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authorSheri Zhang <sheri.zhang@arm.com>2021-03-16 12:09:15 +0000
committerSheri Zhang <sheri.zhang@arm.com>2021-03-23 11:33:17 +0000
commitf9ab9f9ca1bbcac8688980bfd64e26fec2e0e9a2 (patch)
treea778a4682d7088d7caf704c00b89ce4d07a27443
parentd122c10b0eb41cbffdf9e424ca0d279b6a48b54f (diff)
downloadComputeLibrary-f9ab9f9ca1bbcac8688980bfd64e26fec2e0e9a2.tar.gz
Make ClPixelWiseMultiplicationKernel stateless
Partially resolves: COMPMID-4183 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ibc08d2d84d023ef8b23ed44d534aa1ca24515e4d Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5274 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
-rw-r--r--Android.bp3
-rw-r--r--arm_compute/runtime/CL/functions/CLPixelWiseMultiplication.h117
-rw-r--r--docs/00_introduction.dox4
-rw-r--r--src/core/CL/CLKernels.h1
-rw-r--r--src/core/CL/kernels/CLPixelWiseMultiplicationKernel.h196
-rw-r--r--src/core/gpu/cl/kernels/ClPixelWiseMultiplicationKernel.cpp (renamed from src/core/CL/kernels/CLPixelWiseMultiplicationKernel.cpp)251
-rw-r--r--src/core/gpu/cl/kernels/ClPixelWiseMultiplicationKernel.h147
-rw-r--r--src/runtime/CL/functions/CLPixelWiseMultiplication.cpp121
-rw-r--r--src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.cpp125
-rw-r--r--src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.h144
10 files changed, 556 insertions, 553 deletions
diff --git a/Android.bp b/Android.bp
index 94c952c808..8175dc69a2 100644
--- a/Android.bp
+++ b/Android.bp
@@ -132,7 +132,6 @@ cc_library_static {
"src/core/CL/kernels/CLNormalizationLayerKernel.cpp",
"src/core/CL/kernels/CLNormalizePlanarYUVLayerKernel.cpp",
"src/core/CL/kernels/CLPadLayerKernel.cpp",
- "src/core/CL/kernels/CLPixelWiseMultiplicationKernel.cpp",
"src/core/CL/kernels/CLPriorBoxLayerKernel.cpp",
"src/core/CL/kernels/CLQLSTMLayerNormalizationKernel.cpp",
"src/core/CL/kernels/CLROIAlignLayerKernel.cpp",
@@ -382,6 +381,7 @@ cc_library_static {
"src/core/gpu/cl/kernels/ClFloorKernel.cpp",
"src/core/gpu/cl/kernels/ClHeightConcatenateKernel.cpp",
"src/core/gpu/cl/kernels/ClPermuteKernel.cpp",
+ "src/core/gpu/cl/kernels/ClPixelWiseMultiplicationKernel.cpp",
"src/core/gpu/cl/kernels/ClPoolingKernel.cpp",
"src/core/gpu/cl/kernels/ClQuantizationKernel.cpp",
"src/core/gpu/cl/kernels/ClReshapeKernel.cpp",
@@ -684,6 +684,7 @@ cc_library_static {
"src/runtime/gpu/cl/operators/ClLogicalNot.cpp",
"src/runtime/gpu/cl/operators/ClPRelu.cpp",
"src/runtime/gpu/cl/operators/ClPermute.cpp",
+ "src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.cpp",
"src/runtime/gpu/cl/operators/ClPooling.cpp",
"src/runtime/gpu/cl/operators/ClQuantization.cpp",
"src/runtime/gpu/cl/operators/ClReshape.cpp",
diff --git a/arm_compute/runtime/CL/functions/CLPixelWiseMultiplication.h b/arm_compute/runtime/CL/functions/CLPixelWiseMultiplication.h
index b48f6eb6cc..9f70b05a35 100644
--- a/arm_compute/runtime/CL/functions/CLPixelWiseMultiplication.h
+++ b/arm_compute/runtime/CL/functions/CLPixelWiseMultiplication.h
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2016-2020 Arm Limited.
+ * Copyright (c) 2016-2021 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -31,121 +31,10 @@ namespace arm_compute
{
// Forward declaration
class CLCompileContext;
-class CLFillBorderKernel;
class ICLTensor;
class ITensorInfo;
-namespace experimental
-{
-/** Basic function to run @ref CLPixelWiseMultiplicationKernel. */
-class CLPixelWiseMultiplication : public ICLOperator
-{
-public:
- /** Default Constructor */
- CLPixelWiseMultiplication();
- /** Initialise the kernel's inputs, output and convertion policy.
- *
- * Valid configurations (Input1,Input2) -> Output :
- *
- * - (U8,U8) -> U8
- * - (U8,U8) -> S16
- * - (U8,S16) -> S16
- * - (S16,U8) -> S16
- * - (S16,S16) -> S16
- * - (F16,F16) -> F16
- * - (F32,F32) -> F32
- * - (QASYMM8,QASYMM8) -> QASYMM8
- * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED
- * - (QSYMM16,QSYMM16) -> QSYMM16
- * - (QSYMM16,QSYMM16) -> S32
- *
- * @param[in] compile_context The compile context to be used.
- * @param[in, out] input1 An input tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0.
- * @param[in, out] input2 An input tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0.
- * @param[out] output The output tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[in] scale Scale to apply after multiplication.
- * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15.
- * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate
- * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even.
- * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
- */
- void configure(const CLCompileContext &compile_context, ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, float scale,
- ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo());
- /** Static function to check if given info will lead to a valid configuration of @ref CLPixelWiseMultiplication
- *
- * Valid configurations (Input1,Input2) -> Output :
- *
- * - (U8,U8) -> U8
- * - (U8,U8) -> S16
- * - (U8,S16) -> S16
- * - (S16,U8) -> S16
- * - (S16,S16) -> S16
- * - (F16,F16) -> F16
- * - (F32,F32) -> F32
- * - (QASYMM8,QASYMM8) -> QASYMM8
- * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED
- * - (QSYMM16,QSYMM16) -> QSYMM16
- * - (QSYMM16,QSYMM16) -> S32
- *
- *
- * @param[in] input1 An input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[in] input2 An input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[in] output The output tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[in] scale Scale to apply after multiplication.
- * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15.
- * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate
- * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even.
- * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
- *
- * @return a status
- */
- static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, float scale,
- ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo());
-
- // Inherited methods overridden:
- void run(ITensorPack &tensors) override;
-
-private:
- std::unique_ptr<CLFillBorderKernel> _border_handler;
-};
-
-/** Basic function to run @ref CLComplexPixelWiseMultiplicationKernel. */
-class CLComplexPixelWiseMultiplication : public ICLOperator
-{
-public:
- /** Default Constructor */
- CLComplexPixelWiseMultiplication();
- /** Initialise the kernel's inputs, output.
- *
- * @param[in] compile_context The compile context to be used.
- * @param[in, out] input1 An input tensor. Data types supported: F16/F32. Number of channels supported: 2.
- * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0.
- * @param[in, out] input2 An input tensor. Data types supported: same as @p input1. Number of channels supported: same as @p input1.
- * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0.
- * @param[out] output The output tensor, Data types supported: same as @p input1. Number of channels supported: same as @p input1.
- * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
- */
- void configure(const CLCompileContext &compile_context, ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, const ActivationLayerInfo &act_info = ActivationLayerInfo());
- /** Static function to check if given info will lead to a valid configuration of @ref CLComplexPixelWiseMultiplication
- *
- * @param[in] input1 An input tensor info. Data types supported: F16/F32. Number of channels supported: 2.
- * @param[in] input2 An input tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1.
- * @param[in] output The output tensor info, Data types supported: same as @p input1. Number of channels supported: same as @p input1.
- * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
- */
- static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, const ActivationLayerInfo &act_info = ActivationLayerInfo());
-
- // Inherited methods overridden:
- void run(ITensorPack &tensors) override;
-
-private:
- std::unique_ptr<CLFillBorderKernel> _border_handler;
-};
-} // namespace experimental
-
-/** Basic function to run @ref CLPixelWiseMultiplicationKernel. */
+/** Basic function to run @ref opencl::ClPixelWiseMultiplication. */
class CLPixelWiseMultiplication : public IFunction
{
public:
@@ -259,7 +148,7 @@ private:
std::unique_ptr<Impl> _impl;
};
-/** Basic function to run @ref CLComplexPixelWiseMultiplicationKernel. */
+/** Basic function to run @ref opencl::ClComplexPixelWiseMultiplication. */
class CLComplexPixelWiseMultiplication : public IFunction
{
public:
diff --git a/docs/00_introduction.dox b/docs/00_introduction.dox
index af840ec2b8..67702c2185 100644
--- a/docs/00_introduction.dox
+++ b/docs/00_introduction.dox
@@ -874,7 +874,7 @@ v19.05 Public major release
- @ref NEFFT2D
- @ref NEFFTConvolutionLayer
- New OpenCL kernels / functions:
- - @ref CLComplexPixelWiseMultiplicationKernel / @ref CLComplexPixelWiseMultiplication
+ - CLComplexPixelWiseMultiplicationKernel / @ref CLComplexPixelWiseMultiplication
- CLCropKernel / @ref CLCropResize
- @ref CLDeconvolutionReshapeOutputKernel
- @ref CLFFTDigitReverseKernel
@@ -1062,7 +1062,7 @@ v18.11 Public major release
- Added QASYMM8 support to the following kernels:
- CLScaleKernel
- NEDepthwiseConvolutionLayer3x3Kernel
- - @ref CLPixelWiseMultiplicationKernel
+ - CLPixelWiseMultiplicationKernel
- Added FP16 support to the following kernels:
- @ref CLDepthwiseConvolutionLayer3x3NHWCKernel
- NEDepthwiseConvolutionLayer3x3Kernel
diff --git a/src/core/CL/CLKernels.h b/src/core/CL/CLKernels.h
index 22fc3e10c4..0ec573c1a6 100644
--- a/src/core/CL/CLKernels.h
+++ b/src/core/CL/CLKernels.h
@@ -75,7 +75,6 @@
#include "src/core/CL/kernels/CLNormalizationLayerKernel.h"
#include "src/core/CL/kernels/CLNormalizePlanarYUVLayerKernel.h"
#include "src/core/CL/kernels/CLPadLayerKernel.h"
-#include "src/core/CL/kernels/CLPixelWiseMultiplicationKernel.h"
#include "src/core/CL/kernels/CLPriorBoxLayerKernel.h"
#include "src/core/CL/kernels/CLQLSTMLayerNormalizationKernel.h"
#include "src/core/CL/kernels/CLROIAlignLayerKernel.h"
diff --git a/src/core/CL/kernels/CLPixelWiseMultiplicationKernel.h b/src/core/CL/kernels/CLPixelWiseMultiplicationKernel.h
deleted file mode 100644
index 74102fd397..0000000000
--- a/src/core/CL/kernels/CLPixelWiseMultiplicationKernel.h
+++ /dev/null
@@ -1,196 +0,0 @@
-/*
- * Copyright (c) 2016-2020 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_CLPIXELWISEMULTIPLICATIONKERNEL_H
-#define ARM_COMPUTE_CLPIXELWISEMULTIPLICATIONKERNEL_H
-
-#include "arm_compute/core/Types.h"
-#include "src/core/CL/ICLKernel.h"
-
-namespace arm_compute
-{
-// Forward declarations
-class ICLTensor;
-
-/** Interface for the pixelwise multiplication kernel. */
-class CLPixelWiseMultiplicationKernel : public ICLKernel
-{
-public:
- /** Default constructor.*/
- CLPixelWiseMultiplicationKernel();
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CLPixelWiseMultiplicationKernel(const CLPixelWiseMultiplicationKernel &) = delete;
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CLPixelWiseMultiplicationKernel &operator=(const CLPixelWiseMultiplicationKernel &) = delete;
- /** Allow instances of this class to be moved */
- CLPixelWiseMultiplicationKernel(CLPixelWiseMultiplicationKernel &&) = default;
- /** Allow instances of this class to be moved */
- CLPixelWiseMultiplicationKernel &operator=(CLPixelWiseMultiplicationKernel &&) = default;
- /** Initialise the kernel's input, output and border mode.
- *
- * Valid configurations (Input1,Input2) -> Output :
- *
- * - (U8,U8) -> U8
- * - (U8,U8) -> S16
- * - (U8,S16) -> S16
- * - (S16,U8) -> S16
- * - (S16,S16) -> S16
- * - (F16,F16) -> F16
- * - (F32,F32) -> F32
- * - (QASYMM8,QASYMM8) -> QASYMM8
- * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED
- * - (QSYMM16,QSYMM16) -> QSYMM16
- * - (QSYMM16,QSYMM16) -> S32
- *
- * @param[in] input1 An input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[in] input2 An input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[out] output The output tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[in] scale Scale to apply after multiplication.
- * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15.
- * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate
- * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even.
- * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
- */
- void configure(ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, float scale,
- ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo());
- /** Initialise the kernel's input, output and border mode.
- *
- * Valid configurations (Input1,Input2) -> Output :
- *
- * - (U8,U8) -> U8
- * - (U8,U8) -> S16
- * - (U8,S16) -> S16
- * - (S16,U8) -> S16
- * - (S16,S16) -> S16
- * - (F16,F16) -> F16
- * - (F32,F32) -> F32
- * - (QASYMM8,QASYMM8) -> QASYMM8
- * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED
- * - (QSYMM16,QSYMM16) -> QSYMM16
- * - (QSYMM16,QSYMM16) -> S32
- *
- * @param[in] compile_context The compile context to be used.
- * @param[in] input1 An input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[in] input2 An input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[out] output The output tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[in] scale Scale to apply after multiplication.
- * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15.
- * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate
- * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even.
- * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
- */
- void configure(const CLCompileContext &compile_context, ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, float scale,
- ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo());
- /** Static function to check if given info will lead to a valid configuration of @ref CLPixelWiseMultiplicationKernel
- *
- * Valid configurations (Input1,Input2) -> Output :
- *
- * - (U8,U8) -> U8
- * - (U8,U8) -> S16
- * - (U8,S16) -> S16
- * - (S16,U8) -> S16
- * - (S16,S16) -> S16
- * - (F16,F16) -> F16
- * - (F32,F32) -> F32
- * - (QASYMM8,QASYMM8) -> QASYMM8
- * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED
- * - (QSYMM16,QSYMM16) -> QSYMM16
- * - (QSYMM16,QSYMM16) -> S32
- *
- * @param[in] input1 An input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[in] input2 An input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[in] output The output tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
- * @param[in] scale Scale to apply after multiplication.
- * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15.
- * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate
- * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even.
- * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
- *
- * @return a status
- */
- static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, float scale,
- ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo());
-
- // Inherited methods overridden:
- void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override;
- BorderSize border_size() const override;
-
-private:
- const ITensorInfo *_input1;
- const ITensorInfo *_input2;
- ITensorInfo *_output;
-};
-
-/** Interface for the complex pixelwise multiplication kernel. */
-class CLComplexPixelWiseMultiplicationKernel : public ICLKernel
-{
-public:
- /** Default constructor.*/
- CLComplexPixelWiseMultiplicationKernel();
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CLComplexPixelWiseMultiplicationKernel(const CLComplexPixelWiseMultiplicationKernel &) = delete;
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CLComplexPixelWiseMultiplicationKernel &operator=(const CLComplexPixelWiseMultiplicationKernel &) = delete;
- /** Allow instances of this class to be moved */
- CLComplexPixelWiseMultiplicationKernel(CLComplexPixelWiseMultiplicationKernel &&) = default;
- /** Allow instances of this class to be moved */
- CLComplexPixelWiseMultiplicationKernel &operator=(CLComplexPixelWiseMultiplicationKernel &&) = default;
- /** Initialise the kernel's input, output and border mode.
