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-rw-r--r--src/dynamic_fusion/sketch/gpu/components/GpuKernelComponentFactory.h64
-rw-r--r--src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h119
-rw-r--r--src/dynamic_fusion/sketch/gpu/components/Types.h52
-rw-r--r--src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDirectConv2d.cpp152
-rw-r--r--src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDirectConv2d.h147
-rw-r--r--src/dynamic_fusion/sketch/gpu/components/cl/ClComponentStore.cpp57
-rw-r--r--src/dynamic_fusion/sketch/gpu/components/cl/ClComponentStore.h102
7 files changed, 693 insertions, 0 deletions
diff --git a/src/dynamic_fusion/sketch/gpu/components/GpuKernelComponentFactory.h b/src/dynamic_fusion/sketch/gpu/components/GpuKernelComponentFactory.h
new file mode 100644
index 0000000000..f7f0029618
--- /dev/null
+++ b/src/dynamic_fusion/sketch/gpu/components/GpuKernelComponentFactory.h
@@ -0,0 +1,64 @@
+/*
+ * Copyright (c) 2022 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 SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_GPUKERNELCOMPONENTFACTORY
+#define SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_GPUKERNELCOMPONENTFACTORY
+
+#include "Types.h"
+#include "src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h"
+#include <memory>
+
+namespace arm_compute
+{
+namespace experimental
+{
+namespace dynamic_fusion
+{
+/** Factory class that creates new instances of @ref IGpuKernelComponent by assigning new component ids
+ */
+class GpuKernelComponentFactory
+{
+public:
+ /** Create a new kernel component
+ *
+ * @tparam T Any polymorphic type descending from @ref IGpuKernelComponent
+ * @tparam Args Argument types to construct the kernel component
+ *
+ * @param[in] args Arguments to construct the kernel component
+ *
+ * @return std::unique_ptr<IGpuKernelComponent>
+ */
+ template <typename T, typename... Args>
+ std::unique_ptr<IGpuKernelComponent> create(Args &&... args)
+ {
+ return std::make_unique<T>(_count++, std::forward<Args>(args)...);
+ }
+
+private:
+ ComponentId _count{ 0 };
+};
+
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
+#endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_GPUKERNELCOMPONENTFACTORY */
diff --git a/src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h b/src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h
new file mode 100644
index 0000000000..8bb19155a2
--- /dev/null
+++ b/src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h
@@ -0,0 +1,119 @@
+/*
+ * Copyright (c) 2022 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 SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_IGPUKERNELCOMPONENT
+#define SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_IGPUKERNELCOMPONENT
+
+#include "Types.h"
+
+#include "src/dynamic_fusion/sketch/ArgumentPack.h"
+#include "src/dynamic_fusion/sketch/gpu/GpuWorkloadSourceCode.h"
+
+namespace arm_compute
+{
+namespace experimental
+{
+namespace dynamic_fusion
+{
+/** Properties common to all kernel component types */
+class KernelProperties
+{
+public:
+ KernelProperties &stage(const UnitWorkloadStage &stage)
+ {
+ _stage = stage;
+ return *this;
+ }
+ UnitWorkloadStage stage() const
+ {
+ return _stage;
+ }
+
+private:
+ UnitWorkloadStage _stage{};
+};
+
+inline bool operator==(const KernelProperties &config0, const KernelProperties &config1)
+{
+ return config0.stage() == config1.stage();
+}
+
+/** Forward declaration */
+class IGpuTemplateComponentWriter;
+
+/** An abstract interface of a component. It enables manipulation by the component graph for purposes like fusion
+ */
+class IGpuKernelComponent
+{
+public:
+ using Properties = KernelProperties;
+
+public:
+ /** Constructor
+ *
+ * @param[in] id Component id
+ * @param[in] properties Kernel component properties
+ * @param[in] tensors Tensor arguments to the components
+ */
+ IGpuKernelComponent(
+ ComponentId id,
+ const Properties &properties,
+ const ArgumentPack<ITensorInfo> &tensors)
+ : _id{ id },
+ _properties{ properties },
+ _tensors{ tensors }
+ {
+ }
+ /** Destructor */
+ virtual ~IGpuKernelComponent()
+ {
+ }
+ /** Get component id */
+ ComponentId id() const
+ {
+ return _id;
+ }
+ /** Get tensor arguments */
+ ArgumentPack<ITensorInfo> tensors() const
+ {
+ return _tensors;
+ }
+ /** Get properties */
+ Properties properties() const
+ {
+ return _properties;
+ }
+ /** Get template writer for the component */
+ virtual const IGpuTemplateComponentWriter *template_writer() const = 0;
+ /** Get component type */
+ virtual GpuComponentType type() const = 0;
+
+private:
+ ComponentId _id{ -1 };
+ Properties _properties{};
+ ArgumentPack<ITensorInfo> _tensors{};
+};
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
+#endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_IGPUKERNELCOMPONENT */
diff --git a/src/dynamic_fusion/sketch/gpu/components/Types.h b/src/dynamic_fusion/sketch/gpu/components/Types.h
new file mode 100644
index 0000000000..54b3a69057
--- /dev/null
+++ b/src/dynamic_fusion/sketch/gpu/components/Types.h
@@ -0,0 +1,52 @@
+/*
+ * Copyright (c) 2022 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 SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_TYPES
+#define SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_TYPES
+
+#include <cstdint>
+
+namespace arm_compute
+{
+namespace experimental
+{
+namespace dynamic_fusion
+{
+/** Uniquely identifies a kernel component within a workload
+ */
+using ComponentId = int32_t;
+
+/** Component type in the context of fusion
+ * Its main purpose is to inform the optimizer how to perform fusion.
