文件历史

作者	SHA1	备注	提交日期
Rhett Ying	9430bec626	[doc] add tutorial for train with sparse (#6754 )	2023-12-15 09:41:41 +08:00
Rhett Ying	d5a3824e29	[doc] update user guide 6.7 (#6657 )	2023-12-01 13:16:22 +08:00
Xin Yao	86c81b4e92	[Feature] Add CUDA Weighted Neighborhood Sampling (#4064 ) * add weighted sampling without replacement (A-Chao) * improve Algorithm A-Chao with block-wise prefix sum * correctly fill out_idxs * implement weighted sampling with replacement * small fix * merge host-side code of weighted/uniform sampling * enable unit tests for cuda weighted sampling * move thrust/cub wrapper to the cmake file * update docs accordingly * fix linting * fix linting * fix unit test * Bump external CUB/Thrust versions * Fix code style and update description of algorithm design * [Feature] GPU support weighted graph neighbor sampling commit by pengqirong(OPPO) * merge pengqirong's implementation * revert the change to cub and thrust * fix linting * use DeviceSegmentedSort for better performance * add more comments * add necessary notes * add necessary notes * resolve some comments * define THRUST_CUB_WRAPPED_NAMESPACE * fix doc Co-authored-by: 彭齐荣 <657017034@qq.com>	2022-07-29 11:08:48 +08:00
Dewvin	7e6a6b4ac0	[Feature] Add CUDA Weighted Randomwalk Sampling (#4243 ) * [Feature] Add CUDA Weighted Randomwalk Sampling * [Feature] Add CUDA Weighted Randomwalk Sampling * [Feature] Add CUDA Weighted Randomwalk Sampling * [Feature] Add CUDA Weighted Randomwalk Sampling * fix empty prob array && enable non-uniform for restart && enable unit tests * update doc and guide for randomwalk and pinsage * update comments Co-authored-by: zhenliangqiu <ubuntu@ip-172-31-24-245.ap-southeast-1.compute.internal> Co-authored-by: xiny <xiny@nvidia.com>	2022-07-26 13:42:39 +08:00
Xin Yao	8425c936c2	update doc for gpu&uva sampling (#3787 ) Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>	2022-02-28 21:17:32 +08:00
Quan (Andy) Gan	d41d07d0f6	[Doc and bugfix] Add docs and user guide and update tutorial for sampling pipeline (#3774 ) * huuuuge update * remove * lint * lint * fix * what happened to nccl * update multi-gpu unsupervised graphsage example * replace most of the dgl.mp.process with torch.mp.spawn * update if condition for use_uva case * update user guide * address comments * incorporating suggestions from @jermainewang * oops * fix tutorial to pass CI * oops * fix again Co-authored-by: Xin Yao <xiny@nvidia.com>	2022-02-28 02:21:51 +08:00
Xin Yao	738e8318fd	[Feature] CUDA UVA sampling for MultiLayerNeighborSampler (#3674 ) * implement pin_memory/unpin_memory/is_pinned for dgl.graph * update python docstring * update c++ docstring * add test * fix the broken UnifiedTensor * XPU_SWITCH for kDLCPUPinned * a rough version ready for testing * eliminate extra context parameter for pin/unpin * update train_sampling * fix linting * fix typo * multi-gpu uva sampling case * disable new format materialization for pinned graphs * update python doc for pin_memory_ * fix unit test * UVA sampling for link prediction * dispatch most csr ops * update graphsage example to combine uva sampling and UnifiedTensor * update graphsage example to combine uva sampling and UnifiedTensor * update graphsage example to combine uva sampling and UnifiedTensor * update doc * update examples * change unitgraph and heterograph's PinMemory to in-place * update examples for multi-gpu uva sampling * update doc * fix linting * fix cpu build * fix is_pinned for DistGraph * fix is_pinned for DistGraph * update graphsage unsupervised example * update doc for gpu sampling * update some check for sampling device switching * fix linting * adapt for new dataloader * fix linting * fix * fix some name issue * adjust device check * add unit test for uva sampling & fix some zero_copy bug * fix linting * update num_threads in graphsage examples Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com> Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>	2022-02-09 14:06:17 +08:00
Mufei Li	3f6f694159	[Bug fix] Various fix from bug bash (#3133 ) * Update * Update * Update dependencies * Update * Update * Fix ogbn-products gat * Update * Update * Reformat * Fix typo in node2vec_random_walk * Specify file encoding * Working for 6.7 * Update * Fix subgraph * Fix doc for sample_neighbors_biased * Fix hyperlink * Add example for udf cross reducer * Fix * Add example for slice_batch * Replace dgl.bipartite * Fix GATConv * Fix math rendering * Fix doc Co-authored-by: Ubuntu <ubuntu@ip-172-31-28-17.us-west-2.compute.internal> Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com> Co-authored-by: Ubuntu <ubuntu@ip-172-31-22-156.us-west-2.compute.internal>	2021-07-15 09:17:15 +08:00
Quan (Andy) Gan	ced0e443c2	[Doc] Add user guide for GPU-based sampling (#3070 ) * add user guide for gpu sampling * Update minibatch-gpu-sampling.rst Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>	2021-07-05 12:07:43 +08:00

9 次代码提交