- *
- * @param[in] input1 An input tensor info. Data types supported: F16/F32. Number of channels supported: 2.
- * @param[in] input2 An input tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1.
- * @param[out] output The output tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1.
- * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
- */
- void configure(ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, const ActivationLayerInfo &act_info = ActivationLayerInfo());
- /** Initialise the kernel's input, output and border mode.
- *
- * @param[in] compile_context The compile context to be used.
- * @param[in] input1 An input tensor info. Data types supported: F32. Number of channels supported: 2.
- * @param[in] input2 An input tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1.
- * @param[out] output The output tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1.
- * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
- */
- void configure(const CLCompileContext &compile_context, ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, const ActivationLayerInfo &act_info = ActivationLayerInfo());
- /** Static function to check if given info will lead to a valid configuration of @ref CLComplexPixelWiseMultiplicationKernel
- *
- * @param[in] input1 An input tensor info. Data types supported: F32. Number of channels supported: 2.
- * @param[in] input2 An input tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1.
- * @param[in] output The output tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1.
- * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
- *
- * @return a status
- */
- static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, const ActivationLayerInfo &act_info = ActivationLayerInfo());
-
- // Inherited methods overridden:
- void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override;
- BorderSize border_size() const override;
-
-private:
- const ITensorInfo *_input1;
- const ITensorInfo *_input2;
- ITensorInfo *_output;
-};
-} // namespace arm_compute
-#endif /*ARM_COMPUTE_CLPIXELWISEMULTIPLICATIONKERNEL_H */
diff --git a/src/core/CL/kernels/CLPixelWiseMultiplicationKernel.cpp b/src/core/gpu/cl/kernels/ClPixelWiseMultiplicationKernel.cpp
index c68c526ec9..f5303379be 100644
--- a/src/core/CL/kernels/CLPixelWiseMultiplicationKernel.cpp
+++ b/src/core/gpu/cl/kernels/ClPixelWiseMultiplicationKernel.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2016-2020 Arm Limited.
+ * Copyright (c) 2016-2021 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -21,7 +21,7 @@
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
-#include "src/core/CL/kernels/CLPixelWiseMultiplicationKernel.h"
+#include "src/core/gpu/cl/kernels/ClPixelWiseMultiplicationKernel.h"
#include "arm_compute/core/CL/CLHelpers.h"
#include "arm_compute/core/CL/CLKernelLibrary.h"
@@ -36,98 +36,102 @@
namespace arm_compute
{
+namespace opencl
+{
+namespace kernels
+{
namespace
{
constexpr unsigned int num_elems_processed_per_iteration = 16;
-Status validate_arguments(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, float scale,
+Status validate_arguments(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, float scale,
ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info)
{
ARM_COMPUTE_UNUSED(overflow_policy);
ARM_COMPUTE_UNUSED(rounding_policy);
- ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input1, input2, output);
- ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(input1);
- ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input1,
+ ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src1, src2, dst);
+ ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(src1);
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(src1,
1,
DataType::U8, DataType::QASYMM8, DataType::QASYMM8_SIGNED,
DataType::S16, DataType::QSYMM16, DataType::F16,
DataType::F32);
- ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input2,
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(src2,
1,
DataType::U8, DataType::QASYMM8, DataType::QASYMM8_SIGNED,
DataType::S16, DataType::QSYMM16, DataType::F16,
DataType::F32);
ARM_COMPUTE_RETURN_ERROR_ON_MSG(scale < 0, "Scale cannot be negative.");
- ARM_COMPUTE_RETURN_ERROR_ON(act_info.enabled() && !is_data_type_float(output->data_type()));
+ ARM_COMPUTE_RETURN_ERROR_ON(act_info.enabled() && !is_data_type_float(dst->data_type()));
- const TensorShape &out_shape = TensorShape::broadcast_shape(input1->tensor_shape(), input2->tensor_shape());
+ const TensorShape &out_shape = TensorShape::broadcast_shape(src1->tensor_shape(), src2->tensor_shape());
ARM_COMPUTE_RETURN_ERROR_ON_MSG(out_shape.total_size() == 0, "Inputs are not broadcast compatible");
- // Validate in case of configured output
- if(output->total_size() > 0)
+ // Validate in case of configured dst
+ if(dst->total_size() > 0)
{
- ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output,
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(dst,
1,
DataType::U8, DataType::QASYMM8, DataType::QASYMM8_SIGNED,
DataType::S16, DataType::QSYMM16, DataType::F16,
DataType::S32, DataType::F32);
- ARM_COMPUTE_RETURN_ERROR_ON_MSG(output->data_type() == DataType::U8 && (input1->data_type() != DataType::U8 || input2->data_type() != DataType::U8),
- "Output can only be U8 if both inputs are U8");
- ARM_COMPUTE_RETURN_ERROR_ON_MSG(output->data_type() == DataType::QASYMM8 && (input1->data_type() != DataType::QASYMM8 || input2->data_type() != DataType::QASYMM8),
- "Output can only be QASYMM8 if both inputs are QASYMM8");
- ARM_COMPUTE_RETURN_ERROR_ON_MSG(output->data_type() == DataType::QASYMM8_SIGNED && (input1->data_type() != DataType::QASYMM8_SIGNED || input2->data_type() != DataType::QASYMM8_SIGNED),
- "Output can only be QASYMM8_SIGNED if both inputs are QASYMM8_SIGNED");
- ARM_COMPUTE_RETURN_ERROR_ON_MSG(output->data_type() == DataType::QSYMM16 && (input1->data_type() != DataType::QSYMM16 || input2->data_type() != DataType::QSYMM16),
- "Output can only be QSYMM16 if both inputs are QSYMM16");
- ARM_COMPUTE_RETURN_ERROR_ON_MSG(output->data_type() == DataType::S32 && (input1->data_type() != DataType::QSYMM16 || input2->data_type() != DataType::QSYMM16),
- "Output can only be S32 if both inputs are QSYMM16");
- ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, output->tensor_shape(), 0), "Wrong shape for output");
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(dst->data_type() == DataType::U8 && (src1->data_type() != DataType::U8 || src2->data_type() != DataType::U8),
+ "Dst can only be U8 if both src are U8");
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(dst->data_type() == DataType::QASYMM8 && (src1->data_type() != DataType::QASYMM8 || src2->data_type() != DataType::QASYMM8),
+ "Dst can only be QASYMM8 if both src are QASYMM8");
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(dst->data_type() == DataType::QASYMM8_SIGNED && (src1->data_type() != DataType::QASYMM8_SIGNED || src2->data_type() != DataType::QASYMM8_SIGNED),
+ "Dst can only be QASYMM8_SIGNED if both src are QASYMM8_SIGNED");
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(dst->data_type() == DataType::QSYMM16 && (src1->data_type() != DataType::QSYMM16 || src2->data_type() != DataType::QSYMM16),
+ "Dst can only be QSYMM16 if both src are QSYMM16");
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(dst->data_type() == DataType::S32 && (src1->data_type() != DataType::QSYMM16 || src2->data_type() != DataType::QSYMM16),
+ "Dst can only be S32 if both src are QSYMM16");
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, dst->tensor_shape(), 0), "Wrong shape for dst");
}
return Status{};
}
-std::pair<Status, Window> validate_and_configure_window(ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output)
+std::pair<Status, Window> validate_and_configure_window(ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst)
{
- const std::pair<TensorShape, ValidRegion> broadcast_pair = ITensorInfo::broadcast_shape_and_valid_region(*input1, *input2);
+ const std::pair<TensorShape, ValidRegion> broadcast_pair = ITensorInfo::broadcast_shape_and_valid_region(*src1, *src2);
const TensorShape &out_shape = broadcast_pair.first;
