diff options
Diffstat (limited to 'src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter')
4 files changed, 364 insertions, 0 deletions
diff --git a/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/Common.cpp b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/Common.cpp new file mode 100644 index 0000000000..ad31b06362 --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/Common.cpp @@ -0,0 +1,162 @@ +/* + * Copyright (c) 2023-2024 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 "Common.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +ckw::DataType to_ckw(DataType dt) +{ + switch (dt) + { + case DataType::F32: + return ckw::DataType::Fp32; + case DataType::F16: + return ckw::DataType::Fp16; + case DataType::S32: + return ckw::DataType::Int32; + case DataType::S16: + return ckw::DataType::Int16; + case DataType::S8: + case DataType::QASYMM8_SIGNED: + return ckw::DataType::Int8; + case DataType::U32: + return ckw::DataType::Uint32; + case DataType::U16: + return ckw::DataType::Uint16; + case DataType::U8: + case DataType::QASYMM8: + return ckw::DataType::Uint8; + default: + return ckw::DataType::Unknown; + } +} + +ckw::TensorShape to_ckw(const TensorShape &shape) +{ + ARM_COMPUTE_ERROR_ON(shape.num_max_dimensions < std::tuple_size<ckw::TensorShape>{}); + ARM_COMPUTE_ERROR_ON(std::tuple_size<ckw::TensorShape>{} != 5); + /// NOTE: Overflow danger. Use size_t? + return ckw::TensorShape{static_cast<int32_t>(shape[0]), static_cast<int32_t>(shape[1]), + static_cast<int32_t>(shape[2]), static_cast<int32_t>(shape[3]), + static_cast<int32_t>(shape[4])}; +} + +ckw::TensorDataLayout to_ckw(DataLayout dl) +{ + switch (dl) + { + case DataLayout::NHWC: + return ckw::TensorDataLayout::Nhwc; + case DataLayout::NDHWC: + return ckw::TensorDataLayout::Ndhwc; + default: + return ckw::TensorDataLayout::Unknown; + } +} + +ckw::TensorInfo to_ckw(const ITensorInfo &tensor_info) +{ + return ckw::TensorInfo{to_ckw(tensor_info.data_type()), to_ckw(tensor_info.tensor_shape()), + to_ckw(tensor_info.data_layout()), tensor_info.id()}; +} + +ckw::TensorStorageType to_ckw(const TensorStorageType &storage) +{ + switch (storage) + { + case TensorStorageType::ClBufferUint8Ptr: + return ckw::TensorStorageType::BufferUint8Ptr; + case TensorStorageType::ClImage2dReadOnly: + return ckw::TensorStorageType::Texture2dReadOnly; + case TensorStorageType::ClImage2dWriteOnly: + return ckw::TensorStorageType::Texture2dWriteOnly; + case TensorStorageType::Unknown: + return ckw::TensorStorageType::Unknown; + default: + ARM_COMPUTE_ERROR("Unknown tensor storage type"); + } +} + +TensorComponentType from_ckw(const ckw::TensorComponentType &component) +{ + switch (component) + { + case ckw::TensorComponentType::OffsetFirstElement: + return TensorComponentType::OffsetFirstElement; + case ckw::TensorComponentType::Stride0: + return TensorComponentType::Stride0; + case ckw::TensorComponentType::Stride1: + return TensorComponentType::Stride1; + case ckw::TensorComponentType::Stride2: + return TensorComponentType::Stride2; + case ckw::TensorComponentType::Stride3: + return TensorComponentType::Stride3; + case ckw::TensorComponentType::Stride4: + return TensorComponentType::Stride4; + case ckw::TensorComponentType::Dim0: + return TensorComponentType::Dim0; + case ckw::TensorComponentType::Dim1: + return TensorComponentType::Dim1; + case ckw::TensorComponentType::Dim2: + return TensorComponentType::Dim2; + case ckw::TensorComponentType::Dim3: + return TensorComponentType::Dim3; + case ckw::TensorComponentType::Dim4: + return TensorComponentType::Dim4; + case ckw::TensorComponentType::Dim1xDim2: + return TensorComponentType::Dim1xDim2; + case ckw::TensorComponentType::Dim2xDim3: + return TensorComponentType::Dim2xDim3; + case ckw::TensorComponentType::Dim1xDim2xDim3: + return TensorComponentType::Dim1xDim2xDim3; + case ckw::TensorComponentType::Unknown: + return TensorComponentType::Unknown; + default: + ARM_COMPUTE_ERROR("Unknown CKW tensor component"); + } +} + +TensorStorageType from_ckw(const ckw::TensorStorageType &storage) +{ + switch (storage) + { + case ckw::TensorStorageType::BufferUint8Ptr: + return TensorStorageType::ClBufferUint8Ptr; + case ckw::TensorStorageType::Texture2dReadOnly: + return TensorStorageType::ClImage2dReadOnly; + case ckw::TensorStorageType::Texture2dWriteOnly: + return TensorStorageType::ClImage2dWriteOnly; + case ckw::TensorStorageType::Unknown: + return TensorStorageType::Unknown; + default: + ARM_COMPUTE_ERROR("Unknown CKW tensor storage type"); + } +} +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute diff --git a/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/Common.h b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/Common.h new file mode 100644 index 0000000000..26740cdd04 --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/Common.h @@ -0,0 +1,103 @@ +/* + * Copyright (c) 2023-2024 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_COMMON_H +#define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_COMMON_H + +#include "arm_compute/core/CoreTypes.h" +#include "arm_compute/core/ITensorInfo.h" +#include "arm_compute/core/TensorShape.h" + +#include "src/dynamic_fusion/sketch/gpu/GpuKernelArgument.h" + +#include "compute_kernel_writer/include/ckw/TensorInfo.h" +#include "compute_kernel_writer/include/ckw/types/DataType.h" +#include "compute_kernel_writer/include/ckw/types/TensorComponentType.h" +#include "compute_kernel_writer/include/ckw/types/TensorStorageType.