746 | loss: 0.0312181 | val_loss: 0.0312187 | Time: 2102.86 ms [2022-02-12 23:58:51 main:574] : INFO : Epoch 1747 | loss: 0.0312153 | val_loss: 0.0312189 | Time: 2126.44 ms [2022-02-12 23:58:53 main:574] : INFO : Epoch 1748 | loss: 0.0312163 | val_loss: 0.0312239 | Time: 2056.27 ms [2022-02-12 23:58:55 main:574] : INFO : Epoch 1749 | loss: 0.0312178 | val_loss: 0.0312178 | Time: 2094.54 ms [2022-02-12 23:58:57 main:574] : INFO : Epoch 1750 | loss: 0.0312172 | val_loss: 0.0312193 | Time: 2100.66 ms [2022-02-12 23:58:59 main:574] : INFO : Epoch 1751 | loss: 0.0312161 | val_loss: 0.0312194 | Time: 2110.04 ms [2022-02-12 23:59:01 main:574] : INFO : Epoch 1752 | loss: 0.0312154 | val_loss: 0.0312213 | Time: 2035.72 ms [2022-02-12 23:59:03 main:574] : INFO : Epoch 1753 | loss: 0.0312146 | val_loss: 0.0312188 | Time: 2046.07 ms [2022-02-12 23:59:05 main:574] : INFO : Epoch 1754 | loss: 0.0312169 | val_loss: 0.0312231 | Time: 2148.35 ms [2022-02-12 23:59:08 main:574] : INFO : Epoch 1755 | loss: 0.0312166 | val_loss: 0.0312194 | Time: 2188.42 ms [2022-02-12 23:59:10 main:574] : INFO : Epoch 1756 | loss: 0.0312158 | val_loss: 0.0312196 | Time: 2037.55 ms [2022-02-12 23:59:12 main:574] : INFO : Epoch 1757 | loss: 0.0312176 | val_loss: 0.0312178 | Time: 2012.78 ms [2022-02-12 23:59:14 main:574] : INFO : Epoch 1758 | loss: 0.0312153 | val_loss: 0.0312198 | Time: 2073.44 ms [2022-02-12 23:59:16 main:574] : INFO : Epoch 1759 | loss: 0.0312155 | val_loss: 0.0312204 | Time: 2093.67 ms [2022-02-12 23:59:18 main:574] : INFO : Epoch 1760 | loss: 0.0312152 | val_loss: 0.0312302 | Time: 2038.38 ms [2022-02-12 23:59:20 main:574] : INFO : Epoch 1761 | loss: 0.031218 | val_loss: 0.0312206 | Time: 2065.72 ms [2022-02-12 23:59:22 main:574] : INFO : Epoch 1762 | loss: 0.0312166 | val_loss: 0.0312174 | Time: 2061.82 ms [2022-02-12 23:59:24 main:574] : INFO : Epoch 1763 | loss: 0.031214 | val_loss: 0.0312179 | Time: 2013.84 ms [2022-02-12 23:59:26 main:574] : INFO : Epoch 1764 | loss: 0.0312158 | val_loss: 0.0312189 | Time: 2012.43 ms [2022-02-12 23:59:28 main:574] : INFO : Epoch 1765 | loss: 0.0312142 | val_loss: 0.0312231 | Time: 2037.14 ms [2022-02-12 23:59:30 main:574] : INFO : Epoch 1766 | loss: 0.0312179 | val_loss: 0.0312172 | Time: 2086.68 ms [2022-02-12 23:59:32 main:574] : INFO : Epoch 1767 | loss: 0.0312163 | val_loss: 0.0312195 | Time: 2038.47 ms [2022-02-12 23:59:34 main:574] : INFO : Epoch 1768 | loss: 0.0312145 | val_loss: 0.0312189 | Time: 2079.17 ms [2022-02-12 23:59:36 main:574] : INFO : Epoch 1769 | loss: 0.0312152 | val_loss: 0.0312241 | Time: 2033.17 ms [2022-02-12 23:59:38 main:574] : INFO : Epoch 1770 | loss: 0.0312176 | val_loss: 0.03122 | Time: 2045.9 ms [2022-02-12 23:59:40 main:574] : INFO : Epoch 1771 | loss: 0.0312142 | val_loss: 0.0312169 | Time: 2071.69 ms [2022-02-12 23:59:43 main:574] : INFO : Epoch 1772 | loss: 0.0312156 | val_loss: 0.031216 | Time: 2114.46 ms [2022-02-12 23:59:45 main:574] : INFO : Epoch 1773 | loss: 0.0312137 | val_loss: 0.0312187 | Time: 2021.44 ms [2022-02-12 23:59:47 main:574] : INFO : Epoch 1774 | loss: 0.0312143 | val_loss: 0.0312212 | Time: 2034.4 ms [2022-02-12 23:59:49 main:574] : INFO : Epoch 1775 | loss: 0.031216 | val_loss: 0.0312165 | Time: 2053.04 ms [2022-02-12 23:59:51 main:574] : INFO : Epoch 1776 | loss: 0.031213 | val_loss: 0.0312154 | Time: 2031.39 ms [2022-02-12 23:59:53 main:574] : INFO : Epoch 1777 | loss: 0.0312132 | val_loss: 0.031216 | Time: 2036.64 ms [2022-02-12 23:59:55 main:574] : INFO : Epoch 1778 | loss: 0.0312133 | val_loss: 0.0312167 | Time: 2051.36 ms [2022-02-12 23:59:57 main:574] : INFO : Epoch 1779 | loss: 0.0312133 | val_loss: 0.0312188 | Time: 2027.83 ms [2022-02-12 23:59:59 main:574] : INFO : Epoch 1780 | loss: 0.0312163 | val_loss: 0.0312165 | Time: 2041.31 ms [2022-02-13 00:00:01 main:574] : INFO : Epoch 1781 | loss: 0.0312133 | val_loss: 0.0312158 | Time: 2036.33 ms [2022-02-13 00:00:03 main:574] : INFO : Epoch 1782 | loss: 0.0312125 | val_loss: 0.0312156 | Time: 2028.12 ms [2022-02-13 00:00:05 main:574] : INFO : Epoch 1783 | loss: 0.0312124 | val_loss: 0.0312163 | Time: 2056.53 ms [2022-02-13 00:00:07 main:574] : INFO : Epoch 1784 | loss: 