/* * 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. */ #include "src/TensorUtils.h" #include "ckw/Error.h" #include "ckw/TensorInfo.h" #include "ckw/types/TensorComponentType.h" namespace ckw { TensorComponentType get_tensor_dimension(TensorDataLayout layout, TensorDataLayoutComponent component) { switch (layout) { case TensorDataLayout::Nhwc: switch (component) { case TensorDataLayoutComponent::C: return TensorComponentType::Dim0; case TensorDataLayoutComponent::W: return TensorComponentType::Dim1; case TensorDataLayoutComponent::H: return TensorComponentType::Dim2; case TensorDataLayoutComponent::N: return TensorComponentType::Dim3; default: COMPUTE_KERNEL_WRITER_ERROR_ON_MSG("Unsupported tensor component for NHWC"); return TensorComponentType::Unknown; } case TensorDataLayout::Ndhwc: switch (component) { case TensorDataLayoutComponent::C: return TensorComponentType::Dim0; case TensorDataLayoutComponent::W: return TensorComponentType::Dim1; case TensorDataLayoutComponent::H: return TensorComponentType::Dim2; case TensorDataLayoutComponent::D: return TensorComponentType::Dim3; case TensorDataLayoutComponent::N: return TensorComponentType::Dim4; default: COMPUTE_KERNEL_WRITER_ERROR_ON_MSG("Unsupported tensor component for NDHWC"); return TensorComponentType::Unknown; } default: COMPUTE_KERNEL_WRITER_ERROR_ON_MSG("Unsupported tensor data layout"); return TensorComponentType::Unknown; } } TensorComponentType get_tensor_stride(TensorDataLayout layout, TensorDataLayoutComponent component) { switch (layout) { case TensorDataLayout::Nhwc: switch (component) { case TensorDataLayoutComponent::C: return TensorComponentType::Stride0; case TensorDataLayoutComponent::W: return TensorComponentType::Stride1; case TensorDataLayoutComponent::H: return TensorComponentType::Stride2; case TensorDataLayoutComponent::N: return TensorComponentType::Stride3; default: COMPUTE_KERNEL_WRITER_ERROR_ON_MSG("Unsupported tensor component for NHWC"); return TensorComponentType::Unknown; } case TensorDataLayout::Ndhwc: switch (component) { case TensorDataLayoutComponent::C: return TensorComponentType::Stride0; case TensorDataLayoutComponent::W: return TensorComponentType::Stride1; case TensorDataLayoutComponent::H: return TensorComponentType::Stride2; case TensorDataLayoutComponent::D: return TensorComponentType::Stride3; case TensorDataLayoutComponent::N: return TensorComponentType::Stride4; default: COMPUTE_KERNEL_WRITER_ERROR_ON_MSG("Unsupported tensor component for NDHWC"); return TensorComponentType::Unknown; } default: COMPUTE_KERNEL_WRITER_ERROR_ON_MSG("Unsupported tensor data layout"); return TensorComponentType::Unknown; } } } // namespace ckw