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authorGunes Bayir <gunes.bayir@arm.com>2023-09-07 12:20:33 +0100
committerGunes Bayir <gunes.bayir@arm.com>2023-09-14 12:11:47 +0000
commite87fa660e188007391f0584a56c8970665780684 (patch)
tree4728eb9b5e150ed7f2b1530c4cd0e46162ea315d /src/gpu/cl/kernels/ClMatMulLowpNativeMMULKernel.h
parent7ce8a83de5b58129f24cf28b293cfd8b3e83880c (diff)
downloadComputeLibrary-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.h69
1 files changed, 69 insertions, 0 deletions
diff --git a/src/gpu/cl/kernels/ClMatMulLowpNativeMMULKernel.h b/src/gpu/cl/kernels/ClMatMulLowpNativeMMULKernel.h
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+++ b/src/gpu/cl/kernels/ClMatMulLowpNativeMMULKernel.h
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+/*
+ * 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