const ValidRegion &valid_region = broadcast_pair.second;
- // Auto initialize output if not initialized
+ // Auto initialize dst if not initialized
{
- set_shape_if_empty(*output, out_shape);
+ set_shape_if_empty(*dst, out_shape);
- if(input1->data_type() == DataType::S16 || input2->data_type() == DataType::S16)
+ if(src1->data_type() == DataType::S16 || src2->data_type() == DataType::S16)
{
- set_format_if_unknown(*output, Format::S16);
+ set_format_if_unknown(*dst, Format::S16);
}
- else if(input1->data_type() == DataType::F32 || input2->data_type() == DataType::F32)
+ else if(src1->data_type() == DataType::F32 || src2->data_type() == DataType::F32)
{
- set_format_if_unknown(*output, Format::F32);
+ set_format_if_unknown(*dst, Format::F32);
}
- else if(input1->data_type() == DataType::QASYMM8)
+ else if(src1->data_type() == DataType::QASYMM8)
{
- set_data_type_if_unknown(*output, DataType::QASYMM8);
+ set_data_type_if_unknown(*dst, DataType::QASYMM8);
}
- else if(input1->data_type() == DataType::QASYMM8_SIGNED)
+ else if(src1->data_type() == DataType::QASYMM8_SIGNED)
{
- set_data_type_if_unknown(*output, DataType::QASYMM8_SIGNED);
+ set_data_type_if_unknown(*dst, DataType::QASYMM8_SIGNED);
}
- else if(input1->data_type() == DataType::QSYMM16)
+ else if(src1->data_type() == DataType::QSYMM16)
{
- set_data_type_if_unknown(*output, DataType::QSYMM16);
+ set_data_type_if_unknown(*dst, DataType::QSYMM16);
}
}
Window win = calculate_max_window(valid_region, Steps(num_elems_processed_per_iteration));
- Window win_input1 = win.broadcast_if_dimension_le_one(*input1);
- Window win_input2 = win.broadcast_if_dimension_le_one(*input2);
+ Window win_input1 = win.broadcast_if_dimension_le_one(*src1);
+ Window win_input2 = win.broadcast_if_dimension_le_one(*src2);
- AccessWindowHorizontal input1_access(input1, 0, num_elems_processed_per_iteration);
- AccessWindowHorizontal input2_access(input2, 0, num_elems_processed_per_iteration);
- AccessWindowHorizontal output_access(output, 0, num_elems_processed_per_iteration);
+ AccessWindowHorizontal input1_access(src1, 0, num_elems_processed_per_iteration);
+ AccessWindowHorizontal input2_access(src2, 0, num_elems_processed_per_iteration);
+ AccessWindowHorizontal output_access(dst, 0, num_elems_processed_per_iteration);
bool window_changed = update_window_and_padding(win_input1, input1_access)
|| update_window_and_padding(win_input2, input2_access)
@@ -138,34 +142,30 @@ std::pair<Status, Window> validate_and_configure_window(ITensorInfo *input1, ITe
Status err = (window_changed) ? ARM_COMPUTE_CREATE_ERROR(ErrorCode::RUNTIME_ERROR, "Insufficient Padding!") : Status{};
return std::make_pair(err, win);
}
-} // namespace
-CLPixelWiseMultiplicationKernel::CLPixelWiseMultiplicationKernel()
- : _input1(nullptr), _input2(nullptr), _output(nullptr)
+BorderSize calc_border_size(ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst)
{
-}
+ const unsigned int replicateSize = dst->dimension(0) - std::min(src1->dimension(0), src2->dimension(0));
+ const unsigned int border = std::min<unsigned int>(num_elems_processed_per_iteration - 1U, replicateSize);
-void CLPixelWiseMultiplicationKernel::configure(ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, float scale,
- ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info)
-{
- configure(CLKernelLibrary::get().get_compile_context(), input1, input2, output, scale, overflow_policy, rounding_policy, act_info);
+ return BorderSize{ 0, border, 0, 0 };
}
+} // namespace
-void CLPixelWiseMultiplicationKernel::configure(const CLCompileContext &compile_context, ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, float scale,
+void ClPixelWiseMultiplicationKernel::configure(const CLCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, float scale,
ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info)
{
- ARM_COMPUTE_ERROR_ON_NULLPTR(input1, input2, output);
- ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input1, input2, output,
+ ARM_COMPUTE_ERROR_ON_NULLPTR(src1, src2, dst);
+ ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src1, src2, dst,
scale, overflow_policy, rounding_policy, act_info));
+ // Calculate border size
+ _border_size = calc_border_size(src1, src2, dst);
+
// Configure kernel window
- auto win_config = validate_and_configure_window(input1, input2, output);
+ auto win_config = validate_and_configure_window(src1, src2, dst);
ARM_COMPUTE_ERROR_THROW_ON(win_config.first);
- _input1 = input1;
- _input2 = input2;
- _output = output;
-
int scale_int = -1;
// Extract sign, exponent and mantissa
int exponent = 0;
@@ -181,15 +181,15 @@ void CLPixelWiseMultiplicationKernel::configure(const CLCompileContext &compile_
}
std::string acc_type;
- // Check if it has float inputs and output
- if(is_data_type_float(input1->data_type()) || is_data_type_float(input2->data_type()))
+ // Check if it has float src and dst
+ if(is_data_type_float(src1->data_type()) || is_data_type_float(src2->data_type()))
{
scale_int = -1;
- acc_type = (input1->data_type() == DataType::F32 || input2->data_type() == DataType::F32) ? "float" : "half";
+ acc_type = (src1->data_type() == DataType::F32 || src2->data_type() == DataType::F32) ? "float" : "half";
}
else
{
- if(input1->element_size() == 2 || input2->element_size() == 2)
+ if(src1->element_size() == 2 || src2->element_size() == 2)
{
// Use 32-bit accumulator for 16-bit input
acc_type = "int";
@@ -201,26 +201,26 @@ void CLPixelWiseMultiplicationKernel::configure(const CLCompileContext &compile_
}
}
- const bool is_quantized = is_data_type_quantized(input1->data_type());
+ const bool is_quantized = is_data_type_quantized(src1->data_type());
// Set kernel build options
std::string kernel_name = "pixelwise_mul";
CLBuildOptions build_opts;
- build_opts.add_option("-DDATA_TYPE_IN1=" + get_cl_type_from_data_type(input1->data_type()));
- build_opts.add_option("-DDATA_TYPE_IN2=" + get_cl_type_from_data_type(input2->data_type()));
- build_opts.add_option("-DDATA_TYPE_OUT=" + get_cl_type_from_data_type(output->data_type()));
+ build_opts.add_option("-DDATA_TYPE_IN1=" + get_cl_type_from_data_type(src1->data_type()));
+ build_opts.add_option("-DDATA_TYPE_IN2=" + get_cl_type_from_data_type(src2->data_type()));
+ build_opts.add_option("-DDATA_TYPE_OUT=" + get_cl_type_from_data_type(dst->data_type()));
build_opts.add_option("-DVEC_SIZE=" + support::cpp11::to_string(num_elems_processed_per_iteration));
- if(is_quantized && (output->data_type() != DataType::S32))
+ if(is_quantized && (dst->data_type() != DataType::S32))
{
- const UniformQuantizationInfo iq1_info = input1->quantization_info().uniform();
- const UniformQuantizationInfo iq2_info = input2->quantization_info().uniform();
- const UniformQuantizationInfo oq_info = output->quantization_info().uniform();
+ const UniformQuantizationInfo iq1_info = src1->quantization_info().uniform();
+ const UniformQuantizationInfo iq2_info = src2->quantization_info().uniform();
+ const UniformQuantizationInfo oq_info = dst->quantization_info().uniform();
- build_opts.add_option_if(is_data_type_quantized_asymmetric(input1->data_type()),
+ build_opts.add_option_if(is_data_type_quantized_asymmetric(src1->data_type()),
"-DOFFSET_IN1=" + support::cpp11::to_string(iq1_info.offset));
- build_opts.add_option_if(is_data_type_quantized_asymmetric(input2->data_type()),
+ build_opts.add_option_if(is_data_type_quantized_asymmetric(src2->data_type()),
"-DOFFSET_IN2=" + support::cpp11::to_string(iq2_info.offset));
- build_opts.add_option_if(is_data_type_quantized_asymmetric(output->data_type()),
+ build_opts.add_option_if(is_data_type_quantized_asymmetric(dst->data_type()),
"-DOFFSET_OUT=" + support::cpp11::to_string(oq_info.offset));
build_opts.add_option("-DSCALE_IN1=" + float_to_string_with_full_precision(iq1_info.scale));
build_opts.add_option("-DSCALE_IN2=" + float_to_string_with_full_precision(iq2_info.scale));
@@ -230,7 +230,7 @@ void CLPixelWiseMultiplicationKernel::configure(const CLCompileContext &compile_
else
{
kernel_name += (scale_int >= 0) ? "_int" : "_float";
- build_opts.add_option_if_else(overflow_policy == ConvertPolicy::WRAP || is_data_type_float(output->data_type()), "-DWRAP", "-DSATURATE");
