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authorGiorgio Arena <giorgio.arena@arm.com>2020-12-10 16:49:39 +0000
committerGiorgio Arena <giorgio.arena@arm.com>2020-12-14 13:58:17 +0000
commitea7de7babc319e2fa31c5e1c986e48d6c5370689 (patch)
tree2303791668c67eda76dfb14d07b912af1cb54a17 /src/runtime/CL/functions/CLFFTConvolutionLayer.cpp
parentec241b48ea7481e797285788fd68e5e1d42382bb (diff)
downloadComputeLibrary-ea7de7babc319e2fa31c5e1c986e48d6c5370689.tar.gz
Enable FFT for FP16
Resolves: COMPMID-4051 Change-Id: I0c0bf97212dd281c19d5081e6247e7dc0c23cd6b Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4687 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/runtime/CL/functions/CLFFTConvolutionLayer.cpp')
-rw-r--r--src/runtime/CL/functions/CLFFTConvolutionLayer.cpp17
1 files changed, 10 insertions, 7 deletions
diff --git a/src/runtime/CL/functions/CLFFTConvolutionLayer.cpp b/src/runtime/CL/functions/CLFFTConvolutionLayer.cpp
index 97b64b24f3..45e74df703 100644
--- a/src/runtime/CL/functions/CLFFTConvolutionLayer.cpp
+++ b/src/runtime/CL/functions/CLFFTConvolutionLayer.cpp
@@ -104,14 +104,17 @@ CLFFTConvolutionLayer::CLFFTConvolutionLayer(std::shared_ptr<IMemoryManager> mem
}
void CLFFTConvolutionLayer::configure(ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, const PadStrideInfo &conv_info,
- const ActivationLayerInfo &act_info)
+ const ActivationLayerInfo &act_info, bool enable_fast_math)
{
- configure(CLKernelLibrary::get().get_compile_context(), input, weights, biases, output, conv_info, act_info);
+ configure(CLKernelLibrary::get().get_compile_context(), input, weights, biases, output, conv_info, act_info, enable_fast_math);
}
void CLFFTConvolutionLayer::configure(const CLCompileContext &compile_context, ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, const PadStrideInfo &conv_info,
- const ActivationLayerInfo &act_info)
+ const ActivationLayerInfo &act_info, bool enable_fast_math)
{
+ ARM_COMPUTE_UNUSED(enable_fast_math);
+ ARM_COMPUTE_ERROR_THROW_ON(CLFFTConvolutionLayer::validate(input->info(), weights->info(), biases != nullptr ? biases->info() : nullptr, output->info(), conv_info, act_info, enable_fast_math));
+
_original_weights = weights;
_original_bias = biases;
@@ -265,9 +268,10 @@ void CLFFTConvolutionLayer::configure(const CLCompileContext &compile_context, I
}
Status CLFFTConvolutionLayer::validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output, const PadStrideInfo &conv_info,
- const ActivationLayerInfo &act_info)
+ const ActivationLayerInfo &act_info, bool enable_fast_math)
{
- ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::F32);
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::F16, DataType::F32);
+ ARM_COMPUTE_RETURN_ERROR_ON((input->data_type() == DataType::F16) && !enable_fast_math);
ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, weights);
// Get indices for the width and height
@@ -287,9 +291,8 @@ Status CLFFTConvolutionLayer::validate(const ITensorInfo *input, const ITensorIn
// Validate biases
if(biases != nullptr)
{
- const size_t idx_channels = get_data_layout_dimension_index(input->data_layout(), DataLayoutDimension::CHANNEL);
ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, biases);
- ARM_COMPUTE_RETURN_ERROR_ON(input->tensor_shape()[idx_channels] != biases->tensor_shape().x());
+ ARM_COMPUTE_RETURN_ERROR_ON(weights->tensor_shape()[3] != biases->tensor_shape().x());
}
// Checks performed when output is configured