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author | Gunes Bayir <gunes.bayir@arm.com> | 2023-09-07 12:20:33 +0100 |
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committer | Gunes Bayir <gunes.bayir@arm.com> | 2023-09-14 12:11:47 +0000 |
commit | e87fa660e188007391f0584a56c8970665780684 (patch) | |
tree | 4728eb9b5e150ed7f2b1530c4cd0e46162ea315d /src/gpu/cl/kernels/ClMatMulLowpNativeMMULKernel.h | |
parent | 7ce8a83de5b58129f24cf28b293cfd8b3e83880c (diff) | |
download | ComputeLibrary-e87fa660e188007391f0584a56c8970665780684.tar.gz |
Add skeleton of ClMatMulLowpNativeMMULKernel
The skeleton code consists of modifications
- to build the library with the quantized matmul kernel
- refactoring of some common utilities
- empty OpenCL Kernels for four configurations ([Lhs, Rhs] X [Nt, t])
- some validation tests and skeleton for functional tests
Resolves: COMPMID-6473
Change-Id: Id8401f789d34277dceb1f91afd68c9c88275618a
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10273
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/gpu/cl/kernels/ClMatMulLowpNativeMMULKernel.h')
-rw-r--r-- | src/gpu/cl/kernels/ClMatMulLowpNativeMMULKernel.h | 69 |
1 files changed, 69 insertions, 0 deletions
diff --git a/src/gpu/cl/kernels/ClMatMulLowpNativeMMULKernel.h b/src/gpu/cl/kernels/ClMatMulLowpNativeMMULKernel.h new file mode 100644 index 0000000000..d2aa40b2e2 --- /dev/null +++ b/src/gpu/cl/kernels/ClMatMulLowpNativeMMULKernel.h @@ -0,0 +1,69 @@ +/* + * Copyright (c) 2023 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef ACL_SRC_GPU_CL_KERNELS_CLMATMULLOWPNATIVEMMULKERNEL_H +#define ACL_SRC_GPU_CL_KERNELS_CLMATMULLOWPNATIVEMMULKERNEL_H + +#include "arm_compute/function_info/ActivationLayerInfo.h" +#include "src/core/common/Macros.h" +#include "src/gpu/cl/ClCompileContext.h" +#include "src/gpu/cl/IClKernel.h" + +namespace arm_compute +{ +// Forward declerations +struct MatMulKernelInfo; +namespace opencl +{ +namespace kernels +{ +class ClMatMulLowpNativeMMULKernel : public IClKernel +{ +public: + ClMatMulLowpNativeMMULKernel(); + ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClMatMulLowpNativeMMULKernel); + + /** Initialise the kernel's input and output. + * + * Similar to @ref ClMatMulLowpNativeKernel::configure() + * + * @return a status + */ + void configure(const ClCompileContext &compile_context, ITensorInfo *lhs, ITensorInfo *rhs, ITensorInfo *bias, 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 ClMatMulLowpNativeKernel::configure() + * + * @return a status + */ + static Status validate(const ITensorInfo *lhs, const ITensorInfo *rhs, const ITensorInfo *bias, 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; +}; +} // namespace kernels +} // namespace opencl +} // namespace arm_compute +#endif // ACL_SRC_GPU_CL_KERNELS_CLMATMULLOWPNATIVEMMULKERNEL_H |