diff options
author | Freddie Liardet <frederick.liardet@arm.com> | 2021-04-22 14:55:17 +0100 |
---|---|---|
committer | frederick.liardet <frederick.liardet@arm.com> | 2021-04-28 14:17:10 +0000 |
commit | e92b0458a0432254f8e49bc306aebfe172bb4d0e (patch) | |
tree | c22bfced606c2b00990b74032c1bcd70529b74ca /src/runtime/CL/functions/CLDirectDeconvolutionLayer.cpp | |
parent | a47dcc229d912d4e4bb5afa37220d20451f243a7 (diff) | |
download | ComputeLibrary-e92b0458a0432254f8e49bc306aebfe172bb4d0e.tar.gz |
Add per-channel quantization support for CLDeconvolutionLayer
Add QSYMM8_PER_CHANNEL support on weight input for CLDeconvolutionLayer.
When weights are per-channel quantized type "Direct" method is always
used.
Also reduce number of QSYMM8_PER_CHANNEL tests for NEDeconvolutionLayer.
Resolves: COMPMID-3438
Signed-off-by: Freddie Liardet <frederick.liardet@arm.com>
Change-Id: I1330cac5142e19d21e322574fb8d912558745b02
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5484
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/runtime/CL/functions/CLDirectDeconvolutionLayer.cpp')
-rw-r--r-- | src/runtime/CL/functions/CLDirectDeconvolutionLayer.cpp | 8 |
1 files changed, 6 insertions, 2 deletions
diff --git a/src/runtime/CL/functions/CLDirectDeconvolutionLayer.cpp b/src/runtime/CL/functions/CLDirectDeconvolutionLayer.cpp index d802ef2dc9..00d9a9ec89 100644 --- a/src/runtime/CL/functions/CLDirectDeconvolutionLayer.cpp +++ b/src/runtime/CL/functions/CLDirectDeconvolutionLayer.cpp @@ -74,7 +74,12 @@ Status CLDirectDeconvolutionLayer::validate(const ITensorInfo *input, const ITen const TensorShape output_shape = compute_deconvolution_output_shape(out_dims, *input, *weights); - ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output, weights); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); + + if(input->data_type() != weights->data_type()) + { + ARM_COMPUTE_RETURN_ERROR_ON(weights->data_type() != DataType::QSYMM8_PER_CHANNEL || !is_data_type_quantized_asymmetric(input->data_type())); + } if(bias != nullptr) { @@ -227,7 +232,6 @@ void CLDirectDeconvolutionLayer::prepare() { _weights_flipped.allocator()->free(); } - _is_prepared = true; } } |