+ */
+enum class GpuComponentType
+{
+ Complex,
+ Simple,
+ Unfusable,
+ Output
+};
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
+#endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_TYPES */
diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDirectConv2d.cpp b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDirectConv2d.cpp
new file mode 100644
index 0000000000..e94cfd1581
--- /dev/null
+++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDirectConv2d.cpp
@@ -0,0 +1,152 @@
+/*
+ * Copyright (c) 2022 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 "ClComponentDirectConv2d.h"
+
+#include "arm_compute/core/Validate.h"
+#include "arm_compute/core/utils/misc/ShapeCalculator.h"
+#include "arm_compute/dynamic_fusion/sketch/OperatorAttributes.h"
+#include "src/core/CL/CLValidate.h"
+#include "src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplateDirectConv2d.h"
+
+namespace arm_compute
+{
+namespace experimental
+{
+namespace dynamic_fusion
+{
+using Settings = ClComponentDirectConv2dSettings;
+
+Settings &Settings::export_to_cl_image(bool cl_image)
+{
+ _export_to_cl_image = cl_image;
+ return *this;
+}
+
+bool Settings::export_to_cl_image() const
+{
+ return _export_to_cl_image;
+}
+
+Settings &Settings::fast_relaxed_math(bool fast_relaxed_math)
+{
+ _fast_relaxed_math = fast_relaxed_math;
+ return *this;
+}
+
+bool Settings::fast_relaxed_math() const
+{
+ return _fast_relaxed_math;
+}
+
+Status ClComponentDirectConv2d::validate(
+ const Properties &properties,
+ const ArgumentPack<ITensorInfo> &tensors,
+ const Attributes &attributes,
+ const Settings &settings)
+{
+ ARM_COMPUTE_UNUSED(properties, settings);
+ const auto src = tensors.get_const_tensor(TensorType::ACL_SRC_0);
+ const auto wei = tensors.get_const_tensor(TensorType::ACL_SRC_1);
+ const auto bia = tensors.get_const_tensor(TensorType::ACL_SRC_2);
+ const auto dst = tensors.get_const_tensor(TensorType::ACL_DST_0);
+
+ ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, wei, dst);
+
+ // 1. Check validity
+ // Matching data type
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, wei);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, dst);
+ if(bia != nullptr)
+ {
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, bia);
+ }
+
+ // Matching data layout
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_LAYOUT(src, wei);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_LAYOUT(src, dst);
+ if(bia != nullptr)
+ {
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_LAYOUT(src, bia);
+ }
+
+ // All tensor infos are initialized
+ ARM_COMPUTE_RETURN_ERROR_ON(src->tensor_shape().total_size() == 0);
+ ARM_COMPUTE_RETURN_ERROR_ON(wei->tensor_shape().total_size() == 0);
+ ARM_COMPUTE_RETURN_ERROR_ON(dst->tensor_shape().total_size() == 0);
+ if(bia != nullptr)
+ {
+ ARM_COMPUTE_RETURN_ERROR_ON(bia->tensor_shape().total_size() == 0);
+ }
+ // Device requirements are met
+ ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(src);
+ // wei shape is correct
+ const DataLayout data_layout = src->data_layout();
+ const int channel_idx = get_data_layout_dimension_index(data_layout, DataLayoutDimension::CHANNEL);
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(wei->dimension(channel_idx) != src->dimension(channel_idx), "Weights feature map dimension should match the respective src's one");
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(wei->num_dimensions() > 4, "Weights can be at most 4 dimensional");
+
+ // dst shape is correct
+ PadStrideInfo legacy_pad_stride(attributes.stride().x(), attributes.stride().y(), attributes.pad().left, attributes.pad().right, attributes.pad().top,
+ attributes.pad().bottom, DimensionRoundingType{});
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(dst->tensor_shape(),
+ misc::shape_calculator::compute_deep_convolution_shape(*src, *wei, legacy_pad_stride));
+
+ // bia shape is correct
+ if(bia != nullptr)
+ {
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(bia->dimension(0) != wei->dimension(3),
+ "Biases size and number of dst feature maps should match");
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(bia->num_dimensions() > 1,
+ "Biases should be one dimensional");
+ }
+
+ // 2. Check support level
+ // Data type
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(src, 1, DataType::F16, DataType::F32);
+ // Data layout