+ build_opts.add_option_if_else(overflow_policy == ConvertPolicy::WRAP || is_data_type_float(dst->data_type()), "-DWRAP", "-DSATURATE");
build_opts.add_option_if_else(rounding_policy == RoundingPolicy::TO_ZERO, "-DROUND=_rtz", "-DROUND=_rte");
build_opts.add_option("-DACC_DATA_TYPE=" + acc_type);
if(act_info.enabled())
@@ -245,7 +245,7 @@ void CLPixelWiseMultiplicationKernel::configure(const CLCompileContext &compile_
_kernel = create_kernel(compile_context, kernel_name, build_opts.options());
// Set scale argument
- unsigned int idx = 3 * num_arguments_per_3D_tensor(); // Skip the inputs and output parameters
+ unsigned int idx = 3 * num_arguments_per_3D_tensor(); // Skip the src and dst parameters
if(scale_int >= 0 && !is_quantized)
{
@@ -259,17 +259,17 @@ void CLPixelWiseMultiplicationKernel::configure(const CLCompileContext &compile_
ICLKernel::configure_internal(win_config.second);
}
-Status CLPixelWiseMultiplicationKernel::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, float scale,
+Status ClPixelWiseMultiplicationKernel::validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, float scale,
ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info)
{
- ARM_COMPUTE_ERROR_ON_NULLPTR(input1, input2, output);
- ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input1, input2, output, scale, overflow_policy, rounding_policy, act_info));
- ARM_COMPUTE_RETURN_ON_ERROR(validate_and_configure_window(input1->clone().get(), input2->clone().get(), output->clone().get()).first);
+ ARM_COMPUTE_ERROR_ON_NULLPTR(src1, src2, dst);
+ ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(src1, src2, dst, scale, overflow_policy, rounding_policy, act_info));
+ ARM_COMPUTE_RETURN_ON_ERROR(validate_and_configure_window(src1->clone().get(), src2->clone().get(), dst->clone().get()).first);
return Status{};
}
-void CLPixelWiseMultiplicationKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue)
+void ClPixelWiseMultiplicationKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue)
{
ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this);
ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window);
@@ -316,56 +316,54 @@ void CLPixelWiseMultiplicationKernel::run_op(ITensorPack &tensors, const Window
while(collapsed.slide_window_slice_3D(slice));
}
-BorderSize CLPixelWiseMultiplicationKernel::border_size() const
+BorderSize ClPixelWiseMultiplicationKernel::border_size() const
{
- const unsigned int replicateSize = _output->dimension(0) - std::min(_input1->dimension(0), _input2->dimension(0));
- const unsigned int border = std::min<unsigned int>(num_elems_processed_per_iteration - 1U, replicateSize);
- return BorderSize{ 0, border, 0, 0 };
+ return _border_size;
}
namespace
{
constexpr unsigned int num_elems_processed_per_iteration_complex = 1;
-Status validate_arguments_complex(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, const ActivationLayerInfo &act_info)
+Status validate_arguments_complex(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const ActivationLayerInfo &act_info)
{
- ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input1, 2, DataType::F16, DataType::F32);
- ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input2, 2, DataType::F16, DataType::F32);
- ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input1, input2);
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(src1, 2, DataType::F16, DataType::F32);
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(src2, 2, DataType::F16, DataType::F32);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src1, src2);
- const TensorShape &out_shape = TensorShape::broadcast_shape(input1->tensor_shape(), input2->tensor_shape());
+ const TensorShape &out_shape = TensorShape::broadcast_shape(src1->tensor_shape(), src2->tensor_shape());
ARM_COMPUTE_RETURN_ERROR_ON_MSG(out_shape.total_size() == 0, "Inputs are not broadcast compatible");
- ARM_COMPUTE_RETURN_ERROR_ON(act_info.enabled() && !is_data_type_float(output->data_type()));
+ ARM_COMPUTE_RETURN_ERROR_ON(act_info.enabled() && !is_data_type_float(dst->data_type()));
- // Validate in case of configured output
- if(output->total_size() > 0)
+ // Validate in case of configured dst
+ if(dst->total_size() > 0)
{
- ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 2, DataType::F16, DataType::F32);
- ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input1, output);
- ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, output->tensor_shape(), 0), "Wrong shape for output");
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(dst, 2, DataType::F16, DataType::F32);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src1, dst);
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, dst->tensor_shape(), 0), "Wrong shape for dst");
}
return Status{};
}
-std::pair<Status, Window> validate_and_configure_window_complex(ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output)
+std::pair<Status, Window> validate_and_configure_window_complex(ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst)
{
- const std::pair<TensorShape, ValidRegion> broadcast_pair = ITensorInfo::broadcast_shape_and_valid_region(*input1, *input2);
+ const std::pair<TensorShape, ValidRegion> broadcast_pair = ITensorInfo::broadcast_shape_and_valid_region(*src1, *src2);
const TensorShape &out_shape = broadcast_pair.first;
const ValidRegion &valid_region = broadcast_pair.second;
- // Auto initialize output if not initialized
- const TensorInfo out_info(out_shape, input1->num_channels(), input1->data_type());
- auto_init_if_empty(*output, out_info);
+ // Auto initialize dst if not initialized
+ const TensorInfo out_info(out_shape, src1->num_channels(), src1->data_type());
+ auto_init_if_empty(*dst, out_info);
Window win = calculate_max_window(valid_region, Steps(num_elems_processed_per_iteration_complex));
- Window win_input1 = win.broadcast_if_dimension_le_one(*input1);
- Window win_input2 = win.broadcast_if_dimension_le_one(*input2);
+ Window win_input1 = win.broadcast_if_dimension_le_one(*src1);
+ Window win_input2 = win.broadcast_if_dimension_le_one(*src2);
- AccessWindowHorizontal input1_access(input1, 0, num_elems_processed_per_iteration_complex);
- AccessWindowHorizontal input2_access(input2, 0, num_elems_processed_per_iteration_complex);
- AccessWindowHorizontal output_access(output, 0, num_elems_processed_per_iteration_complex);
+ AccessWindowHorizontal input1_access(src1, 0, num_elems_processed_per_iteration_complex);
+ AccessWindowHorizontal input2_access(src2, 0, num_elems_processed_per_iteration_complex);
+ AccessWindowHorizontal output_access(dst, 0, num_elems_processed_per_iteration_complex);
bool window_changed = update_window_and_padding(win_input1, input1_access)
|| update_window_and_padding(win_input2, input2_access)
@@ -378,31 +376,20 @@ std::pair<Status, Window> validate_and_configure_window_complex(ITensorInfo *inp
}
} // namespace
-CLComplexPixelWiseMultiplicationKernel::CLComplexPixelWiseMultiplicationKernel()
- : _input1(nullptr), _input2(nullptr), _output(nullptr)
-{
-}
-
-void CLComplexPixelWiseMultiplicationKernel::configure(ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, const ActivationLayerInfo &act_info)
+void ClComplexPixelWiseMultiplicationKernel::configure(const CLCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, const ActivationLayerInfo &act_info)
{
- configure(CLKernelLibrary::get().get_compile_context(), input1, input2, output, act_info);
-}
+ ARM_COMPUTE_ERROR_ON_NULLPTR(src1, src2, dst);
+ ARM_COMPUTE_ERROR_THROW_ON(validate_arguments_complex(src1, src2, dst, act_info));
-void CLComplexPixelWiseMultiplicationKernel::configure(const CLCompileContext &compile_context, ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, const ActivationLayerInfo &act_info)
-{
- ARM_COMPUTE_ERROR_ON_NULLPTR(input1, input2, output);
- ARM_COMPUTE_ERROR_THROW_ON(validate_arguments_complex(input1, input2, output, act_info));
+ // Calculate border size
+ _border_size = calc_border_size(src1, src2, dst);
// Configure kernel window
- auto win_config = validate_and_configure_window_complex(input1, input2, output);
+ auto win_config = validate_and_configure_window_complex(src1, src2, dst);
