tpt_math_statistics.h File Reference

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Data Structures
struct	tpt_gaussian_naivebayes_f32_s
	instance structure of the floating-point Gaussian naïve bayes estimator More...
struct	tpt_gaussian_naivebayes_f64_s
	instance structure of the floating-point Gaussian naïve bayes estimator More...

Typedefs
typedef struct tpt_gaussian_naivebayes_f32_s	tpt_gaussian_naivebayes_f32_t
	instance structure of the floating-point Gaussian naïve bayes estimator
typedef struct tpt_gaussian_naivebayes_f64_s	tpt_gaussian_naivebayes_f64_t
	instance structure of the floating-point Gaussian naïve bayes estimator

Functions
f32_t	tpt_absmax_val_f32 (const f32_t *aInData, uint32_t aCount)
	Maximum absolute value of the double-precision floating-point vector.
f64_t	tpt_absmax_val_f64 (const f64_t *aInData, uint32_t aCount)
	Maximum absolute value of the double-precision floating-point vector.
q7_t	tpt_absmax_val_q7 (const q7_t *aInData, uint32_t aCount)
	Maximum absolute value of the q7 vector.
q15_t	tpt_absmax_val_q15 (const q15_t *aInData, uint32_t aCount)
	Maximum absolute value of the q15 vector.
q31_t	tpt_absmax_val_q31 (const q31_t *aInData, uint32_t aCount)
	Maximum absolute value of the q31 vector.
f32_t	tpt_absmin_val_f32 (const f32_t *aInData, uint32_t aCount)
	Minimum absolute value of the single-precision floating-point vector.
f64_t	tpt_absmin_val_f64 (const f64_t *aInData, uint32_t aCount)
	Minimum absolute value of the single-precision floating-point vector.
q7_t	tpt_absmin_val_q7 (const q7_t *aInData, uint32_t aCount)
	Minimum absolute value of the q7 vector.
q15_t	tpt_absmin_val_q15 (const q15_t *aInData, uint32_t aCount)
	Minimum absolute value of the q15 vector.
q31_t	tpt_absmin_val_q31 (const q31_t *aInData, uint32_t aCount)
	Minimum absolute value of the q31 vector.
void	tpt_mse_f32 (f32_t *aOutData, const f32_t *aInDataA, const f32_t *aInDataB, uint32_t aCount)
	Mean square error value of f32 vector.
void	tpt_mse_f64 (f64_t *aResult, const f64_t *pSrcA, const f64_t *pSrcB, uint32_t blockSize)
	Mean square error value of f32 vector.
void	tpt_mse_q7 (q7_t *aOutData, const q7_t *aInDataA, const q7_t *aInDataB, uint32_t aCount)
	Mean square error value of q7 vector.
void	tpt_mse_q15 (q15_t *aOutData, const q15_t *aInDataA, const q15_t *aInDataB, uint32_t aCount)
	Mean square error value of q15 vector.
void	tpt_mse_q31 (q31_t *aOutData, const q31_t *aInDataA, const q31_t *aInDataB, uint32_t aCount)
	Mean square error value of q31 vector.
f32_t	tpt_entropy_f32 (const f32_t *aIndata, uint32_t aCount)
	Entropy of the floating-potint vector.
f64_t	tpt_entropy_f64 (const f64_t *aIndata, uint32_t aCount)
	Entropy of the floating-potint vector.
f32_t	tpt_relative_entropy_f32 (const f32_t *aInDataA, const f32_t *aInDataB, uint32_t aCount)
	Relative Entropy of the floating-potint vector.
f64_t	tpt_relative_entropy_f64 (const f64_t *aInDataA, const f64_t *aInDataB, uint32_t aCount)
	Relative Entropy of the floating-potint vector.
f32_t	tpt_lse_f32 (const f32_t *aInData, uint32_t aCount)
	Log-Sum-Exp of the floating-point vector.
f64_t	tpt_lse_f64 (const f64_t *aInData, uint32_t aCount)
	Log-Sum-Exp of the floating-point vector.
f32_t	tpt_lse_dprod_f32 (const f32_t *aInDataA, const f32_t *aInDataB, uint32_t aCount, f32_t *aBuffer)
	Dot product with Log-Sum-Exp of the floating-point vector.
f64_t	tpt_lse_dprod_f64 (const f64_t *aInDataA, const f64_t *aInDataB, uint32_t aCount, f64_t *aBuffer)
