1. 27 4月, 2022 3 次提交
    • S
      fix test api problem (#42297) · ed1678aa
      seemingwang 提交于
      * extract sub-graph
      
      * graph-engine merging
      
      * fix
      
      * fix
      
      * fix heter-ps config
      
      * test performance
      
      * test performance
      
      * test performance
      
      * test
      
      * test
      
      * update bfs
      
      * change cmake
      
      * test
      
      * test gpu speed
      
      * gpu_graph_engine optimization
      
      * add dsm sample method
      
      * add graph_neighbor_sample_v2
      
      * Add graph_neighbor_sample_v2
      
      * fix for loop
      
      * add cpu sample interface
      
      * fix kernel judgement
      
      * add ssd layer to graph_engine
      
      * fix allocation
      
      * fix syntax error
      
      * fix syntax error
      
      * fix pscore class
      
      * fix
      
      * change index settings
      
      * recover test
      
      * recover test
      
      * fix spelling
      
      * recover
      
      * fix
      
      * move cudamemcpy after cuda stream sync
      
      * fix linking problem
      
      * remove comment
      
      * add cpu test
      
      * test
      
      * add cpu test
      
      * change comment
      
      * combine feature table and graph table
      
      * test
      
      * test
      
      * pybind
      
      * test
      
      * test
      
      * test
      
      * test
      
      * pybind
      
      * pybind
      
      * fix cmake
      
      * pybind
      
      * fix
      
      * fix
      
      * add pybind
      
      * add pybind
      
      * optimize pybind
      
      * test
      
      * fix pybind
      
      * fix
      
      * pybind change
      
      * remove file
      Co-authored-by: NDesmonDay <908660116@qq.com>
      ed1678aa
    • C
      Unify utils naming style (#42264) · 2cebcf4a
      Chen Weihang 提交于
      * unify utils naming style
      
      * polish details
      2cebcf4a
    • C
      opt attr eaque perf (#42272) · ca909408
      Chen Weihang 提交于
      ca909408
  2. 26 4月, 2022 4 次提交
    • S
      optimize graph_engine pybind (#42192) · 1bf08eca
      seemingwang 提交于
      * extract sub-graph
      
      * graph-engine merging
      
      * fix
      
      * fix
      
      * fix heter-ps config
      
      * test performance
      
      * test performance
      
      * test performance
      
      * test
      
      * test
      
      * update bfs
      
      * change cmake
      
      * test
      
      * test gpu speed
      
      * gpu_graph_engine optimization
      
      * add dsm sample method
      
      * add graph_neighbor_sample_v2
      
      * Add graph_neighbor_sample_v2
      
      * fix for loop
      
      * add cpu sample interface
      
      * fix kernel judgement
      
      * add ssd layer to graph_engine
      
      * fix allocation
      
      * fix syntax error
      
      * fix syntax error
      
      * fix pscore class
      
      * fix
      
      * change index settings
      
      * recover test
      
      * recover test
      
      * fix spelling
      
      * recover
      
      * fix
      
      * move cudamemcpy after cuda stream sync
      
      * fix linking problem
      
      * remove comment
      
      * add cpu test
      
      * test
      
      * add cpu test
      
      * change comment
      
      * combine feature table and graph table
      
      * test
      
      * test
      
      * pybind
      
      * test
      
      * test
      
      * test
      
      * test
      
      * pybind
      
      * pybind
      
      * fix cmake
      
      * pybind
      
      * fix
      
      * fix
      
      * add pybind
      
      * add pybind
      
      * optimize pybind
      
      * test
      
      * fix pybind
      
      * fix
      Co-authored-by: NDesmonDay <908660116@qq.com>
      1bf08eca
    • F
      Adapt BKCL comm for XPUPS (#42168) · fccb0819
      Fan Zhang 提交于
      * Adapt XPUPS - 1st version - 3.24
      
