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authorGeorgios Pinitas <georgios.pinitas@arm.com>2017-11-14 15:32:57 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:35:24 +0000
commit30902ed3befd225cb3a6915223d0941949b8d265 (patch)
tree6f701094ae52e8e4dc41b993febbff404e660c82 /src/core/CL/kernels/CLNormalizationLayerKernel.cpp
parent77f0f879f8a9371e50fb1c5b2b5f7252b839883c (diff)
downloadComputeLibrary-30902ed3befd225cb3a6915223d0941949b8d265.tar.gz
COMPMID-617: Add validation methods to ML CL functions.
Adds validation support to: - CLDirectConvolution - CLNormalizationLayer - CLSoftmaxLayer Change-Id: I9bd1e925e6db057c799169405f82ed21d20b87ee Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95939 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Diffstat (limited to 'src/core/CL/kernels/CLNormalizationLayerKernel.cpp')
-rw-r--r--src/core/CL/kernels/CLNormalizationLayerKernel.cpp42
1 files changed, 29 insertions, 13 deletions
diff --git a/src/core/CL/kernels/CLNormalizationLayerKernel.cpp b/src/core/CL/kernels/CLNormalizationLayerKernel.cpp
index 5d91065783..12e2ca2196 100644
--- a/src/core/CL/kernels/CLNormalizationLayerKernel.cpp
+++ b/src/core/CL/kernels/CLNormalizationLayerKernel.cpp
@@ -47,23 +47,13 @@ BorderSize CLNormalizationLayerKernel::border_size() const
void CLNormalizationLayerKernel::configure(const ICLTensor *input, ICLTensor *output, NormalizationLayerInfo norm_info)
{
- ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QS8, DataType::QS16, DataType::F16, DataType::F32);
- ARM_COMPUTE_ERROR_ON_NULLPTR(output);
+ ARM_COMPUTE_ERROR_ON_NULLPTR(input, output);
// Output tensor auto initialization if not yet initialized
auto_init_if_empty(*output->info(), input->info()->tensor_shape(), 1, input->info()->data_type(), input->info()->fixed_point_position());
- ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input, output);
- ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input, output);
- ARM_COMPUTE_ERROR_ON_MSG(!(norm_info.norm_size() % 2), "Normalization size should be odd");
- ARM_COMPUTE_ERROR_ON_MSG(norm_info.type() == NormType::IN_MAP_2D, "2D In-Map Normalization not implemented");
- if(is_data_type_fixed_point(input->info()->data_type()))
- {
- ARM_COMPUTE_ERROR_ON_MISMATCHING_FIXED_POINT(input, output);
- ARM_COMPUTE_ERROR_ON_VALUE_NOT_REPRESENTABLE_IN_FIXED_POINT(norm_info.beta(), input);
- ARM_COMPUTE_ERROR_ON_VALUE_NOT_REPRESENTABLE_IN_FIXED_POINT(norm_info.kappa(), input);
- ARM_COMPUTE_ERROR_ON_VALUE_NOT_REPRESENTABLE_IN_FIXED_POINT(norm_info.scale_coeff(), input);
- }
+ // Perform validation step
+ ARM_COMPUTE_ERROR_THROW_ON(CLNormalizationLayerKernel::validate(input->info(), output->info(), norm_info));
_input = input;
_output = output;
@@ -118,6 +108,32 @@ void CLNormalizationLayerKernel::configure(const ICLTensor *input, ICLTensor *ou
_config_id += support::cpp11::to_string(input->info()->dimension(1));
}
+Error CLNormalizationLayerKernel::validate(const ITensorInfo *input, const ITensorInfo *output, NormalizationLayerInfo norm_info)
+{
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QS8, DataType::QS16, DataType::F16, DataType::F32);
+ ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(output);
+
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(!(norm_info.norm_size() % 2), "Normalization size should be odd");
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(norm_info.type() == NormType::IN_MAP_2D, "2D In-Map Normalization not implemented");
+
+ if(is_data_type_fixed_point(input->data_type()))
+ {
+ ARM_COMPUTE_RETURN_ERROR_ON_VALUE_NOT_REPRESENTABLE_IN_FIXED_POINT(norm_info.beta(), input);
+ ARM_COMPUTE_RETURN_ERROR_ON_VALUE_NOT_REPRESENTABLE_IN_FIXED_POINT(norm_info.kappa(), input);
+ ARM_COMPUTE_RETURN_ERROR_ON_VALUE_NOT_REPRESENTABLE_IN_FIXED_POINT(norm_info.scale_coeff(), input);
+ }
+
+ // Checks performed when output is configured
+ if(output->total_size() != 0)
+ {
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(input, output);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_FIXED_POINT(input, output);
+ }
+
+ return Error{};
+}
+
void CLNormalizationLayerKernel::run(const Window &window, cl::CommandQueue &queue)
{
ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this);