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Compute mean and variance

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This commit is contained in:
Matúš Námešný
2024-04-29 20:55:11 +02:00
parent 0ab623fa23
commit 5c8d3f7e25
6 changed files with 143 additions and 59 deletions
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31
include/utils/vector.cuh
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@@ -10,7 +10,7 @@ namespace CUDANet::Utils {
* @param d_vec Pointer to the vector on device
* @param length Length of the vector
*/
void print_vec(float *d_vec, const unsigned int length);
void print_vec(const float *d_vec, const unsigned int length);
/**
* @brief Utility function that clears a vector
@@ -27,7 +27,7 @@ void clear(float *d_vector, const unsigned int len);
* @param d_vec Pointer to the vector
* @param length Length of the vector
*/
void sum(float *d_vec, float *d_sum, const unsigned int length);
void sum(const float *d_vec, float *d_sum, const unsigned int length);
/**
@@ -36,25 +36,16 @@ void sum(float *d_vec, float *d_sum, const unsigned int length);
* @param d_vec Pointer to the vector
* @param length Length of the vector
*/
void max(float *d_vec, float *d_max, const unsigned int length);
void max(const float *d_vec, float *d_max, const unsigned int length);
/**
* @brief Compute the mean of a vector
*
* @param d_vec
* @param d_mean
* @param length
*/
void mean(float *d_vec, float *d_mean, const unsigned int length);
/**
* @brief Compute the variance of a vector
*
* @param d_vec
* @param d_var
* @param length
*/
void var(float *d_vec, float *d_var, const unsigned int length);
// /**
// * @brief Compute the variance of a vector
// *
// * @param d_vec
// * @param d_var
// * @param length
// */
// void var(float *d_vec, float *d_var, const unsigned int length);
} // namespace CUDANet::Utils