      * Adapt XPUPS - update XPU PushSparse -  2nd version - 3.24
      
      * Adapt XPUPS - add XPU PullSparseOp - 3nd version - 3.25
      
      * refactor heter comm kernel
      
      * update. test=develop
      
      * Adapt XPUPS - modify by compilation - 4th version - 3.27
      
      * update calc_shard_offset. test=develop
      
      * update xpu kernel. test=develop
      
      * update args of calc_shard_offset
      
      * update. test=develop
      
      * remove customGradMerger
      
      * update. test=develop
      
      * heter_comm update
      
      * heter_comm update
      
      * update calc_shard_offset. test=develop
      
      * heter_comm update
      
      * update args of calc_shard_offset
      
      * update. test=develop
      
      * remove customGradMerger
      
      * update. test=develop
      
      * fix. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update optimizer kernel
      
      * Adapt XPUPS - use WITH_XPU_KP and modify wrapper kernel function - 5th version - 3.30
      
      * update. test=develop
      
      * update pslib.cmake
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * Adapt XPUPS - modify by kp compilation  - 6th version - 3.30
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update optimizer kernel
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * used by minxu
      
      * update heter_comm_inl
      
      * fix. test=develop
      
      * Adapt XPUPS - modify by kp compilation  - 7th version - 3.30
      
      * fix. test=develop
      
      * add optimizer kernel. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * 3.31 update
      
      * Adapt XPUPS - update kp compilation path  - 8th version - 3.31
      
      * add optimizer kernel. test=develop
      
      * fix kunlun not support size_t. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix kunlun not support size_t. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * update heter_comm_kernel.kps 3.31
      
      * fix. test=develop
      
      * fix. test=develop
      
      * update heter_comm_kernel.kps 3.31
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * update heter_comm.h 3.31
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * update hashtable. test=develop
      
      * update. test=develop
      
      * Adapt XPUPS - update by kp compilation  - 9th version - 4.1
      
      * update hashtable. test=develop
      
      * fix. test=develop
      
      * update hashtable 4.1
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * Adapt XPUPS - update by kp compilation  - 10th version - 4.1
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * update. test=develop
      
      * modify by compilation 4.1
      
      * update. test=develop
      
      * update. test=develop
      
      * fix. test=develop
      
      * modify by compilation 4.1
      
      * update. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * modify by compilation 4.1
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * modify by compilation 4.1 19:30
      
      * fix. test=develop
      
      * update ps_gpu_wrapper.kps 4.1
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * Adapt XPUPS - update by kp compilation  - 11th version - 4.1
      
      * fix. test=develop
      
      * Adapt XPUPS - update by kp compilation  - 12nd version - 4.2
      
      * fix. test=develop
      
      * fix. test=develop
      
      * modify by compilation 4.2
      
      * 4.2 update
      
      * fix. test=develop
      
      * template init. test=develop
      
      * update 4.6
      
      * fix. test=develop
      
      * template init. test=develop
      
      * 4.6 modify by compilation
      
      * hashtable template init. test=develop
      
      * hashtable template init. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=devlop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=devlop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * Adapt XPUPS - update by kp compilation  - 13nd version - 4.7
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * 4.11 update
      
      * fix. test=develop
      
      * fix. test=develop
      
      * 4.11 update
      
      * update by pre-commit
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * 4.12 update
      
      * fix. test=develop
      
      * Adapt XPUPS - update by kp compilation  - 14th version - 4.13
      
      * 4.13 update
      
      * 4.14 update
      
      * 4.14 update
      
      * 4.14 update
      
      * 4.14 modify by merged latest compilation
      
      * retry CI 4.14
      
      * 4.15 pass static check
      
      * 4.15 modify by gpups CI
      
      * 3.16 update by gpups CI - modify ps_gpu_wrapper.h
      
      * 4.16 update
      
      * 4.16 pass xpu compile
      
      * 4.16 retry CI
      
      * 4.16 update
      
      * Adapt XPUPS - adapt BKCL comm for XPUPS - 4.24
      
      * update by compilation
      
      * Adapt XPUPS - register PSGPUTrainer for XPUPS - 4.25
      
      * update device_worker_factory
      Co-authored-by: Nzmxdream <zhangminxu01@baidu.com>
      fccb0819
    • Z
      Optimize the performanece of sum api (#42231) · 2fe4bf2f
      zyfncg 提交于
      * optimize the performanece of sum api
      