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +/** Convert the Compute Library data type to Compute Kernel Writer data type + * + * @param[in] dt The Compute Library data type + * + * @return the Compute Kernel Writer data type (ckw::DataType) + */ +ckw::DataType to_ckw(DataType dt); + +/** Convert the Compute Library tensor shape to Compute Kernel Writer tensor shape + * + * @param[in] shape The Compute Library tensor shape + * + * @return the Compute Kernel Writer tensor shape (ckw::TensorShape) + */ +ckw::TensorShape to_ckw(const TensorShape &shape); + +/** Convert the Compute Library data layout to Compute Kernel Writer data layout + * + * @param[in] dl The Compute Library data layout + * + * @return the Compute Kernel Writer data layout (ckw::TensorDataLayout) + */ +ckw::TensorDataLayout to_ckw(DataLayout dl); + +/** Convert the Compute Library tensor info to Compute Kernel Writer tensor info + * + * @param[in] tensor_info The Compute Library tensor info + * + * @return the Compute Kernel Writer tensor info (ckw::TensorInfo) + */ +ckw::TensorInfo to_ckw(const ITensorInfo &tensor_info); + +/** Convert the Compute Library tensor storage to Compute Kernel Writer tensor storage + * + * @param[in] storage The Compute Library tensor storage + * + * @return the Compute Kernel Writer tensor storate (ckw::TensorStorageType) + */ +ckw::TensorStorageType to_ckw(const TensorStorageType &storage); + +/** Convert the Compute Kernel Writer tensor component to Compute Library tensor component + * + * @param[in] component The Compute Kernel Writer tensor component + * + * @return the Compute Library tensor component + */ +TensorComponentType from_ckw(const ckw::TensorComponentType &component); + +/** Convert the Compute Kernel Writer tensor storage to Compute Library tensor storage + * + * @param[in] storage The Compute Kernel Writer tensor storage + * + * @return the Compute Library tensor storage + */ +TensorStorageType from_ckw(const ckw::TensorStorageType &storage); + +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute +#endif // ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_COMMON_H diff --git a/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/ElementwiseBinary.cpp b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/ElementwiseBinary.cpp new file mode 100644 index 0000000000..5630e390d5 --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/ElementwiseBinary.cpp @@ -0,0 +1,57 @@ +/* + * Copyright (c) 2023-2024 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/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/ElementwiseBinary.h" + +#include "src/dynamic_fusion/sketch/gpu/operators/internal/GpuElementwiseBinaryCommon.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +ckw::BinaryOp to_ckw(const ElementwiseBinaryCommonAttributes &attributes) +{ + switch (attributes.operation()) + { + case ElementwiseBinaryCommonAttributes::ElementwiseOp::Add: + return ckw::BinaryOp::Add; + case ElementwiseBinaryCommonAttributes::ElementwiseOp::Sub: + return ckw::BinaryOp::Sub; + case ElementwiseBinaryCommonAttributes::ElementwiseOp::Div: + return ckw::BinaryOp::Div; + case ElementwiseBinaryCommonAttributes::ElementwiseOp::Mul: + return ckw::BinaryOp::Mul; + case ElementwiseBinaryCommonAttributes::ElementwiseOp::Min: + case ElementwiseBinaryCommonAttributes::ElementwiseOp::Max: + case ElementwiseBinaryCommonAttributes::ElementwiseOp::Power: + case ElementwiseBinaryCommonAttributes::ElementwiseOp::Prelu: + case ElementwiseBinaryCommonAttributes::ElementwiseOp::SquaredDiff: + default: + ARM_COMPUTE_ERROR("Cannot convert ElementwiseBinaryCommonAttributes to corresponding ckw::BinaryOp"); + } +} +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute diff --git a/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/ElementwiseBinary.h b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/ElementwiseBinary.h new file mode 100644 index 0000000000..644a407702 --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/ElementwiseBinary.h @@ -0,0 +1,42 @@ +/* + * Copyright (c) 2023-2024 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_ELEMENTWISEBINARY_H +#define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_ELEMENTWISEBINARY_H + +#include "src/dynamic_fusion/sketch/gpu/operators/internal/GpuElementwiseBinaryCommon.h" + +#include "compute_kernel_writer/include/ckw/types/Operators.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +ckw::BinaryOp to_ckw(const ElementwiseBinaryCommonAttributes &attributes); +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute + +#endif // ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_ELEMENTWISEBINARY_H |