	Dot product with Log-Sum-Exp of the floating-point vector.
uint32_t	tpt_gaussian_naive_bayes_est_f32 (const tpt_gaussian_naivebayes_f32_t *aInstance, const f32_t *aInData, f32_t *aBuf)
	Naive Gaussian Bayesian Estimator.
uint32_t	tpt_gaussian_naive_bayes_est_f64 (const tpt_gaussian_naivebayes_f64_t *aInstance, const f64_t *aInData, f64_t *aBuf)
	Naive Gaussian Bayesian Estimator.
void	tpt_max_f32 (f32_t *aResult, uint32_t *aIndex, const f32_t *aInData, uint32_t aCount)
	Maximum value of a floating-point vector.
void	tpt_max_f64 (f64_t *aResult, uint32_t *aIndex, const f64_t *aInData, uint32_t aCount)
	Maximum value of a floating-point vector.
void	tpt_max_q15 (q15_t *aResult, uint32_t *aIndex, const q15_t *aInData, uint32_t aCount)
	Maximum value of a Q15 vector.
void	tpt_max_q31 (q31_t *aResult, uint32_t *aIndex, const q31_t *aInData, uint32_t aCount)
	Maximum value of a Q31 vector.
void	tpt_max_q7 (q7_t *aResult, uint32_t *aIndex, const q7_t *aInData, uint32_t aCount)
	Maximum value of a Q7 vector.
void	tpt_mean_f32 (f32_t *aResult, const f32_t *aInData, uint32_t aCount)
	Mean value of a floating-point vector.
void	tpt_mean_f64 (f64_t *aResult, const f64_t *aInData, uint32_t aCount)
	Mean value of a floating-point vector.
void	tpt_mean_q15 (q15_t *aResult, const q15_t *aInData, uint32_t aCount)
	Mean value of a Q15 vector.
void	tpt_mean_q31 (q31_t *aResult, const q31_t *aInData, uint32_t aCount)
	Mean value of a Q31 vector.
void	tpt_mean_q7 (q7_t *aResult, const q7_t *aInData, uint32_t aCount)
	Mean value of a Q7 vector.
void	tpt_min_f32 (f32_t *aResult, uint32_t *aIndex, const f32_t *aInData, uint32_t aCount)
	Minimum value of a floating-point vector.
void	tpt_min_f64 (f64_t *aResult, uint32_t *pIndex, const f64_t *pSrc, uint32_t blockSize)
	Minimum value of a floating-point vector.
void	tpt_min_q15 (q15_t *aResult, uint32_t *aIndex, const q15_t *aInData, uint32_t aCount)
	Minimum value of a Q15 vector.
void	tpt_min_q31 (q31_t *aResult, uint32_t *aIndex, const q31_t *aInData, uint32_t aCount)
	Minimum value of a Q31 vector.
void	tpt_min_q7 (q7_t *aResult, uint32_t *aIndex, const q7_t *aInData, uint32_t aCount)
	Minimum value of a Q7 vector.
void	tpt_power_f32 (f32_t *aResult, const f32_t *aInData, uint32_t aCount)
	Sum of the squares of the elements of a floating-point vector.
void	tpt_power_f64 (f64_t *aResult, const f64_t *aInData, uint32_t aCount)
	Sum of the squares of the elements of a floating-point vector.
void	tpt_power_q15 (q33_30_t *aResult, const q15_t *aInData, uint32_t aCount)
	Sum of the squares of the elements of a Q15 vector.
void	tpt_power_q31 (q15_48_t *aResult, const q31_t *aInData, uint32_t aCount)
	Sum of the squares of the elements of a Q31 vector.
void	tpt_power_q7 (q17_14_t *aResult, const q7_t *aInData, uint32_t aCount)
	Sum of the squares of the elements of a Q7 vector.
void	tpt_rms_f32 (f32_t *aResult, const f32_t *aInData, uint32_t aCount)
	Root Mean Square of the elements of a floating-point vector.
void	tpt_rms_f64 (f64_t *aResult, const f64_t *aInData, uint32_t aCount)
	Root Mean Square of the elements of a floating-point vector.
void	tpt_rms_q15 (q15_t *aResult, const q15_t *aInData, uint32_t aCount)
	Root Mean Square of the elements of a Q15 vector.
void	tpt_rms_q31 (q31_t *aResult, const q31_t *aInData, uint32_t aCount)
	Root Mean Square of the elements of a Q31 vector.
void	tpt_std_f32 (f32_t *aResult, const f32_t *aInData, uint32_t aCount)
