Compute Library
 23.05
NEBatchNormalizationLayer.cpp
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1 /*
2  * Copyright (c) 2017-2021 Arm Limited.
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24 
26 
27 #include "arm_compute/core/Error.h"
29 #include "arm_compute/core/Types.h"
32 #include "src/common/utils/Log.h"
34 
35 namespace arm_compute
36 {
38 
40  : _norm_kernel()
41 {
42 }
43 
44 void NEBatchNormalizationLayer::configure(ITensor *input, ITensor *output, const ITensor *mean, const ITensor *var, const ITensor *beta, const ITensor *gamma, float epsilon,
46 {
47  ARM_COMPUTE_LOG_PARAMS(input, output, mean, var, beta, gamma, epsilon, act_info);
48  // Configure kernel
49  _norm_kernel = std::make_unique<NEBatchNormalizationLayerKernel>();
50  _norm_kernel->configure(input, output, mean, var, beta, gamma, epsilon, act_info);
51 }
52 
53 Status NEBatchNormalizationLayer::validate(const ITensorInfo *input, const ITensorInfo *output, const ITensorInfo *mean, const ITensorInfo *var, const ITensorInfo *beta, const ITensorInfo *gamma,
55 {
56  ARM_COMPUTE_RETURN_ON_ERROR(NEBatchNormalizationLayerKernel::validate(input, output, mean, var, beta, gamma, epsilon, act_info));
57  return Status{};
58 }
59 
61 {
62  NEScheduler::get().schedule(_norm_kernel.get(), Window::DimY);
63 }
64 } // namespace arm_compute
~NEBatchNormalizationLayer()
Default destructor.
#define ARM_COMPUTE_RETURN_ON_ERROR(status)
Checks if a status contains an error and returns it.
Definition: Error.h:204
static Status validate(const ITensorInfo *input, const ITensorInfo *output, const ITensorInfo *mean, const ITensorInfo *var, const ITensorInfo *beta=nullptr, const ITensorInfo *gamma=nullptr, float epsilon=0.001f, ActivationLayerInfo act_info=ActivationLayerInfo())
Static function to check if given info will lead to a valid configuration of NEBatchNormalizationLaye...
Store the tensor&#39;s metadata.
Definition: ITensorInfo.h:43
Status class.
Definition: Error.h:52
Activation Layer Information class.
Definition: Types.h:1659
Interface for CPU tensor.
Definition: ITensor.h:36
Copyright (c) 2017-2023 Arm Limited.
static Status validate(const ITensorInfo *input, const ITensorInfo *output, const ITensorInfo *mean, const ITensorInfo *var, const ITensorInfo *beta=nullptr, const ITensorInfo *gamma=nullptr, float epsilon=0.001f, ActivationLayerInfo act_info=ActivationLayerInfo())
Static function to check if given info will lead to a valid configuration of NEBatchNormalizationLaye...
static constexpr size_t DimY
Alias for dimension 1 also known as Y dimension.
Definition: Window.h:45
void run() override
Run the kernels contained in the function.
virtual void schedule(ICPPKernel *kernel, const Hints &hints)=0
Runs the kernel in the same thread as the caller synchronously.
void configure(ITensor *input, ITensor *output, const ITensor *mean, const ITensor *var, const ITensor *beta=nullptr, const ITensor *gamma=nullptr, float epsilon=0.001f, ActivationLayerInfo act_info=ActivationLayerInfo())
Set the input and output tensors.
#define ARM_COMPUTE_LOG_PARAMS(...)
static IScheduler & get()
Access the scheduler singleton.
Definition: Scheduler.cpp:94