0.0312143 | val_loss: 0.0312192 | Time: 2049.88 ms [2022-02-13 00:00:09 main:574] : INFO : Epoch 1785 | loss: 0.0312141 | val_loss: 0.0312172 | Time: 2042.19 ms [2022-02-13 00:00:11 main:574] : INFO : Epoch 1786 | loss: 0.031212 | val_loss: 0.0312181 | Time: 2059.23 ms [2022-02-13 00:00:13 main:574] : INFO : Epoch 1787 | loss: 0.0312121 | val_loss: 0.0312214 | Time: 2046.93 ms [2022-02-13 00:00:15 main:574] : INFO : Epoch 1788 | loss: 0.0312127 | val_loss: 0.0312188 | Time: 2052.49 ms [2022-02-13 00:00:17 main:574] : INFO : Epoch 1789 | loss: 0.0312131 | val_loss: 0.0312218 | Time: 2031.03 ms [2022-02-13 00:00:19 main:574] : INFO : Epoch 1790 | loss: 0.0312131 | val_loss: 0.0312175 | Time: 2028.75 ms [2022-02-13 00:00:21 main:574] : INFO : Epoch 1791 | loss: 0.0312132 | val_loss: 0.0312192 | Time: 2084.53 ms [2022-02-13 00:00:24 main:574] : INFO : Epoch 1792 | loss: 0.0312138 | val_loss: 0.0312162 | Time: 2054.63 ms [2022-02-13 00:00:26 main:574] : INFO : Epoch 1793 | loss: 0.0312131 | val_loss: 0.0312164 | Time: 2025.34 ms [2022-02-13 00:00:28 main:574] : INFO : Epoch 1794 | loss: 0.0312135 | val_loss: 0.0312171 | Time: 1995.75 ms [2022-02-13 00:00:30 main:574] : INFO : Epoch 1795 | loss: 0.031213 | val_loss: 0.0312165 | Time: 2084.42 ms [2022-02-13 00:00:32 main:574] : INFO : Epoch 1796 | loss: 0.031211 | val_loss: 0.031217 | Time: 2045.15 ms [2022-02-13 00:00:34 main:574] : INFO : Epoch 1797 | loss: 0.031213 | val_loss: 0.0312163 | Time: 2094.92 ms [2022-02-13 00:00:36 main:574] : INFO : Epoch 1798 | loss: 0.0312112 | val_loss: 0.0312176 | Time: 2059.97 ms [2022-02-13 00:00:38 main:574] : INFO : Epoch 1799 | loss: 0.0312102 | val_loss: 0.0312166 | Time: 2065.65 ms [2022-02-13 00:00:40 main:574] : INFO : Epoch 1800 | loss: 0.0312124 | val_loss: 0.0312193 | Time: 2072.7 ms [2022-02-13 00:00:42 main:574] : INFO : Epoch 1801 | loss: 0.0312124 | val_loss: 0.0312159 | Time: 2098.73 ms [2022-02-13 00:00:44 main:574] : INFO : Epoch 1802 | loss: 0.031213 | val_loss: 0.0312204 | Time: 2081.34 ms [2022-02-13 00:00:46 main:574] : INFO : Epoch 1803 | loss: 0.0312129 | val_loss: 0.0312207 | Time: 2112.47 ms [2022-02-13 00:00:48 main:574] : INFO : Epoch 1804 | loss: 0.0312121 | val_loss: 0.0312175 | Time: 2064.1 ms [2022-02-13 00:00:50 main:574] : INFO : Epoch 1805 | loss: 0.0312115 | val_loss: 0.031216 | Time: 2109.9 ms [2022-02-13 00:00:53 main:574] : INFO : Epoch 1806 | loss: 0.0312114 | val_loss: 0.0312189 | Time: 2094.09 ms [2022-02-13 00:00:55 main:574] : INFO : Epoch 1807 | loss: 0.0312133 | val_loss: 0.0312171 | Time: 2119.46 ms [2022-02-13 00:00:57 main:574] : INFO : Epoch 1808 | loss: 0.0312173 | val_loss: 0.0312207 | Time: 2060.7 ms [2022-02-13 00:00:59 main:574] : INFO : Epoch 1809 | loss: 0.0312162 | val_loss: 0.0312222 | Time: 2078.73 ms [2022-02-13 00:01:01 main:574] : INFO : Epoch 1810 | loss: 0.0312148 | val_loss: 0.0312192 | Time: 2120.42 ms [2022-02-13 00:01:03 main:574] : INFO : Epoch 1811 | loss: 0.0312116 | val_loss: 0.031216 | Time: 2068.88 ms [2022-02-13 00:01:05 main:574] : INFO : Epoch 1812 | loss: 0.0312111 | val_loss: 0.0312165 | Time: 2091.41 ms [2022-02-13 00:01:07 main:574] : INFO : Epoch 1813 | loss: 0.0312124 | val_loss: 0.0312156 | Time: 2106.55 ms [2022-02-13 00:01:09 main:574] : INFO : Epoch 1814 | loss: 0.0312146 | val_loss: 0.0312184 | Time: 2102.44 ms [2022-02-13 00:01:11 main:574] : INFO : Epoch 1815 | loss: 0.0312094 | val_loss: 0.0312195 | Time: 2102.77 ms [2022-02-13 00:01:14 main:574] : INFO : Epoch 1816 | loss: 0.0312121 | val_loss: 0.0312184 | Time: 2125.89 ms [2022-02-13 00:01:16 main:574] : INFO : Epoch 1817 | loss: 0.0312121 | val_loss: 0.0312188 | Time: 2174.25 ms [2022-02-13 00:01:18 main:574] : INFO : Epoch 1818 | loss: 0.0312115 | val_loss: 0.031217 | Time: 2149.03 ms [2022-02-13 00:01:20 main:574] : INFO : Epoch 1819 | loss: 0.0312095 | val_loss: 0.0312153 | Time: 2133.87 ms [2022-02-13 00:01:22 main:574] : INFO : Epoch 1820 | loss: 0.0312088 | val_loss: 0.0312144 | Time: 2139.66 ms [2022-02-13 00:01:24 main:574] : INFO : Epoch 1821 | loss: 0.0312093 | val_loss: 0.0312141 | Time: 2135.3 ms [2022-02-13 00:01:27 main:574] : INFO : Epoch 1822 | loss: 0.0312099 | val_loss: 