      * optimize IsDenseTensorInput
      
      * remove debug log
      2fe4bf2f
    • C
      Remove std::type_index in AttributeArdDef (#42122) · 996358a1
      Chen Weihang 提交于
      * polish some impl
      
      * add lost attr type
      
      * polish details
      
      * fix error type
      
      * polish in name lists
      
      * add double attr
      
      * adapt infrt attr parse
      996358a1
  3. 25 4月, 2022 5 次提交
  4. 24 4月, 2022 2 次提交
    • S
      combine graph_table and feature_table in graph_engine (#42134) · 0e0f7da6
      seemingwang 提交于
      * extract sub-graph
      
      * graph-engine merging
      
      * fix
      
      * fix
      
      * fix heter-ps config
      
      * test performance
      
      * test performance
      
      * test performance
      
      * test
      
      * test
      
      * update bfs
      
      * change cmake
      
      * test
      
      * test gpu speed
      
      * gpu_graph_engine optimization
      
      * add dsm sample method
      
      * add graph_neighbor_sample_v2
      
      * Add graph_neighbor_sample_v2
      
      * fix for loop
      
      * add cpu sample interface
      
      * fix kernel judgement
      
      * add ssd layer to graph_engine
      
      * fix allocation
      
      * fix syntax error
      
      * fix syntax error
      
      * fix pscore class
      
      * fix
      
      * change index settings
      
      * recover test
      
      * recover test
      
      * fix spelling
      
      * recover
      
      * fix
      
      * move cudamemcpy after cuda stream sync
      
      * fix linking problem
      
      * remove comment
      
      * add cpu test
      
      * test
      
      * add cpu test
      
      * change comment
      
      * combine feature table and graph table
      
      * test
      
      * test
      
      * pybind
      
      * test
      
      * test
      
      * test
      
      * test
      
      * pybind
      
      * pybind
      
      * fix cmake
      
      * pybind
      
      * fix
      
      * fix
      
      * add pybind
      
      * add pybind
      Co-authored-by: NDesmonDay <908660116@qq.com>
      0e0f7da6
    • C
      Add paddle::variant and replace paddle::any (#42139) · 79f717d6
      Chen Weihang 提交于
      * add variant and replace any
      
      * split attribute
      79f717d6
  5. 23 4月, 2022 1 次提交
  6. 22 4月, 2022 1 次提交
  7. 21 4月, 2022 4 次提交
  8. 20 4月, 2022 4 次提交
  9. 19 4月, 2022 6 次提交
    • W
      double accessor and show_scale (#41943) · 8113c913
      wangguanqun 提交于
      * double accessor and show_scale
      
      * double accessor and show_scale
      
      * rename
      
      * fix bug in pslib config
      
      * add unittest
      8113c913
    • J
      OneDNN md-in-tensor refactoring part 1: Added main changes for md-in-tensor (#41303) · c9f4fcf3
      jakpiase 提交于
      * changes for md in tensor
      
      * ci fix
      
      * Temporarily limited dims for test
      
      * ci fix
      
      * removed unnecessary includes
      
      * added reviewers suggestions
      
      * checkouted two files to avoid changing more than 19 in single PR
      
      * minor fix
      
      * reverted one file to reduce files changed to 19
      c9f4fcf3
    • S
      Cpu gpu graph engine (#41942) · 4f461ab9
      seemingwang 提交于
      * extract sub-graph
      