	Standard deviation of the elements of a floating-point vector.
void	tpt_std_f64 (f64_t *aResult, const f64_t *aInData, uint32_t aCount)
	Standard deviation of the elements of a floating-point vector.
void	tpt_std_q15 (q15_t *aResult, const q15_t *aInData, uint32_t aCount)
	Standard deviation of the elements of a Q15 vector.
void	tpt_std_q31 (q31_t *aResult, const q31_t *aInData, uint32_t aCount)
	Standard deviation of the elements of a Q31 vector.
void	tpt_var_f32 (f32_t *aResult, const f32_t *aInData, uint32_t aCount)
	Variance of the elements of a floating-point vector.
void	tpt_var_f64 (f64_t *aResult, const f64_t *aInData, uint32_t aCount)
	Variance of the elements of a floating-point vector.
void	tpt_var_q15 (q15_t *aResult, const q15_t *aInData, uint32_t aCount)
	Variance of the elements of a Q15 vector.
void	tpt_var_q31 (q31_t *aResult, const q31_t *aInData, uint32_t aCount)
	Variance of the elements of a Q31 vector.
void	tpt_absmax_f16 (f16_t *aResult, uint32_t *aIndex, const f16_t *aInData, uint32_t aCount)
	Maximum value of absolute values of a floating-point vector.
void	tpt_absmax_f32 (f32_t *aResult, uint32_t *aIndex, const f32_t *aInData, uint32_t aCount)
	Maximum value of absolute values of a floating-point vector.
void	tpt_absmax_f64 (f64_t *aResult, uint32_t *aIndex, const f64_t *aInData, uint32_t aCount)
	Maximum value of absolute values of a floating-point vector.
void	tpt_absmax_no_idx_q7 (q7_t *aResult, const q7_t *aInData, uint32_t aCount)
	Maximum value of absolute values of a Q7 vector.
void	tpt_absmax_no_idx_f32 (f32_t *aResult, const f32_t *pSrc, uint32_t blockSize)
	Maximum value of absolute values of a floating-point vector.
void	tpt_absmax_no_idx_f64 (f64_t *aResult, const f64_t *pSrc, uint32_t blockSize)
	Maximum value of absolute values of a floating-point vector.
void	tpt_absmax_no_idx_q15 (q15_t *aResult, const q15_t *pSrc, uint32_t blockSize)
	Maximum value of absolute values of a Q15 vector.
void	tpt_absmax_no_idx_q31 (q31_t *aResult, const q31_t *pSrc, uint32_t blockSize)
	Maximum value of absolute values of a Q31 vector.
void	tpt_absmax_q7 (q7_t *aResult, uint32_t *pIndex, const q7_t *pSrc, uint32_t blockSize)
	Maximum value of absolute values of a Q7 vector.
void	tpt_absmax_q15 (q15_t *aResult, uint32_t *aIndex, const q15_t *aInData, uint32_t aCount)
	Maximum value of absolute values of a Q15 vector.
void	tpt_absmax_q31 (q31_t *aResult, uint32_t *aIndex, const q31_t *aInData, uint32_t aCount)
	Maximum value of absolute values of a Q31 vector.
void	tpt_absmin_f32 (f32_t *aResult, uint32_t *pIndex, const f32_t *pSrc, uint32_t blockSize)
	Minimum value of absolute values of a floating-point vector.
void	tpt_absmin_f64 (f64_t *aResult, uint32_t *pIndex, const f64_t *pSrc, uint32_t blockSize)
	Minimum value of absolute values of a floating-point vector.
void	tpt_absmin_no_idx_f16 (f16_t *aResult, const f16_t *pSrc, uint32_t blockSize)
	Minimum value of absolute values of a floating-point vector.
void	tpt_absmin_no_idx_f32 (f32_t *aResult, const f32_t *pSrc, uint32_t blockSize)
	Minimum value of absolute values of a floating-point vector.
void	tpt_absmin_no_idx_f64 (f64_t *aResult, const f64_t *pSrc, uint32_t blockSize)
	Minimum value of absolute values of a floating-point vector.
void	tpt_absmin_no_idx_q7 (q7_t *aResult, const q7_t *pSrc, uint32_t blockSize)
	Minimum value of absolute values of a Q7 vector.
void	tpt_absmin_no_idx_q15 (q15_t *aResult, const q15_t *pSrc, uint32_t blockSize)