0.0312162 | Time: 2146.91 ms [2022-02-13 00:01:29 main:574] : INFO : Epoch 1823 | loss: 0.0312101 | val_loss: 0.0312178 | Time: 2150.17 ms [2022-02-13 00:01:31 main:574] : INFO : Epoch 1824 | loss: 0.0312109 | val_loss: 0.0312147 | Time: 2152.72 ms [2022-02-13 00:01:33 main:574] : INFO : Epoch 1825 | loss: 0.0312137 | val_loss: 0.0312175 | Time: 2135.07 ms [2022-02-13 00:01:35 main:574] : INFO : Epoch 1826 | loss: 0.0312122 | val_loss: 0.0312204 | Time: 2147.16 ms [2022-02-13 00:01:37 main:574] : INFO : Epoch 1827 | loss: 0.0312097 | val_loss: 0.0312148 | Time: 2068.17 ms [2022-02-13 00:01:39 main:574] : INFO : Epoch 1828 | loss: 0.0312102 | val_loss: 0.0312167 | Time: 2069.49 ms [2022-02-13 00:01:41 main:574] : INFO : Epoch 1829 | loss: 0.0312096 | val_loss: 0.0312143 | Time: 2096.15 ms [2022-02-13 00:01:43 main:574] : INFO : Epoch 1830 | loss: 0.0312087 | val_loss: 0.0312141 | Time: 2089.93 ms [2022-02-13 00:01:46 main:574] : INFO : Epoch 1831 | loss: 0.0312107 | val_loss: 0.0312235 | Time: 2075.11 ms [2022-02-13 00:01:48 main:574] : INFO : Epoch 1832 | loss: 0.0312117 | val_loss: 0.0312144 | Time: 2081.62 ms [2022-02-13 00:01:50 main:574] : INFO : Epoch 1833 | loss: 0.031211 | val_loss: 0.031214 | Time: 2137.01 ms [2022-02-13 00:01:52 main:574] : INFO : Epoch 1834 | loss: 0.0312128 | val_loss: 0.0312163 | Time: 2128.6 ms [2022-02-13 00:01:54 main:574] : INFO : Epoch 1835 | loss: 0.0312108 | val_loss: 0.0312175 | Time: 2080.63 ms [2022-02-13 00:01:56 main:574] : INFO : Epoch 1836 | loss: 0.0312095 | val_loss: 0.0312131 | Time: 2087.46 ms [2022-02-13 00:01:58 main:574] : INFO : Epoch 1837 | loss: 0.0312103 | val_loss: 0.0312147 | Time: 2089.31 ms [2022-02-13 00:02:00 main:574] : INFO : Epoch 1838 | loss: 0.0312117 | val_loss: 0.0312139 | Time: 2082.63 ms [2022-02-13 00:02:02 main:574] : INFO : Epoch 1839 | loss: 0.0312111 | val_loss: 0.0312145 | Time: 2065.73 ms [2022-02-13 00:02:04 main:574] : INFO : Epoch 1840 | loss: 0.0312108 | val_loss: 0.0312161 | Time: 2092.35 ms [2022-02-13 00:02:07 main:574] : INFO : Epoch 1841 | loss: 0.0312095 | val_loss: 0.0312152 | Time: 2112.97 ms [2022-02-13 00:02:09 main:574] : INFO : Epoch 1842 | loss: 0.0312087 | val_loss: 0.0312138 | Time: 2084.29 ms [2022-02-13 00:02:11 main:574] : INFO : Epoch 1843 | loss: 0.0312105 | val_loss: 0.0312134 | Time: 2134.04 ms [2022-02-13 00:02:13 main:574] : INFO : Epoch 1844 | loss: 0.0312132 | val_loss: 0.0312184 | Time: 2104.78 ms [2022-02-13 00:02:15 main:574] : INFO : Epoch 1845 | loss: 0.0312096 | val_loss: 0.0312133 | Time: 2125.9 ms [2022-02-13 00:02:17 main:574] : INFO : Epoch 1846 | loss: 0.0312085 | val_loss: 0.031214 | Time: 2220.18 ms [2022-02-13 00:02:20 main:574] : INFO : Epoch 1847 | loss: 0.0312087 | val_loss: 0.031213 | Time: 2225.92 ms [2022-02-13 00:02:22 main:574] : INFO : Epoch 1848 | loss: 0.0312097 | val_loss: 0.0312143 | Time: 2071.51 ms [2022-02-13 00:02:24 main:574] : INFO : Epoch 1849 | loss: 0.0312079 | val_loss: 0.0312172 | Time: 2045.37 ms [2022-02-13 00:02:26 main:574] : INFO : Epoch 1850 | loss: 0.0312088 | val_loss: 0.0312138 | Time: 2083.85 ms [2022-02-13 00:02:28 main:574] : INFO : Epoch 1851 | loss: 0.0312121 | val_loss: 0.0312197 | Time: 2110.11 ms [2022-02-13 00:02:30 main:574] : INFO : Epoch 1852 | loss: 0.0312092 | val_loss: 0.0312141 | Time: 2093.39 ms [2022-02-13 00:02:32 main:574] : INFO : Epoch 1853 | loss: 0.0312102 | val_loss: 0.031219 | Time: 2095.38 ms [2022-02-13 00:02:34 main:574] : INFO : Epoch 1854 | loss: 0.0312114 | val_loss: 0.0312161 | Time: 2096.3 ms [2022-02-13 00:02:36 main:574] : INFO : Epoch 1855 | loss: 0.0312084 | val_loss: 0.0312122 | Time: 2100.03 ms [2022-02-13 00:02:38 main:574] : INFO : Epoch 1856 | loss: 0.031209 | val_loss: 0.0312127 | Time: 2116.12 ms [2022-02-13 00:02:41 main:574] : INFO : Epoch 1857 | loss: 0.0312131 | val_loss: 0.0312181 | Time: 2128.03 ms [2022-02-13 00:02:43 main:574] : INFO : Epoch 1858 | loss: 0.0312138 | val_loss: 0.0312129 | Time: 2069.03 ms [2022-02-13 00:02:45 main:574] : INFO : Epoch 1859 | loss: 0.0312145 | val_loss: 0.0312139 | Time: 2096.76 ms [2022-02-13 00:02:47 main:574] : INFO : Epoch 1860 | loss: 0.0312101 | val_loss: 0.0312147 | Time: 2147.24 ms [2022-02-13 00:02:49 main:574] : INFO : Epoch 1861 | loss: 0.0312096 | val_loss: 0.031214 | Time: 2138.96 ms [2022-02-13 00:02:51 main:574] : INFO : Epoch 1862 | loss: 0.0312078 | val_loss: 0.031211 | Time: 2172.86 ms [2022-02-13 00:02:53 main:574] : INFO : Epoch 1863 | loss: 0.0312085 | val_loss: 0.031211 | Time: 2080.32 ms [2022-02-13 00:02:55 main:574] : INFO : Epoch 1864 | loss: 0.0312094 | val_loss: 0.0312177 | Time: 2115.26 ms [2022-02-13 00:02:58 main:574] : INFO : Epoch 1865 | loss: 0.0312119 | val_loss: 0.0312154 | Time: 2123.46 ms [2022-02-13 00:03:00 main:574] : INFO : Epoch 1866 | loss: 0.031207 | val_loss: 0.0312108 | Time: 2101.82 ms [2022-02-13 00:03:02 main:574] : INFO : Epoch 1867 | loss: 0.0312076 | val_loss: 0.0312114 | Time: 2091.95 ms [2022-02-13 00:03:04 main:574] : INFO : Epoch 1868 | loss: 0.0312087 | val_loss: 0.0312135 | Time: 2074.8 ms [2022-02-13 00:03:06 main:574] : INFO : Epoch 1869 | loss: 0.0312084 | val_loss: 0.0312117 | Time: 2090.66 ms [2022-02-13 00:03:08 main:574] : INFO : Epoch 1870 | loss: 0.0312087 | val_loss: 0.031211 | Time: 2125.85 ms [2022-02-13 00:03:10 main:574] : INFO : Epoch 1871 | loss: 0.031208 | val_loss: 0.0312108 | Time: 2092.43 ms [2022-02-13 00:03:12 main:574] : INFO : Epoch 1872 | loss: 0.0312089 | val_loss: 0.031213 | Time: 2069.58 ms [2022-02-13 00:03:14 main:574] : INFO : Epoch 1873 | loss: 0.0312109 | val_loss: 0.0312124 | Time: 2121.84 ms [2022-02-13 00:03:16 main:574] : INFO : Epoch 1874 | loss: 0.0312114 | val_loss: 0.031211 | Time: 2077.57 ms [2022-02-13 00:03:19 main:574] : INFO : Epoch 1875 | loss: 0.0312115 | val_loss: 0.0312138 | Time: 2027.97 ms [2022-02-13 00:03:21 main:574] : INFO : Epoch 1876 | loss: 0.0312097 | val_loss: 0.0312102 | Time: 2103.63 ms [2022-02-13 00:03:23 main:574] : INFO : Epoch 1877 | loss: 0.0312095 | val_loss: 0.0312121 | Time: 2142.94 ms [2022-02-13 00:03:25 main:574] : INFO : Epoch 1878 | loss: 0.0312085 | val_loss: 0.0312123 | Time: 2069.69 ms [2022-02-13 00:03:27 main:574] : INFO : Epoch 1879 | loss: 0.0312091 | val_loss: 0.0312117 | Time: 2038.86 ms [2022-02-13 00:03:29 main:574] : INFO : Epoch 1880 | loss: 0.0312098 | val_loss: 0.0312106 | Time: 2011.53 ms [2022-02-13 00:03:31 main:574] : INFO : Epoch 1881 | loss: 0.0312083 | val_loss: 0.0312093 | Time: 2086.77 ms [2022-02-13 00:03:33 main:574] : INFO : Epoch 1882 | loss: 0.0312085 | val_loss: 0.0312096 | Time: 2123.84 ms [2022-02-13 00:03:35 main:574] : INFO : Epoch 1883 | loss: 0.0312082 | val_loss: 0.0312093 | Time: 2166.89 ms [2022-02-13 00:03:38 main:574] : INFO : Epoch 1884 | loss: 0.031209 | val_loss: 0.0312091 | Time: 2218.64 ms [2022-02-13 00:03:40 main:574] : INFO : Epoch 1885 | loss: 0.0312077 | val_loss: 0.0312093 | Time: 2132.32 ms [2022-02-13 00:03:42 main:574] : INFO : Epoch 1886 | loss: 0.031209 | val_loss: 0.0312155 | Time: 2086.28 ms [2022-02-13 00:03:44 main:574] : INFO : Epoch 1887 | loss: 0.0312113 | val_loss: 0.0312093 | Time: 2088.47 ms [2022-02-13 00:03:46 main:574] : INFO : Epoch 1888 | loss: 0.0312083 | val_loss: 0.0312086 | Time: 2080.8 ms [2022-02-13 00:03:48 main:574] : INFO : Epoch 1889 | loss: 0.0312073 | val_loss: 0.0312088 | Time: 2204.64 ms [2022-02-13 00:03:50 main:574] : INFO : Epoch 1890 | loss: 0.0312072 | val_loss: 0.0312079 | Time: 2128.64 ms [2022-02-13 00:03:52 main:574] : INFO : Epoch 1891 | loss: 0.0312051 | val_loss: 0.0312068 | Time: 2153.99 ms [2022-02-13 00:03:55 main:574] : INFO : Epoch 1892 | loss: 0.0312052 | val_loss: 0.0312105 | Time: 2140.9 ms [2022-02-13 00:03:57 main:574] : INFO : Epoch 1893 | loss: 0.0312086 | val_loss: 0.0312108 | Time: 2121.42 ms [2022-02-13 00:03:59 main:574] : INFO : Epoch 1894 | loss: 0.0312105 | val_loss: 0.0312088 | Time: 2134.99 ms [2022-02-13 00:04:01 main:574] : INFO : Epoch 1895 | loss: 0.031207 | val_loss: 0.0312105 | Time: 2150.23 ms [2022-02-13 00:04:03 main:574] : INFO : Epoch 1896 | loss: 0.0312082 | val_loss: 0.0312115 | Time: 2121.45 ms [2022-02-13 00:04:05 main:574] : INFO : Epoch 1897 | loss: 0.031207 | val_loss: 0.0312087 | Time: 2089.9 ms [2022-02-13 00:04:07 main:574] : INFO : Epoch 1898 | loss: 0.0312053 | val_loss: 0.031209 | Time: 2125.4 ms [2022-02-13 00:04:10 main:574] : INFO : Epoch 1899 | loss: 0.0312079 | val_loss: 0.0312122 | Time: 2141.5 ms [2022-02-13 00:04:12 main:574] : INFO : Epoch 1900 | loss: 0.0312116 | val_loss: 0.0312175 | Time: 2178.8 ms [2022-02-13 00:04:14 main:574] : INFO : Epoch 1901 | loss: 0.0312083 | val_loss: 0.0312101 | Time: 2184.39 ms [2022-02-13 00:04:16 main:574] : INFO : Epoch 1902 | loss: 0.0312047 | val_loss: 0.031209 | Time: 2118.12 ms [2022-02-13 00:04:18 main:574] : INFO : Epoch 1903 | loss: 0.0312055 | val_loss: 0.0312152 | Time: 2139.48 ms [2022-02-13 00:04:20 main:574] : INFO : Epoch 1904 | loss: 0.0312079 | val_loss: 0.0312124 | Time: 2120.21 ms [2022-02-13 00:04:22 main:574] : INFO : Epoch 1905 | loss: 0.0312076 | val_loss: 0.0312085 | Time: 2132.79 ms [2022-02-13 00:04:25 main:574] : INFO : Epoch 1906 | loss: 0.0312102 | val_loss: 0.0312189 | Time: 2097.1 ms [2022-02-13 00:04:27 main:574] : INFO : Epoch 1907 | loss: 0.0312129 | val_loss: 0.031209 | Time: 2109.79 ms [2022-02-13 00:04:29 main:574] : INFO : Epoch 1908 | loss: 0.0312053 | val_loss: 0.031209 | Time: 2125.61 ms [2022-02-13 00:04:31 main:574] : INFO : Epoch 1909 | loss: 0.0312061 | val_loss: 0.0312097 | Time: 2148.56 ms [2022-02-13 00:04:33 main:574] : INFO : Epoch 1910 | loss: 0.0312051 | val_loss: 0.0312105 | Time: 2139.36 ms [2022-02-13 00:04:35 main:574] : INFO : Epoch 1911 | loss: 0.0312051 | val_loss: 0.0312086 | Time: 2127.21 ms [2022-02-13 00:04:37 main:574] : INFO : Epoch 1912 | loss: 0.0312048 | val_loss: 0.031209 | Time: 2123.74 ms [2022-02-13 00:04:39 main:574] : INFO : Epoch 1913 | loss: 0.0312028 | val_loss: 0.0312085 | Time: 2122.7 ms [2022-02-13 00:04:42 main:574] : INFO : Epoch 1914 | loss: 0.0312041 | val_loss: 0.0312066 | Time: 2158.28 ms [2022-02-13 00:04:44 main:574] : INFO : Epoch 1915 | loss: 0.0312037 | val_loss: 0.0312086 | Time: 2130.44 ms [2022-02-13 00:04:46 main:574] : INFO : Epoch 1916 | loss: 0.0312069 | val_loss: 0.0312102 | Time: 2119.02 ms [2022-02-13 00:04:48 main:574] : INFO : Epoch 1917 | loss: 0.031204 | val_loss: 0.0312074 | Time: 2100.71 ms [2022-02-13 00:04:50 main:574] : INFO : Epoch 1918 | loss: 0.0312034 | val_loss: 0.0312076 | Time: 2177.75 ms [2022-02-13 00:04:52 main:574] : INFO : Epoch 1919 | loss: 0.0312036 | val_loss: 0.0312081 | Time: 2121.54 ms [2022-02-13 00:04:54 main:574] : INFO : Epoch 1920 | loss: 0.0312039 | val_loss: 0.0312086 | Time: 2101.05 ms [2022-02-13 00:04:57 main:574] : INFO : Epoch 1921 | loss: 0.0312039 | val_loss: 0.0312068 | Time: 2168.85 ms [2022-02-13 00:04:59 main:574] : INFO : Epoch 1922 | loss: 0.0312029 | val_loss: 0.0312071 | Time: 2134.53 ms [2022-02-13 00:05:01 main:574] : INFO : Epoch 1923 | loss: 0.0312034 | val_loss: 0.0312114 | Time: 2105.62 ms [2022-02-13 00:05:03 main:574] : INFO : Epoch 1924 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 2162.21 ms [2022-02-13 00:05:05 main:574] : INFO : Epoch 1925 | loss: 0.0312012 | val_loss: 0.0312061 | Time: 2099.1 ms [2022-02-13 00:05:07 main:574] : INFO : Epoch 1926 | loss: 0.0312022 | val_loss: 0.0312053 | Time: 2105.12 ms [2022-02-13 00:05:09 main:574] : INFO : Epoch 1927 | loss: 0.0312017 | val_loss: 0.0312051 | Time: 2064.05 ms [2022-02-13 00:05:11 main:574] : INFO : Epoch 1928 | loss: 0.0312031 | val_loss: 0.0312057 | Time: 2092.94 ms [2022-02-13 00:05:13 main:574] : INFO : Epoch 1929 | loss: 0.0312072 | val_loss: 0.0312097 | Time: 2053.4 ms [2022-02-13 00:05:16 main:574] : INFO : Epoch 1930 | loss: 0.0312019 | val_loss: 0.031205 | Time: 2071.25 ms [2022-02-13 00:05:18 main:574] : INFO : Epoch 1931 | loss: 0.0312017 | val_loss: 0.0312061 | Time: 2043.46 ms [2022-02-13 00:05:20 main:574] : INFO : Epoch 1932 | loss: 0.0311999 | val_loss: 0.0312043 | Time: 2129.4 ms [2022-02-13 00:05:22 main:574] : INFO : Epoch 1933 | loss: 0.0312002 | val_loss: 0.0312036 | Time: 2087.93 ms [2022-02-13 00:05:24 main:574] : INFO : Epoch 1934 | loss: 0.0311998 | val_loss: 0.0312048 | Time: 2129.84 ms [2022-02-13 00:05:26 main:574] : INFO : Epoch 1935 | loss: 0.0312014 | val_loss: 0.0312075 | Time: 2066.91 ms [2022-02-13 00:05:28 main:574] : INFO : Epoch 1936 | loss: 0.0312029 | val_loss: 0.0312049 | Time: 2113.89 ms [2022-02-13 00:05:30 