diff options
Diffstat (limited to 'src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp')
-rw-r--r-- | src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp | 42 |
1 files changed, 31 insertions, 11 deletions
diff --git a/src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp b/src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp index d7cb7de627..78218cbdee 100644 --- a/src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp +++ b/src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2019 ARM Limited. + * Copyright (c) 2019-2021 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -24,23 +24,40 @@ #include "arm_compute/runtime/NEON/functions/NEInstanceNormalizationLayer.h" #include "arm_compute/core/Helpers.h" +#include "arm_compute/core/KernelDescriptors.h" #include "arm_compute/runtime/NEON/NEScheduler.h" +#include "src/common/utils/Log.h" +#include "src/core/NEON/kernels/NEInstanceNormalizationLayerKernel.h" + namespace arm_compute { +NEInstanceNormalizationLayer::~NEInstanceNormalizationLayer() = default; + NEInstanceNormalizationLayer::NEInstanceNormalizationLayer(std::shared_ptr<IMemoryManager> memory_manager) - : _memory_group(std::move(memory_manager)), _normalization_kernel(), _is_nchw(false), _permute_input(), _permute_output(), _permuted_input(), _permuted_output() + : _memory_group(std::move(memory_manager)), + _normalization_kernel(), + _is_nchw(false), + _permute_input(), + _permute_output(), + _permuted_input(), + _permuted_output() { } void NEInstanceNormalizationLayer::configure(ITensor *input, ITensor *output, float gamma, float beta, float epsilon) { - const DataLayout data_layout = input->info()->data_layout(); + ARM_COMPUTE_LOG_PARAMS(input, output, gamma, beta, epsilon); + + const DataLayout data_layout = input->info()->data_layout(); + const auto kernel_descriptor = InstanceNormalizationLayerKernelInfo{gamma, beta, epsilon, true}; // Configure Kernels _is_nchw = data_layout == DataLayout::NCHW; - if(!_is_nchw) + _normalization_kernel = std::make_unique<NEInstanceNormalizationLayerKernel>(); + + if (!_is_nchw) { _memory_group.manage(&_permuted_input); _memory_group.manage(&_permuted_output); @@ -49,7 +66,7 @@ void NEInstanceNormalizationLayer::configure(ITensor *input, ITensor *output, fl _permute_input.configure(input, &_permuted_input, PermutationVector(1U, 2U, 0U)); _permuted_input.info()->set_data_layout(DataLayout::NCHW); - _normalization_kernel.configure(&_permuted_input, &_permuted_output, gamma, beta, epsilon); + _normalization_kernel->configure(&_permuted_input, &_permuted_output, kernel_descriptor); _permuted_output.info()->set_data_layout(DataLayout::NCHW); _permute_output.configure(&_permuted_output, output != nullptr ? output : input, PermutationVector(2U, 0U, 1U)); @@ -58,13 +75,16 @@ void NEInstanceNormalizationLayer::configure(ITensor *input, ITensor *output, fl } else { - _normalization_kernel.configure(input, output, gamma, beta, epsilon); + _normalization_kernel->configure(input, output, kernel_descriptor); } } -Status NEInstanceNormalizationLayer::validate(const ITensorInfo *input, const ITensorInfo *output, float gamma, float beta, float epsilon) +Status NEInstanceNormalizationLayer::validate( + const ITensorInfo *input, const ITensorInfo *output, float gamma, float beta, float epsilon) { - return NEInstanceNormalizationLayerKernel::validate(&input->clone()->set_data_layout(DataLayout::NCHW), &output->clone()->set_data_layout(DataLayout::NCHW), gamma, beta, epsilon); + return NEInstanceNormalizationLayerKernel::validate( + &input->clone()->set_data_layout(DataLayout::NCHW), &output->clone()->set_data_layout(DataLayout::NCHW), + InstanceNormalizationLayerKernelInfo{gamma, beta, epsilon, true}); } void NEInstanceNormalizationLayer::run() @@ -72,15 +92,15 @@ void NEInstanceNormalizationLayer::run() MemoryGroupResourceScope scope_mg(_memory_group); // Permute input - if(!_is_nchw) + if (!_is_nchw) { _permute_input.run(); } - NEScheduler::get().schedule(&_normalization_kernel, Window::DimZ); + NEScheduler::get().schedule(_normalization_kernel.get(), Window::DimZ); // Permute output - if(!_is_nchw) + if (!_is_nchw) { _permute_output.run(); } |