diff options
Diffstat (limited to 'lib/leaky_relu.c')
| -rw-r--r-- | lib/leaky_relu.c | 42 |
1 files changed, 42 insertions, 0 deletions
diff --git a/lib/leaky_relu.c b/lib/leaky_relu.c new file mode 100644 index 0000000..51651bc --- /dev/null +++ b/lib/leaky_relu.c @@ -0,0 +1,42 @@ +// Leaky ReLU +// +// leaky_relu - Leaky Rectified Linear Unit +// +// y[t] = x[t] > 0 ? x[t] : 0.01 * x[t] +// +// X_n - 1 +// Y_n - 1 +// C_n - 0 + + +#include "ts.h" + + + +ts_parameter_t const ts_leaky_relu_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 0, .params_size = 0 }; + + +uint_t ts_leaky_relu_offset( ts_constant_t const *c ) +{ + ( void )c; + return ( 0 ); +} + +int ts_leaky_relu( + fp_t * const *y, uint_t y_n, + fp_t const * const *x, uint_t x_n, + uint_t n, ts_constant_t const *c +) +{ + TS_PROLOGUE( ts_leaky_relu_p ); + (void)c; + for( uint_t i = 0; i < n; ++i ) + { + fp_t xi = x[0][i]; + y[0][i] = xi > 0 ? xi : 0.01 * xi; + } + return 0; +} + + + |