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authorGeorgios Pinitas <georgios.pinitas@arm.com>2018-01-09 17:33:11 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:47:40 +0000
commit78c009079654268cca9c22848e4fae9f222b100d (patch)
tree75caae296b8ad07e5ca8db5ceb3af5750e1fa3ce /src/core/CL/kernels/CLCol2ImKernel.cpp
parente4904c727933d8b6d79ec7a1fc3f371414a11a97 (diff)
downloadComputeLibrary-78c009079654268cca9c22848e4fae9f222b100d.tar.gz
COMPMID-754: Add validation to kernels.
Adds validation method to: - CLConvolutionLayer Change-Id: I95516e20cfb71c1e603c60fc6491ac695883a856 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117355 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/CL/kernels/CLCol2ImKernel.cpp')
-rw-r--r--src/core/CL/kernels/CLCol2ImKernel.cpp85
1 files changed, 58 insertions, 27 deletions
diff --git a/src/core/CL/kernels/CLCol2ImKernel.cpp b/src/core/CL/kernels/CLCol2ImKernel.cpp
index c8005ec0f6..eacfa4c110 100644
--- a/src/core/CL/kernels/CLCol2ImKernel.cpp
+++ b/src/core/CL/kernels/CLCol2ImKernel.cpp
@@ -31,10 +31,55 @@
#include "arm_compute/core/Helpers.h"
#include "arm_compute/core/Types.h"
#include "arm_compute/core/Validate.h"
+#include "arm_compute/core/utils/misc/ShapeCalculator.h"
#include <cmath>
using namespace arm_compute;
+using namespace arm_compute::misc::shape_calculator;
+
+namespace
+{
+Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output, std::pair<unsigned int, unsigned int> convolved_dims)
+{
+ ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, output);
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QS8, DataType::QASYMM8, DataType::QS16, DataType::F16, DataType::F32);
+
+ // Checks performed when output is configured
+ if(output->total_size() != 0)
+ {
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(output->tensor_shape(), compute_col2im_shape(*input, convolved_dims));
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_FIXED_POINT(input, output);
+ ARM_COMPUTE_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(input, output);
+ }
+
+ return Status{};
+}
+
+std::pair<Status, Window> validate_and_configure_window(ITensorInfo *input, ITensorInfo *output, std::pair<unsigned int, unsigned int> convolved_dims)
+{
+ ARM_COMPUTE_ERROR_ON_NULLPTR(input, output);
+ // Output auto inizialitation if not yet initialized
+ auto_init_if_empty(*output, input->clone()->set_tensor_shape(compute_col2im_shape(*input, convolved_dims)));
+
+ const unsigned int num_elems_read_per_iteration = is_data_type_fixed_point(input->data_type()) ? 1 : 8;
+
+ // Configure window
+ Window win = calculate_max_window(*input, Steps(num_elems_read_per_iteration));
+
+ // Update window and padding just for the input tensor as we cannot access out-of-bounds elements in the output one
+ AccessWindowHorizontal input_access(input, 0, num_elems_read_per_iteration);
+ bool window_changed = update_window_and_padding(win, input_access);
+
+ Coordinates coord;
+ coord.set_num_dimensions(output->num_dimensions());
+ output->set_valid_region(ValidRegion(coord, output->tensor_shape()));
+
+ Status err = (window_changed) ? ARM_COMPUTE_CREATE_ERROR(ErrorCode::RUNTIME_ERROR, "Insufficient Padding!") : Status{};
+ return std::make_pair(err, win);
+}
+} // namespace
CLCol2ImKernel::CLCol2ImKernel()
: _input(nullptr), _output(nullptr), _convolved_dims()
@@ -43,20 +88,10 @@ CLCol2ImKernel::CLCol2ImKernel()
void CLCol2ImKernel::configure(const ICLTensor *input, ICLTensor *output, std::pair<unsigned int, unsigned int> convolved_dims)
{
- ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QS8, DataType::QASYMM8, DataType::QS16, DataType::F16, DataType::F32);
- ARM_COMPUTE_ERROR_ON_NULLPTR(output);
-
- TensorShape output_shape = input->info()->tensor_shape();
- output_shape.set(0, convolved_dims.first);
- output_shape.set(1, convolved_dims.second);
- output_shape.set(2, input->info()->tensor_shape()[0]);
+ ARM_COMPUTE_ERROR_ON_NULLPTR(input, output);
- // Output auto inizialitation if not yet initialized
- auto_init_if_empty(*output->info(), input->info()->clone()->set_tensor_shape(output_shape));
-
- ARM_COMPUTE_ERROR_ON_MISMATCHING_DIMENSIONS(output->info()->tensor_shape(), output_shape);
- ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input, output);
- ARM_COMPUTE_ERROR_ON_MISMATCHING_FIXED_POINT(input, output);
+ // Perform validation step
+ ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input->info(), output->info(), convolved_dims));
_input = input;
_output = output;
@@ -89,20 +124,10 @@ void CLCol2ImKernel::configure(const ICLTensor *input, ICLTensor *output, std::p
}
}
- const unsigned int num_elems_read_per_iteration = is_data_type_fixed_point(data_type) ? 1 : 8;
-
- // Configure window
- Window win = calculate_max_window(*input->info(), Steps(num_elems_read_per_iteration));
-
- // Update window and padding just for the input tensor as we cannot access out-of-bounds elements in the output one
- AccessWindowHorizontal input_access(input->info(), 0, num_elems_read_per_iteration);
- update_window_and_padding(win, input_access);
-
- Coordinates coord;
- coord.set_num_dimensions(output->info()->num_dimensions());
- output->info()->set_valid_region(ValidRegion(coord, output->info()->tensor_shape()));
-
- ICLKernel::configure(win);
+ // Configure kernel window
+ auto win_config = validate_and_configure_window(input->info(), output->info(), _convolved_dims);
+ ARM_COMPUTE_ERROR_THROW_ON(win_config.first);
+ ICLKernel::configure(win_config.second);
// Set config_id for enabling LWS tuning
_config_id = "col2im_";
@@ -117,6 +142,12 @@ void CLCol2ImKernel::configure(const ICLTensor *input, ICLTensor *output, std::p
_config_id += support::cpp11::to_string(output->info()->dimension(1));
}
+Status CLCol2ImKernel::validate(const ITensorInfo *input, const ITensorInfo *output, std::pair<unsigned int, unsigned int> convolved_dims)
+{
+ ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input, output, convolved_dims));
+ return Status{};
+}
+
void CLCol2ImKernel::run(const Window &window, cl::CommandQueue &queue)
{
ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this);