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Diffstat (limited to 'src/core/GLES_COMPUTE/kernels/GCBatchNormalizationLayerKernel.cpp')
-rw-r--r--src/core/GLES_COMPUTE/kernels/GCBatchNormalizationLayerKernel.cpp20
1 files changed, 17 insertions, 3 deletions
diff --git a/src/core/GLES_COMPUTE/kernels/GCBatchNormalizationLayerKernel.cpp b/src/core/GLES_COMPUTE/kernels/GCBatchNormalizationLayerKernel.cpp
index dee2a5579b..a41b62fbab 100644
--- a/src/core/GLES_COMPUTE/kernels/GCBatchNormalizationLayerKernel.cpp
+++ b/src/core/GLES_COMPUTE/kernels/GCBatchNormalizationLayerKernel.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2017 ARM Limited.
+ * Copyright (c) 2017-2018 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -42,7 +42,7 @@ GCBatchNormalizationLayerKernel::GCBatchNormalizationLayerKernel()
}
void GCBatchNormalizationLayerKernel::configure(const IGCTensor *input, IGCTensor *output, const IGCTensor *mean, const IGCTensor *var, const IGCTensor *beta, const IGCTensor *gamma,
- float epsilon)
+ float epsilon, ActivationLayerInfo act_info)
{
ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::F16, DataType::F32);
ARM_COMPUTE_ERROR_ON_NULLPTR(output);
@@ -54,7 +54,14 @@ void GCBatchNormalizationLayerKernel::configure(const IGCTensor *input, IGCTenso
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, beta, gamma);
- ARM_COMPUTE_ERROR_ON(input->info()->dimension(2) != mean->info()->dimension(0));
+ if(act_info.enabled())
+ {
+ ARM_COMPUTE_ERROR_ON(input->info()->data_type() != DataType::F32 && input->info()->data_type() != DataType::F16);
+ ARM_COMPUTE_ERROR_ON(act_info.activation() != ActivationLayerInfo::ActivationLayerInfo::ActivationFunction::RELU
+ && act_info.activation() != ActivationLayerInfo::ActivationLayerInfo::ActivationFunction::BOUNDED_RELU
+ && act_info.activation() != ActivationLayerInfo::ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU);
+ ARM_COMPUTE_ERROR_ON(act_info.b() > act_info.a());
+ }
_input = input;
_output = output;
@@ -79,6 +86,13 @@ void GCBatchNormalizationLayerKernel::configure(const IGCTensor *input, IGCTenso
build_opts.emplace(("#define LOCAL_SIZE_Y " + support::cpp11::to_string(1)));
build_opts.emplace(("#define LOCAL_SIZE_Z " + support::cpp11::to_string(1)));
+ if(act_info.enabled())
+ {
+ build_opts.emplace("#define " + string_from_activation_func(act_info.activation()));
+ build_opts.emplace("#define A_VAL " + float_to_string_with_full_precision(act_info.a()));
+ build_opts.emplace("#define B_VAL " + float_to_string_with_full_precision(act_info.b()));
+ }
+
// Create kernel
_kernel = static_cast<GCKernel>(GCKernelLibrary::get().create_kernel("batchnormalization_layer", build_opts));