      * graph-engine merging
      
      * fix
      
      * fix
      
      * fix heter-ps config
      
      * test performance
      
      * test performance
      
      * test performance
      
      * test
      
      * test
      
      * update bfs
      
      * change cmake
      
      * test
      
      * test gpu speed
      
      * gpu_graph_engine optimization
      
      * add ssd layer to graph_engine
      
      * fix allocation
      
      * fix syntax error
      
      * fix syntax error
      
      * fix pscore class
      
      * fix
      
      * recover test
      
      * recover test
      
      * fix spelling
      
      * recover
      
      * fix
      
      * fix linking problem
      
      * remove comment
      4f461ab9
    • F
      [MLU] support add callback to stream (#41831) · 03533b0c
      fwenguang 提交于
      03533b0c
    • Y
      [Phi]Separate AddKernel/DivideKernel/SubtractKernel/MultiplyKernel from... · 2cb19d8f
      YuanRisheng 提交于
      [Phi]Separate AddKernel/DivideKernel/SubtractKernel/MultiplyKernel from ElementwiseKernel(Part1) (#41806)
      
      * seperate add/div/sub/mul from elementwise
      
      * delete code
      
      * fix compile bugs
      
      * deal with conflict
      
      * fix bugs when compile
      
      * fix windows unit test bug
      
      * fix ci converage bugs
      2cb19d8f
    • Z
      [XPUPS]add rename for heter_ps.cu (#41922) · afaf58ac
      zmxdream 提交于
      * add rename for heter_ps.cu
      
      * update. test=develop
      
      * update. test=develop
      
      * fix. test=develop
      afaf58ac
  10. 18 4月, 2022 4 次提交
  11. 17 4月, 2022 2 次提交
    • F
      XPUPS Adaptation (#40991) · 0ef3ef28
      Fan Zhang 提交于
      * Adapt XPUPS - 1st version - 3.24
      
      * Adapt XPUPS - update XPU PushSparse -  2nd version - 3.24
      
      * Adapt XPUPS - add XPU PullSparseOp - 3nd version - 3.25
      
      * refactor heter comm kernel
      
      * update. test=develop
      
      * Adapt XPUPS - modify by compilation - 4th version - 3.27
      
      * update calc_shard_offset. test=develop
      
      * update xpu kernel. test=develop
      
      * update args of calc_shard_offset
      
      * update. test=develop
      
      * remove customGradMerger
      
      * update. test=develop
      
      * heter_comm update
      
      * heter_comm update
      
      * update calc_shard_offset. test=develop
      
      * heter_comm update
      
      * update args of calc_shard_offset
      
      * update. test=develop
      
      * remove customGradMerger
      
      * update. test=develop
      
      * fix. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update optimizer kernel
      
      * Adapt XPUPS - use WITH_XPU_KP and modify wrapper kernel function - 5th version - 3.30
      
      * update. test=develop
      
      * update pslib.cmake
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * Adapt XPUPS - modify by kp compilation  - 6th version - 3.30
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update optimizer kernel
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * update. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * used by minxu
      
      * update heter_comm_inl
      
      * fix. test=develop
      
      * Adapt XPUPS - modify by kp compilation  - 7th version - 3.30
      
      * fix. test=develop
      
      * add optimizer kernel. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * 3.31 update
      
      * Adapt XPUPS - update kp compilation path  - 8th version - 3.31
      
      * add optimizer kernel. test=develop
      
      * fix kunlun not support size_t. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix kunlun not support size_t. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * update heter_comm_kernel.kps 3.31
      
      * fix. test=develop
      
      * fix. test=develop
      
      * update heter_comm_kernel.kps 3.31
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * update heter_comm.h 3.31
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * update hashtable. test=develop
      
      * update. test=develop
      
      * Adapt XPUPS - update by kp compilation  - 9th version - 4.1
      
      * update hashtable. test=develop
      
      * fix. test=develop
      
      * update hashtable 4.1
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * Adapt XPUPS - update by kp compilation  - 10th version - 4.1
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * update. test=develop
      
      * modify by compilation 4.1
      
      * update. test=develop
      
      * update. test=develop
      
      * fix. test=develop
      
      * modify by compilation 4.1
      
      * update. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * modify by compilation 4.1
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * modify by compilation 4.1 19:30
      
