diff options
Diffstat (limited to 'arm_compute/core/Types.h')
| -rw-r--r-- | arm_compute/core/Types.h | 38 |
1 files changed, 35 insertions, 3 deletions
diff --git a/arm_compute/core/Types.h b/arm_compute/core/Types.h index 4524976d6b..94fe1a07f4 100644 --- a/arm_compute/core/Types.h +++ b/arm_compute/core/Types.h @@ -1680,6 +1680,7 @@ public: return _enabled; } +#ifdef __aarch64__ const LookupTable256 &lut() const { return _lut; @@ -1687,7 +1688,27 @@ public: void init_lut(const UniformQuantizationInfo &qi_in, const UniformQuantizationInfo &qi_out) { - qasymm8_hard_swish_populate_table(_lut, qi_in, qi_out); + if(_act == ActivationFunction::HARD_SWISH) + { + qasymm8_hard_swish_populate_table(_lut, qi_in, qi_out); + } + else if(_act == ActivationFunction::LEAKY_RELU) + { + qasymm8_leaky_relu_populate_table(_lut, qi_in, qi_out, _a); + } + } +#endif // __aarch64__ + + static inline bool is_lut_supported(ActivationFunction act_func, DataType data_type) + { +#ifdef __aarch64__ + auto supported = (data_type == DataType::QASYMM8 && (act_func == ActivationFunction::HARD_SWISH || act_func == ActivationFunction::LEAKY_RELU)); + return supported; +#else // __aarch64__ + ARM_COMPUTE_UNUSED(act_func); + ARM_COMPUTE_UNUSED(data_type); + return false; +#endif // __aarch64__ } private: @@ -1695,15 +1716,26 @@ private: float _a = {}; float _b = {}; bool _enabled = { false }; - LookupTable256 _lut = {}; - inline void qasymm8_hard_swish_populate_table(LookupTable256 &lut, const UniformQuantizationInfo &qi_in, const UniformQuantizationInfo &qi_out) +#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_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); + } + } +#endif // __aarch64__ }; /** Fully connected layer info */ |