svm_functions_f16.h File Reference

Data Structures
struct	arm_svm_linear_instance_f16
	Instance structure for linear SVM prediction function. More...
struct	arm_svm_polynomial_instance_f16
	Instance structure for polynomial SVM prediction function. More...
struct	arm_svm_rbf_instance_f16
	Instance structure for rbf SVM prediction function. More...
struct	arm_svm_sigmoid_instance_f16
	Instance structure for sigmoid SVM prediction function. More...

Macros
#define	STEP(x)

Functions
__STATIC_INLINE float16_t	arm_exponent_f16 (float16_t x, int32_t nb)
	Integer exponentiation. More...
void	arm_svm_linear_init_f16 (arm_svm_linear_instance_f16 *S, uint32_t nbOfSupportVectors, uint32_t vectorDimension, float16_t intercept, const float16_t *dualCoefficients, const float16_t *supportVectors, const int32_t *classes)
	SVM linear instance init function. More...
void	arm_svm_linear_predict_f16 (const arm_svm_linear_instance_f16 *S, const float16_t *in, int32_t *pResult)
	SVM linear prediction. More...
void	arm_svm_polynomial_init_f16 (arm_svm_polynomial_instance_f16 *S, uint32_t nbOfSupportVectors, uint32_t vectorDimension, float16_t intercept, const float16_t *dualCoefficients, const float16_t *supportVectors, const int32_t *classes, int32_t degree, float16_t coef0, float16_t gamma)
	SVM polynomial instance init function. More...
void	arm_svm_polynomial_predict_f16 (const arm_svm_polynomial_instance_f16 *S, const float16_t *in, int32_t *pResult)
	SVM polynomial prediction. More...
void	arm_svm_rbf_init_f16 (arm_svm_rbf_instance_f16 *S, uint32_t nbOfSupportVectors, uint32_t vectorDimension, float16_t intercept, const float16_t *dualCoefficients, const float16_t *supportVectors, const int32_t *classes, float16_t gamma)
	SVM radial basis function instance init function. More...
void	arm_svm_rbf_predict_f16 (const arm_svm_rbf_instance_f16 *S, const float16_t *in, int32_t *pResult)
	SVM rbf prediction. More...
void	arm_svm_sigmoid_init_f16 (arm_svm_sigmoid_instance_f16 *S, uint32_t nbOfSupportVectors, uint32_t vectorDimension, float16_t intercept, const float16_t *dualCoefficients, const float16_t *supportVectors, const int32_t *classes, float16_t coef0, float16_t gamma)
	SVM sigmoid instance init function. More...
void	arm_svm_sigmoid_predict_f16 (const arm_svm_sigmoid_instance_f16 *S, const float16_t *in, int32_t *pResult)
	SVM sigmoid prediction. More...

Macro Definition Documentation

#define STEP

(

x

)

Function Documentation

__STATIC_INLINE float16_t arm_exponent_f16	(	float16_t	x,
		int32_t	nb
	)

Parameters

[in]	x	value
[in]	nb	integer exponent >= 1

Returns

x^nb