24.02.1
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46 validate_arguments(
const ITensorInfo *
input,
const ITensorInfo *output,
const ITensorInfo *mean,
const ITensorInfo *std)
62 if (output->total_size() != 0)
72 std::pair<Status, Window> validate_and_configure_window_nchw(ITensorInfo *
input, ITensorInfo *output)
85 return std::make_pair(err, win);
90 : _input(nullptr), _output(nullptr), _mean(nullptr), _std(nullptr)
129 : (16 /
input->info()->element_size());
137 build_opts.
add_option((
"-DVEC_SIZE_LEFTOVER=" +
141 std::string
kernel_name =
"normalize_planar_yuv_layer_";
158 ICLKernel::configure_internal(win);
163 auto win_config = validate_and_configure_window_nchw(
input->info(), output->
info());
165 ICLKernel::configure_internal(win_config.second);
169 _config_id =
"normalize_planar_yuv_layer_";
190 validate_and_configure_window_nchw(
input->clone().get(), output->
clone().get()).first);
@ NCHW
Num samples, channels, height, width.
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.
Window calculate_max_window(const ValidRegion &valid_region, const Steps &steps, bool skip_border, BorderSize border_size)
@ NHWC
Num samples, height, width, channels.
@ QASYMM8
quantized, asymmetric fixed-point 8-bit number unsigned
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)
static Status validate(const ITensorInfo *input, const ITensorInfo *output, const ITensorInfo *mean, const ITensorInfo *std)
Static function to check if given info will lead to a valid configuration of CLNormalizePlanarYUVLaye...
#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.
void configure(const ICLTensor *input, ICLTensor *output, const ICLTensor *mean, const ICLTensor *std)
Set the input and output tensors.
Window collapse_if_possible(const Window &full_window, size_t first, size_t last, bool *has_collapsed=nullptr) const
Collapse the dimensions between first and last if possible.
Interface for OpenCL tensor.
bool update_window_and_padding(Window &win, Ts &&...patterns)
Update window and padding size for each of the access patterns.
const std::string & string_from_data_type(DataType dt)
Convert a data type identity into a string.
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(...)
#define ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(t, c,...)
Manages all the OpenCL kernels compilation and caching, provides accessors for the OpenCL Context.
constexpr auto data_layout
#define ARM_COMPUTE_RETURN_ON_ERROR(status)
Checks if a status contains an error and returns it.
@ RUNTIME_ERROR
Generic runtime error.
#define ARM_COMPUTE_ERROR_ON_NULLPTR(...)
void run(const Window &window, cl::CommandQueue &queue) override
Enqueue the OpenCL kernel to process the given window on the passed OpenCL command queue.
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.
#define ARM_COMPUTE_ERROR_THROW_ON(status)
void add_option(std::string option)
Adds option to the existing build option list.
#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...
#define ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(tensor)
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.
const std::vector< float > & scale() const
Scale vector accessor.
@ QASYMM8_SIGNED
quantized, asymmetric fixed-point 8-bit number signed
#define ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(f, s)
bool slide_window_slice_3D(Window &slice) const
Slide the passed 3D window slice.
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.
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.
#define ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(...)
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.
virtual std::unique_ptr< T > clone() const =0
Provide a clone of the current object of class T.
size_t get_data_layout_dimension_index(const DataLayout &data_layout, const DataLayoutDimension &data_layout_dimension)
Get the index of the given dimension.
Describe a multidimensional execution window.
@ ELEMENTWISE
Elementwise CL kernel type.
constexpr static unsigned int num_arguments_per_3D_tensor()
Returns the number of arguments enqueued per 3D tensor object.
#define ARM_COMPUTE_RETURN_ERROR_ON_MSG(cond, msg)
If the condition is true, an error is returned.
Copyright (c) 2017-2024 Arm Limited.
@ F16
16-bit floating-point number
unsigned int adjust_vec_size(unsigned int vec_size, size_t dim0)
Returns the adjusted vector size in case it is less than the input's first dimension,...
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.
cl::NDRange lws_hint() const
Return the Local-Workgroup-Size hint.
CLNormalizePlanarYUVLayerKernel()
Constructor.
#define ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(...)
bool is_data_type_quantized(DataType dt)
Check if a given data type is of quantized type.
Store the tensor's metadata.
@ F32
32-bit floating-point number
#define ARM_COMPUTE_CREATE_ERROR(error_code, msg)
Creates an error with a given message.
unsigned int num_elems_processed_per_iteration
DataType
Available data types.
std::unordered_map< const ITensorInfo *, PaddingSize > get_padding_info(std::initializer_list< const ITensorInfo * > infos)
Stores padding information before configuring a kernel.
SimpleTensor< T > slice(const SimpleTensor< T > &src, Coordinates starts, Coordinates ends)
const QuantizationInfo qinfo
const std::vector< int32_t > & offset() const
Offset vector accessor.
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.