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authorPablo Marquez Tello <pablo.tello@arm.com>2023-06-09 11:22:29 +0100
committerPablo Marquez Tello <pablo.tello@arm.com>2023-06-12 14:38:56 +0000
commit48cfd5f7895f13167e4e9cd974dbc1e983e04ed7 (patch)
treec0fd7affd81be24dffd2d506a3940879f299aff4 /arm_compute/core/Types.h
parent78a17a1a4f81b2ba8462941c23b8914380257579 (diff)
downloadComputeLibrary-48cfd5f7895f13167e4e9cd974dbc1e983e04ed7.tar.gz
Refactor activation LUT computation
* Moving the code out of Types.h will help with the compilation time. * Added LUT support for all other activation functions. * Resolves COMPMID-6292 Change-Id: I1b5f0b21f03237447163276b8796b2aeb3fdd45c Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9749 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/core/Types.h')
-rw-r--r--arm_compute/core/Types.h107
1 files changed, 2 insertions, 105 deletions
diff --git a/arm_compute/core/Types.h b/arm_compute/core/Types.h
index 09b77b5a11..2613d46d14 100644
--- a/arm_compute/core/Types.h
+++ b/arm_compute/core/Types.h
@@ -1721,66 +1721,11 @@ public:
{
return _lut;
}
-
- void init_lut(DataType data_type, const UniformQuantizationInfo &qi_in, const UniformQuantizationInfo &qi_out)
+ void setLookupTable256(LookupTable256 &lut)
{
- if(_act == ActivationFunction::HARD_SWISH)
- {
- if(data_type == DataType::QASYMM8)
- {
- qasymm8_hard_swish_populate_table(_lut, qi_in, qi_out);
- }
- else
- {
- qasymm8_signed_hard_swish_populate_table(_lut, qi_in, qi_out);
- }
- }
- else if(_act == ActivationFunction::LEAKY_RELU)
- {
- if(data_type == DataType::QASYMM8)
- {
- qasymm8_leaky_relu_populate_table(_lut, qi_in, qi_out, _a);
- }
- else
- {
- qasymm8_signed_leaky_relu_populate_table(_lut, qi_in, qi_out, _a);
- }
- }
- else if(_act == ActivationFunction::LOGISTIC)
- {
- if(data_type == DataType::QASYMM8)
- {
- qasymm8_logistic_populate_table(_lut, qi_in, qi_out);
- }
- else
- {
- qasymm8_signed_logistic_populate_table(_lut, qi_in, qi_out);
- }
- }
+ _lut = std::move(lut);
}
#endif // __aarch64__
-
- static inline bool is_lut_supported(ActivationFunction act_func, DataType data_type)
- {
-#ifdef __aarch64__
- switch(act_func)
- {
- case ActivationFunction::HARD_SWISH:
- return data_type == DataType::QASYMM8 || data_type == DataType::QASYMM8_SIGNED;
- case ActivationFunction::LEAKY_RELU:
- return data_type == DataType::QASYMM8 || data_type == DataType::QASYMM8_SIGNED;
- case ActivationFunction::LOGISTIC:
- return data_type == DataType::QASYMM8 || data_type == DataType::QASYMM8_SIGNED;
- default:
- return false;
- }
-#else // __aarch64__
- ARM_COMPUTE_UNUSED(act_func);
- ARM_COMPUTE_UNUSED(data_type);
- return false;
-#endif // __aarch64__
- }
-
private:
ActivationFunction _act = { ActivationLayerInfo::ActivationFunction::IDENTITY };
float _a = {};
@@ -1789,54 +1734,6 @@ private:
#ifdef __aarch64__
LookupTable256 _lut = {};
-
- static inline void qasymm8_hard_swish_populate_table(LookupTable256 &lut, const UniformQuantizationInfo &qi_in, const UniformQuantizationInfo &qi_out)
- {
- for(size_t i = 0; i < lut.size(); ++i)
- {
- lut[i] = qasymm8_hard_swish(i, qi_in, qi_out);
- }
- }
-
- static inline void qasymm8_signed_hard_swish_populate_table(LookupTable256 &lut, const UniformQuantizationInfo &qi_in, const UniformQuantizationInfo &qi_out)
- {
- for(size_t i = 0; i < lut.size(); ++i)
- {
- lut[i] = qasymm8_signed_hard_swish(i, qi_in, qi_out);
- }
- }
-
- static inline void qasymm8_leaky_relu_populate_table(LookupTable256 &lut, const UniformQuantizationInfo &qi_in, const UniformQuantizationInfo &qi_out, float alpha)
- {
- for(size_t i = 0; i < lut.size(); ++i)
- {
- lut[i] = qasymm8_leaky_relu(i, qi_in, qi_out, alpha);
- }
- }
-
- static inline void qasymm8_signed_leaky_relu_populate_table(LookupTable256 &lut, const UniformQuantizationInfo &qi_in, const UniformQuantizationInfo &qi_out, float alpha)
- {
- for(size_t i = 0; i < lut.size(); ++i)
- {
- lut[i] = qasymm8_signed_leaky_relu(i, qi_in, qi_out, alpha);
- }
- }
-
- static inline void qasymm8_logistic_populate_table(LookupTable256 &lut, const UniformQuantizationInfo &qi_in, const UniformQuantizationInfo &qi_out)
- {
- for(size_t i = 0; i < lut.size(); ++i)
- {
- lut[i] = qasymm8_logistic(i, qi_in, qi_out);
- }
- }
-
- static inline void qasymm8_signed_logistic_populate_table(LookupTable256 &lut, const UniformQuantizationInfo &qi_in, const UniformQuantizationInfo &qi_out)
- {
- for(size_t i = 0; i < lut.size(); ++i)
- {
- lut[i] = qasymm8_signed_logistic(static_cast<int8_t>(i), qi_in, qi_out);
- }
- }
#endif // __aarch64__
};