1. 19 Sep, 2022 1 commit
    • Xin Yao's avatar
      [Feature] Bump DLPack to v0.7 and decouple DLPack from the core library (#4454) · cded5b80
      Xin Yao authored
      * rename `DLContext` to `DGLContext`
      
      * rename `kDLGPU` to `kDLCUDA`
      
      * replace DLTensor with DGLArray
      
      * fix linting
      
      * Unify DGLType and DLDataType to DGLDataType
      
      * Fix FFI
      
      * rename DLDeviceType to DGLDeviceType
      
      * decouple dlpack from the core library
      
      * fix bug
      
      * fix lint
      
      * fix merge
      
      * fix build
      
      * address comments
      
      * rename dl_converter to dlpack_convert
      
      * remove redundant comments
      cded5b80
  2. 15 Sep, 2022 1 commit
    • Xin Yao's avatar
      [Feature] Import PyTorch's CUDA stream management (#4503) · 9a00cf19
      Xin Yao authored
      * add set_stream
      
      * add .record_stream for NDArray and HeteroGraph
      
      * refactor dgl stream Python APIs
      
      * test record_stream
      
      * add unit test for record stream
      
      * use pytorch's stream
      
      * fix lint
      
      * fix cpu build
      
      * address comments
      
      * address comments
      
      * add record stream tests for dgl.graph
      
      * record frames and update dataloder
      
      * add docstring
      
      * update frame
      
      * add backend check for record_stream
      
      * remove CUDAThreadEntry::stream
      
      * record stream for newly created formats
      
      * fix bug
      
      * fix cpp test
      
      * fix None c_void_p to c_handle
      9a00cf19
  3. 06 Sep, 2022 1 commit
    • Chang Liu's avatar
      [Feature] Unify the cuda stream used in core library (#4480) · 1c9d2a03
      Chang Liu authored
      
      
      * Use an internal cuda stream for CopyDataFromTo
      
      * small fix white space
      
      * Fix to compile
      
      * Make stream optional in copydata for compile
      
      * fix lint issue
      
      * Update cub functions to use internal stream
      
      * Lint check
      
      * Update CopyTo/CopyFrom/CopyFromTo to use internal stream
      
      * Address comments
      
      * Fix backward CUDA stream
      
      * Avoid overloading CopyFromTo()
      
      * Minor comment update
      
      * Overload copydatafromto in cuda device api
      Co-authored-by: default avatarxiny <xiny@nvidia.com>
      1c9d2a03
  4. 09 Aug, 2022 1 commit
  5. 29 Jul, 2022 1 commit
    • Xin Yao's avatar
      [Feature] Add CUDA Weighted Neighborhood Sampling (#4064) · 86c81b4e
      Xin Yao authored
      
      
      * 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: default avatar彭齐荣 <657017034@qq.com>
      86c81b4e