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| author | Freddie Liardet <frederick.liardet@arm.com> | 2021-04-06 15:59:28 +0100 |
|---|---|---|
| committer | Georgios Pinitas <georgios.pinitas@arm.com> | 2021-04-07 16:46:47 +0000 |
| commit | 9d061b0c2a71f24c7fb00184e9409aaeea37f78d (patch) | |
| tree | 80a487dda022fae84cdf09fa26df16a4186deb9f /tests/validation/reference/DeconvolutionLayer.h | |
| parent | 37d65e4fd036529a2c7567f1987235d0b0258ab0 (diff) | |
| download | ComputeLibrary-9d061b0c2a71f24c7fb00184e9409aaeea37f78d.tar.gz | |
Add per channel quantization support for NEDeconvolutionLayer
Add QSYMM8_PER_CHANNEL support on weight input for NEDeconvolutionLayer and reference version.
Resolves: COMPMID-3437
Signed-off-by: Freddie Liardet <frederick.liardet@arm.com>
Change-Id: I7c9a28d4d0fea324ed8e5a24fbd0422e5ede145c
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5364
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Diffstat (limited to 'tests/validation/reference/DeconvolutionLayer.h')
| -rw-r--r-- | tests/validation/reference/DeconvolutionLayer.h | 10 |
1 files changed, 5 insertions, 5 deletions
diff --git a/tests/validation/reference/DeconvolutionLayer.h b/tests/validation/reference/DeconvolutionLayer.h index 07b9a531a7..16f0d9ae59 100644 --- a/tests/validation/reference/DeconvolutionLayer.h +++ b/tests/validation/reference/DeconvolutionLayer.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2017-2020 Arm Limited. + * Copyright (c) 2017-2021 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -39,16 +39,16 @@ namespace reference * * src Input tensor. 3 lower dimensions represent a single input, and an optional 4th dimension for batch of inputs. * Data types supported: QASYMM8/QASYMM8_SIGNED/F32/F16. - * weights The 4d weights with dimensions [width, height, OFM, IFM]. Data type supported: Same as @p input. + * weights The 4d weights with dimensions [width, height, OFM, IFM]. Data type supported: Same as @p input, also could be QSYMM8_PER_CHANNEL if input is QASYMM8/QASYMM8_SIGNED. * bias Optional, ignored if NULL. The biases have one dimension. - * Data type supported: Same as @p input, except for input of QASYMM8 and QASYMM8_SIGNED type where biases should be of S32 type + * Data type supported: Same as @p input, except for input of QASYMM8/QASYMM8_SIGNED types where biases should be of S32 type * output_shape Output tensor shape. The output has the same number of dimensions as the @p input. * info Contains padding and policies to be used in the deconvolution, this is decribed in @ref PadStrideInfo. * a The number of zeros added to right and top edges of the input. * */ -template <typename T, typename TB> -SimpleTensor<T> deconvolution_layer(const SimpleTensor<T> &src, const SimpleTensor<T> &weights, const SimpleTensor<TB> &bias, const TensorShape &output_shape, const PadStrideInfo &info, +template <typename T, typename TW, typename TB> +SimpleTensor<T> deconvolution_layer(const SimpleTensor<T> &src, const SimpleTensor<TW> &weights, const SimpleTensor<TB> &bias, const TensorShape &output_shape, const PadStrideInfo &info, QuantizationInfo out_qinfo = QuantizationInfo()); } // namespace reference } // namespace validation |