Compute Library
 21.02
CLSpaceToDepthLayerKernel.cpp
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25 
29 #include "src/core/CL/CLValidate.h"
32 #include "support/StringSupport.h"
33 
35 namespace arm_compute
36 {
37 namespace
38 {
39 Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output, int32_t block_shape)
40 {
42  ARM_COMPUTE_RETURN_ERROR_ON(input->data_type() == DataType::UNKNOWN);
43  ARM_COMPUTE_RETURN_ERROR_ON(input->num_dimensions() > 4);
44  ARM_COMPUTE_RETURN_ERROR_ON(block_shape < 1);
45 
46  // Validate output if initialized
47  if(output->total_size() != 0)
48  {
49  const DataLayout data_layout = input->data_layout();
52  const int idx_channel = get_data_layout_dimension_index(data_layout, DataLayoutDimension::CHANNEL);
53  const int idx_batch = get_data_layout_dimension_index(data_layout, DataLayoutDimension::BATCHES);
54  ARM_COMPUTE_RETURN_ERROR_ON(input->tensor_shape()[idx_width] % block_shape != 0);
55  ARM_COMPUTE_RETURN_ERROR_ON(input->tensor_shape()[idx_height] % block_shape != 0);
56  ARM_COMPUTE_RETURN_ERROR_ON(input->tensor_shape()[idx_batch] != output->tensor_shape()[idx_batch]);
57  ARM_COMPUTE_RETURN_ERROR_ON(output->tensor_shape()[idx_channel] % (block_shape * block_shape) != 0);
58  ARM_COMPUTE_RETURN_ERROR_ON(input->tensor_shape().total_size() != output->tensor_shape().total_size());
60  }
61 
62  return Status{};
63 }
64 } // namespace
65 
67  : _input(nullptr), _output(nullptr), _block_shape()
68 {
69 }
70 
71 void CLSpaceToDepthLayerKernel::configure(const ICLTensor *input, ICLTensor *output, int32_t block_shape)
72 {
73  configure(CLKernelLibrary::get().get_compile_context(), input, output, block_shape);
74 }
75 
76 void CLSpaceToDepthLayerKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output, int32_t block_shape)
77 {
78  ARM_COMPUTE_ERROR_ON_NULLPTR(input, output);
79  auto padding_info = get_padding_info({ input, output });
80 
82  auto_init_if_empty(*output->info(), output_shape, 1, input->info()->data_type());
83 
84  ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input->info(), output->info(), block_shape));
85 
86  _input = input;
87  _output = output;
88  _block_shape = block_shape;
89 
92 
93  // Create kernel
94  CLBuildOptions build_opts;
95  build_opts.add_option("-DDATA_TYPE=" + get_cl_unsigned_type_from_element_size(data_size_from_type(output->info()->data_type())));
96  build_opts.add_option("-DCHANNEL_SIZE=" + support::cpp11::to_string(output->info()->dimension(idx_channel)));
97  build_opts.add_option("-DBLOCK_SHAPE=" + support::cpp11::to_string(block_shape));
98  build_opts.add_option("-DWIDTH_IN=" + support::cpp11::to_string(output->info()->dimension(idx_width)));
99  _kernel = create_kernel(compile_context, "space_to_depth_" + lower_string(string_from_data_layout(input->info()->data_layout())), build_opts.options());
100 
101  // Configure kernel window
102  Window win = calculate_max_window(*output->info(), Steps());
103  ICLKernel::configure_internal(win);
105 }
106 
107 Status CLSpaceToDepthLayerKernel::validate(const ITensorInfo *input, const ITensorInfo *output, int32_t block_shape)
108 {
110  ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input, output, block_shape));
111  return Status{};
112 }
113 
114 void CLSpaceToDepthLayerKernel::run(const Window &window, cl::CommandQueue &queue)
115 {
118 
119  Window slice_out = window.first_slice_window_3D();
120  Window slice_in = window.first_slice_window_4D();
121 
122  slice_in.set(Window::DimX, Window::Dimension(0, 0, 0));
123  slice_in.set(Window::DimY, Window::Dimension(0, 0, 0));
124  slice_in.set(Window::DimZ, Window::Dimension(0, 0, 0));
125  slice_in.set(3, Window::Dimension(0, 0, 0));
126 
127  int batch_id = 0;
128  do
129  {
130  unsigned int idx = 0;
131  add_4D_tensor_argument(idx, _input, slice_in);
132  add_argument(idx, batch_id);
133  add_3D_tensor_argument(idx, _output, slice_out);
134  enqueue(queue, *this, slice_out, lws_hint());
135 
136  ++batch_id;
137  }
138  while(window.slide_window_slice_3D(slice_out));
139 }
140 } // namespace arm_compute
Window calculate_max_window(const ValidRegion &valid_region, const Steps &steps, bool skip_border, BorderSize border_size)
const Window & window() const
The maximum window the kernel can be executed on.
Definition: IKernel.cpp:28
Shape of a tensor.
Definition: TensorShape.h:39
void enqueue(IGCKernel &kernel, const Window &window, const gles::NDRange &lws=gles::NDRange(1U, 1U, 1U))
Add the kernel to the command queue with the given window.
Definition: IGCKernel.cpp:41
virtual size_t dimension(size_t index) const =0
Return the size of the requested dimension.
cl::NDRange lws_hint() const
Return the Local-Workgroup-Size hint.
Definition: ICLKernel.h:276
#define ARM_COMPUTE_RETURN_ON_ERROR(status)
Checks if a status contains an error and returns it.
