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author | Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com> | 2023-05-25 16:48:43 +0100 |
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committer | Mohmun02 <MohammedSuhail.Munshi@arm.com> | 2023-06-16 15:38:39 +0000 |
commit | 94abde4f4e98f6f1adb5c46b194527f34a8ea07d (patch) | |
tree | d6d717031788850d970fb44ff3f41de311cc5fc0 /src/gpu/cl/kernels/ClMatMulNativeKernel.h | |
parent | dd8d7f4102653ef55d872c71ae5d5f2ca2ead0c1 (diff) | |
download | ComputeLibrary-94abde4f4e98f6f1adb5c46b194527f34a8ea07d.tar.gz |
Add Fused Activation to OpenCL MatMul
- Added fused activation to MatMul function interface
- Added fused activation to CL backend
- Includes tests for supported Activation Functions in MatMul
Resolves: [COMPMID-6192]
Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com>
Change-Id: Ie103212b600b60699eaf6a6394d609e6e1f5aba6
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/522465
Comments-Addressed: bsgcomp <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Tested-by: bsgcomp <bsgcomp@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9714
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/gpu/cl/kernels/ClMatMulNativeKernel.h')
-rw-r--r-- | src/gpu/cl/kernels/ClMatMulNativeKernel.h | 20 |
1 files changed, 11 insertions, 9 deletions
diff --git a/src/gpu/cl/kernels/ClMatMulNativeKernel.h b/src/gpu/cl/kernels/ClMatMulNativeKernel.h index f706256e31..02d8ac3067 100644 --- a/src/gpu/cl/kernels/ClMatMulNativeKernel.h +++ b/src/gpu/cl/kernels/ClMatMulNativeKernel.h @@ -42,22 +42,24 @@ public: ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClMatMulNativeKernel); /** Initialise the kernel's input and output. * - * @param[in] compile_context The compile context to be used. - * @param[in] lhs Input tensor for the LHS matrix. Data type supported: F32/F16. - * Dimensions above 2 are collapsed onto dimension 2 and represent the batch. - * @param[in] rhs Input tensor for the RHS matrix. Data type supported: same as @p lhs. - * Dimensions above 2 are collapsed onto dimension 2 and represent the batch. - * @param[out] dst Output tensor info. Data type supported: same as @p lhs - * @param[in] matmul_info Attributes for Batch MatMul Kernel + * @param[in] compile_context The compile context to be used. + * @param[in] lhs Input tensor for the LHS matrix. Data type supported: F32/F16. + * Dimensions above 2 are collapsed onto dimension 2 and represent the batch. + * @param[in] rhs Input tensor for the RHS matrix. Data type supported: same as @p lhs. + * Dimensions above 2 are collapsed onto dimension 2 and represent the batch. + * @param[out] dst Output tensor info. Data type supported: same as @p lhs + * @param[in] matmul_kernel_info Attributes for Batch MatMul Kernel + * @param[in] act_info Specifies activation function to use after Matrix multiplication. Default is Identity function. */ - void configure(const ClCompileContext &compile_context, ITensorInfo *lhs, ITensorInfo *rhs, ITensorInfo *dst, const MatMulKernelInfo &matmul_info); + void configure(const ClCompileContext &compile_context, ITensorInfo *lhs, ITensorInfo *rhs, ITensorInfo *dst, const MatMulKernelInfo &matmul_kernel_info, + const ActivationLayerInfo &act_info = ActivationLayerInfo()); /** Static function to check if given info will lead to a valid configuration * * Similar to @ref ClMatMulNativeKernel::configure() * * @return a status */ - static Status validate(const ITensorInfo *lhs, const ITensorInfo *rhs, const ITensorInfo *dst, const MatMulKernelInfo &matmul_info); + static Status validate(const ITensorInfo *lhs, const ITensorInfo *rhs, const ITensorInfo *dst, const MatMulKernelInfo &matmul_kernel_info, const ActivationLayerInfo &act_info = ActivationLayerInfo()); // Inherited methods overridden: void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override; |