ARM_COMPUTE_ERROR_THROW_ON(win_config.first);
- _input1 = input1;
- _input2 = input2;
- _output = output;
-
CLBuildOptions build_opts;
- build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(_output->data_type()));
+ build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(dst->data_type()));
if(act_info.enabled())
{
build_opts.add_option("-DACTIVATION_TYPE=" + lower_string(string_from_activation_func(act_info.activation())));
@@ -416,16 +403,16 @@ void CLComplexPixelWiseMultiplicationKernel::configure(const CLCompileContext &c
ICLKernel::configure_internal(win_config.second);
}
-Status CLComplexPixelWiseMultiplicationKernel::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, const ActivationLayerInfo &act_info)
+Status ClComplexPixelWiseMultiplicationKernel::validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const ActivationLayerInfo &act_info)
{
- ARM_COMPUTE_ERROR_ON_NULLPTR(input1, input2, output);
- ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments_complex(input1, input2, output, act_info));
- ARM_COMPUTE_RETURN_ON_ERROR(validate_and_configure_window_complex(input1->clone().get(), input2->clone().get(), output->clone().get()).first);
+ ARM_COMPUTE_ERROR_ON_NULLPTR(src1, src2, dst);
+ ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments_complex(src1, src2, dst, act_info));
+ ARM_COMPUTE_RETURN_ON_ERROR(validate_and_configure_window_complex(src1->clone().get(), src2->clone().get(), dst->clone().get()).first);
return Status{};
}
-void CLComplexPixelWiseMultiplicationKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue)
+void ClComplexPixelWiseMultiplicationKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue)
{
ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this);
ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window);
@@ -472,10 +459,10 @@ void CLComplexPixelWiseMultiplicationKernel::run_op(ITensorPack &tensors, const
while(collapsed.slide_window_slice_3D(slice));
}
-BorderSize CLComplexPixelWiseMultiplicationKernel::border_size() const
+BorderSize ClComplexPixelWiseMultiplicationKernel::border_size() const
{
- const unsigned int replicateSize = _output->dimension(0) - std::min(_input1->dimension(0), _input2->dimension(0));
- const unsigned int border = std::min<unsigned int>(num_elems_processed_per_iteration_complex - 1U, replicateSize);
- return BorderSize{ 0, border, 0, 0 };
+ return _border_size;
}
+} // namespace kernels
+} // namespace opencl
} // namespace arm_compute
diff --git a/src/core/gpu/cl/kernels/ClPixelWiseMultiplicationKernel.h b/src/core/gpu/cl/kernels/ClPixelWiseMultiplicationKernel.h
new file mode 100644
index 0000000000..64b6aa1eda
--- /dev/null
+++ b/src/core/gpu/cl/kernels/ClPixelWiseMultiplicationKernel.h
@@ -0,0 +1,147 @@
+/*
+ * Copyright (c) 2016-2021 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_CLPIXELWISEMULTIPLICATIONKERNEL_H
+#define ARM_COMPUTE_CLPIXELWISEMULTIPLICATIONKERNEL_H
+
+#include "src/core/common/Macros.h"
+#include "src/core/gpu/cl/ClCompileContext.h"
+#include "src/core/gpu/cl/IClKernel.h"
+
+namespace arm_compute
+{
+namespace opencl
+{
+namespace kernels
+{
+/** Interface for the pixelwise multiplication kernel. */
+class ClPixelWiseMultiplicationKernel : public ICLKernel
+{
+public:
+ /** Default constructor */
+ ClPixelWiseMultiplicationKernel() = default;
+ ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClPixelWiseMultiplicationKernel);
+ /** Initialise the kernel's src, dst and border mode.
+ *
+ * Valid configurations (Input1,Input2) -> Output :
+ *
+ * - (U8,U8) -> U8
+ * - (U8,U8) -> S16
+ * - (U8,S16) -> S16
+ * - (S16,U8) -> S16
+ * - (S16,S16) -> S16
+ * - (F16,F16) -> F16
+ * - (F32,F32) -> F32
+ * - (QASYMM8,QASYMM8) -> QASYMM8
+ * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED
+ * - (QSYMM16,QSYMM16) -> QSYMM16
+ * - (QSYMM16,QSYMM16) -> S32
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] src1 An src tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
+ * @param[in] src2 An src tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
+ * @param[out] dst The dst tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
+ * @param[in] scale Scale to apply after multiplication.
+ * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15.
+ * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate
+ * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
+ */
+ void configure(const CLCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, float scale,
+ ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo());
+ /** Static function to check if given info will lead to a valid configuration of @ref ClPixelWiseMultiplicationKernel
+ *
+ * Valid configurations (Input1,Input2) -> Output :
+ *
+ * - (U8,U8) -> U8
+ * - (U8,U8) -> S16
+ * - (U8,S16) -> S16
+ * - (S16,U8) -> S16
+ * - (S16,S16) -> S16
+ * - (F16,F16) -> F16
+ * - (F32,F32) -> F32
+ * - (QASYMM8,QASYMM8) -> QASYMM8
+ * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED
+ * - (QSYMM16,QSYMM16) -> QSYMM16
+ * - (QSYMM16,QSYMM16) -> S32
+ *
+ * @param[in] src1 An src tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
+ * @param[in] src2 An src tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
+ * @param[in] dst The dst tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
+ * @param[in] scale Scale to apply after multiplication.
+ * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15.
+ * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate
+ * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
+ *
+ * @return a status
+ */
+ static Status validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, float scale,
+ ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo());
+
+ // Inherited methods overridden:
+ void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override;
+ BorderSize border_size() const override;
+
+public:
+ BorderSize _border_size{};
+};
+
+/** Interface for the complex pixelwise multiplication kernel. */
+class ClComplexPixelWiseMultiplicationKernel : public ICLKernel
+{
+public:
+ /** Default constructor */
+ ClComplexPixelWiseMultiplicationKernel() = default;
+ ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClComplexPixelWiseMultiplicationKernel);
+ /** Initialise the kernel's src, dst and border mode.
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] src1 An src tensor info. Data types supported: F32. Number of channels supported: 2.
+ * @param[in] src2 An src tensor info. Data types supported: same as @p src1. Number of channels supported: same as @p src1.
+ * @param[out] dst The dst tensor info. Data types supported: same as @p src1. Number of channels supported: same as @p src1.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
+ */
+ void configure(const CLCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo());
+ /** Static function to check if given info will lead to a valid configuration of @ref ClComplexPixelWiseMultiplicationKernel
+ *
+ * @param[in] src1 An src tensor info. Data types supported: F32. Number of channels supported: 2.
+ * @param[in] src2 An src tensor info. Data types supported: same as @p src1. Number of channels supported: same as @p src1.
+ * @param[in] dst The dst tensor info. Data types supported: same as @p src1. Number of channels supported: same as @p src1.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
+ *
+ * @return a status
+ */
+ static Status validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo());
+
+ // Inherited methods overridden:
+ void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override;
+ BorderSize border_size() const override;
+
+public:
+ BorderSize _border_size{};
+};
+} // namespace kernels
+} // namespace opencl
+} // namespace arm_compute
+#endif /*ARM_COMPUTE_CLPIXELWISEMULTIPLICATIONKERNEL_H */
diff --git a/src/runtime/CL/functions/CLPixelWiseMultiplication.cpp b/src/runtime/CL/functions/CLPixelWiseMultiplication.cpp
index a56018b397..5ebaf5d122 100644
--- a/src/runtime/CL/functions/CLPixelWiseMultiplication.cpp
+++ b/src/runtime/CL/functions/CLPixelWiseMultiplication.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2016-2020 Arm Limited.