Definition: Error.h:204
std::string to_string(T &&value)
Convert integer and float values to string.
virtual DataType data_type() const =0
Data type used for each element of the tensor.
void add_argument(unsigned int &idx, T value)
Add the passed parameters to the object&#39;s kernel&#39;s arguments starting from the index idx...
Definition: ICLKernel.h:255
#define ARM_COMPUTE_ERROR_ON(cond)
If the condition is true then an error message is printed and an exception thrown.
Definition: Error.h:466
const DataLayout data_layout
Definition: Im2Col.cpp:151
static CLKernelLibrary & get()
Access the KernelLibrary singleton.
Store the tensor&#39;s metadata.
Definition: ITensorInfo.h:40
#define ARM_COMPUTE_ERROR_THROW_ON(status)
Definition: Error.h:455
Describe one of the image&#39;s dimensions with a start, end and step.
Definition: Window.h:77
Status class.
Definition: Error.h:52
std::string lower_string(const std::string &val)
Lower a given string.
Definition: Utils.cpp:350
#define ARM_COMPUTE_RETURN_ERROR_ON(cond)
If the condition is true, an error is returned.
Definition: Error.h:296
void add_3D_tensor_argument(unsigned int &idx, const ICLTensor *tensor, const Window &window)
Add the passed 3D tensor&#39;s parameters to the object&#39;s kernel&#39;s arguments starting from the index idx...
Definition: ICLKernel.h:172
Copyright (c) 2017-2021 Arm Limited.
#define ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(...)
Definition: Validate.h:163
void add_option(std::string option)
Adds option to the existing build option list.
cl::Kernel create_kernel(const CLCompileContext &ctx, const std::string &kernel_name, const std::set< std::string > &build_opts=std::set< std::string >())
Creates an opencl kernel using a compile context.
Definition: CLHelpers.cpp:403
static constexpr size_t DimX
Alias for dimension 0 also known as X dimension.
Definition: Window.h:43
Class to describe a number of elements in each dimension.
Definition: Steps.h:40
bool auto_init_if_empty(ITensorInfo &info, const TensorShape &shape, int num_channels, DataType data_type, QuantizationInfo quantization_info=QuantizationInfo())
Auto initialize the tensor info (shape, number of channels and data type) if the current assignment i...
virtual ITensorInfo * info() const =0
Interface to be implemented by the child class to return the tensor&#39;s metadata.
size_t data_size_from_type(DataType data_type)
The size in bytes of the data type.
Definition: Utils.h:106
static Status validate(const ITensorInfo *input, const ITensorInfo *output, int32_t block_shape)
Static function to check if given info will lead to a valid configuration of CLSpaceToDepthLayerKerne...
void set(size_t dimension, const Dimension &dim)
Set the values of a given dimension.
Definition: Window.inl:49
bool slide_window_slice_3D(Window &slice) const
Slide the passed 3D window slice.
Definition: Window.h:335
#define ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(k)
Definition: Validate.h:941
bool has_padding_changed(const std::unordered_map< const ITensorInfo *, PaddingSize > &padding_map)
Check if the previously stored padding info has changed after configuring a kernel.
Definition: Utils.cpp:528
CLCompileContext class.
static constexpr size_t DimY
Alias for dimension 1 also known as Y dimension.
Definition: Window.h:45
Interface for OpenCL tensor.
Definition: ICLTensor.h:42
const std::string & string_from_data_layout(DataLayout dl)
Convert a data layout identity into a string.
Definition: Utils.cpp:123
void run(const Window &window, cl::CommandQueue &queue) override
Enqueue the OpenCL kernel to process the given window on the passed OpenCL command queue...
static constexpr size_t DimZ
Alias for dimension 2 also known as Z dimension.
Definition: Window.h:47
#define ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(...)
Definition: Validate.h:545
std::string get_cl_unsigned_type_from_element_size(size_t element_size)
Translates the element size to an unsigned integer data type.
Definition: CLHelpers.cpp:103
std::unordered_map< const ITensorInfo *, PaddingSize > get_padding_info(std::initializer_list< const ITensorInfo *> infos)
Stores padding information before configuring a kernel.
Definition: Utils.cpp:513
Status validate_arguments(const ITensorInfo *input, const ITensorInfo *bias, const ITensorInfo *output, const GEMMLowpOutputStageInfo *output_stage)
Window first_slice_window_4D() const
First 4D slice of the window.
Definition: Window.h:299
#define ARM_COMPUTE_ERROR_ON_NULLPTR(...)
Definition: Validate.h:161
void configure(const ICLTensor *input, ICLTensor *output, int32_t block_shape)
Initialise the kernel&#39;s inputs and output.
size_t get_data_layout_dimension_index(const DataLayout data_layout, const DataLayoutDimension data_layout_dimension)
Get the index of the given dimension.
Definition: Helpers.inl:193
Window first_slice_window_3D() const
First 3D slice of the window.
Definition: Window.h:291
void add_4D_tensor_argument(unsigned int &idx, const ICLTensor *tensor, const Window &window)
Add the passed 4D tensor&#39;s parameters to the object&#39;s kernel&#39;s arguments starting from the index idx...
Definition: ICLKernel.h:182
DataLayout
[DataLayout enum definition]
Definition: Types.h:120
Describe a multidimensional execution window.
Definition: Window.h:39
#define ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(f, s)
Definition: Validate.h:205
virtual DataLayout data_layout() const =0
Get the data layout of the tensor.
TensorShape compute_space_to_depth_shape(const ITensorInfo *input, int32_t block_shape)
Calculate the space to batch output shape of a tensor.