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| author | Gian Marco Iodice <gianmarco.iodice@arm.com> | 2019-08-21 17:01:53 +0100 |
|---|---|---|
| committer | Michele Di Giorgio <michele.digiorgio@arm.com> | 2019-08-21 17:22:14 +0000 |
| commit | ec8cce82e1c2cdf07ea07a6ffb3a02470d3ab47f (patch) | |
| tree | 1ecf15442c0f6e8c308bf6a7cb28575f791cdb9a /src | |
| parent | 205eed8cf22d221fbee6442df73be9870879c9b5 (diff) | |
| download | ComputeLibrary-ec8cce82e1c2cdf07ea07a6ffb3a02470d3ab47f.tar.gz | |
COMPMID-2602: FullyConnected VTS failure on CL and Neon TENSOR_QUANT8_ASYMM
Change-Id: I918d2b9e6d1297cf78c7e567b2a95406875f82ad
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1782
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src')
| -rw-r--r-- | src/runtime/CL/functions/CLFullyConnectedLayer.cpp | 7 | ||||
| -rw-r--r-- | src/runtime/NEON/functions/NEFullyConnectedLayer.cpp | 7 |
2 files changed, 14 insertions, 0 deletions
diff --git a/src/runtime/CL/functions/CLFullyConnectedLayer.cpp b/src/runtime/CL/functions/CLFullyConnectedLayer.cpp index 87d4c56a0e..c5da649e30 100644 --- a/src/runtime/CL/functions/CLFullyConnectedLayer.cpp +++ b/src/runtime/CL/functions/CLFullyConnectedLayer.cpp @@ -331,6 +331,13 @@ Status CLFullyConnectedLayer::validate(const ITensorInfo *input, const ITensorIn // Validate output stage for asymmetric quantized types if(is_quantized) { + const UniformQuantizationInfo iq_info = input->quantization_info().uniform(); + const UniformQuantizationInfo wq_info = weights->quantization_info().uniform(); + const UniformQuantizationInfo oq_info = output->quantization_info().uniform(); + const float multiplier = iq_info.scale * wq_info.scale / oq_info.scale; + + ARM_COMPUTE_UNUSED(multiplier); + ARM_COMPUTE_RETURN_ERROR_ON(multiplier > 1.0f); ARM_COMPUTE_RETURN_ON_ERROR(CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPoint::validate(&gemmlowp_output, biases, output)); } diff --git a/src/runtime/NEON/functions/NEFullyConnectedLayer.cpp b/src/runtime/NEON/functions/NEFullyConnectedLayer.cpp index 7a74a7ea90..12a5a1d724 100644 --- a/src/runtime/NEON/functions/NEFullyConnectedLayer.cpp +++ b/src/runtime/NEON/functions/NEFullyConnectedLayer.cpp @@ -328,6 +328,13 @@ Status NEFullyConnectedLayer::validate(const ITensorInfo *input, const ITensorIn // Validate output stage for asymmetric quantized types if(is_quantized) { + const UniformQuantizationInfo iq_info = input->quantization_info().uniform(); + const UniformQuantizationInfo wq_info = weights->quantization_info().uniform(); + const UniformQuantizationInfo oq_info = output->quantization_info().uniform(); + const float multiplier = iq_info.scale * wq_info.scale / oq_info.scale; + + ARM_COMPUTE_UNUSED(multiplier); + ARM_COMPUTE_RETURN_ERROR_ON(multiplier > 1.0f); ARM_COMPUTE_RETURN_ON_ERROR(NEGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPoint::validate(&gemmlowp_output, biases, output)); } |