+ * Copyright (c) 2016-2021 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -26,111 +26,18 @@
#include "arm_compute/core/CL/ICLTensor.h"
#include "arm_compute/runtime/CL/CLScheduler.h"
#include "src/core/CL/kernels/CLFillBorderKernel.h"
-#include "src/core/CL/kernels/CLPixelWiseMultiplicationKernel.h"
+#include "src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.h"
#include <utility>
namespace arm_compute
{
-namespace
-{
-ITensorPack select_border_input(ITensorPack &tensors)
-{
- ITensorPack pack;
- if(tensors.get_tensor(TensorType::ACL_DST)->info()->dimension(0) > 1)
- {
- if(tensors.get_const_tensor(TensorType::ACL_SRC_1)->info()->dimension(0) == 1)
- {
- pack.add_tensor(TensorType::ACL_SRC, tensors.get_const_tensor(TensorType::ACL_SRC_1));
- }
- else
- {
- pack.add_tensor(TensorType::ACL_SRC, tensors.get_const_tensor(TensorType::ACL_SRC_0));
- }
- }
- return pack;
-}
-} // namespace
-
-namespace experimental
-{
-CLPixelWiseMultiplication::CLPixelWiseMultiplication()
- : _border_handler(std::make_unique<CLFillBorderKernel>())
-{
-}
-
-void CLPixelWiseMultiplication::configure(const CLCompileContext &compile_context, ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, float scale,
- ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info)
-{
- auto k = std::make_unique<CLPixelWiseMultiplicationKernel>();
- k->configure(compile_context, input1, input2, output, scale, overflow_policy, rounding_policy, act_info);
- _kernel = std::move(k);
-
- if(output->dimension(0) > 1)
- {
- ITensorInfo *broadcasted_info = (input1->dimension(0) == 1) ? input1 : input2;
-
- if(broadcasted_info->dimension(0) == 1)
- {
- _border_handler->configure(compile_context, broadcasted_info, _kernel->border_size(), BorderMode::REPLICATE);
- }
- }
-}
-
-Status CLPixelWiseMultiplication::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, float scale,
- ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info)
-{
- return CLPixelWiseMultiplicationKernel::validate(input1, input2, output, scale, overflow_policy, rounding_policy, act_info);
-}
-
-void CLPixelWiseMultiplication::run(ITensorPack &tensors)
-{
- auto border_pack = select_border_input(tensors);
- CLScheduler::get().enqueue_op(*_border_handler, border_pack);
- ICLOperator::run(tensors);
-}
-
-CLComplexPixelWiseMultiplication::CLComplexPixelWiseMultiplication()
- : _border_handler(std::make_unique<CLFillBorderKernel>())
-{
-}
-
-void CLComplexPixelWiseMultiplication::configure(const CLCompileContext &compile_context, ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, const ActivationLayerInfo &act_info)
-{
- auto k = std::make_unique<CLComplexPixelWiseMultiplicationKernel>();
- k->configure(compile_context, input1, input2, output, act_info);
- _kernel = std::move(k);
-
- if(output->dimension(0) > 1)
- {
- ITensorInfo *broadcasted_info = (input1->dimension(0) == 1) ? input1 : input2;
-
- if(broadcasted_info->dimension(0) == 1)
- {
- _border_handler->configure(compile_context, broadcasted_info, _kernel->border_size(), BorderMode::REPLICATE);
- }
- }
-}
-
-Status CLComplexPixelWiseMultiplication::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, const ActivationLayerInfo &act_info)
-{
- return CLComplexPixelWiseMultiplicationKernel::validate(input1, input2, output, act_info);
-}
-
-void CLComplexPixelWiseMultiplication::run(ITensorPack &tensors)
-{
- auto border_pack = select_border_input(tensors);
- CLScheduler::get().enqueue_op(*_border_handler, border_pack);
- ICLOperator::run(tensors);
-}
-} // namespace experimental
-
struct CLPixelWiseMultiplication::Impl
{
- const ICLTensor *src_0{ nullptr };
- const ICLTensor *src_1{ nullptr };
- ICLTensor *dst{ nullptr };
- std::unique_ptr<experimental::CLPixelWiseMultiplication> op{ nullptr };
+ const ICLTensor *src_0{ nullptr };
+ const ICLTensor *src_1{ nullptr };
+ ICLTensor *dst{ nullptr };
+ std::unique_ptr<opencl::ClPixelWiseMultiplication> op{ nullptr };
};
CLPixelWiseMultiplication::CLPixelWiseMultiplication()
@@ -153,14 +60,14 @@ void CLPixelWiseMultiplication::configure(const CLCompileContext &compile_contex
_impl->src_0 = input1;
_impl->src_1 = input2;
_impl->dst = output;
- _impl->op = std::make_unique<experimental::CLPixelWiseMultiplication>();
+ _impl->op = std::make_unique<opencl::ClPixelWiseMultiplication>();
_impl->op->configure(compile_context, input1->info(), input2->info(), output->info(), scale, overflow_policy, rounding_policy, act_info);
}
Status CLPixelWiseMultiplication::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, float scale,
ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info)
{
- return experimental::CLPixelWiseMultiplication::validate(input1, input2, output, scale, overflow_policy, rounding_policy, act_info);
+ return opencl::ClPixelWiseMultiplication::validate(input1, input2, output, scale, overflow_policy, rounding_policy, act_info);
}
void CLPixelWiseMultiplication::run()
@@ -175,10 +82,10 @@ void CLPixelWiseMultiplication::run()
struct CLComplexPixelWiseMultiplication::Impl
{
- const ICLTensor *src_0{ nullptr };
- const ICLTensor *src_1{ nullptr };
- ICLTensor *dst{ nullptr };
- std::unique_ptr<experimental::CLComplexPixelWiseMultiplication> op{ nullptr };
+ const ICLTensor *src_0{ nullptr };
+ const ICLTensor *src_1{ nullptr };
+ ICLTensor *dst{ nullptr };
+ std::unique_ptr<opencl::ClComplexPixelWiseMultiplication> op{ nullptr };
};
CLComplexPixelWiseMultiplication::CLComplexPixelWiseMultiplication()
@@ -199,13 +106,13 @@ void CLComplexPixelWiseMultiplication::configure(const CLCompileContext &compile
_impl->src_0 = input1;
_impl->src_1 = input2;
_impl->dst = output;
- _impl->op = std::make_unique<experimental::CLComplexPixelWiseMultiplication>();
+ _impl->op = std::make_unique<opencl::ClComplexPixelWiseMultiplication>();
_impl->op->configure(compile_context, input1->info(), input2->info(), output->info(), act_info);
}
Status CLComplexPixelWiseMultiplication::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, const ActivationLayerInfo &act_info)
{
- return experimental::CLComplexPixelWiseMultiplication::validate(input1, input2, output, act_info);
+ return opencl::ClComplexPixelWiseMultiplication::validate(input1, input2, output, act_info);
}
void CLComplexPixelWiseMultiplication::run()
diff --git a/src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.cpp b/src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.cpp
new file mode 100644
index 0000000000..c4f11a4e29
--- /dev/null
+++ b/src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.cpp
@@ -0,0 +1,125 @@
+/*
+ * Copyright (c) 2021 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.