	Minimum value of absolute values of a Q15 vector.
void	tpt_absmin_no_idx_q31 (q31_t *aResult, const q31_t *pSrc, uint32_t blockSize)
	Minimum value of absolute values of a Q31 vector.
void	tpt_absmin_q7 (q7_t *aResult, uint32_t *pIndex, const q7_t *pSrc, uint32_t blockSize)
	Minimum value of absolute values of a Q7 vector.
void	tpt_absmin_q15 (q15_t *aResult, uint32_t *pIndex, const q15_t *pSrc, uint32_t blockSize)
	Minimum value of absolute values of a Q15 vector.
void	tpt_absmin_q31 (q31_t *aResult, uint32_t *pIndex, const q31_t *pSrc, uint32_t blockSize)
	Minimum value of absolute values of a Q31 vector.
void	tpt_accumulate_f16 (f16_t *aResult, const f16_t *aInData, uint32_t aCount)
	Accumulate the sum of a floating-point vector.
void	tpt_accumulate_f32 (f32_t *aResult, const f32_t *pSrc, uint32_t blockSize)
	Accumulate the sum of a floating-point vector.
void	tpt_accumulate_f64 (f64_t *aResult, const f64_t *pSrc, uint32_t blockSize)
	Accumulate the sum of a floating-point vector.
f32_t	tpt_kullback_leibler_f32 (const f32_t *pSrcA, const f32_t *pSrcB, uint32_t blockSize)
	Kullback-Leibler divergence of two floating-point vectors.
f64_t	tpt_kullback_leibler_f64 (const f64_t *pSrcA, const f64_t *pSrcB, uint32_t blockSize)
	Kullback-Leibler divergence of two floating-point vectors.
f16_t	tpt_logsumexp_dot_prod_f16 (const f16_t *pSrcA, const f16_t *pSrcB, uint32_t blockSize, f16_t *pTmpBuffer)
	LogSumExp dot product of two floating-point vectors.
f32_t	tpt_logsumexp_dot_prod_f32 (const f32_t *aInDataA, const f32_t *aInDataB, uint32_t aCount, f32_t *aTmpBuffer)
	LogSumExp dot product of two floating-point vectors.
f16_t	tpt_logsumexp_f16 (const f16_t *aInData, uint32_t aCount)
	LogSumExp of a floating-point vector.
f32_t	tpt_logsumexp_f32 (const f32_t *aInData, uint32_t aCount)
	LogSumExp of a floating-point vector.
void	tpt_max_no_idx_f16 (f16_t *aResult, const f16_t *aInData, uint32_t aCount)
	Maximum value of a floating-point vector.
void	tpt_max_no_idx_f32 (f32_t *aResult, const f32_t *aInData, uint32_t aCount)
	Maximum value of a floating-point vector.
void	tpt_max_no_idx_f64 (f64_t *aResult, const f64_t *aInData, uint32_t aCount)
	Maximum value of a floating-point vector.
void	tpt_max_no_idx_q7 (q7_t *aResult, const q7_t *aInData, uint32_t aCount)
	Maximum value of a Q7 vector without index.
void	tpt_max_no_idx_q15 (q15_t *aResult, const q15_t *aInData, uint32_t aCount)
	Maximum value of a Q15 vector without index.
void	tpt_max_no_idx_q31 (q31_t *aResult, const q31_t *aInData, uint32_t aCount)
	Maximum value of a Q31 vector without index.
void	tpt_min_f16 (f16_t *aResult, uint32_t *aIndex, const f16_t *aInData, uint32_t aCount)
	Minimum value of a f16 vector.
void	tpt_min_no_idx_f16 (f16_t *aResult, const f16_t *aInData, uint32_t aCount)
void	tpt_min_no_idx_f32 (f32_t *aResult, const f32_t *pSrc, uint32_t blockSize)
	Minimum value of a f32 vector without index.
void	tpt_min_no_idx_f64 (f64_t *aResult, const f64_t *pSrc, uint32_t blockSize)
	Minimum value of a f64 vector without index.
void	tpt_min_no_idx_q7 (q7_t *aResult, const q7_t *pSrc, uint32_t blockSize)
	Minimum value of a Q7 vector without index.
void	tpt_min_no_idx_q15 (q15_t *aResult, const q15_t *pSrc, uint32_t blockSize)
	Minimum value of a floating-point vector.
void	tpt_min_no_idx_q31 (q31_t *aResult, const q31_t *aInData, uint32_t aCount)
	Minimum value of a Q15 vector without index.