main:574] : INFO : Epoch 1937 | loss: 0.0312036 | val_loss: 0.0312027 | Time: 2101.38 ms [2022-02-13 00:05:32 main:574] : INFO : Epoch 1938 | loss: 0.0312049 | val_loss: 0.0312067 | Time: 2063.31 ms [2022-02-13 00:05:34 main:574] : INFO : Epoch 1939 | loss: 0.0312049 | val_loss: 0.031205 | Time: 2161.32 ms [2022-02-13 00:05:37 main:574] : INFO : Epoch 1940 | loss: 0.0312052 | val_loss: 0.031205 | Time: 2071.01 ms [2022-02-13 00:05:39 main:574] : INFO : Epoch 1941 | loss: 0.0312064 | val_loss: 0.0312058 | Time: 2146.17 ms [2022-02-13 00:05:41 main:574] : INFO : Epoch 1942 | loss: 0.0312044 | val_loss: 0.0312021 | Time: 2126.54 ms [2022-02-13 00:05:43 main:574] : INFO : Epoch 1943 | loss: 0.0312033 | val_loss: 0.0312015 | Time: 2065.65 ms [2022-02-13 00:05:45 main:574] : INFO : Epoch 1944 | loss: 0.0312038 | val_loss: 0.0312043 | Time: 2037.16 ms [2022-02-13 00:05:47 main:574] : INFO : Epoch 1945 | loss: 0.0312031 | val_loss: 0.0312018 | Time: 2081.14 ms [2022-02-13 00:05:49 main:574] : INFO : Epoch 1946 | loss: 0.0312027 | val_loss: 0.0312022 | Time: 2049.74 ms [2022-02-13 00:05:51 main:574] : INFO : Epoch 1947 | loss: 0.0312006 | val_loss: 0.0312057 | Time: 2082.09 ms [2022-02-13 00:05:53 main:574] : INFO : Epoch 1948 | loss: 0.0312014 | val_loss: 0.0312032 | Time: 2051.81 ms [2022-02-13 00:05:55 main:574] : INFO : Epoch 1949 | loss: 0.0312005 | val_loss: 0.0312033 | Time: 1989.92 ms [2022-02-13 00:05:57 main:574] : INFO : Epoch 1950 | loss: 0.0312021 | val_loss: 0.0312025 | Time: 2042.09 ms [2022-02-13 00:05:59 main:574] : INFO : Epoch 1951 | loss: 0.0312011 | val_loss: 0.0312019 | Time: 2060.4 ms [2022-02-13 00:06:01 main:574] : INFO : Epoch 1952 | loss: 0.0312015 | val_loss: 0.0312009 | Time: 2039.76 ms [2022-02-13 00:06:03 main:574] : INFO : Epoch 1953 | loss: 0.0312021 | val_loss: 0.0312022 | Time: 2049.08 ms [2022-02-13 00:06:06 main:574] : INFO : Epoch 1954 | loss: 0.0312099 | val_loss: 0.0312101 | Time: 2056.32 ms [2022-02-13 00:06:08 main:574] : INFO : Epoch 1955 | loss: 0.0312048 | val_loss: 0.0312058 | Time: 2017.81 ms [2022-02-13 00:06:10 main:574] : INFO : Epoch 1956 | loss: 0.0312046 | val_loss: 0.0312015 | Time: 2029.21 ms [2022-02-13 00:06:12 main:574] : INFO : Epoch 1957 | loss: 0.0312012 | val_loss: 0.0312035 | Time: 2046.08 ms [2022-02-13 00:06:14 main:574] : INFO : Epoch 1958 | loss: 0.0312012 | val_loss: 0.0312031 | Time: 2058.04 ms [2022-02-13 00:06:16 main:574] : INFO : Epoch 1959 | loss: 0.031201 | val_loss: 0.0311999 | Time: 2063.32 ms [2022-02-13 00:06:18 main:574] : INFO : Epoch 1960 | loss: 0.0312025 | val_loss: 0.0312026 | Time: 2023.05 ms [2022-02-13 00:06:20 main:574] : INFO : Epoch 1961 | loss: 0.0312031 | val_loss: 0.0312049 | Time: 2046.73 ms [2022-02-13 00:06:22 main:574] : INFO : Epoch 1962 | loss: 0.0312023 | val_loss: 0.0312009 | Time: 2004.75 ms [2022-02-13 00:06:24 main:574] : INFO : Epoch 1963 | loss: 0.0311989 | val_loss: 0.0312056 | Time: 2025.46 ms [2022-02-13 00:06:26 main:574] : INFO : Epoch 1964 | loss: 0.0312 | val_loss: 0.0312028 | Time: 2055.53 ms [2022-02-13 00:06:28 main:574] : INFO : Epoch 1965 | loss: 0.0311982 | val_loss: 0.0312029 | Time: 2004.75 ms [2022-02-13 00:06:30 main:574] : INFO : Epoch 1966 | loss: 0.0311984 | val_loss: 0.0312011 | Time: 2032.46 ms [2022-02-13 00:06:32 main:574] : INFO : Epoch 1967 | loss: 0.0311988 | val_loss: 0.0311999 | Time: 2015.31 ms [2022-02-13 00:06:34 main:574] : INFO : Epoch 1968 | loss: 0.0311983 | val_loss: 0.0312022 | Time: 2060 ms [2022-02-13 00:06:36 main:574] : INFO : Epoch 1969 | loss: 0.0312005 | val_loss: 0.0312004 | Time: 2016.43 ms [2022-02-13 00:06:38 main:574] : INFO : Epoch 1970 | loss: 0.0311971 | val_loss: 0.0311995 | Time: 2033.31 ms [2022-02-13 00:06:40 main:574] : INFO : Epoch 1971 | loss: 0.0311972 | val_loss: 0.0312012 | Time: 2053.59 ms [2022-02-13 00:06:42 main:574] : INFO : Epoch 1972 | loss: 0.0311961 | val_loss: 0.0311985 | Time: 2059.8 ms [2022-02-13 00:06:44 main:574] : INFO : Epoch 1973 | loss: 0.0311966 | val_loss: 0.031199 | Time: 2029.41 ms [2022-02-13 00:06:46 main:574] : INFO : Epoch 1974 | loss: 0.0311958 | val_loss: 0.0311992 | Time: 2005.4 ms [2022-02-13 00:06:48 main:574] : INFO : Epoch 1975 | loss: 0.0311972 | val_loss: 0.0312037 | Time: 2034.32 ms [2022-02-13 00:06:50 main:574] : INFO : Epoch 1976 | loss: 0.0311992 | val_loss: 0.0312003 | Time: 2090.58 ms [2022-02-13 00:06:53 main:574] : INFO : Epoch 1977 | loss: 0.0311968 | val_loss: 0.0312032 | Time: 2017.66 ms [2022-02-13 00:06:55 main:574] : INFO : Epoch 1978 | loss: 0.0311992 | val_loss: 0.0311996 | Time: 2016.41 ms [2022-02-13 00:06:57 main:574] : INFO : Epoch 1979 | loss: 0.0311963 | val_loss: 0.031199 | Time: 2027.13 ms [2022-02-13 00:06:59 main:574] : INFO : Epoch 1980 | loss: 0.0311967 | val_loss: 0.0312032 | Time: 2077.36 ms [2022-02-13 00:07:01 main:574] : INFO : Epoch 1981 | loss: 0.0311976 | val_loss: 0.031202 | Time: 2091.09 ms [2022-02-13 00:07:03 main:574] : INFO : Epoch 1982 | loss: 0.0312004 | val_loss: 0.0312086 | Time: 2050.53 ms [2022-02-13 00:07:05 main:574] : INFO : Epoch 1983 | loss: 0.0311996 | val_loss: 0.0312019 | Time: 2095.17 ms [2022-02-13 00:07:07 main:574] : INFO : Epoch 1984 | loss: 0.0311953 | val_loss: 0.0312019 | Time: 2027.92 ms [2022-02-13 00:07:09 main:574] : INFO : Epoch 1985 | loss: 0.0311957 | val_loss: 0.0312003 | Time: 2053.18 ms [2022-02-13 00:07:11 main:574] : INFO : Epoch 1986 | loss: 0.0311972 | val_loss: 0.0312026 | Time: 2047.37 ms [2022-02-13 00:07:13 main:574] : INFO : Epoch 1987 | loss: 0.0311968 | val_loss: 0.0311984 | Time: 2013.58 ms [2022-02-13 00:07:15 main:574] : INFO : Epoch 1988 | loss: 0.0311993 | val_loss: 0.0311996 | Time: 2042.02 ms [2022-02-13 00:07:17 main:574] : INFO : Epoch 1989 | loss: 0.0311991 | val_loss: 0.0312016 | Time: 2049.01 ms [2022-02-13 00:07:19 main:574] : INFO : Epoch 1990 | loss: 0.031197 | val_loss: 0.0312002 | Time: 2011.13 ms [2022-02-13 00:07:21 main:574] : INFO : Epoch 1991 | loss: 0.0311954 | val_loss: 0.0312001 | Time: 2043.74 ms [2022-02-13 00:07:23 main:574] : INFO : Epoch 1992 | loss: 0.0311973 | val_loss: 0.0312003 | Time: 2035.46 ms [2022-02-13 00:07:25 main:574] : INFO : Epoch 1993 | loss: 0.0311968 | val_loss: 0.0312012 | Time: 2052.08 ms [2022-02-13 00:07:27 main:574] : INFO : Epoch 1994 | loss: 0.0311965 | val_loss: 0.0312033 | Time: 2040.41 ms [2022-02-13 00:07:29 main:574] : INFO : Epoch 1995 | loss: 0.031196 | val_loss: 0.031203 | Time: 2039.99 ms [2022-02-13 00:07:32 main:574] : INFO : Epoch 1996 | loss: 0.0311959 | val_loss: 0.0311986 | Time: 2095.46 ms [2022-02-13 00:07:34 main:574] : INFO : Epoch 1997 | loss: 0.0311936 | val_loss: 0.0311996 | Time: 2027.85 ms [2022-02-13 00:07:36 main:574] : INFO : Epoch 1998 | loss: 0.0311949 | val_loss: 0.0312014 | Time: 2036.36 ms [2022-02-13 00:07:38 main:574] : INFO : Epoch 1999 | loss: 0.0311972 | val_loss: 0.0311987 | Time: 2019.87 ms [2022-02-13 00:07:40 main:574] : INFO : Epoch 2000 | loss: 0.0311947 | val_loss: 0.0311999 | Time: 2039.63 ms [2022-02-13 00:07:42 main:574] : INFO : Epoch 2001 | loss: 0.0311951 | val_loss: 0.0312037 | Time: 2063.7 ms [2022-02-13 00:07:44 main:574] : INFO : Epoch 2002 | loss: 0.0311946 | val_loss: 0.0311983 | Time: 2090.95 ms [2022-02-13 00:07:46 main:574] : INFO : Epoch 2003 | loss: 0.031193 | val_loss: 0.0312013 | Time: 2080.58 ms [2022-02-13 00:07:48 main:574] : INFO : Epoch 2004 | loss: 0.0311959 | val_loss: 0.0311992 | Time: 2054.94 ms [2022-02-13 00:07:50 main:574] : INFO : Epoch 2005 | loss: 0.0311935 | val_loss: 0.0311969 | Time: 2138.29 ms [2022-02-13 00:07:52 main:574] : INFO : Epoch 2006 | loss: 0.0311925 | val_loss: 0.0311993 | Time: 2163.36 ms [2022-02-13 00:07:54 main:574] : INFO : Epoch 2007 | loss: 0.0311958 | val_loss: 0.0311983 | Time: 2148.81 ms [2022-02-13 00:07:57 main:574] : INFO : Epoch 2008 | loss: 0.0311952 | val_loss: 0.0312024 | Time: 2095.36 ms [2022-02-13 00:07:59 main:574] : INFO : Epoch 2009 | loss: 0.031194 | val_loss: 0.0312007 | Time: 2169.54 ms [2022-02-13 00:08:01 main:574] : INFO : Epoch 2010 | loss: 0.031194 | val_loss: 0.0311987 | Time: 2137.57 ms [2022-02-13 00:08:03 main:574] : INFO : Epoch 2011 | loss: 0.0311931 | val_loss: 0.031198 | Time: 2158.45 ms [2022-02-13 00:08:05 main:574] : INFO : Epoch 2012 | loss: 0.0311917 | val_loss: 0.0311973 | Time: 2094.52 ms [2022-02-13 00:08:07 main:574] : INFO : Epoch 2013 | loss: 0.0311931 | val_loss: 0.031201 | Time: 2183.88 ms [2022-02-13 00:08:09 main:574] : INFO : Epoch 2014 | loss: 0.0311929 | val_loss: 0.0311983 | Time: 2120.33 ms [2022-02-13 00:08:12 main:574] : INFO : Epoch 2015 | loss: 0.0311935 | val_loss: 0.0311971 | Time: 2137.66 ms [2022-02-13 00:08:14 main:574] : INFO : Epoch 2016 | loss: 0.0311922 | val_loss: 0.0312017 | Time: 2139.04 ms [2022-02-13 00:08:16 main:574] : INFO : Epoch 2017 | loss: 0.0311954 | val_loss: 0.0312002 | Time: 2094.06 ms [2022-02-13 00:08:18 main:574] : INFO : Epoch 2018 | loss: 0.0311959 | val_loss: 0.0312017 | Time: 2137.32 ms [2022-02-13 00:08:20 main:574] : INFO : Epoch 2019 | loss: 0.0311945 | val_loss: 0.0311989 | Time: 2160.21 ms [2022-02-13 00:08:22 main:574] : INFO : Epoch 2020 | loss: 0.0311947 | val_loss: 0.0311964 | Time: 2133.6 ms [2022-02-13 00:08:24 main:574] : INFO : Epoch 2021 | loss: 0.031194 | val_loss: 0.0312073 | Time: 2144.6 ms [2022-02-13 00:08:27 main:574] : INFO : Epoch 2022 | loss: 0.0311987 | val_loss: 0.031198 | Time: 2146.47 ms [2022-02-13 00:08:29 main:574] : INFO : Epoch 2023 | loss: 0.0311921 | val_loss: 0.0311957 | Time: 2116.09 ms [2022-02-13 00:08:31 main:574] : INFO : Epoch 2024 | loss: 0.0311921 | val_loss: 0.0311961 | Time: 2125.93 ms [2022-02-13 00:08:33 main:574] : INFO : Epoch 2025 | loss: 0.0311931 | val_loss: 0.0311965 | Time: 2097.72 ms [2022-02-13 00:08:35 main:574] : INFO : Epoch 2026 | loss: 0.0311958 | val_loss: 0.0312022 | Time: 2149.46 ms [2022-02-13 00:08:37 main:574] : INFO : Epoch 2027 | loss: 0.0311938 | val_loss: 0.0312007 | Time: 2087.2 ms [2022-02-13 00:08:39 main:574] : INFO : Epoch 2028 | loss: 0.0311917 | val_loss: 0.0311948 | Time: 2071.74 ms [2022-02-13 00:08:41 main:574] : INFO : Epoch 2029 | loss: 0.0311924 | val_loss: 0.0311959 | Time: 2054.11 ms [2022-02-13 00:08:43 main:574] : INFO : Epoch 2030 | loss: 0.0311919 | val_loss: 0.0312002 | Time: 2137.94 ms [2022-02-13 00:08:46 main:574] : INFO : Epoch 2031 | loss: 0.0311932 | val_loss: 0.0311956 | Time: 2088.56 ms [2022-02-13 00:08:48 main:574] : INFO : Epoch 2032 | loss: 0.0311948 | val_loss: 0.0311973 | Time: 2094.65 ms [2022-02-13 00:08:50 main:574] : INFO : Epoch 2033 | loss: 0.0311928 | val_loss: 0.0311992 | Time: 2089.65 ms [2022-02-13 00:08:52 main:574] : INFO : Epoch 2034 | loss: 0.0311935 | val_loss: 0.0311974 | Time: 2115.57 ms [2022-02-13 00:08:54 main:574] : INFO : Epoch 2035 | loss: 0.0311935 | val_loss: 0.0312001 | Time: 2140.36 ms [2022-02-13 00:08:56 main:574] : INFO : Epoch 2036 | loss: 0.0311935 | val_loss: 0.031199 | Time: 2063.32 ms [2022-02-13 00:08:58 main:574] : INFO : Epoch 2037 | loss: 0.0311932 | val_loss: 0.0311997 | Time: 2084.56 ms [2022-02-13 00:09:00 main:574] : INFO : Epoch 2038 | loss: 0.0311947 | val_loss: 0.0311958 | Time: 2074.64 ms [2022-02-13 00:09:02 main:574] : INFO : Epoch 2039 | loss: 0.0311934 | val_loss: 0.0311975 | Time: 2104.68 ms [2022-02-13 00:09:04 main:574] : INFO : Epoch 2040 | loss: 0.0311931 | val_loss: 0.0311986 | Time: 2090.1 ms [2022-02-13 00:09:07 main:574] : INFO : Epoch 2041 | loss: 0.0311981 | val_loss: 0.0312147 | Time: 2110.37 ms [2022-02-13 00:09:09 main:574] : INFO : Epoch 2042 | loss: 0.0311966 | val_loss: 0.0312044 | Time: 2075.1 ms [2022-02-13 00:09:11 main:574] : INFO : Epoch 2043 | loss: 0.0311928 | val_loss: 0.0311968 | Time: 2110.41 ms [2022-02-13 00:09:13 main:574] : INFO : Epoch 2044 | loss: 0.0311924 | val_loss: 0.0311951 | Time: 2093.66 ms [2022-02-13 00:09:15 main:574] : INFO : Epoch 2045 | loss: 0.0311912 | val_loss: 0.0312001 | Time: 2076.72 ms [2022-02-13 00:09:17 main:574] : INFO : Epoch 2046 | loss: 0.0311925 | val_loss: 0.0312007 | Time: 2064.86 ms [2022-02-13 00:09:19 main:574] : INFO : Epoch 2047 | loss: 0.0311925 | val_loss: 0.0311983 | Time: 2072.59 ms [2022-02-13 00:09:21 main:574] : INFO : Epoch 2048 | loss: 0.031193 | val_loss: 0.0311983 | Time: 2096.76 ms [2022-02-13 00:09:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311983 [2022-02-13 00:09:21 main:603] : INFO : Saving end state to config to file [2022-02-13 00:09:21 main:608] : INFO : Success, exiting.. 00:09:21 (9804): 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)