Jiaming Yuan
04aff3af8e
Define the new device parameter. ( #9362 )
2023-07-13 19:30:25 +08:00
Jiaming Yuan
39390cc2ee
[breaking] Remove the predictor param, allow fallback to prediction using DMatrix. ( #9129 )
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- A `DeviceOrd` struct is implemented to indicate the device. It will eventually replace the `gpu_id` parameter.
- The `predictor` parameter is removed.
- Fallback to `DMatrix` when `inplace_predict` is not available.
- The heuristic for choosing a predictor is only used during training.
2023-07-03 19:23:54 +08:00
Jiaming Yuan
bc267dd729
Use ptr from mmap for GHistIndexMatrix and ColumnMatrix. ( #9315 )
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* Use ptr from mmap for `GHistIndexMatrix` and `ColumnMatrix`.
- Define a resource for holding various types of memory pointers.
- Define ref vector for holding resources.
- Swap the underlying resources for GHist and ColumnM.
- Add documentation for current status.
- s390x support is removed. It should work if you can compile XGBoost, all the old workaround code does is to get GCC to compile.
2023-06-27 19:05:46 +08:00
Jiaming Yuan
7f20eaed93
[doc] Troubleshoot nccl shared memory. [skip ci] ( #9206 )
2023-05-31 05:00:02 +08:00
Jiaming Yuan
96d3f8a6f3
[doc] Update document. ( #9098 )
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- Mention flink is still under construction.
- Update doxygen version.
- Fix warnings from doxygen about defgroup title and mismatched parameter name.
2023-04-27 19:29:03 +08:00
Sarah Charlotte Johnson
ebd64f6e22
[doc] Update Dask deployment options ( #9008 )
2023-04-07 01:09:15 +08:00
Jiaming Yuan
ea04d4c46c
[doc] [dask] Troubleshooting NCCL errors. ( #8943 )
2023-03-22 22:17:26 +08:00
Jiaming Yuan
95e2baf7c2
[doc] Fix typo [skip ci] ( #8907 )
2023-03-15 00:55:17 +08:00
Jiaming Yuan
bbee355b45
[doc][dask] Note on reproducible result. [skip ci] ( #8903 )
2023-03-13 19:30:35 +08:00
Jiaming Yuan
54e001bbf4
[doc][dask] Reference examples from coiled. [skip ci] ( #8891 )
2023-03-09 20:03:24 -08:00
Jiaming Yuan
8c16da8863
[doc] Add note for rabit port. [skip ci] ( #8879 )
2023-03-08 19:00:10 +08:00
Jiaming Yuan
0b36f8fba1
[R] Fix CRAN test notes. ( #8428 )
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- Limit the number of used CPU cores in examples.
- Add a note for the constraint.
- Bring back the cleanup script.
2022-11-09 02:03:30 +08:00
Thomas Stanley
ba9cc43464
Fix acronym ( #8386 )
2022-10-26 06:22:30 +08:00
Jiaming Yuan
f835368bcf
Mark next release as 1.7 instead of 2.0 ( #8281 )
2022-09-28 14:33:37 +08:00
Jiaming Yuan
b791446623
Initial support for IPv6 ( #8225 )
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- Merge rabit socket into XGBoost.
- Dask interface support.
- Add test to the socket.
2022-09-21 18:06:50 +08:00
Jiaming Yuan
9ae547f994
Use config_context in sklearn interface. ( #8141 )
2022-08-09 14:48:54 +08:00
Jiaming Yuan
5cd1f71b51
[dask] Improve configuration for port. ( #7645 )
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- Try port 0 to let the OS return the available port.
- Add port configuration.
2022-02-14 21:34:34 +08:00
Jiaming Yuan
ef4dae4c0e
[dask] Add scheduler address to dask config. ( #7581 )
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- Add user configuration.
- Bring back to the logic of using scheduler address from dask. This was removed when we were trying to support GKE, now we bring it back and let xgboost try it if direct guess or host IP from user config failed.