Function Documentation

tpt_absmax_f16()

void tpt_absmax_f16	(	f16_t *	aResult,
		uint32_t *	aIndex,
		const f16_t *	aInData,
		uint32_t	aCount )

Maximum value of absolute values of a floating-point vector.

Parameters

[out]	aResult	maximum value returned here
[out]	aIndex	index of maximum value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none

tpt_absmax_f32()

void tpt_absmax_f32	(	f32_t *	aResult,
		uint32_t *	aIndex,
		const f32_t *	aInData,
		uint32_t	aCount )

Maximum value of absolute values of a floating-point vector.

Parameters

[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none

Parameters

[out]	aResult	output value returned here
[out]	aIndex	index returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

tpt_absmax_no_idx_q7()

void tpt_absmax_no_idx_q7	(	q7_t *	aResult,
		const q7_t *	aInData,
		uint32_t	aCount )

Maximum value of absolute values of a Q7 vector.

Parameters

[out]	aResult	output value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

tpt_absmax_q15()

void tpt_absmax_q15	(	q15_t *	aResult,
		uint32_t *	aIndex,
		const q15_t *	aInData,
		uint32_t	aCount )

Maximum value of absolute values of a Q15 vector.

===-------------------------------------------------------------------—===//

Parameters

[out]	aResult	maximum value returned here
[out]	aIndex	index of maximum value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none ===-------------------------------------------------------------------—===//

Parameters

[out]	aResult	output value returned here
[out]	aIndex	index returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

tpt_absmax_q31()

void tpt_absmax_q31	(	q31_t *	aResult,
		uint32_t *	aIndex,
		const q31_t *	aInData,
		uint32_t	aCount )

Maximum value of absolute values of a Q31 vector.

Parameters

[out]	aResult	maximum value returned here
[out]	aIndex	index of maximum value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none

Parameters

[out]	aResult	output value returned here
[out]	aIndex	index returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

tpt_absmin_f32()

void tpt_absmin_f32	(	f32_t *	aResult,
		uint32_t *	pIndex,
		const f32_t *	pSrc,
		uint32_t	blockSize )

Minimum value of absolute values of a floating-point vector.

