/* * Copyright (c) 2017-2021, 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/cpu/kernels/CpuDequantizeKernel.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/Utils.h" #include "arm_compute/core/Validate.h" #include "arm_compute/core/Window.h" #include "src/core/common/Registrars.h" #include "src/core/CPP/Validate.h" #include "src/core/helpers/AutoConfiguration.h" #include "src/core/helpers/WindowHelpers.h" #include "src/core/NEON/NEAsymm.h" #include "src/core/NEON/NESymm.h" #include "src/core/NEON/wrapper/wrapper.h" #include "src/cpu/kernels/dequantize/generic/neon/list.h" #include namespace arm_compute { namespace cpu { namespace kernels { namespace { Status validate_arguments(const ITensorInfo *src, const ITensorInfo *dst) { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(src, 1, DataType::QASYMM8, DataType::QASYMM8_SIGNED, DataType::QSYMM8_PER_CHANNEL, DataType::QSYMM8, DataType::QSYMM16); if (dst->tensor_shape().total_size() > 0) { ARM_COMPUTE_RETURN_ERROR_ON_CPU_F16_UNSUPPORTED(dst); ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(dst, 1, DataType::F16, DataType::F32); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(src, dst); } return Status{}; } } // namespace void CpuDequantizeKernel::configure(const ITensorInfo *src, ITensorInfo *dst) { ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src, dst)); // Configure kernel window Window win = calculate_max_window(*src, Steps()); // Output tensor auto initialization if not yet initialized auto_init_if_empty(*dst, src->tensor_shape(), 1, DataType::F32); ICpuKernel::configure(win); switch (dst->data_type()) { case DataType::F32: _func = REGISTER_FP32_NEON(fp32_run_dequantization_core); break; #ifdef ARM_COMPUTE_ENABLE_FP16 case DataType::F16: _func = REGISTER_FP16_NEON(fp16_run_dequantization_core); break; #endif /* ARM_COMPUTE_ENABLE_FP16 */ default: ARM_COMPUTE_ERROR("Unsupported data type."); } } Status CpuDequantizeKernel::validate(const ITensorInfo *src, const ITensorInfo *dst) { ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(src, dst)); return Status{}; } void CpuDequantizeKernel::run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) { ARM_COMPUTE_UNUSED(info); ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICpuKernel::window(), window); const auto src = tensors.get_const_tensor(TensorType::ACL_SRC); auto dst = tensors.get_tensor(TensorType::ACL_DST); _func(src, dst, window); } const char *CpuDequantizeKernel::name() const { return "CpuDequantizeKernel"; } } // namespace kernels } // namespace cpu } // namespace arm_compute