Compute Library
 22.11
CLBatchNormalizationLayer.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 
34 
35 #include "src/common/utils/Log.h"
36 
37 namespace arm_compute
38 {
40  : _norm_kernel(std::make_unique<CLBatchNormalizationLayerKernel>())
41 {
42 }
43 
45 
46 void CLBatchNormalizationLayer::configure(ICLTensor *input, ICLTensor *output, const ICLTensor *mean, const ICLTensor *var, const ICLTensor *beta, const ICLTensor *gamma, float epsilon,
47  ActivationLayerInfo act_info)
48 {
49  configure(CLKernelLibrary::get().get_compile_context(), input, output, mean, var, beta, gamma, epsilon, act_info);
50 }
51 
52 void CLBatchNormalizationLayer::configure(const CLCompileContext &compile_context, ICLTensor *input, ICLTensor *output, const ICLTensor *mean, const ICLTensor *var, const ICLTensor *beta,
53  const ICLTensor *gamma, float epsilon,
54  ActivationLayerInfo act_info)
55 {
56  ARM_COMPUTE_LOG_PARAMS(input, output, mean, var, beta, gamma, epsilon, act_info);
57  _norm_kernel->configure(compile_context, input, output, mean, var, beta, gamma, epsilon, act_info);
58 }
59 
61  const ITensorInfo *mean, const ITensorInfo *var,
62  const ITensorInfo *beta, const ITensorInfo *gamma,
63  float epsilon, ActivationLayerInfo act_info)
64 {
65  return CLBatchNormalizationLayerKernel::validate(input, output, mean, var, beta, gamma, epsilon, act_info);
66 }
67 
69 {
70  CLScheduler::get().enqueue(*_norm_kernel, true);
71 }
72 } // namespace arm_compute
void run() override
Run the kernels contained in the function.
~CLBatchNormalizationLayer()
Default destructor.
static CLScheduler & get()
Access the scheduler singleton.
static CLKernelLibrary & get()
Access the KernelLibrary singleton.
Store the tensor&#39;s metadata.
Definition: ITensorInfo.h:40
Status class.
Definition: Error.h:52
Activation Layer Information class.
Definition: Types.h:1639
Copyright (c) 2017-2022 Arm Limited.
Interface to enqueue OpenCL kernels and get/set the OpenCL CommandQueue and ICLTuner.
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 CLBatchNormalizationLaye...
void configure(ICLTensor *input, ICLTensor *output, const ICLTensor *mean, const ICLTensor *var, const ICLTensor *beta=nullptr, const ICLTensor *gamma=nullptr, float epsilon=0.001f, ActivationLayerInfo act_info=ActivationLayerInfo())
Set the input and output tensors.
void enqueue(ICLKernel &kernel, bool flush=true)
Schedule the execution of the passed kernel if possible.
CLCompileContext class.
Interface for OpenCL tensor.
Definition: ICLTensor.h:42
#define ARM_COMPUTE_LOG_PARAMS(...)
Interface for the BatchNormalization layer kernel.
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 CLBatchNormalizationLaye...