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authorJohn Richardson <john.richardson@arm.com>2018-04-20 13:11:36 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:51:50 +0000
commit62385bce6baacfa194cff9e6be6d8eaa73bc3fab (patch)
tree81d72e49e487ae972423cd57d181ebc53efe487b /src/core/CL/kernels/CLReductionOperationKernel.cpp
parent657bdb358c95ccd6bb07594a01625a7d7bacd32f (diff)
downloadComputeLibrary-62385bce6baacfa194cff9e6be6d8eaa73bc3fab.tar.gz
COMPMID-948: Add validation to CLL2NormalizeLayer
Change-Id: I452a718a60b81da51cd3e98641fd99c86c4debab Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129451 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Diffstat (limited to 'src/core/CL/kernels/CLReductionOperationKernel.cpp')
-rw-r--r--src/core/CL/kernels/CLReductionOperationKernel.cpp70
1 files changed, 58 insertions, 12 deletions
diff --git a/src/core/CL/kernels/CLReductionOperationKernel.cpp b/src/core/CL/kernels/CLReductionOperationKernel.cpp
index 1dd5eb97ec..1347a9bc94 100644
--- a/src/core/CL/kernels/CLReductionOperationKernel.cpp
+++ b/src/core/CL/kernels/CLReductionOperationKernel.cpp
@@ -38,6 +38,52 @@
using namespace arm_compute;
+namespace
+{
+Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output, unsigned int axis, ReductionOperation op)
+{
+ ARM_COMPUTE_UNUSED(op);
+
+ ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, output);
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::F32);
+ ARM_COMPUTE_RETURN_ERROR_ON(input->data_layout() != DataLayout::NCHW);
+
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(axis >= TensorShape::num_max_dimensions, "Reduction axis greater than max number of dimensions");
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(axis > 0, "Unsupported reduction axis, Supported axis is 0");
+
+ if(output->total_size() != 0)
+ {
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output);
+ ARM_COMPUTE_RETURN_ERROR_ON(output->data_layout() != DataLayout::NCHW);
+ }
+
+ return Status{};
+}
+
+std::tuple<Status, Window> validate_and_configure_window(ITensorInfo *input, ITensorInfo *output, unsigned int axis)
+{
+ // Output tensor auto initialization if not yet initialized
+ TensorShape output_shape{ input->tensor_shape() };
+ output_shape.set(axis, 1);
+ auto_init_if_empty(*output, output_shape, 1, input->data_type(), input->fixed_point_position());
+
+ const unsigned int num_elems_processed_per_iteration = 16;
+
+ Window win = calculate_max_window(*input, Steps(num_elems_processed_per_iteration));
+ const unsigned int border_width = ((input->dimension(0) % 128) != 0) ? 128 - input->dimension(0) % 128 : 0; // TODO (COMPMID-1143): Fix padding (possible value 127!)
+
+ AccessWindowStatic input_access(input, 0, 0, input->dimension(0) + border_width, 1);
+ AccessWindowHorizontal output_access(output, 0, 1);
+
+ bool window_changed = update_window_and_padding(win, input_access, output_access);
+ output_access.set_valid_region(win, output->valid_region());
+
+ Status err = (window_changed) ? ARM_COMPUTE_CREATE_ERROR(ErrorCode::RUNTIME_ERROR, "Insufficient Padding!") : Status{};
+
+ return std::make_tuple(err, win);
+}
+} // namespace
+
CLReductionOperationKernel::CLReductionOperationKernel()
: _input(nullptr), _output(nullptr), _reduction_axis(0), _op(ReductionOperation::SUM_SQUARE), _border_size()
{
@@ -50,17 +96,13 @@ BorderSize CLReductionOperationKernel::border_size() const
void CLReductionOperationKernel::configure(const ICLTensor *input, ICLTensor *output, unsigned int axis, ReductionOperation op)
{
- ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::F32);
- ARM_COMPUTE_ERROR_ON_NULLPTR(output);
+ ARM_COMPUTE_ERROR_ON_NULLPTR(input, output);
// Output tensor auto initialization if not yet initialized
TensorShape output_shape{ input->info()->tensor_shape() };
output_shape.set(axis, 1);
- auto_init_if_empty(*output->info(), output_shape, 1, input->info()->data_type(), input->info()->fixed_point_position());
- ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input, output);
- ARM_COMPUTE_ERROR_ON_MSG(axis >= TensorShape::num_max_dimensions, "Reduction axis greater than max number of dimensions");
- ARM_COMPUTE_ERROR_ON_MSG(axis > 0, "Unsupported reduction axis, Supported axis is 0");
+ ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input->info(), output->info(), axis, op));
const unsigned int num_elems_processed_per_iteration = 16;
const unsigned int border_width = ((input->info()->dimension(0) % 128) != 0) ? 128 - input->info()->dimension(0) % 128 : 0;
@@ -97,15 +139,19 @@ void CLReductionOperationKernel::configure(const ICLTensor *input, ICLTensor *ou
_kernel = static_cast<cl::Kernel>(CLKernelLibrary::get().create_kernel("reduction_operation", build_opts));
// Configure kernel window
- Window win = calculate_max_window(*input->info(), Steps(num_elems_processed_per_iteration));
+ auto win_config = validate_and_configure_window(_input->info(), _output->info(), axis);
- AccessWindowStatic input_access(input->info(), 0, 0, input->info()->dimension(0) + border_width, 1);
- AccessWindowHorizontal output_access(output->info(), 0, 1);
+ ARM_COMPUTE_ERROR_THROW_ON(std::get<0>(win_config));
- update_window_and_padding(win, input_access, output_access);
- output_access.set_valid_region(win, output->info()->valid_region());
+ ICLKernel::configure(std::get<1>(win_config));
+}
+
+Status CLReductionOperationKernel::validate(const ITensorInfo *input, const ITensorInfo *output, unsigned int axis, ReductionOperation op)
+{
+ ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input, output, axis, op));
+ ARM_COMPUTE_RETURN_ON_ERROR(std::get<0>(validate_and_configure_window(input->clone().get(), output->clone().get(), axis)));
- ICLKernel::configure(win);
+ return Status{};
}
void CLReductionOperationKernel::run(const Window &window, cl::CommandQueue &queue)