diff options
Diffstat (limited to 'lib/hard_swish.c')
| -rw-r--r-- | lib/hard_swish.c | 47 |
1 files changed, 47 insertions, 0 deletions
diff --git a/lib/hard_swish.c b/lib/hard_swish.c new file mode 100644 index 0000000..458ba8d --- /dev/null +++ b/lib/hard_swish.c @@ -0,0 +1,47 @@ +// Hard Swish +// +// hard_swish - Hard Swish activation +// +// y[t] = x[t] <= -3 ? 0 : x[t] >= 3 ? x[t] : x[t] * ( x[t] + 3 ) / 6 +// +// X_n - 1 +// Y_n - 1 +// C_n - 0 + + +#include "ts.h" + + + +ts_parameter_t const ts_hard_swish_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 0, .params_size = 0 }; + + +uint_t ts_hard_swish_offset( ts_constant_t const *c ) +{ + ( void )c; + return ( 0 ); +} + +int ts_hard_swish( + 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_hard_swish_p ); + (void)c; + for( uint_t i = 0; i < n; ++i ) + { + fp_t xi = x[0][i]; + if ( xi <= -3 ) + y[0][i] = 0; + else if ( xi >= 3 ) + y[0][i] = xi; + else + y[0][i] = xi * ( xi + 3 ) / 6; + } + return 0; +} + + + |