Parameters

[out]	aResult	minimum value returned here
[out]	pIndex	index of minimum value returned here
[in]	pSrc	points to the input vector
[in]	blockSize	number of samples in input vector

Returns

none

Parameters

[out]	aResult	output value returned here
[out]	pIndex	index returned here
[in]	pSrc	points to the input vector
[in]	blockSize	number of samples in input vector

tpt_absmin_f64()

void tpt_absmin_f64	(	f64_t *	aResult,
		uint32_t *	pIndex,
		const f64_t *	pSrc,
		uint32_t	blockSize )

Minimum value of absolute values of a floating-point vector.

Parameters

[out]	aResult	minimum value returned here
[out]	pIndex	index of minimum value returned here
[in]	pSrc	points to the input vector
[in]	blockSize	number of samples in input vector
[out]	aResult	output value returned here
[out]	pIndex	index returned here
[in]	pSrc	points to the input vector
[in]	blockSize	number of samples in input vector

tpt_absmin_no_idx_f16()

void tpt_absmin_no_idx_f16	(	f16_t *	aResult,
		const f16_t *	pSrc,
		uint32_t	blockSize )

Minimum value of absolute values of a floating-point vector.

Parameters

[out]	aResult	minimum value returned here
[in]	pSrc	points to the input vector
[in]	blockSize	number of samples in input vector

Returns

none

tpt_accumulate_f16()

void tpt_accumulate_f16	(	f16_t *	aResult,
		const f16_t *	aInData,
		uint32_t	aCount )

Accumulate the sum of a floating-point vector.

Parameters

[out]	aResult	sum value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none

tpt_logsumexp_dot_prod_f16()

f16_t tpt_logsumexp_dot_prod_f16	(	const f16_t *	pSrcA,
		const f16_t *	pSrcB,
		uint32_t	blockSize,
		f16_t *	pTmpBuffer )

LogSumExp dot product of two floating-point vectors.

Parameters

[out]	pTmpBuffer	temporary buffer
[in]	pSrcA	points to the first input vector
[in]	pSrcB	points to the second input vector
[in]	blockSize	number of samples in input vector

Returns

none

tpt_logsumexp_f16()

f16_t tpt_logsumexp_f16	(	const f16_t *	aInData,
		uint32_t	aCount )

LogSumExp of a floating-point vector.

Parameters

[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none

tpt_max_f64()

void tpt_max_f64	(	f64_t *	aResult,
		uint32_t *	aIndex,
		const f64_t *	aInData,
		uint32_t	aCount )

Maximum value of a floating-point vector.

Parameters

[out]	aResult	maximum value returned here
[out]	aIndex	index of maximum value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none

Parameters

[out]	aResult	output value returned here
[out]	aIndex	index returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

tpt_max_no_idx_f16()

void tpt_max_no_idx_f16	(	f16_t *	aResult,
		const f16_t *	aInData,
		uint32_t	aCount )

Maximum value of a floating-point vector.

Parameters

[out]	aResult	maximum value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none

tpt_min_f16()

void tpt_min_f16	(	f16_t *	aResult,
		uint32_t *	aIndex,
		const f16_t *	aInData,
		uint32_t	aCount )

Minimum value of a f16 vector.

Parameters

[out]	aResult	minimum value returned here
[out]	aIndex	index of minimum value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none

tpt_min_no_idx_f16()

void tpt_min_no_idx_f16	(	f16_t *	aResult,
		const f16_t *	aInData,
		uint32_t	aCount )

tpt_min_no_idx_q31()

void tpt_min_no_idx_q31	(	q31_t *	aResult,
		const q31_t *	aInData,
		uint32_t	aCount )

Minimum value of a Q15 vector without index.

Parameters

[out]

aResult

minimum value returned here

Minimum value of a Q15 vector without index.

Parameters

[out]	aResult	output value returned here
[in]	aInData	points to the input vector

tpt_rms_f64()

void tpt_rms_f64	(	f64_t *	aResult,
		const f64_t *	aInData,
		uint32_t	aCount )

Root Mean Square of the elements of a floating-point vector.

Parameters

[out]	aResult	root mean square value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none