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| author | Manuel Bottini <manuel.bottini@arm.com> | 2019-12-10 15:28:40 +0000 |
|---|---|---|
| committer | Georgios Pinitas <georgios.pinitas@arm.com> | 2020-01-09 11:38:00 +0000 |
| commit | 8481d833783589e70191c6388c93685b4fc4a0b8 (patch) | |
| tree | 98e171bf013ad86bfe021bcc5c5a03e8634094d1 /src/core/CL/cl_kernels/helpers_asymm.h | |
| parent | a35980546c00ae1647ce033b061530607a5ad1e4 (diff) | |
| download | ComputeLibrary-8481d833783589e70191c6388c93685b4fc4a0b8.tar.gz | |
COMPMID-2753: Add support for QASYMM8_SIGNED in CL kernels/functions
Change-Id: I7ed2d43f33458ba0571323f6fa9dc2e45fcd672a
Signed-off-by: Manuel Bottini <manuel.bottini@arm.com>
Reviewed-on: https://review.mlplatform.org/c/2516
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Diffstat (limited to 'src/core/CL/cl_kernels/helpers_asymm.h')
| -rw-r--r-- | src/core/CL/cl_kernels/helpers_asymm.h | 21 |
1 files changed, 19 insertions, 2 deletions
diff --git a/src/core/CL/cl_kernels/helpers_asymm.h b/src/core/CL/cl_kernels/helpers_asymm.h index 09409dc5e9..5a7c7126dc 100644 --- a/src/core/CL/cl_kernels/helpers_asymm.h +++ b/src/core/CL/cl_kernels/helpers_asymm.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2017-2019 ARM Limited. + * Copyright (c) 2017-2020 ARM Limited. * * SPDX-License-Identifier: MIT * @@ -64,6 +64,19 @@ inline float dequantize_qasymm8(uchar input, float offset, float scale) return ((float)input - offset) * scale; } +/** Dequantize a scalar value from signed 8-bit asymmetric to floating-point + * + * @param[in] input Input value to quantize + * @param[in] offset Quantization offset + * @param[in] scale Quantization scale + * + * @return quantized value + */ +inline float dequantize_qasymm8_signed(char input, float offset, float scale) +{ + return ((float)input - offset) * scale; +} + /** Quantize a vector of values from floating-point * * @param[in] type Output data type. @@ -91,7 +104,7 @@ inline float dequantize_qasymm8(uchar input, float offset, float scale) #define DEQUANTIZE_IMPL(type, size) \ inline VEC_DATA_TYPE(float, size) dequantize_##type##size(VEC_DATA_TYPE(type, size) input, float offset, float scale) \ { \ - return (CONVERT(input, VEC_DATA_TYPE(float, 4)) - offset) * scale; \ + return (CONVERT(input, VEC_DATA_TYPE(float, size)) - offset) * scale; \ } /** Correctly-rounded-to-nearest division by a power-of-two. @@ -384,10 +397,14 @@ inline float dequantize_qasymm8(uchar input, float offset, float scale) #define ASYMM_ROUNDING_HALF_SUM(a, b, size) asymm_rounding_half_sum##size(a, b) #define ASYMM_RESCALE(value, src_integer_bits, dst_integer_bits, size) asymm_rescale##size(value, src_integer_bits, dst_integer_bits) +QUANTIZE_IMPL(uchar, 1) +QUANTIZE_IMPL(char, 1) QUANTIZE_IMPL(uchar, 4) QUANTIZE_IMPL(ushort, 4) QUANTIZE_IMPL(short, 4) +DEQUANTIZE_IMPL(uchar, 1) +DEQUANTIZE_IMPL(char, 1) DEQUANTIZE_IMPL(uchar, 4) DEQUANTIZE_IMPL(ushort, 4) DEQUANTIZE_IMPL(short, 4) |