      * fix. test=develop
      
      * update ps_gpu_wrapper.kps 4.1
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * Adapt XPUPS - update by kp compilation  - 11th version - 4.1
      
      * fix. test=develop
      
      * Adapt XPUPS - update by kp compilation  - 12nd version - 4.2
      
      * fix. test=develop
      
      * fix. test=develop
      
      * modify by compilation 4.2
      
      * 4.2 update
      
      * fix. test=develop
      
      * template init. test=develop
      
      * update 4.6
      
      * fix. test=develop
      
      * template init. test=develop
      
      * 4.6 modify by compilation
      
      * hashtable template init. test=develop
      
      * hashtable template init. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=devlop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=devlop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * Adapt XPUPS - update by kp compilation  - 13nd version - 4.7
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * 4.11 update
      
      * fix. test=develop
      
      * fix. test=develop
      
      * 4.11 update
      
      * update by pre-commit
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * fix. test=develop
      
      * 4.12 update
      
      * fix. test=develop
      
      * Adapt XPUPS - update by kp compilation  - 14th version - 4.13
      
      * 4.13 update
      
      * 4.14 update
      
      * 4.14 update
      
      * 4.14 update
      
      * 4.14 modify by merged latest compilation
      
      * retry CI 4.14
      
      * 4.15 pass static check
      
      * 4.15 modify by gpups CI
      
      * 3.16 update by gpups CI - modify ps_gpu_wrapper.h
      
      * 4.16 update
      
      * 4.16 pass xpu compile
      
      * 4.16 retry CI
      
      * 4.16 update
      Co-authored-by: Nzmxdream <zhangminxu01@baidu.com>
      0ef3ef28
    • C
      [Perf] Optimize dygraph scheduling performance (#41696) · 7ee31a96
      Chen Weihang 提交于
      * split phi and fluid infermeta context
      
      * resolve conflict
      
      * fix type error
      
      * optimize scheduling perf
      
      * spec small vector size
      
      * replace all grad var name
      
      * fix test failed
      
      * move init defalut signature
      
      * polish details
      
      * polish details
      
      * fix no init bug
      
      * init sig for tests
      
      * add init sig for infer
      
      * fix infrt error
      
      * fix infrt failed
      
      * fix kunlun error
      
      * fix infrt failed
      7ee31a96
  12. 15 4月, 2022 4 次提交
    • Z
      solve brpc compile in arm-ubantu18 (#41649) · 56dafc4f
      ziyoujiyi 提交于
      * back fl
      
      * delete ssl cert
      
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      * make warning
      
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      * unittest paral degree
      
      * solve unittest
      
      * heter & multi cloud commm ready
      
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      * arm_brpc compile
      
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      * add switch server bin
      
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      * adapt brpc ssl
      
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      56dafc4f
    • S
      gpu_graph engine optimization+ (#41455) · ce72690c
      seemingwang 提交于
      * extract sub-graph
      
      * graph-engine merging
      
      * fix
      
      * fix
      
      * fix heter-ps config
      
      * test performance
      
      * test performance
      
      * test performance
      
      * test
      
      * test
      
      * update bfs
      
      * change cmake
      
      * test
      
      * test gpu speed
      
      * gpu_graph_engine optimization
      
      * add ssd layer to graph_engine
      
      * fix allocation
      
      * fix syntax error
      
      * fix syntax error
      
      * fix pscore class
      
      * fix
      
      * recover test
      
      * recover test
      
      * fix spelling
      
      * recover
      
      * fix
      ce72690c
    • C
      [Phi]Reduce kernels into multiply files (#41747) · 1927aff9
      chentianyu03 提交于
      * split reduce_kernel
      
      * rm reduce_kernel in cmake
      
      * split reduce_grad kernels
      
      * fix cmake build error
      
      * format code
      
      * fix standalone_executor_test error
      1927aff9
    • D
      【GPUPS】add afsclient and gpupsutil (#41324) · 30a1213b
      danleifeng 提交于
      * add gpupsutil and afsclient; test=develop
      30a1213b