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authorGian Marco Iodice <gianmarco.iodice@arm.com>2020-04-15 11:42:15 +0100
committerGian Marco Iodice <gianmarco.iodice@arm.com>2020-04-20 13:04:42 +0000
commiteb65f6da695ac0d3e495817145cceb1c4de4f048 (patch)
tree1e4980ba6d6ce2d738670c2ebadf4e24ebd172ce /arm_compute/core/CL/kernels/CLGEMMLowpMatrixMultiplyKernel.h
parent47a899017e67556ffffef78571c9be61dd7bc3f0 (diff)
downloadComputeLibrary-eb65f6da695ac0d3e495817145cceb1c4de4f048.tar.gz
COMPMID-3304: Update OpenCL GEMM heuristic for Int8
Change-Id: I6b7ff678d8d0437a1639db2ff602ea1cdb155464 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3056 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/core/CL/kernels/CLGEMMLowpMatrixMultiplyKernel.h')
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1 files changed, 0 insertions, 101 deletions
diff --git a/arm_compute/core/CL/kernels/CLGEMMLowpMatrixMultiplyKernel.h b/arm_compute/core/CL/kernels/CLGEMMLowpMatrixMultiplyKernel.h
deleted file mode 100644
index e926f5ed36..0000000000
--- a/arm_compute/core/CL/kernels/CLGEMMLowpMatrixMultiplyKernel.h
+++ /dev/null
@@ -1,101 +0,0 @@
-/*
- * Copyright (c) 2017-2020 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 ARM_COMPUTE_CLGEMMLOWPMATRIXMULTIPLYKERNEL_H
-#define ARM_COMPUTE_CLGEMMLOWPMATRIXMULTIPLYKERNEL_H
-
-#include "arm_compute/core/CL/ICLKernel.h"
-
-namespace arm_compute
-{
-class ICLTensor;
-
-/** OpenCL kernel to multiply matrices
- *
- * @note This kernel should be used ONLY for Midgard architectures
- *
- * This kernel performs the following computation:
- *
- * -# Convert a values from int8 to int32
- * -# Convert b values from int8 to int32
- * -# Compute the int32 matrix product of the resulting a * b and store the result as int32
- *
- */
-class CLGEMMLowpMatrixMultiplyKernel : public ICLKernel
-{
-public:
- /** Default Constructor */
- CLGEMMLowpMatrixMultiplyKernel();
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CLGEMMLowpMatrixMultiplyKernel(const CLGEMMLowpMatrixMultiplyKernel &) = delete;
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CLGEMMLowpMatrixMultiplyKernel &operator=(const CLGEMMLowpMatrixMultiplyKernel &) = delete;
- /** Allow instances of this class to be moved */
- CLGEMMLowpMatrixMultiplyKernel(CLGEMMLowpMatrixMultiplyKernel &&) = default;
- /** Allow instances of this class to be moved */
- CLGEMMLowpMatrixMultiplyKernel &operator=(CLGEMMLowpMatrixMultiplyKernel &&) = default;
- /** Initialise the kernel's input and output.
- *
- * @note This kernel should be used ONLY for Midgard architectures
- *
- * @param[in] input0 Input tensor containing the LHS matrix. Data type supported: QASYMM8
- * @param[in] input1 Input tensor containing the RHS matrix. Data type supported: same as @p input0
- * @param[out] output Output tensor to store the result of matrix multiplication. Data type supported: S32
- * @param[in] gemm_info (Optional) GEMM information used to retrieve the original dimensions of the input matrices
- */
- void configure(const ICLTensor *input0, const ICLTensor *input1, ICLTensor *output, const GEMMReshapeInfo &gemm_info = GEMMReshapeInfo());
- /** Initialise the kernel's input and output.
- *
- * @note This kernel should be used ONLY for Midgard architectures
- *
- * @param[in] compile_context The compile context to be used.
- * @param[in] input0 Input tensor containing the LHS matrix. Data type supported: QASYMM8
- * @param[in] input1 Input tensor containing the RHS matrix. Data type supported: same as @p input0
- * @param[out] output Output tensor to store the result of matrix multiplication. Data type supported: S32
- * @param[in] gemm_info (Optional) GEMM information used to retrieve the original dimensions of the input matrices
- */
- void configure(CLCompileContext &compile_context, const ICLTensor *input0, const ICLTensor *input1, ICLTensor *output, const GEMMReshapeInfo &gemm_info = GEMMReshapeInfo());
- /** Static function to check if given info will lead to a valid configuration of @ref CLGEMMLowpMatrixMultiplyKernel
- *
- * @param[in] input0 Input tensor containing the LHS matrix. Data type supported: QASYMM8
- * @param[in] input1 Input tensor containing the RHS matrix. Data type supported: same as @p input0
- * @param[in] output Output tensor to store the result of matrix multiplication. Data type supported: S32
- * @param[in] gemm_info (Optional) GEMM information used to retrieve the original dimensions of the input matrices
- *
- * @return a status
- */
- static Status validate(const ITensorInfo *input0, const ITensorInfo *input1, const ITensorInfo *output, const GEMMReshapeInfo &gemm_info = GEMMReshapeInfo());
-
- // Inherited methods overridden:
- void run(const Window &window, cl::CommandQueue &queue) override;
-
-private:
- const ICLTensor *_input0;
- const ICLTensor *_input1;
- ICLTensor *_output;
- bool _slide_matrix_b;
- bool _reinterpret_input_as_3d;
- bool _reinterpret_output_as_3d;
-};
-} // namespace arm_compute
-#endif /*ARM_COMPUTE_CLGEMMLOWPMATRIXMULTIPLYKERNEL_H*/