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author | Jonathan Deakin <jonathan.deakin@arm.com> | 2024-01-24 09:15:38 +0000 |
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committer | Radu Salavat <radu.salavat@arm.com> | 2024-04-15 13:52:31 +0000 |
commit | a668f9f8a4eab405df0fe8dd58e7d9425bcf9640 (patch) | |
tree | db16e6af9289897557a58755b88d2c337dcb8650 /tests/validation/reference | |
parent | 34bdffb288d6367cb6dca652ebed60c450854039 (diff) | |
download | ComputeLibrary-a668f9f8a4eab405df0fe8dd58e7d9425bcf9640.tar.gz |
Add s8f32 kernels and dynamic QuantizationInfo
- Add support for QASYMM_SIGNED*QASYMM8_SIGNED->F32 in
CpuGemmLowpMatrixMultiplyCore
- Add s8f32 kernel using existing s8->s32 kernels with a new
DequantizeFloat OutputStage, the structure is similar to Requantize32
but the opposite way around.
- Add SME s8f32 kernels with integrated support for DequantizeFloat.
- Add scale to CpuGemmLowpOffsetContributionKernel.
- Add virtual dequantize scale to gemm_common, only implemented for
gemm_interleaved.
- Update year to 2024 in generate_build_files.
- Add dynamic flag to QuantizationInfo which signals to operators that
it can change after configuration
- Add support for dynamic quantization in NEGEMMLowpMatrixMultiplyCore
- Add dynamic quantization fixture by extending
GEMMLowpGenericMatrixMultiplyCoreValidationFixture
- Add GEMMLowpDequantizedMatrixMultiplyValidationFixture
- Store k (number of cols of A) rather than k_offset in the offset
contribution kernels so that we can recompute it when the other
offsets change
relates to: ONCPUML-1444 MLINFSW-439
Co-authored-by: Milos Puzovic <Milos.Puzovic@arm.com>
Co-authored-by: David Mansell <David.Mansell@arm.com>
Change-Id: I58a3acf2c09289a303e52eea6b336a696a5bc8da
Signed-off-by: Jonathan Deakin <jonathan.deakin@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11022
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/validation/reference')
-rw-r--r-- | tests/validation/reference/QuantizationLayer.cpp | 12 |
1 files changed, 11 insertions, 1 deletions
diff --git a/tests/validation/reference/QuantizationLayer.cpp b/tests/validation/reference/QuantizationLayer.cpp index 27665375c3..b76263bf95 100644 --- a/tests/validation/reference/QuantizationLayer.cpp +++ b/tests/validation/reference/QuantizationLayer.cpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2017-2020 Arm Limited. + * Copyright (c) 2017-2020, 2024 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -80,6 +80,15 @@ SimpleTensor<Tout> quantization_layer(const SimpleTensor<Tin> &src, DataType out dst[i] = quantize_qasymm16((src[i]), qinfo, rounding_policy); } break; + case DataType::F32: +#if defined(_OPENMP) + #pragma omp parallel for +#endif /* _OPENMP */ + for(int i = 0; i < src.num_elements(); ++i) + { + dst[i] = dequantize_s32((src[i]), qinfo); + } + break; default: ARM_COMPUTE_ERROR("Unsupported output data type"); } @@ -127,6 +136,7 @@ template SimpleTensor<uint8_t> quantization_layer(const SimpleTensor<half> &src, template SimpleTensor<uint8_t> quantization_layer(const SimpleTensor<float> &src, DataType output_data_type, const QuantizationInfo &quantization_info); template SimpleTensor<uint16_t> quantization_layer(const SimpleTensor<half> &src, DataType output_data_type, const QuantizationInfo &quantization_info); template SimpleTensor<uint16_t> quantization_layer(const SimpleTensor<float> &src, DataType output_data_type, const QuantizationInfo &quantization_info); +template SimpleTensor<float> quantization_layer(const SimpleTensor<int32_t> &src, DataType output_data_type, const QuantizationInfo &quantization_info); } // namespace reference } // namespace validation } // namespace test |