[optimization] for the FTRL and SGD optimizers, use the new *_array_sum_sq function to do L2 regularization, vs. the L2 norm which will use the linear algebra meaning

This commit is contained in:
Al
2018-01-22 01:56:32 -05:00
parent eb3fb37ad4
commit ccce4f793f
3 changed files with 10 additions and 2 deletions

View File

@@ -210,6 +210,14 @@
return sqrt((double)result); \
} \
\
static inline unsigned_type name##_sum_sq(type *array, size_t n) { \
unsigned_type result = 0; \
for (size_t i = 0; i < n; i++) { \
result += array[i] * array[i]; \
} \
return result; \
} \
\
static inline double name##_mean(type *array, size_t n) { \
unsigned_type sum = name##_sum(array, n); \
return (double)sum / n; \