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_LAYOUT_NOT_IN(src, DataLayout::NHWC);
+
+ return Status{};
+}
+
+ClComponentDirectConv2d::ClComponentDirectConv2d(
+ ComponentId id,
+ const Properties &properties,
+ const ArgumentPack<ITensorInfo> &tensors,
+ const Attributes &attributes,
+ const Settings &settings)
+ : IGpuKernelComponent{ id, properties, tensors },
+ _component_writer{ std::make_unique<ClTemplateDirectConv2d>(id, tensors, attributes, settings) }
+{
+}
+ClComponentDirectConv2d::~ClComponentDirectConv2d()
+{
+}
+const IGpuTemplateComponentWriter *ClComponentDirectConv2d::template_writer() const
+{
+ return _component_writer.get();
+}
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDirectConv2d.h b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDirectConv2d.h
new file mode 100644
index 0000000000..fec22b84a5
--- /dev/null
+++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDirectConv2d.h
@@ -0,0 +1,147 @@
+/*
+ * Copyright (c) 2022 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 SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTDIRECTCONV2D
+#define SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTDIRECTCONV2D
+
+#include "arm_compute/core/Error.h"
+#include "src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h"
+#include <memory>
+
+namespace arm_compute
+{
+/** Forward declaration */
+class ITensorInfo;
+namespace experimental
+{
+namespace dynamic_fusion
+{
+/** Forward declaration */
+template <typename T>
+class ArgumentPack;
+class Conv2dAttributes;
+
+/** Component specific settings
+ */
+class ClComponentDirectConv2dSettings
+{
+public:
+ /** Set export_to_cl_image flag */
+ ClComponentDirectConv2dSettings &export_to_cl_image(bool cl_image);
+ /** Get export_to_cl_image flag */
+ bool export_to_cl_image() const;
+
+ /** Set fast_relaxed_math flag */
+ ClComponentDirectConv2dSettings &fast_relaxed_math(bool fast_relaxed_math);
+ /** Get fast_relaxed_math flag */
+ bool fast_relaxed_math() const;
+
+private:
+ bool _export_to_cl_image{ false };
+ bool _fast_relaxed_math{ true };
+};
+
+/** Forward declaration */
+class ClTemplateDirectConv2d;
+
+class ClComponentDirectConv2d final : public IGpuKernelComponent
+{
+public:
+ /** Attributes are a set of backend-agnostic parameters that define what a component does */
+ using Attributes = Conv2dAttributes;
+ /** Settings are a set of backend-specific parameters that influence the implementation of a component */
+ using Settings = ClComponentDirectConv2dSettings;
+
+public:
+ /** Validate the component
+ *
+ * @param[in] properties Component properties
+ * @param[in,out] tensors Tensor arguments to the component
+ * @param[in] attributes Component attributes
+ * @param[in] settings Component settings
+ *
+ * @return Status Validation results
+ *
+ * Tensor argument names:
+ * - ACL_SRC_0: Input
+ * - ACL_SRC_1: Weight
+ * - ACL_SRC_2: Bias (Optional)
+ * - ACL_DST_0: Output
+ *
+ * Tensor argument constness:
+ * - ACL_SRC_0: Const
+ * - ACL_SRC_1: Const
+ * - ACL_SRC_2: Const
+ * - ACL_DST_0: Const
+ *
+ * Valid data layouts:
+ * - NHWC
+ *
+ * Valid data type configurations:
+ * |ACL_SRC_0 |ACL_SRC_1 |ACL_SRC_2 |ACL_DST_0 |
+ * |:--------------|:--------------|:--------------|:--------------|
+ * |F16 |F16 |F16 |F16 |
+ * |F32 |F32 |F32 |F32 |
+ */
+ static Status validate(
+ const Properties &properties,
+ const ArgumentPack<ITensorInfo> &tensors,
+ const Attributes &attributes,
+ const Settings &settings);
+
+ /** Constructor
+ *
+ * Similar to @ref ClComponentDirectConv2d::validate()
+ */
+ ClComponentDirectConv2d(
+ ComponentId id,
+ const Properties &properties,
+ const ArgumentPack<ITensorInfo> &tensors,
+ const Attributes &attributes,
+ const Settings &settings);
+
+ /** Destructor */
+ ~ClComponentDirectConv2d() override;
+ /** Prevent instances of this class from being copy constructed */
+ ClComponentDirectConv2d(const ClComponentDirectConv2d &component) = delete;
+ /** Prevent instances of this class from being copied */
+ ClComponentDirectConv2d &operator=(const ClComponentDirectConv2d &component) = delete;
+ /** Allow instances of this class to be move constructed */
+ ClComponentDirectConv2d(ClComponentDirectConv2d &&component) = default;
+ /** Allow instances of this class to be moved */
+ ClComponentDirectConv2d &operator=(ClComponentDirectConv2d &&component) = default;
+ /** Get template writer for the component */
