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Diffstat (limited to 'src/core/CL/kernels/CLGatherKernel.cpp')
-rw-r--r--src/core/CL/kernels/CLGatherKernel.cpp54
1 files changed, 35 insertions, 19 deletions
diff --git a/src/core/CL/kernels/CLGatherKernel.cpp b/src/core/CL/kernels/CLGatherKernel.cpp
index 2cb8f2380a..904bb07282 100644
--- a/src/core/CL/kernels/CLGatherKernel.cpp
+++ b/src/core/CL/kernels/CLGatherKernel.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2018-2020 ARM Limited.
+ * Copyright (c) 2018-2021, 2023-2024 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -21,10 +21,13 @@
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
-#include "arm_compute/core/CL/kernels/CLGatherKernel.h"
+#include "src/core/CL/kernels/CLGatherKernel.h"
+
#include "arm_compute/core/CL/ICLTensor.h"
-#include "arm_compute/core/Error.h"
#include "arm_compute/core/utils/misc/ShapeCalculator.h"
+
+#include "src/core/helpers/AutoConfiguration.h"
+#include "src/core/helpers/WindowHelpers.h"
#include "support/StringSupport.h"
#include <string>
@@ -33,20 +36,22 @@ namespace arm_compute
{
namespace
{
-inline Status validate_arguments(const ITensorInfo *input, const ITensorInfo *indices, const ITensorInfo *output, int axis)
+inline Status
+validate_arguments(const ITensorInfo *input, const ITensorInfo *indices, const ITensorInfo *output, int axis)
{
ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, indices, output);
const uint32_t actual_axis = wrap_around(axis, static_cast<int>(input->num_dimensions()));
- ARM_COMPUTE_RETURN_ERROR_ON(indices->num_dimensions() > 1);
- ARM_COMPUTE_RETURN_ERROR_ON(input->num_dimensions() > 4);
+ ARM_COMPUTE_RETURN_ERROR_ON((input->num_dimensions() + indices->num_dimensions() - 1) > 4);
+
ARM_COMPUTE_RETURN_ERROR_ON(actual_axis >= input->num_dimensions());
ARM_COMPUTE_RETURN_ERROR_ON(input->data_type() == DataType::UNKNOWN);
- if(output->total_size() != 0)
+ if (output->total_size() != 0)
{
ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output);
ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(input, output);
- TensorShape output_shape = arm_compute::misc::shape_calculator::compute_gather_shape(input->tensor_shape(), indices->tensor_shape(), actual_axis);
+ TensorShape output_shape = arm_compute::misc::shape_calculator::compute_gather_shape(
+ input->tensor_shape(), indices->tensor_shape(), actual_axis);
ARM_COMPUTE_RETURN_ERROR_ON(output_shape.total_size() != output->tensor_shape().total_size());
}
@@ -55,26 +60,27 @@ inline Status validate_arguments(const ITensorInfo *input, const ITensorInfo *in
return Status{};
}
-std::pair<Status, Window> validate_and_configure_window(ITensorInfo *input, ITensorInfo *indices, ITensorInfo *output, int axis)
+std::pair<Status, Window>
+validate_and_configure_window(ITensorInfo *input, ITensorInfo *indices, ITensorInfo *output, int axis)
{
ARM_COMPUTE_ERROR_ON_NULLPTR(input, output, indices);
const uint32_t actual_axis = wrap_around(axis, static_cast<int>(input->num_dimensions()));
// Output auto initialization if not yet initialized
- TensorShape output_shape = arm_compute::misc::shape_calculator::compute_gather_shape(input->tensor_shape(), indices->tensor_shape(), actual_axis);
+ TensorShape output_shape = arm_compute::misc::shape_calculator::compute_gather_shape(
+ input->tensor_shape(), indices->tensor_shape(), actual_axis);
auto_init_if_empty((*output), output_shape, 1, input->data_type());
// Create window
Window win = calculate_max_window(*output, Steps());
