Commit Graph

5 Commits

Author SHA1 Message Date
Po Yen Chen
a4776782a5 Rangify constructor of HostTensorDescriptor & Tensor<> (#445)
* Rangify STL algorithms

This commit adapts rangified std::copy(), std::fill() & std::transform()

* Rangify check_err()

By rangifying check_err(), we can not only compare values between
std::vector<>s, but also compare any ranges which have same value
type.

* Allow constructing Tensor<> like a HostTensorDescriptor

* Simplify Tensor<> object construction logics

* Remove more unnecessary 'HostTensorDescriptor' objects

* Re-format example code

* Re-write more HostTensorDescriptor ctor call

[ROCm/composable_kernel commit: 4a2a56c22f]
2022-11-11 11:36:01 -06:00
Adam Osewski
c747be612f Refactor device op implementations into impl subdirectory. (#420)
* Move kernel implementation files under impl directory.

* Update examples paths.

* Update device kernel impl include paths.

* Update tensor operation instances include paths.

* Update profiler and tests include paths.

* Clang-format

* Update include paths for batched gemm reduce

* Refactor UnitTest ConvNDBwdWeight.

* Refactor fwd and bwd data convND UT.

* Fix used test macro.

* Fix include path.

* Fix include paths.

* Fix include paths in profiler and tests.

* Fix include paths.

Co-authored-by: Adam Osewski <aosewski@amd.com>

[ROCm/composable_kernel commit: 3048028897]
2022-10-13 09:05:08 -05:00
Chao Liu
d383305871 add more datatype to gemm+gemm and conv+conv example (#397)
* refactor

* refactor

* adding int4/int8/fp16/bf16 for conv+conv and gemm+gemm

* adding int4/int8/fp16/bf16 for conv+conv and gemm+gemm

* clean

[ROCm/composable_kernel commit: 204ef976ca]
2022-09-01 09:31:17 -05:00
Anthony Chang
31cacabafa Attention with output permutation (#370)
* comment on specialization for TensorSpecialization::Packed

* gemm_softmax_gemm with output permutation

* scaling

* refactor MatrixPadder; rename to GemmPadder

* remove old sanity check

* restore original gemm_softmax_gemm

* revise comment in gemm_softmax_gemm example

* use GetElementSpaceSize()

* remove extra header

* typo

* remove archaic DeviceOpPtr

[ROCm/composable_kernel commit: e0d8806ca1]
2022-08-23 14:52:56 -05:00
Anthony Chang
bd30eaf33b Fused GEMM+GEMM (#351)
* initial stub for gemm_gemm_xdl_cshuffle

* set up example code

* compiles

* prevent integer overflow

* harmonize interface between ref_gemm and ref_batched_gemm

* batched_gemm_gemm

* fix example

* host tensor gen: diagonal pattern in lowest two-dimensions only

* make c descriptors containing only integral constants

* clean up

* add BlockwiseGemmXdlops_v2 while exploring an unified approach

* implement proper interface

* tidy up example

* fix compilation warnings

* coarsely controlled 2nd gemm padding

* remove rocm-cmake's hard requirement for certain revision

* clang-format

* resolve merge conflict

* fix compilation error on gfx10

* adds acc0 elementwise op to interface

* add gemm_gemm instances and tests

* avoid LDS data hazard

* fix build

Co-authored-by: Chao Liu <chao.liu2@amd.com>

[ROCm/composable_kernel commit: c20a75b07d]
2022-08-13 09:18:58 -05:00