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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 /src/runtime
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>
Diffstat (limited to 'src/runtime')
-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
3 files changed, 283 insertions, 107 deletions
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