Compute Library
 21.11
CLDirectConvolutionLayer.cpp
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25 
28 #include "arm_compute/core/Utils.h"
33 
34 #include "src/common/utils/Log.h"
35 
36 namespace arm_compute
37 {
38 struct CLDirectConvolutionLayer::Impl
39 {
40  const ICLTensor *src{ nullptr };
41  const ICLTensor *weights{ nullptr };
42  const ICLTensor *biases{ nullptr };
43  ICLTensor *dst{ nullptr };
44  std::unique_ptr<opencl::ClDirectConv2d> op{ nullptr };
45 };
46 
48  : _impl(std::make_unique<Impl>())
49 {
50 }
54 
55 void CLDirectConvolutionLayer::configure(ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, const PadStrideInfo &conv_info, const ActivationLayerInfo &act_info)
56 {
57  configure(CLKernelLibrary::get().get_compile_context(), input, weights, biases, output, conv_info, act_info);
58 }
59 
60 void CLDirectConvolutionLayer::configure(const CLCompileContext &compile_context, ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output,
61  const PadStrideInfo &conv_info, const ActivationLayerInfo &act_info)
62 {
63  ARM_COMPUTE_ERROR_ON_NULLPTR(input, weights, output);
64  ARM_COMPUTE_LOG_PARAMS(input, weights, biases, output, conv_info, act_info);
65 
66  _impl->src = input;
67  _impl->weights = weights;
68  _impl->biases = biases;
69  _impl->dst = output;
70 
71  _impl->op = std::make_unique<opencl::ClDirectConv2d>();
72  _impl->op->configure(compile_context, input->info(), weights->info(), (biases != nullptr) ? biases->info() : nullptr, output->info(), conv_info, act_info);
73 }
74 
76  const ActivationLayerInfo &act_info)
77 {
78  return opencl::ClDirectConv2d::validate(input, weights, biases, output, conv_info, act_info);
79 }
80 
82 {
84  pack.add_tensor(TensorType::ACL_SRC, _impl->src);
85  pack.add_tensor(TensorType::ACL_SRC_1, _impl->weights);
86  pack.add_tensor(TensorType::ACL_SRC_2, _impl->biases);
87  pack.add_tensor(TensorType::ACL_DST, _impl->dst);
88  _impl->op->run(pack);
89 }
90 }
static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *dst, const PadStrideInfo &conv_info, const ActivationLayerInfo &act_info=ActivationLayerInfo())
Static function to check if given info will lead to a valid configuration.
CLDirectConvolutionLayer & operator=(const CLDirectConvolutionLayer &)=delete
Prevent instances of this class from being copied (As this class contains pointers) ...
void run() override
Run the kernels contained in the function.
void configure(ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, const PadStrideInfo &conv_info, const ActivationLayerInfo &act_info=ActivationLayerInfo())
Set the input and output tensors.
static CLKernelLibrary & get()
Access the KernelLibrary singleton.
Store the tensor&#39;s metadata.
Definition: ITensorInfo.h:40
static Status validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output, const PadStrideInfo &conv_info, const ActivationLayerInfo &act_info=ActivationLayerInfo())
Static function to check if given info will lead to a valid configuration of CLDirectConvolutionLayer...
Status class.
Definition: Error.h:52
Activation Layer Information class.
Definition: Types.h:1509
SimpleTensor< float > src
Definition: DFT.cpp:155
Copyright (c) 2017-2021 Arm Limited.
Interface to enqueue OpenCL kernels and get/set the OpenCL CommandQueue and ICLTuner.
virtual ITensorInfo * info() const =0
Interface to be implemented by the child class to return the tensor&#39;s metadata.
Padding and stride information class.
Definition: Types.h:656
CLCompileContext class.
Interface for OpenCL tensor.
Definition: ICLTensor.h:42
Tensor packing service.
Definition: ITensorPack.h:39
#define ARM_COMPUTE_LOG_PARAMS(...)
#define ARM_COMPUTE_ERROR_ON_NULLPTR(...)
Definition: Validate.h:157
Basic function to execute direct convolution function:
void add_tensor(int id, ITensor *tensor)
Add tensor to the pack.
Definition: ITensorPack.cpp:39