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-rw-r--r--src/core/CL/kernels/CLInstanceNormalizationLayerKernel.cpp3
-rw-r--r--src/core/NEON/kernels/NEInstanceNormalizationLayerKernel.cpp4
-rw-r--r--src/core/TensorInfo.cpp7
-rw-r--r--src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp2
4 files changed, 12 insertions, 4 deletions
diff --git a/src/core/CL/kernels/CLInstanceNormalizationLayerKernel.cpp b/src/core/CL/kernels/CLInstanceNormalizationLayerKernel.cpp
index a03322b61d..0f208573a1 100644
--- a/src/core/CL/kernels/CLInstanceNormalizationLayerKernel.cpp
+++ b/src/core/CL/kernels/CLInstanceNormalizationLayerKernel.cpp
@@ -44,13 +44,14 @@ Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output, f
ARM_COMPUTE_UNUSED(beta);
ARM_COMPUTE_RETURN_ERROR_ON_MSG(epsilon == 0.f, "Epsilon must be different than 0");
- ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::F16, DataType::F32);
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_NOT_IN(input, DataType::F16, DataType::F32);
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_DATA_LAYOUT(input, output);
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(input->num_channels() != output->num_channels(), "Input and output have different number of channels");
}
return Status{};
diff --git a/src/core/NEON/kernels/NEInstanceNormalizationLayerKernel.cpp b/src/core/NEON/kernels/NEInstanceNormalizationLayerKernel.cpp
index 31d982c4e3..7fc93617b2 100644
--- a/src/core/NEON/kernels/NEInstanceNormalizationLayerKernel.cpp
+++ b/src/core/NEON/kernels/NEInstanceNormalizationLayerKernel.cpp
@@ -145,7 +145,7 @@ Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output, f
ARM_COMPUTE_UNUSED(beta);
ARM_COMPUTE_RETURN_ERROR_ON_MSG(epsilon == 0.f, "Epsilon must be different than 0");
- ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::F16, DataType::F32);
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_NOT_IN(input, DataType::F16, DataType::F32);
ARM_COMPUTE_RETURN_ERROR_ON_MSG(input->data_layout() == DataLayout::NHWC, "NHWC data layout is not supported by the kernel directly");
if(output != nullptr && output->total_size() != 0)
@@ -153,8 +153,8 @@ Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output, f
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_DATA_LAYOUT(input, output);
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG(input->num_channels() != output->num_channels(), "Input and output have different number of channels");
}
-
return Status{};
}
diff --git a/src/core/TensorInfo.cpp b/src/core/TensorInfo.cpp
index cd36e8be2c..cc13b39a24 100644
--- a/src/core/TensorInfo.cpp
+++ b/src/core/TensorInfo.cpp
@@ -91,6 +91,13 @@ TensorInfo::TensorInfo(const TensorShape &tensor_shape, size_t num_channels, Dat
_quantization_info = std::move(quantization_info);
}
+TensorInfo::TensorInfo(const TensorShape &tensor_shape, size_t num_channels, DataType data_type, DataLayout data_layout)
+ : TensorInfo()
+{
+ init(tensor_shape, num_channels, data_type);
+ _data_layout = data_layout;
+}
+
TensorInfo::TensorInfo(const HOGInfo &hog_info, unsigned int width, unsigned int height)
: TensorInfo()
{
diff --git a/src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp b/src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp
index 295f80af95..d7cb7de627 100644
--- a/src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp
+++ b/src/runtime/NEON/functions/NEInstanceNormalizationLayer.cpp
@@ -64,7 +64,7 @@ void NEInstanceNormalizationLayer::configure(ITensor *input, ITensor *output, fl
Status NEInstanceNormalizationLayer::validate(const ITensorInfo *input, const ITensorInfo *output, float gamma, float beta, float epsilon)
{
- return NEInstanceNormalizationLayerKernel::validate(input, &output->clone()->set_data_layout(DataLayout::NCHW), gamma, beta, epsilon);
+ return NEInstanceNormalizationLayerKernel::validate(&input->clone()->set_data_layout(DataLayout::NCHW), &output->clone()->set_data_layout(DataLayout::NCHW), gamma, beta, epsilon);
}
void NEInstanceNormalizationLayer::run()