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authorGeorgios Pinitas <georgios.pinitas@arm.com>2017-11-03 19:01:44 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:35:24 +0000
commitf9d3a0a12ede4db89348fd924274c9acc6809bb2 (patch)
tree73080e4a230c4db248d6f9e16181eab09c8168dc /src/core/CL/kernels/CLBatchNormalizationLayerKernel.cpp
parentd6afedc775220f17317f1835a4d18b72a54525de (diff)
downloadComputeLibrary-f9d3a0a12ede4db89348fd924274c9acc6809bb2.tar.gz
COMPMID-617: Add validation functions.
Added validation routines to the following kernels. -CLActivationLayer -CLBatchNormalizationLayer -CLArithmeticAddition -CLArithmeticSubtraction -CLPixelwiseMultiplication Change-Id: I0f3a03154f9e392279f715af656683cd0ad4cef5 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94595 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'src/core/CL/kernels/CLBatchNormalizationLayerKernel.cpp')
-rw-r--r--src/core/CL/kernels/CLBatchNormalizationLayerKernel.cpp38
1 files changed, 26 insertions, 12 deletions
diff --git a/src/core/CL/kernels/CLBatchNormalizationLayerKernel.cpp b/src/core/CL/kernels/CLBatchNormalizationLayerKernel.cpp
index 43f39f423f..f17091166c 100644
--- a/src/core/CL/kernels/CLBatchNormalizationLayerKernel.cpp
+++ b/src/core/CL/kernels/CLBatchNormalizationLayerKernel.cpp
@@ -45,7 +45,7 @@ CLBatchNormalizationLayerKernel::CLBatchNormalizationLayerKernel()
void CLBatchNormalizationLayerKernel::configure(ICLTensor *input, ICLTensor *output, const ICLTensor *mean, const ICLTensor *var, const ICLTensor *beta, const ICLTensor *gamma,
float epsilon)
{
- ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QS8, DataType::QS16, DataType::F16, DataType::F32);
+ ARM_COMPUTE_ERROR_ON_NULLPTR(input, mean, var, beta, gamma);
_input = input;
_output = output;
@@ -57,21 +57,13 @@ void CLBatchNormalizationLayerKernel::configure(ICLTensor *input, ICLTensor *out
if(output != nullptr)
{
+ ARM_COMPUTE_ERROR_ON_NULLPTR(input->info(), output->info());
// 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_SHAPES(input, output);
- ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input, output, mean, var, beta, gamma);
- ARM_COMPUTE_ERROR_ON_MISMATCHING_FIXED_POINT(input, output, mean, var, beta, gamma);
- }
- else
- {
- ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input, mean, var, beta, gamma);
- ARM_COMPUTE_ERROR_ON_MISMATCHING_FIXED_POINT(input, mean, var, beta, gamma);
}
- ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(mean, var, beta, gamma);
- ARM_COMPUTE_ERROR_ON(input->info()->dimension(2) != mean->info()->dimension(0));
+ ARM_COMPUTE_ERROR_THROW_ON(CLBatchNormalizationLayerKernel::validate(input->info(), (output != nullptr) ? output->info() : nullptr,
+ mean->info(), var->info(), beta->info(), gamma->info(), epsilon));
const unsigned int num_elems_processed_per_iteration = 16 / input->info()->element_size();
@@ -108,6 +100,28 @@ void CLBatchNormalizationLayerKernel::configure(ICLTensor *input, ICLTensor *out
ICLKernel::configure(win);
}
+Error CLBatchNormalizationLayerKernel::validate(const ITensorInfo *input, const ITensorInfo *output,
+ const ITensorInfo *mean, const ITensorInfo *var,
+ const ITensorInfo *beta, const ITensorInfo *gamma,
+ float epsilon)
+{
+ ARM_COMPUTE_UNUSED(epsilon);
+ 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_MISMATCHING_SHAPES(mean, var, beta, gamma);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, mean, var, beta, gamma);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_FIXED_POINT(input, mean, var, beta, gamma);
+ ARM_COMPUTE_RETURN_ERROR_ON(input->dimension(2) != mean->dimension(0));
+
+ if(output != nullptr && output->total_size() != 0)
+ {
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(input, output);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_FIXED_POINT(input, output);
+ }
+
+ return Error{};
+}
+
void CLBatchNormalizationLayerKernel::run(const Window &window, cl::CommandQueue &queue)
{
ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this);