Activation
ReLU, LeakyReLU, PReLU, Hard-Swish, Logistic, Tanh, and clamp. 27 functions, declared in 2 modules.
| Function | Summary | Module |
|---|---|---|
arm_clamp_s16 |
S16 clamp function. | arm_nnfunctions.h |
arm_clamp_s8 |
S8 clamp function. | arm_nnfunctions.h |
arm_hard_swish_compat_s8 |
S8 Hard-Swish activation function (compatibility version). | arm_nnfunctions.h |
arm_hard_swish_f16 |
Hard swish activation for float16 data. | Activation Functions |
arm_hard_swish_f32 |
Hard swish activation for float32 data. | Activation Functions |
arm_hard_swish_precise_s16 |
S16 Hard-Swish activation function (precise version). | arm_nnfunctions.h |
arm_hard_swish_precise_s8 |
S8 Hard-Swish activation function (precise version). | arm_nnfunctions.h |
arm_leaky_relu_s16 |
S16 Leaky ReLU activation function. | arm_nnfunctions.h |
arm_leaky_relu_s8 |
S8 Leaky ReLU activation function. | arm_nnfunctions.h |
arm_logistic_s16 |
Logistic activation function for s16. | arm_nnfunctions.h |
arm_nn_activation_f16 |
Elementwise activation. | Activation Functions |
arm_nn_activation_f32 |
Elementwise activation. | Activation Functions |
arm_nn_activation_s16 |
s16 neural network activation function using direct table look-up | arm_nnfunctions.h |
arm_prelu_f16 |
Parametric ReLU for float32 data. | Activation Functions |
arm_prelu_f32 |
Parametric ReLU for float32 data. | Activation Functions |
arm_prelu_s16 |
S16 PReLU activation function. | arm_nnfunctions.h |
arm_prelu_s8 |
S8 PReLU activation function. | arm_nnfunctions.h |
arm_prelu_scalar_s16 |
Scalar S16 PReLU activation function. | arm_nnfunctions.h |
arm_prelu_scalar_s8 |
Scalar S8 PReLU activation function. | arm_nnfunctions.h |
arm_relu_generic_s16 |
S16 ReLU activation function (generic version) This generic version allows to set custom lower and upper bounds to implement ReLU6, etc. | arm_nnfunctions.h |
arm_relu_generic_s8 |
S8 ReLU activation function (generic version) This generic version allows to set custom lower and upper bounds to implement ReLU6, etc. | arm_nnfunctions.h |
arm_relu_q15 |
Q15 RELU function. | arm_nnfunctions.h |
arm_relu_q7 |
Q7 RELU function. | arm_nnfunctions.h |
arm_relu_s16 |
S16 ReLU activation function lower and upper bounds are quantized representations of 0 and 32767. | arm_nnfunctions.h |
arm_relu_s8 |
S8 ReLU activation function lower and upper bounds are quantized representations of 0 and 127. | arm_nnfunctions.h |
arm_relu6_q7 |
Q7 RELU6 function. | arm_nnfunctions.h |
arm_tanh_s16 |
Tanh activation function for s16. | arm_nnfunctions.h |