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| author | Michalis Spyrou <michalis.spyrou@arm.com> | 2018-06-15 16:15:26 +0100 |
|---|---|---|
| committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:54:54 +0000 |
| commit | d1794ebfa10d05af7d2458c5d506152fd38068d3 (patch) | |
| tree | e3f286aaba86b1f0bcda3390ad4d8af96b965fc7 /src/core/CL/kernels/CLReductionOperationKernel.cpp | |
| parent | 7777b1aa865d3c17dcef31573d44fae421176109 (diff) | |
| download | ComputeLibrary-d1794ebfa10d05af7d2458c5d506152fd38068d3.tar.gz | |
COMPMID-1226 Extend CLMeanStdDev to support FP32 / FP16
- Extend support for FP16 in CLReduction.
- For F16/F32 MeanStdDev we perform one reduction operation for mean
and one for stddev and we calculate the final result in the host CPU.
Change-Id: Iad2099f26c0ba7969737d22f00c6c275634d875c
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135870
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Diffstat (limited to 'src/core/CL/kernels/CLReductionOperationKernel.cpp')
| -rw-r--r-- | src/core/CL/kernels/CLReductionOperationKernel.cpp | 4 |
1 files changed, 2 insertions, 2 deletions
diff --git a/src/core/CL/kernels/CLReductionOperationKernel.cpp b/src/core/CL/kernels/CLReductionOperationKernel.cpp index d64f0d89c5..95967fa974 100644 --- a/src/core/CL/kernels/CLReductionOperationKernel.cpp +++ b/src/core/CL/kernels/CLReductionOperationKernel.cpp @@ -44,7 +44,7 @@ Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output, u ARM_COMPUTE_UNUSED(op); ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, output); - 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_layout() != DataLayout::NCHW); ARM_COMPUTE_RETURN_ERROR_ON_MSG(axis >= TensorShape::num_max_dimensions, "Reduction axis greater than max number of dimensions"); @@ -69,7 +69,7 @@ std::tuple<Status, Window> validate_and_configure_window(ITensorInfo *input, ITe const unsigned int num_elems_processed_per_iteration = 16; Window win = calculate_max_window(*input, Steps(num_elems_processed_per_iteration)); - const unsigned int border_width = ((input->dimension(0) % 128) != 0) ? 128 - input->dimension(0) % 128 : 0; // TODO (COMPMID-1143): Fix padding (possible value 127!) + const unsigned int border_width = ((input->dimension(0) % num_elems_processed_per_iteration) != 0) ? num_elems_processed_per_iteration - input->dimension(0) % num_elems_processed_per_iteration : 0; AccessWindowStatic input_access(input, 0, 0, input->dimension(0) + border_width, 1); AccessWindowHorizontal output_access(output, 0, 1); |