aboutsummaryrefslogtreecommitdiff
path: root/src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp')
-rw-r--r--src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp42
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();
}