24.02.1
|
Go to the documentation of this file.
50 if (output->total_size() != 0)
58 Status validate_arguments_static(
const ITensorInfo *
input,
59 const int block_shape_x,
60 const int block_shape_y,
61 const ITensorInfo *output,
74 if (output->total_size() != 0)
77 input->data_layout(),
input->tensor_shape(), block_shape_x, block_shape_y, crop_info);
78 const TensorInfo
expected_output = output->clone()->set_tensor_shape(expected_output_shape);
110 _block_shape = block_shape;
123 ICLKernel::configure_internal(win);
129 const int32_t block_shape_x,
130 const int32_t block_shape_y,
139 const int32_t block_shape_x,
140 const int32_t block_shape_y,
147 input->info()->data_layout(),
input->info()->tensor_shape(), block_shape_x, block_shape_y);
151 validate_arguments_static(
input->info(), block_shape_x, block_shape_y, output->
info(), crop_info));
171 ICLKernel::configure_internal(win);
183 const int32_t block_shape_x,
184 const int32_t block_shape_y,
212 unsigned int idx = 0;
215 if (_block_shape !=
nullptr)
Class to describe a number of elements in each dimension.
std::string to_string(T &&value)
Convert integer and float values to string.
void add_1D_tensor_argument(unsigned int &idx, const ICLTensor *tensor, const Window &window)
Add the passed 1D tensor's parameters to the object's kernel's arguments starting from the index idx.
DataLayout
[DataLayout enum definition]
const StringSet & options() const
Gets the current options list set.
SimpleTensor< uint8_t > expected_output(output_shape, DataType::QASYMM8, 1, qasymm)
Window calculate_max_window(const ValidRegion &valid_region, const Steps &steps, bool skip_border, BorderSize border_size)
std::string lower_string(const std::string &val)
Lower a given string.
Status validate_arguments(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *dst, const PadStrideInfo &conv_info)
#define ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(k)
#define ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(...)
static constexpr size_t DimX
Alias for dimension 0 also known as X dimension.
Interface for OpenCL tensor.
size_t top
Padding across the height dimension on the top, in elements.
Window first_slice_window_1D() const
First 1D slice of the window.
static CLKernelLibrary & get()
Access the KernelLibrary singleton.
#define ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(...)
void configure(const ICLTensor *input, const ICLTensor *block_shape, ICLTensor *output)
Initialise the kernel's inputs and output.
#define ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(t, c,...)
constexpr auto data_layout
#define ARM_COMPUTE_RETURN_ON_ERROR(status)
Checks if a status contains an error and returns it.
virtual size_t dimension(size_t index) const =0
Return the size of the requested dimension.
#define ARM_COMPUTE_ERROR_ON_NULLPTR(...)
virtual ITensorInfo * info() const =0
Interface to be implemented by the child class to return the tensor's metadata.
#define ARM_COMPUTE_ERROR_ON(cond)
If the condition is true then an error message is printed and an exception thrown.
size_t data_size_from_type(DataType data_type)
The size in bytes of the data type.
#define ARM_COMPUTE_ERROR_THROW_ON(status)
void add_option(std::string option)
Adds option to the existing build option list.
size_t left
Padding across the width dimension on the left, in elements.
#define ARM_COMPUTE_RETURN_ERROR_ON(cond)
If the condition is true, an error is returned.
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...
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.
#define ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(f, s)
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's kernel's arguments starting from the index idx.
bool slide_window_slice_3D(Window &slice) const
Slide the passed 3D window slice.
void add_4D_tensor_argument(unsigned int &idx, const ICLTensor *tensor, const Window &window)
Add the passed 4D tensor's parameters to the object's kernel's arguments starting from the index idx.
Describe one of the image's dimensions with a start, end and step.
void set(size_t dimension, const Dimension &dim)
Set the values of a given dimension.
static constexpr size_t DimY
Alias for dimension 1 also known as Y dimension.
Window first_slice_window_3D() const
First 3D slice of the window.
const Window & window() const
The maximum window the kernel can be executed on.
const std::string & string_from_data_layout(DataLayout dl)
Convert a data layout identity into a string.
std::string get_cl_type_from_data_type(const DataType &dt)
Translates a tensor data type to the appropriate OpenCL type.
void add_3D_tensor_argument(unsigned int &idx, const ICLTensor *tensor, const Window &window)
Add the passed 3D tensor's parameters to the object's kernel's arguments starting from the index idx.
size_t get_data_layout_dimension_index(const DataLayout &data_layout, const DataLayoutDimension &data_layout_dimension)
Get the index of the given dimension.
std::string get_cl_unsigned_type_from_element_size(size_t element_size)
Translates the element size to an unsigned integer data type.
Describe a multidimensional execution window.
CLBatchToSpaceLayerKernel()
Default constructor.
void run(const Window &window, cl::CommandQueue &queue) override
Enqueue the OpenCL kernel to process the given window on the passed OpenCL command queue.
@ ELEMENTWISE
Elementwise CL kernel type.
Copyright (c) 2017-2024 Arm Limited.
TensorShape compute_batch_to_space_shape(DataLayout data_layout, const TensorShape &input, int block_x, int block_y, const CropInfo &crop_info=CropInfo{})
Calculate the batch to space output shape of a tensor.
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.
static constexpr size_t DimZ
Alias for dimension 2 also known as Z dimension.
static Status validate(const ITensorInfo *input, const ITensorInfo *block_shape, const ITensorInfo *output)
Static function to check if given info will lead to a valid configuration of CLBatchToSpaceLayerKerne...
@ S32
signed 32-bit number
Padding2D CropInfo
Class for holding information related to cropping.
cl::NDRange lws_hint() const
Return the Local-Workgroup-Size hint.
#define ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(...)
Store the tensor's metadata.
Window first_slice_window_4D() const
First 4D slice of the window.
Padding and stride information class.
@ UNKNOWN
Unknown data type.
std::unordered_map< const ITensorInfo *, PaddingSize > get_padding_info(std::initializer_list< const ITensorInfo * > infos)
Stores padding information before configuring a kernel.
void enqueue(cl::CommandQueue &queue, ICLKernel &kernel, const Window &window, const cl::NDRange &lws_hint=CLKernelLibrary::get().default_ndrange(), bool use_dummy_work_items=false)
Add the kernel to the command queue with the given window.