+ */
+#include "src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.h"
+
+#include "arm_compute/runtime/CL/CLScheduler.h"
+#include "src/core/CL/kernels/CLFillBorderKernel.h"
+#include "src/core/gpu/cl/ClCompileContext.h"
+#include "src/core/gpu/cl/kernels/ClPixelWiseMultiplicationKernel.h"
+
+namespace arm_compute
+{
+namespace opencl
+{
+namespace
+{
+ITensorPack select_border_input(ITensorPack &tensors)
+{
+ ITensorPack pack;
+ if(tensors.get_tensor(TensorType::ACL_DST)->info()->dimension(0) > 1)
+ {
+ if(tensors.get_const_tensor(TensorType::ACL_SRC_1)->info()->dimension(0) == 1)
+ {
+ pack.add_tensor(TensorType::ACL_SRC, tensors.get_const_tensor(TensorType::ACL_SRC_1));
+ }
+ else
+ {
+ pack.add_tensor(TensorType::ACL_SRC, tensors.get_const_tensor(TensorType::ACL_SRC_0));
+ }
+ }
+ return pack;
+}
+} // namespace
+
+void ClPixelWiseMultiplication::configure(const CLCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, float scale,
+ ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info)
+{
+ auto k = std::make_unique<kernels::ClPixelWiseMultiplicationKernel>();
+ k->configure(compile_context, src1, src2, dst, scale, overflow_policy, rounding_policy, act_info);
+ _kernel = std::move(k);
+
+ if(dst->dimension(0) > 1)
+ {
+ ITensorInfo *broadcasted_info = (src1->dimension(0) == 1) ? src1 : src2;
+
+ if(broadcasted_info->dimension(0) == 1)
+ {
+ auto b = std::make_unique<CLFillBorderKernel>();
+ b->configure(compile_context, broadcasted_info, _kernel->border_size(), BorderMode::REPLICATE);
+ _border_handler = std::move(b);
+ }
+ }
+}
+
+Status ClPixelWiseMultiplication::validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, float scale,
+ ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info)
+{
+ return kernels::ClPixelWiseMultiplicationKernel::validate(src1, src2, dst, scale, overflow_policy, rounding_policy, act_info);
+}
+
+void ClPixelWiseMultiplication::run(ITensorPack &tensors)
+{
+ if(_border_handler)
+ {
+ auto border_pack = select_border_input(tensors);
+ CLScheduler::get().enqueue_op(*_border_handler, border_pack);
+ }
+ ICLOperator::run(tensors);
+}
+
+void ClComplexPixelWiseMultiplication::configure(const CLCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, const ActivationLayerInfo &act_info)
+{
+ auto k = std::make_unique<kernels::ClComplexPixelWiseMultiplicationKernel>();
+ k->configure(compile_context, src1, src2, dst, act_info);
+ _kernel = std::move(k);
+
+ if(dst->dimension(0) > 1)
+ {
+ ITensorInfo *broadcasted_info = (src1->dimension(0) == 1) ? src1 : src2;
+
+ if(broadcasted_info->dimension(0) == 1)
+ {
+ auto b = std::make_unique<CLFillBorderKernel>();
+ b->configure(compile_context, broadcasted_info, _kernel->border_size(), BorderMode::REPLICATE);
+ _border_handler = std::move(b);
+ }
+ }
+}
+
+Status ClComplexPixelWiseMultiplication::validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const ActivationLayerInfo &act_info)
+{
+ return kernels::ClComplexPixelWiseMultiplicationKernel::validate(src1, src2, dst, act_info);
+}
+
+void ClComplexPixelWiseMultiplication::run(ITensorPack &tensors)
+{
+ if(_border_handler)
+ {
+ auto border_pack = select_border_input(tensors);
+ CLScheduler::get().enqueue_op(*_border_handler, border_pack);
+ }
+ ICLOperator::run(tensors);
+}
+} // namespace opencl
+} // namespace arm_compute \ No newline at end of file
diff --git a/src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.h b/src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.h
new file mode 100644
index 0000000000..e9b3e4a5ef
--- /dev/null
+++ b/src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.h
@@ -0,0 +1,144 @@
+/*
+ * Copyright (c) 2021 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_CL_PIXELWISE_MULTIPLICATION_H
+#define ARM_COMPUTE_CL_PIXELWISE_MULTIPLICATION_H
+
+#include "src/core/gpu/cl/ClCompileContext.h"
+#include "src/runtime/gpu/cl/IClOperator.h"
+
+#include <memory>
+
+namespace arm_compute
+{
+namespace opencl
+{
+/** Basic function to run @ref opencl::ClPixelWiseMultiplication. */
+class ClPixelWiseMultiplication : public IClOperator
+{
+public:
+ /** Default Constructor */
+ ClPixelWiseMultiplication() = default;
+ /** Initialise the kernel's sources, dst and convertion policy.
+ *
+ * Valid configurations (src1,src2) -> Output :
+ *
+ * - (U8,U8) -> U8
+ * - (U8,U8) -> S16
+ * - (U8,S16) -> S16
+ * - (S16,U8) -> S16
+ * - (S16,S16) -> S16
+ * - (F16,F16) -> F16
+ * - (F32,F32) -> F32
+ * - (QASYMM8,QASYMM8) -> QASYMM8
+ * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED
+ * - (QSYMM16,QSYMM16) -> QSYMM16
+ * - (QSYMM16,QSYMM16) -> S32
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in, out] src1 An src tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
+ * The src tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0.
+ * @param[in, out] src2 An src tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
+ * The src tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0.
+ * @param[out] dst The dst tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
+ * @param[in] scale Scale to apply after multiplication.
+ * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15.
+ * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate
+ * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
+ */
+ void configure(const CLCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, float scale,
+ ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo());
+ /** Static function to check if given info will lead to a valid configuration of @ref ClPixelWiseMultiplication
+ *
+ * Valid configurations (src1,src2) -> Output :
+ *
+ * - (U8,U8) -> U8
+ * - (U8,U8) -> S16
+ * - (U8,S16) -> S16
+ * - (S16,U8) -> S16
+ * - (S16,S16) -> S16
+ * - (F16,F16) -> F16
+ * - (F32,F32) -> F32
+ * - (QASYMM8,QASYMM8) -> QASYMM8
+ * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED
+ * - (QSYMM16,QSYMM16) -> QSYMM16
+ * - (QSYMM16,QSYMM16) -> S32
+ *
+ *
+ * @param[in] src1 An src tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
+ * @param[in] src2 An src tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
+ * @param[in] dst The dst tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
+ * @param[in] scale Scale to apply after multiplication.
+ * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15.
+ * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate
+ * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
+ *
+ * @return a status
+ */
+ static Status validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, float scale,
+ ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo());
+
+ // Inherited methods overridden:
+ void run(ITensorPack &tensors) override;
+
+private:
+ std::unique_ptr<ICLKernel> _border_handler{ nullptr };
+};
+
+/** Basic function to run @ref opencl::ClComplexPixelWiseMultiplication. */
+class ClComplexPixelWiseMultiplication : public IClOperator
+{
+public:
+ /** Default Constructor */
+ ClComplexPixelWiseMultiplication() = default;
+ /** Initialise the kernel's sources, dst.
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in, out] src1 An src tensor info. Data types supported: F16/F32. Number of channels supported: 2.
+ * The src tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0.
+ * @param[in, out] src2 An src tensor info. Data types supported: same as @p src1. Number of channels supported: same as @p src1.
+ * The src tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0.
+ * @param[out] dst The dst tensor info, Data types supported: same as @p src1. Number of channels supported: same as @p src1.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
+ */
+ void configure(const CLCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo());
+ /** Static function to check if given info will lead to a valid configuration of @ref ClComplexPixelWiseMultiplication
+ *
+ * @param[in] src1 An src tensor info. Data types supported: F16/F32. Number of channels supported: 2.
+ * @param[in] src2 An src tensor info. Data types supported: same as @p src1. Number of channels supported: same as @p src1.
+ * @param[in] dst The dst tensor info, Data types supported: same as @p src1. Number of channels supported: same as @p src1.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
+ */
+ static Status validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo());
+
+ // Inherited methods overridden:
+ void run(ITensorPack &tensors) override;
+
+private:
+ std::unique_ptr<ICLKernel> _border_handler{ nullptr };
+};
+} // namespace opencl
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_CL_PIXELWISE_MULTIPLICATION_H */ \ No newline at end of file