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author | Georgios Pinitas <georgios.pinitas@arm.com> | 2017-11-03 19:01:44 +0000 |
---|---|---|
committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | f9d3a0a12ede4db89348fd924274c9acc6809bb2 (patch) | |
tree | 73080e4a230c4db248d6f9e16181eab09c8168dc /src/core/CL/kernels/CLBatchNormalizationLayerKernel.cpp | |
parent | d6afedc775220f17317f1835a4d18b72a54525de (diff) | |
download | ComputeLibrary-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.cpp | 38 |
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); |