2022-01-22 01:56:32 +08:00
Jiaming Yuan
ec56d5869b
[doc] Include dask examples into doc. ( #7530 )
2022-01-05 03:27:22 +08:00
Jiaming Yuan
a512b4b394
[doc] Promote dask from experimental. [skip ci] ( #7509 )
2021-12-16 14:17:06 +08:00
Jiaming Yuan
cf06a266a8
[dask][doc] Wrap the example in main guard. ( #6979 )
2021-05-25 08:24:47 +08:00
Jiaming Yuan
5cb51a191e
[dask][doc] Add small example for sklearn interface. ( #6970 )
2021-05-19 13:50:45 +08:00
Andrew Ziem
3e7e426b36
Fix spelling in documents ( #6948 )
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* Update roxygen2 doc.
Co-authored-by: fis <jm.yuan@outlook.com>
2021-05-11 20:44:36 +08:00
Jiaming Yuan
a5d7094a45
Update documents. ( #6856 )
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* Add early stopping section to prediction doc.
* Remove best_ntree_limit.
* Better doxygen output.
2021-04-16 12:41:03 +08:00
Jiaming Yuan
9d62b14591
Fix document. [skip ci] ( #6669 )
2021-02-02 20:43:31 +08:00
Jiaming Yuan
87ab1ad607
[dask] Accept Future of model for prediction. ( #6650 )
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This PR changes predict and inplace_predict to accept a Future of model, to avoid sending models to workers repeatably.
* Document is updated to reflect functionality additions in recent changes.
2021-02-02 08:45:52 +08:00
Jiaming Yuan
d8ec7aad5a
[dask] Add a 1 line sample to infer output shape. ( #6645 )
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* [dask] Use a 1 line sample to infer output shape.
This is for inferring shape with direct prediction (without DaskDMatrix).
There are a few things that requires known output shape before carrying out
actual prediction, including dask meta data, output dataframe columns.
* Infer output shape based on local prediction.
* Remove set param in predict function as it's not thread safe nor necessary as
we now let dask to decide the parallelism.
* Simplify prediction on `DaskDMatrix`.
2021-01-30 18:55:50 +08:00
Jiaming Yuan
4bf23c2391
Specify shape in prediction contrib and interaction. ( #6614 )
2021-01-26 02:08:22 +08:00
James Lamb
1e2c3ade9e
[doc] [dask] Add example on early stopping with Dask ( #6501 )
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Co-authored-by: fis <jm.yuan@outlook.com>
2020-12-15 22:23:23 +08:00
James Lamb
afc4567268
[doc] [dask] fix partitioning in Dask example ( #6389 )
2020-12-14 18:37:49 +08:00
Jiaming Yuan
a30461cf87
[dask] Support all parameters in regressor and classifier. ( #6471 )
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* Add eval_metric.
* Add callback.
* Add feature weights.
* Add custom objective.
2020-12-14 07:35:56 +08:00
Jiaming Yuan
00218d065a
[dask] Update document. [skip ci] ( #6413 )
2020-11-20 19:16:19 +08:00
James Lamb
12d27f43ff
[doc] make Dask distributed example copy-pastable ( #6345 )
2020-11-11 20:22:17 -08:00
Jiaming Yuan
08bdb2efc8
Fix dask doc. [skip ci] ( #6108 )
2020-09-11 10:56:12 +08:00
James Bourbeau
3b88bc948f
Update XGBoost + Dask overview documentation ( #5961 )
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* Add imports to code snippet
* Better writing.
2020-07-31 09:58:50 +08:00
Jiaming Yuan
fa3715f584
[Dask] Asyncio support. ( #5862 )
2020-07-30 06:23:58 +08:00
Jiaming Yuan
529b5c2cfd
[DOC] Mention dask blog post in doc. [skip ci] ( #5789 )
2020-06-14 13:00:19 +08:00
Jiaming Yuan
cd7d6f7d59
[dask] Fix missing value for scikit-learn interface. ( #5435 )
2020-03-20 10:56:01 -04:00
Jiaming Yuan
761a5dbdfc
[dask] Honor nthreads from dask worker. ( #5414 )
2020-03-16 04:51:24 +08:00
Samrat Pandiri
2d76d40dfd
Update dask.rst to correct a spelling mistake ( #5371 )
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Change `signle-node` to `single-node`
2020-02-27 20:46:41 +08:00
Jiaming Yuan
a4b929385e
Note for DaskDMatrix. ( #5144 )
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* Brief introduction to `DaskDMatrix`.
* Add xgboost.dask.train to API doc
2019-12-23 18:55:32 +08:00
Jiaming Yuan
b8433c455a
Rewrite Dask interface. ( #4819 )
2019-09-25 01:30:14 -04:00
