| /* |
| * Copyright (c) 2023 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 |
| #define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_COMMON |
| |
| #include "arm_compute/core/ITensorInfo.h" |
| #include "arm_compute/core/TensorShape.h" |
| #include "arm_compute/core/Types.h" |
| #include "ckw/TensorInfo.h" |
| #include "src/dynamic_fusion/sketch/gpu/GpuKernelArgument.h" |
| |
| namespace arm_compute |
| { |
| namespace experimental |
| { |
| namespace dynamic_fusion |
| { |
| inline 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; |
| } |
| } |
| |
| inline 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]) |
| }; |
| } |
| inline 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; |
| } |
| } |
| inline 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() |
| }; |
| } |
| |
| inline 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"); |
| return TensorComponentType::Unknown; |
| } |
| } |
| |
| inline 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"); |
| return ckw::TensorStorageType::Unknown; |
| } |
| } |
| inline 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"); |
| return TensorStorageType::Unknown; |
| } |
| } |
| } // namespace dynamic_fusion |
| } // namespace experimental |
| } // namespace arm_compute |
| #endif /* ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_COMMON */ |