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| author | Ramy Elgammal <ramy.elgammal@arm.com> | 2023-03-09 21:15:37 +0000 |
|---|---|---|
| committer | Gunes Bayir <gunes.bayir@arm.com> | 2023-03-17 11:00:57 +0000 |
| commit | 2b6ebfe4270b06b09e45f306e8384950aeca7e4e (patch) | |
| tree | 44a65551aa32352a57090bf550b96cbf5b54222f /arm_compute/core/KernelDescriptors.h | |
| parent | 40aab11ff88ed432d5028478e531f8d0fc404d4c (diff) | |
| download | ComputeLibrary-2b6ebfe4270b06b09e45f306e8384950aeca7e4e.tar.gz | |
Implement OpenCL MatMul for Lhs NT Rhs T/NT FP32/16
- Implement ClNativeMatMulKernel class
- Implement opencl kernel for LHS non-transposed and RHS non-transposed
- Implement opencl kernel for LHS non-transposed and RHS transposed
- Add test fixture and dataset for matmul
- Implement transpose_tensor() for reference implementation to transpose high dimensional tensors
Resolves: COMPMID-5944, COMPMID-5951
Co-authored-by: Gunes Bayir <gunes.bayir@arm.com>
Co-authored-by: Ramy Elgammal <ramy.elgammal@arm.com>
Change-Id: I1d5b8978f41be27baddb3153ade880472141573f
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9333
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/core/KernelDescriptors.h')
| -rw-r--r-- | arm_compute/core/KernelDescriptors.h | 20 |
1 files changed, 17 insertions, 3 deletions
diff --git a/arm_compute/core/KernelDescriptors.h b/arm_compute/core/KernelDescriptors.h index 19ac254c04..016e03d88e 100644 --- a/arm_compute/core/KernelDescriptors.h +++ b/arm_compute/core/KernelDescriptors.h @@ -21,8 +21,8 @@ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ -#ifndef ARM_COMPUTE_CORE_KERNEL_DESCRIPTORS_H -#define ARM_COMPUTE_CORE_KERNEL_DESCRIPTORS_H +#ifndef ACL_ARM_COMPUTE_CORE_KERNELDESCRIPTORS +#define ACL_ARM_COMPUTE_CORE_KERNELDESCRIPTORS #include "arm_compute/core/PixelValue.h" #include "arm_compute/core/Types.h" @@ -223,5 +223,19 @@ struct ScaleKernelInfo bool align_corners; /**< Align corners of input and output */ DataLayout data_layout; /**< Data layout to use */ }; + +struct MatMulKernelInfo +{ + MatMulKernelInfo(bool adj_lhs = false, bool adj_rhs = false, int m0 = 1, int n0 = 1, int k0 = 1, bool export_rhs_to_cl_image = false) + : adj_lhs{ adj_lhs }, adj_rhs{ adj_rhs }, m0{ m0 }, n0{ n0 }, k0{ k0 }, export_rhs_to_cl_image{ export_rhs_to_cl_image } + { + } + bool adj_lhs{ false }; /**< Get Adjoint LHS flag value */ + bool adj_rhs{ false }; /**< Get Adjoint RHS flag value */ + int m0{ 1 }; /**< Number of output rows processed by each work-item*/ + int n0{ 1 }; /**< Number of output columns processed by each work-item*/ + int k0{ 1 }; /**< Number of inner accumulations */ + bool export_rhs_to_cl_image{ false }; /**< Flag to know whether the RHS tensor should be exported to cl_image*/ +}; } // namespace arm_compute -#endif /* ARM_COMPUTE_CORE_KERNEL_DESCRIPTORS_H */ +#endif /* ACL_ARM_COMPUTE_CORE_KERNELDESCRIPTORS */ |