From b76346dd20f8d2be49cd796d6e0427fa1a55f612 Mon Sep 17 00:00:00 2001 From: Georgios Pinitas Date: Mon, 3 Jul 2017 17:10:39 +0100 Subject: COMPMID-417: Autoconfigure for BatchNormalization CL/NEON. Change-Id: I49a410ccd0102699543bfd23a4d9518d781df281 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79563 Tested-by: Kaizen Reviewed-by: Anthony Barbier --- .../NEON/kernels/NEBatchNormalizationLayerKernel.cpp | 19 +++++++++---------- 1 file changed, 9 insertions(+), 10 deletions(-) (limited to 'src/core/NEON') diff --git a/src/core/NEON/kernels/NEBatchNormalizationLayerKernel.cpp b/src/core/NEON/kernels/NEBatchNormalizationLayerKernel.cpp index 9a216aecde..e6f233cf5d 100644 --- a/src/core/NEON/kernels/NEBatchNormalizationLayerKernel.cpp +++ b/src/core/NEON/kernels/NEBatchNormalizationLayerKernel.cpp @@ -128,17 +128,16 @@ void batch_normalization_fp32(const ITensor *in, ITensor *out, const ITensor *me void NEBatchNormalizationLayerKernel::configure(const ITensor *input, ITensor *output, const ITensor *mean, const ITensor *var, const ITensor *beta, const ITensor *gamma, float epsilon) { ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QS8, DataType::F32); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::QS8, DataType::F32); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(mean, 1, DataType::QS8, DataType::F32); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(var, 1, DataType::QS8, DataType::F32); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(gamma, 1, DataType::QS8, DataType::F32); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(beta, 1, DataType::QS8, DataType::F32); + ARM_COMPUTE_ERROR_ON_NULLPTR(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, mean, var, beta, gamma); + ARM_COMPUTE_ERROR_ON_MISMATCHING_FIXED_POINT(input, output, mean, var, beta, gamma); ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input, output); - ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(mean, var); - ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(mean, beta); - ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(mean, gamma); - ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); - ARM_COMPUTE_ERROR_ON_MISMATCHING_FIXED_POINT(input, output); + ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(mean, var, beta, gamma); + ARM_COMPUTE_ERROR_ON(input->info()->dimension(2) != mean->info()->dimension(0)); _input = input; _output = output; -- cgit v1.2.1