+ const IGpuTemplateComponentWriter *template_writer() const override;
+ /** Get component type */
+ GpuComponentType type() const override
+ {
+ return GpuComponentType::Complex;
+ }
+
+private:
+ std::unique_ptr<ClTemplateDirectConv2d> _component_writer;
+};
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
+#endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTDIRECTCONV2D */
diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentStore.cpp b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentStore.cpp
new file mode 100644
index 0000000000..f49f397ec1
--- /dev/null
+++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentStore.cpp
@@ -0,0 +1,57 @@
+/*
+ * Copyright (c) 2022 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 "ClComponentStore.h"
+
+#include "src/dynamic_fusion/sketch/ArgumentPack.h"
+#include "src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplateStore.h"
+
+#include <memory>
+
+namespace arm_compute
+{
+namespace experimental
+{
+namespace dynamic_fusion
+{
+Status ClComponentStore::validate(
+ const Properties &properties,
+ const ArgumentPack<ITensorInfo> &tensors)
+{
+ ARM_COMPUTE_UNUSED(properties, tensors);
+ return Status{};
+}
+ClComponentStore::ClComponentStore(ComponentId id, const Properties &properties, const ArgumentPack<ITensorInfo> &tensors)
+ : IGpuKernelComponent{ id, properties, tensors }, _component_writer{ std::make_unique<ClTemplateStore>(id, tensors) }
+{
+}
+ClComponentStore::~ClComponentStore()
+{
+}
+const IGpuTemplateComponentWriter *ClComponentStore::template_writer() const
+{
+ return _component_writer.get();
+}
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentStore.h b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentStore.h
new file mode 100644
index 0000000000..bf8c9f031e
--- /dev/null
+++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentStore.h
@@ -0,0 +1,102 @@
+/*
+ * Copyright (c) 2022 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 SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTSTORE
+#define SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTSTORE
+
+#include "arm_compute/core/Error.h"
+#include "src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h"
+#include "src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplateStore.h"
+#include <memory>
+
+namespace arm_compute
+{
+/** Forward declaration */
+class ITensorInfo;
+namespace experimental
+{
+namespace dynamic_fusion
+{
+/** Forward declaration */
+template <typename T>
+class ArgumentPack;
+
+class ClComponentStore final : public IGpuKernelComponent
+{
+public:
+ /** Validate the component
+ *
+ * @param[in] properties Component properties
+ * @param[in] tensors Tensor arguments to the components
+ *
+ * @return Status Validation results
+ *
+ * Tensor argument names:
+ * - ACL_SRC_0: Input
+ * - ACL_DST_0: Output
+ *
+ * Tensor argument constness:
+ * - ACL_SRC_0: Const
+ * - ACL_DST_0: Const
+ *
+ * Valid data layouts:
+ * - NHWC
+ *
+ * Valid data type configurations:
+ * |ACL_SRC_0 |ACL_DST_0 |
+ * |:--------------|:--------------|
+ * |All |All |
+ */
+ static Status validate(
+ const Properties &properties,
+ const ArgumentPack<ITensorInfo> &tensors);
+ /** Constructor
+ *
+ * Similar to @ref ClComponentStore::validate()
+ */
+ ClComponentStore(ComponentId id, const Properties &properties, const ArgumentPack<ITensorInfo> &tensors);
+ /** Destructor */
+ ~ClComponentStore() override;
+ /** Prevent instances of this class from being copy constructed */
+ ClComponentStore(const ClComponentStore &component) = delete;
+ /** Prevent instances of this class from being copied */
+ ClComponentStore &operator=(const ClComponentStore &component) = delete;
+ /** Allow instances of this class to be move constructed */
+ ClComponentStore(ClComponentStore &&component) = default;
+ /** Allow instances of this class to be moved */
+ ClComponentStore &operator=(ClComponentStore &&component) = default;
+ /** Get template writer for the component */
+ const IGpuTemplateComponentWriter *template_writer() const override;
+ /** Get component type */
+ GpuComponentType type() const override
+ {
+ return GpuComponentType::Output;
+ }
+
+private:
+ std::unique_ptr<ClTemplateStore> _component_writer;
+};
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
+#endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTSTORE */