1. 19 2月, 2022 1 次提交
    • Z
      [Pten] Add selected_rows kernel for Full (#39465) · 79f8eeca
      zyfncg 提交于
      * Add selected_rows kernel for full
      
      * remove fill_constant register in fluid
      
      * fix bug without GPU
      
      * add jit_kernel_helper dependency for fc
      
      * do some refactor
      
      * add unittest for ops signatures
      
      * add coverage unittest
      
      * fix merge conflict
      
      * fix full selectew_rows bug
      79f8eeca
  2. 05 11月, 2021 1 次提交
  3. 02 11月, 2021 3 次提交
    • Y
      Add Intermediate Kernel API for refactor Tensor Lib (#36914) · 4a7f1a0d
      YuanRisheng 提交于
      * initial tensor design & sign kernel demo
      
      * add move constructor for meta & add lodtensor
      
      * add dirs & sign xpu kernel
      
      * add mean cpu&cuda kernel impl
      
      * move sign & mean xpu & npu kernel
      
      * add selected_rows basic impl
      
      * refactor design, BaseTensor to DenseTensor, etc.
      
      * add scale mkldnn kernel
      
      * polish xpu & npu impl details
      
      * fix mkldnn reuse compile failed
      
      * change tensor operation lib name
      
      * rename util filename
      
      * add more comments
      
      * change TensorImplInterface to TensorInterface
      
      * add kernel key and factory
      
      * remove MKLDNNTensorMeta, add MKLDNNDenseTensor
      
      * change XXDeviceContext to XXContext
      
      * add base kernel registrar utils & test on sign
      
      * replace boost::any by paddle::any
      
      * fix several ci failed
      
      * fix npu compile error
      
      * add ordered map util
      
      * fix multiple ordered_map compile errors
      
      * move dev into include dir
      
      * support sign op in static op run
      
      * fix static op run error
      
      * fix new executor compile failed
      
      * add dygraph branch & remove sign_op.h
      
      * fix test_infer_no_need_buffer_slots
      
      * fix rocm compile link error
      
      * fix unitybuild error & clear glog
      
      * fix npu compile failed
      
      * skip quant trans test
      
      * fix part windows compile problem
      
      * fix xpu enforce error
      
      * fix inference test failed
      
      * remove ordered_map to solve quant failed
      
      * fix part of rcom compile faild
      
      * add more register kernels
      
      * revert scale kernel temporarily
      
      * fix code format error
      
      * add new kernel registrar marco
      
      * rename top to tcmpt
      
      * revert xpu, npu, mkldnn impl & remove op def
      
      * add kernel args parse functor to auto parse args
      
      * revert some change & add scale kernels
      
      * add op proto in dygraph kernelcontext building
      
      * polish kernel dispatch logic & nameing rule
      
      * fix scale kernel match error
      
      * fix scale test failed
      
      * add mean API and unittest
      
      * test mean api success
      
      * add branch to solve compiled error
      
      * skip clang format error
      
      * add mean skip rule in op_library
      
      * add dot kernel, api and unittest (#6)
      
      * remove old kernel and add symbol link
      
      * fix dot compiled failed
      
      * add merco for module declare
      
      * fix npu and xpu compile error
      
      * revert sign, mean, scale, dot kernel removing
      
      * add comment for keeping old kernel impl
      
      * fix mutable_data error
      
      * fix bfloat16 conflit
      
      * fix inference undef error
      
      * adapt to msvc compile rules
      
      * polish comment for template inst
      
      * add cmake template instantiation for win
      
      * fix backend to place device id bug
      
      * fix ifdef error
      
      * Op2functor (#7)
      
      * add kernel args maker class
      
      * make args maker non-const
      
      * remove debug log
      
      * modify codes by review options
      
      * split constructPrKernelContext function
      
      * fix output name bug
      
      * fix test_mean_op test_sign_op failed
      
      * fill_any_like kernel refactor (#10)
      
      * fill_any_like kernel refactor
      
      * remove useless code of full_like c++ api
      
      * skip dtype for fill_any_like
      
      * add attrs for kernel key constrcut
      
      * add use_pt_kernel Flags to control whether to use pt kernel (#13)
      
      * add use_pt_kernel Flags to control whether to use pt kernel
      
      * change the default value to true for cheking pt kernels
      
      * fix mutable_data cuda place error
      
      * move high level apis into hapi
      
      * remove selectedrows adapting temporarily
      
      * Support Scalar in Tensor Compute Library (#14)
      
      * fill_any_like kernel refactor
      
      * remove useless code of full_like c++ api
      
      * Support Scalar in Tensor Compute Library
      
      * add scalar in dygraph and static graph mode
      
      * keep the basic type for attr, instead of using scalar for all
      
      * merge the code
      
      * remove mkldnn tensor & polish details
      
      * use flat_hash_map and small_vector in kernel factory
      
      * Refactor flatten kernel (#12)
      
      * refactor flatten kernel
      
      * update infershape function
      
      * fix compile bugs
      
      * fix bugs when merge
      
      * fix compiler bugs
      
      * fix bugs when run test_flatten_api
      
      * fix bugs when run test
      
      * Revert "use flat_hash_map and small_vector in kernel factory"
      
      This reverts commit 23091495cfdd3df8cc1be592d30f09ea66a7c72b.
      
      * Move cpu, cuda and other device code into kernels (#15)
      
      * fill_any_like kernel refactor
      
      * remove useless code of full_like c++ api
      
      * Support Scalar in Tensor Compute Library
      
      * add scalar in dygraph and static graph mode
      
      * keep the basic type for attr, instead of using scalar for all
      
      * merge the code
      
      * start refactor matmul
      
      * move cpu, cuda and other device modules into kernels
      
      * merge code
      
      * polish code in operator.cc
      
      * Perfect unitests (#16)
      
      * perfect unittest
      
      * update license
      
      * replace with flat_hash_map, small_vector (#19)
      
      * fix small_vector build error on windows platform
      
      * replace with flat_hash_map, small_vector
      
      * remove todo
      
      * Perfect unitests (#20)
      
      * perfect unittest
      
      * update license
      
      * fix bug when run tcmpt_utils_test
      
      * refactor execution adapting impl
      
      * fix insert conflit
      
      * Fix CI bug of test_yolov3 (#21)
      
      * fill_any_like kernel refactor
      
      * remove useless code of full_like c++ api
      
      * Support Scalar in Tensor Compute Library
      
      * add scalar in dygraph and static graph mode
      
      * keep the basic type for attr, instead of using scalar for all
      
      * merge the code
      
      * start refactor matmul
      
      * move cpu, cuda and other device modules into kernels
      
      * merge code
      
      * polish code in operator.cc
      
      * Fix CI bug of test_yolov3
      
      * add the tensor base class, test=develop (#17)
      
      * update the tensor base class, test=develop
      
      * remove two funcs, test=develop
      
      * update the error msg, test=develop
      Co-authored-by: NChen Weihang <chenweihang@baidu.com>
      
      * [no-verify] commit backend and tensor signature changes
      
      * Rename tcmpt to pten (#23)
      
      * rename tcmpt to pten
      
      * update omitted files for rename to pten
      
      * update omitted file for rename to pten
      
      * remove k of all enum var
      
      * remove kernel_instantiate (#26)
      
      * remove symbols and spatial_tensor
      
      * change common to functions
      
      * readd share tensor impl methods
      
      * add a candidate dense tensor class, test=develop (#28)
      
      * change all Pt to Pten
      
      * resolve conflit with xiaowei
      
      * Op2functor opt1 (#27)
      
      * replace to small vector and change to const &
      
      * add std::move
      Co-authored-by: NChen Weihang <chenweihang@baidu.com>
      
      * polish kernel factory and kernel registry
      
      * fix operator test error msg mismatch
      
      * remove tensor signature and backend set member
      
      * move scalar and polish enforce
      
      * revert dtype layout change to fix error
      
      * fix enum operator override error
      
      * Add Intermediate API layer
      
      * add several base unittests
      
      * add pten utils tests
      
      * polish some details
      
      * Dev/op2func refactor 3 (#30)
      
      * add a candidate dense tensor class, test=develop
      
      * remove TensorBase::backend(), test=develop
      
      * remove some ops, test=develop
      
      * cherry-pick the pr of tensor meta, test=develop
      
      * moves the dense tensor and some ops, test=develop
      
      * update the linalg operator, test=develop
      
      * update other operators, test=develop
      
      * fix errors, test=develop
      
      * fix bugs, test=develop
      
      * try to resolve the problem of windows ci, test=develop
      
      * updates codes, test=develop
      
      * fix the tensor_utils.cc, test=develop
      
      * modify the dense tensor, test=develop
      
      * fix the data type, test=develop
      Co-authored-by: Nshixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
      
      * intermediate api adapt to new dense tensor
      
      * add some TODO and delete include header
      Co-authored-by: NChen Weihang <chenweihang@baidu.com>
      Co-authored-by: Nchentianyu03 <ctychentianyu@gmail.com>
      Co-authored-by: Nzyfncg <1370305206@qq.com>
      Co-authored-by: N石晓伟 <39303645+Shixiaowei02@users.noreply.github.com>
      4a7f1a0d
    • Z
      Add matmul_v2 kernel in pten (#36844) · e11ecfce
      zyfncg 提交于
      * initial tensor design & sign kernel demo
      
      * add move constructor for meta & add lodtensor
      
      * add dirs & sign xpu kernel
      
      * add mean cpu&cuda kernel impl
      
      * move sign & mean xpu & npu kernel
      
      * add selected_rows basic impl
      
      * refactor design, BaseTensor to DenseTensor, etc.
      
      * add scale mkldnn kernel
      
      * polish xpu & npu impl details
      
      * fix mkldnn reuse compile failed
      
      * change tensor operation lib name
      
      * rename util filename
      
      * add more comments
      
      * change TensorImplInterface to TensorInterface
      
      * add kernel key and factory
      
      * remove MKLDNNTensorMeta, add MKLDNNDenseTensor
      
      * change XXDeviceContext to XXContext
      
      * add base kernel registrar utils & test on sign
      
      * replace boost::any by paddle::any
      
      * fix several ci failed
      
      * fix npu compile error
      
      * add ordered map util
      
      * fix multiple ordered_map compile errors
      
      * move dev into include dir
      
      * support sign op in static op run
      
      * fix static op run error
      
      * fix new executor compile failed
      
      * add dygraph branch & remove sign_op.h
      
      * fix test_infer_no_need_buffer_slots
      
      * fix rocm compile link error
      
      * fix unitybuild error & clear glog
      
      * fix npu compile failed
      
      * skip quant trans test
      
      * fix part windows compile problem
      
      * fix xpu enforce error
      
      * fix inference test failed
      
      * remove ordered_map to solve quant failed
      
      * fix part of rcom compile faild
      
      * add more register kernels
      
      * revert scale kernel temporarily
      
      * fix code format error
      
      * add new kernel registrar marco
      
      * rename top to tcmpt
      
      * revert xpu, npu, mkldnn impl & remove op def
      
      * add kernel args parse functor to auto parse args
      
      * revert some change & add scale kernels
      
      * add op proto in dygraph kernelcontext building
      
      * polish kernel dispatch logic & nameing rule
      
      * fix scale kernel match error
      
      * fix scale test failed
      
      * add mean API and unittest
      
      * test mean api success
      
      * add branch to solve compiled error
      
      * skip clang format error
      
      * add mean skip rule in op_library
      
      * add dot kernel, api and unittest (#6)
      
      * remove old kernel and add symbol link
      
      * fix dot compiled failed
      
      * add merco for module declare
      
      * fix npu and xpu compile error
      
      * revert sign, mean, scale, dot kernel removing
      
      * add comment for keeping old kernel impl
      
      * fix mutable_data error
      
      * fix bfloat16 conflit
      
      * fix inference undef error
      
      * adapt to msvc compile rules
      
      * polish comment for template inst
      
      * add cmake template instantiation for win
      
      * fix backend to place device id bug
      
      * fix ifdef error
      
      * Op2functor (#7)
      
      * add kernel args maker class
      
      * make args maker non-const
      
      * remove debug log
      
      * modify codes by review options
      
      * split constructPrKernelContext function
      
      * fix output name bug
      
      * fix test_mean_op test_sign_op failed
      
      * fill_any_like kernel refactor (#10)
      
      * fill_any_like kernel refactor
      
      * remove useless code of full_like c++ api
      
      * skip dtype for fill_any_like
      
      * add attrs for kernel key constrcut
      
      * add use_pt_kernel Flags to control whether to use pt kernel (#13)
      
      * add use_pt_kernel Flags to control whether to use pt kernel
      
      * change the default value to true for cheking pt kernels
      
      * fix mutable_data cuda place error
      
      * move high level apis into hapi
      
      * remove selectedrows adapting temporarily
      
      * Support Scalar in Tensor Compute Library (#14)
      
      * fill_any_like kernel refactor
      
      * remove useless code of full_like c++ api
      
      * Support Scalar in Tensor Compute Library
      
      * add scalar in dygraph and static graph mode
      
      * keep the basic type for attr, instead of using scalar for all
      
      * merge the code
      
      * remove mkldnn tensor & polish details
      
      * use flat_hash_map and small_vector in kernel factory
      
      * Refactor flatten kernel (#12)
      
      * refactor flatten kernel
      
      * update infershape function
      
      * fix compile bugs
      
      * fix bugs when merge
      
      * fix compiler bugs
      
      * fix bugs when run test_flatten_api
      
      * fix bugs when run test
      
      * Revert "use flat_hash_map and small_vector in kernel factory"
      
      This reverts commit 23091495cfdd3df8cc1be592d30f09ea66a7c72b.
      
      * Move cpu, cuda and other device code into kernels (#15)
      
      * fill_any_like kernel refactor
      
      * remove useless code of full_like c++ api
      
      * Support Scalar in Tensor Compute Library
      
      * add scalar in dygraph and static graph mode
      
      * keep the basic type for attr, instead of using scalar for all
      
      * merge the code
      
      * start refactor matmul
      
      * move cpu, cuda and other device modules into kernels
      
      * merge code
      
      * polish code in operator.cc
      
      * Perfect unitests (#16)
      
      * perfect unittest
      
      * update license
      
      * replace with flat_hash_map, small_vector (#19)
      
      * fix small_vector build error on windows platform
      
      * replace with flat_hash_map, small_vector
      
      * remove todo
      
      * Perfect unitests (#20)
      
      * perfect unittest
      
      * update license
      
      * fix bug when run tcmpt_utils_test
      
      * refactor execution adapting impl
      
      * fix insert conflit
      
      * Fix CI bug of test_yolov3 (#21)
      
      * fill_any_like kernel refactor
      
      * remove useless code of full_like c++ api
      
      * Support Scalar in Tensor Compute Library
      
      * add scalar in dygraph and static graph mode
      
      * keep the basic type for attr, instead of using scalar for all
      
      * merge the code
      
      * start refactor matmul
      
      * move cpu, cuda and other device modules into kernels
      
      * merge code
      
      * polish code in operator.cc
      
      * Fix CI bug of test_yolov3
      
      * add the tensor base class, test=develop (#17)
      
      * update the tensor base class, test=develop
      
      * remove two funcs, test=develop
      
      * update the error msg, test=develop
      Co-authored-by: NChen Weihang <chenweihang@baidu.com>
      
      * [no-verify] commit backend and tensor signature changes
      
      * Rename tcmpt to pten (#23)
      
      * rename tcmpt to pten
      
      * update omitted files for rename to pten
      
      * update omitted file for rename to pten
      
      * remove k of all enum var
      
      * remove kernel_instantiate (#26)
      
      * remove symbols and spatial_tensor
      
      * change common to functions
      
      * readd share tensor impl methods
      
      * add a candidate dense tensor class, test=develop (#28)
      
      * change all Pt to Pten
      
      * resolve conflit with xiaowei
      
      * Op2functor opt1 (#27)
      
      * replace to small vector and change to const &
      
      * add std::move
      Co-authored-by: NChen Weihang <chenweihang@baidu.com>
      
      * polish kernel factory and kernel registry
      
      * fix operator test error msg mismatch
      
      * remove tensor signature and backend set member
      
      * move scalar and polish enforce
      
      * revert dtype layout change to fix error
      
      * fix enum operator override error
      
      * add several base unittests
      
      * add pten utils tests
      
      * polish some details
      
      * Dev/op2func refactor 3 (#30)
      
      * add a candidate dense tensor class, test=develop
      
      * remove TensorBase::backend(), test=develop
      
      * remove some ops, test=develop
      
      * cherry-pick the pr of tensor meta, test=develop
      
      * moves the dense tensor and some ops, test=develop
      
      * update the linalg operator, test=develop
      
      * update other operators, test=develop
      
      * fix errors, test=develop
      
      * fix bugs, test=develop
      
      * try to resolve the problem of windows ci, test=develop
      
      * updates codes, test=develop
      
      * fix the tensor_utils.cc, test=develop
      
      * modify the dense tensor, test=develop
      
      * fix the data type, test=develop
      Co-authored-by: Nshixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
      
      * polish some details
      
      * polish kernel signature details
      
      * fix a bug about offsets of the tensor, test=develop (#31)
      Co-authored-by: Nshixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
      
      * add matmul kernel in pten
      
      * add unittest for new matmul_v2 kernel
      
      * fix bug of CI compile
      
      * fix bug of CI compile
      
      * merge conflict
      
      * remove useless file
      Co-authored-by: NChen Weihang <chenweihang@baidu.com>
      Co-authored-by: Nchentianyu03 <ctychentianyu@gmail.com>
      Co-authored-by: NYuanRisheng <yuanrisheng@baidu.com>
      Co-authored-by: N石晓伟 <39303645+Shixiaowei02@users.noreply.github.com>
      e11ecfce
    • add unit tests, test=develop (#36910) · e5aa145d
      石晓伟 提交于
      e5aa145d
  4. 01 11月, 2021 1 次提交
    • C
      Paddle Tensor Operation Library initial implementation (#34425) · b9fdd3bc
      Chen Weihang 提交于
      * initial tensor design & sign kernel demo
      
      * add move constructor for meta & add lodtensor
      
      * add dirs & sign xpu kernel
      
      * add mean cpu&cuda kernel impl
      
      * move sign & mean xpu & npu kernel
      
      * add selected_rows basic impl
      
      * refactor design, BaseTensor to DenseTensor, etc.
      
      * add scale mkldnn kernel
      
      * polish xpu & npu impl details
      
      * fix mkldnn reuse compile failed
      
      * change tensor operation lib name
      
      * rename util filename
      
      * add more comments
      
      * change TensorImplInterface to TensorInterface
      
      * add kernel key and factory
      
      * remove MKLDNNTensorMeta, add MKLDNNDenseTensor
      
      * change XXDeviceContext to XXContext
      
      * add base kernel registrar utils & test on sign
      
      * replace boost::any by paddle::any
      
      * fix several ci failed
      
      * fix npu compile error
      
      * add ordered map util
      
      * fix multiple ordered_map compile errors
      
      * move dev into include dir
      
      * support sign op in static op run
      
      * fix static op run error
      
      * fix new executor compile failed
      
      * add dygraph branch & remove sign_op.h
      
      * fix test_infer_no_need_buffer_slots
      
      * fix rocm compile link error
      
      * fix unitybuild error & clear glog
      
      * fix npu compile failed
      
      * skip quant trans test
      
      * fix part windows compile problem
      
      * fix xpu enforce error
      
      * fix inference test failed
      
      * remove ordered_map to solve quant failed
      
      * fix part of rcom compile faild
      
      * add more register kernels
      
      * revert scale kernel temporarily
      
      * fix code format error
      
      * add new kernel registrar marco
      
      * rename top to tcmpt
      
      * revert xpu, npu, mkldnn impl & remove op def
      
      * add kernel args parse functor to auto parse args
      
      * revert some change & add scale kernels
      
      * add op proto in dygraph kernelcontext building
      
      * polish kernel dispatch logic & nameing rule
      
      * fix scale kernel match error
      
      * fix scale test failed
      
      * add mean API and unittest
      
      * test mean api success
      
      * add branch to solve compiled error
      
      * skip clang format error
      
      * add mean skip rule in op_library
      
      * add dot kernel, api and unittest (#6)
      
      * remove old kernel and add symbol link
      
      * fix dot compiled failed
      
      * add merco for module declare
      
      * fix npu and xpu compile error
      
      * revert sign, mean, scale, dot kernel removing
      
      * add comment for keeping old kernel impl
      
      * fix mutable_data error
      
      * fix bfloat16 conflit
      
      * fix inference undef error
      
      * adapt to msvc compile rules
      
      * polish comment for template inst
      
      * add cmake template instantiation for win
      
      * fix backend to place device id bug
      
      * fix ifdef error
      
      * Op2functor (#7)
      
      * add kernel args maker class
      
      * make args maker non-const
      
      * remove debug log
      
      * modify codes by review options
      
      * split constructPrKernelContext function
      
      * fix output name bug
      
      * fix test_mean_op test_sign_op failed
      
      * fill_any_like kernel refactor (#10)
      
      * fill_any_like kernel refactor
      
      * remove useless code of full_like c++ api
      
      * skip dtype for fill_any_like
      
      * add attrs for kernel key constrcut
      
      * add use_pt_kernel Flags to control whether to use pt kernel (#13)
      
      * add use_pt_kernel Flags to control whether to use pt kernel
      
      * change the default value to true for cheking pt kernels
      
      * fix mutable_data cuda place error
      
      * move high level apis into hapi
      
      * remove selectedrows adapting temporarily
      
      * Support Scalar in Tensor Compute Library (#14)
      
      * fill_any_like kernel refactor
      
      * remove useless code of full_like c++ api
      
      * Support Scalar in Tensor Compute Library
      
      * add scalar in dygraph and static graph mode
      
      * keep the basic type for attr, instead of using scalar for all
      
      * merge the code
      
      * remove mkldnn tensor & polish details
      
      * use flat_hash_map and small_vector in kernel factory
      
      * Refactor flatten kernel (#12)
      
      * refactor flatten kernel
      
      * update infershape function
      
      * fix compile bugs
      
      * fix bugs when merge
      
      * fix compiler bugs
      
      * fix bugs when run test_flatten_api
      
      * fix bugs when run test
      
      * Revert "use flat_hash_map and small_vector in kernel factory"
      
      This reverts commit 23091495cfdd3df8cc1be592d30f09ea66a7c72b.
      
      * Move cpu, cuda and other device code into kernels (#15)
      
      * fill_any_like kernel refactor
      
      * remove useless code of full_like c++ api
      
      * Support Scalar in Tensor Compute Library
      
      * add scalar in dygraph and static graph mode
      
      * keep the basic type for attr, instead of using scalar for all
      
      * merge the code
      
      * start refactor matmul
      
      * move cpu, cuda and other device modules into kernels
      
      * merge code
      
      * polish code in operator.cc
      
      * Perfect unitests (#16)
      
      * perfect unittest
      
      * update license
      
      * replace with flat_hash_map, small_vector (#19)
      
      * fix small_vector build error on windows platform
      
      * replace with flat_hash_map, small_vector
      
      * remove todo
      
      * Perfect unitests (#20)
      
      * perfect unittest
      
      * update license
      
      * fix bug when run tcmpt_utils_test
      
      * refactor execution adapting impl
      
      * fix insert conflit
      
      * Fix CI bug of test_yolov3 (#21)
      
      * fill_any_like kernel refactor
      
      * remove useless code of full_like c++ api
      
      * Support Scalar in Tensor Compute Library
      
      * add scalar in dygraph and static graph mode
      
      * keep the basic type for attr, instead of using scalar for all
      
      * merge the code
      
      * start refactor matmul
      
      * move cpu, cuda and other device modules into kernels
      
      * merge code
      
      * polish code in operator.cc
      
      * Fix CI bug of test_yolov3
      
      * add the tensor base class, test=develop (#17)
      
      * update the tensor base class, test=develop
      
      * remove two funcs, test=develop
      
      * update the error msg, test=develop
      Co-authored-by: NChen Weihang <chenweihang@baidu.com>
      
      * [no-verify] commit backend and tensor signature changes
      
      * Rename tcmpt to pten (#23)
      
      * rename tcmpt to pten
      
      * update omitted files for rename to pten
      
      * update omitted file for rename to pten
      
      * remove k of all enum var
      
      * remove kernel_instantiate (#26)
      
      * remove symbols and spatial_tensor
      
      * change common to functions
      
      * readd share tensor impl methods
      
      * add a candidate dense tensor class, test=develop (#28)
      
      * change all Pt to Pten
      
      * resolve conflit with xiaowei
      
      * Op2functor opt1 (#27)
      
      * replace to small vector and change to const &
      
      * add std::move
      Co-authored-by: NChen Weihang <chenweihang@baidu.com>
      
      * polish kernel factory and kernel registry
      
      * fix operator test error msg mismatch
      
      * remove tensor signature and backend set member
      
      * move scalar and polish enforce
      
      * revert dtype layout change to fix error
      
      * fix enum operator override error
      
      * add several base unittests
      
      * add pten utils tests
      
      * polish some details
      
      * Dev/op2func refactor 3 (#30)
      
      * add a candidate dense tensor class, test=develop
      
      * remove TensorBase::backend(), test=develop
      
      * remove some ops, test=develop
      
      * cherry-pick the pr of tensor meta, test=develop
      
      * moves the dense tensor and some ops, test=develop
      
      * update the linalg operator, test=develop
      
      * update other operators, test=develop
      
      * fix errors, test=develop
      
      * fix bugs, test=develop
      
      * try to resolve the problem of windows ci, test=develop
      
      * updates codes, test=develop
      
      * fix the tensor_utils.cc, test=develop
      
      * modify the dense tensor, test=develop
      
      * fix the data type, test=develop
      Co-authored-by: Nshixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
      
      * polish some details
      
      * polish kernel signature details
      
      * fix a bug about offsets of the tensor, test=develop (#31)
      Co-authored-by: Nshixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
      
      * polish some details
      Co-authored-by: Nchentianyu03 <ctychentianyu@gmail.com>
      Co-authored-by: Nzyfncg <1370305206@qq.com>
      Co-authored-by: NYuanRisheng <yuanrisheng@baidu.com>
      Co-authored-by: N石晓伟 <39303645+Shixiaowei02@users.noreply.github.com>
      b9fdd3bc