- output->set_valid_region(ValidRegion(Coordinates(), output->tensor_shape()));
return std::make_pair(Status{}, win);
}
} // namespace
-CLGatherKernel::CLGatherKernel()
- : _input(nullptr), _indices(nullptr), _output(nullptr), _axis(0)
+CLGatherKernel::CLGatherKernel() : _input(nullptr), _indices(nullptr), _output(nullptr), _axis(0)
{
+ _type = CLKernelType::ELEMENTWISE;
}
void CLGatherKernel::configure(const ICLTensor *input, const ICLTensor *indices, ICLTensor *output, int axis)
@@ -82,9 +88,14 @@ void CLGatherKernel::configure(const ICLTensor *input, const ICLTensor *indices,
configure(CLKernelLibrary::get().get_compile_context(), input, indices, output, axis);
}
-void CLGatherKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input, const ICLTensor *indices, ICLTensor *output, int axis)
+void CLGatherKernel::configure(const CLCompileContext &compile_context,
+ const ICLTensor *input,
+ const ICLTensor *indices,
+ ICLTensor *output,
+ int axis)
{
ARM_COMPUTE_ERROR_ON_NULLPTR(input, output, indices);
+ auto padding_info = get_padding_info({input, output, indices});
ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input->info(), indices->info(), output->info(), axis));
// Configure kernel window
@@ -98,20 +109,25 @@ void CLGatherKernel::configure(const CLCompileContext &compile_context, const IC
// Set build options
CLBuildOptions build_opts;
- build_opts.add_option("-DDATA_TYPE=" + get_cl_unsigned_type_from_element_size(data_size_from_type(input->info()->data_type())));
+ build_opts.add_option("-DDATA_TYPE=" +
+ get_cl_unsigned_type_from_element_size(data_size_from_type(input->info()->data_type())));
build_opts.add_option("-DOUTPUT_DIM_Z=" + support::cpp11::to_string(output->info()->dimension(2)));
- build_opts.add_option("-DINPUT_DIM_Z=" + support::cpp11::to_string(input->info()->dimension(2)));
+ build_opts.add_option("-DINDICES_DIMS=" + support::cpp11::to_string(indices->info()->num_dimensions()));
build_opts.add_option("-DAXIS=" + support::cpp11::to_string(_axis));
+ build_opts.add_option("-DINDEX_LIMIT=" + support::cpp11::to_string(input->info()->tensor_shape()[_axis]));
// Create kernel
_kernel = create_kernel(compile_context, "gather", build_opts.options());
ICLKernel::configure_internal(win_config.second);
+ ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info));
}
-Status CLGatherKernel::validate(const ITensorInfo *input, const ITensorInfo *indices, const ITensorInfo *output, int axis)
+Status
+CLGatherKernel::validate(const ITensorInfo *input, const ITensorInfo *indices, const ITensorInfo *output, int axis)
{
ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input, indices, output, axis));
- ARM_COMPUTE_RETURN_ON_ERROR(validate_and_configure_window(input->clone().get(), indices->clone().get(), output->clone().get(), axis).first);
+ ARM_COMPUTE_RETURN_ON_ERROR(
+ validate_and_configure_window(input->clone().get(), indices->clone().get(), output->clone().get(), axis).first);
return Status{};
}
@@ -123,7 +139,7 @@ void CLGatherKernel::run(const Window &window, cl::CommandQueue &queue)
Window window_collapsed = window.collapse_if_possible(ICLKernel::window(), Window::DimZ);
unsigned int idx = 0;
add_4D_tensor_argument(idx, _input, window_collapsed);
- add_1D_tensor_argument(idx, _indices, window_collapsed);
+ add_4D_tensor_argument(idx, _indices, window_collapsed);
add_4D_tensor_argument(idx, _output, window_collapsed);
enqueue(queue, *this, window_collapsed, lws_hint());
}