// Hard Tanh // // hard_tanh - Hard Tanh activation // // y[t] = clamp( x[t], -1, 1 ) // // X_n - 1 // Y_n - 1 // C_n - 0 #include #include "ts.h" ts_parameter_t const ts_hard_tanh_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 0, .params_size = 0 }; uint_t ts_hard_tanh_offset( ts_constant_t const *c ) { ( void )c; return ( 0 ); } int ts_hard_tanh( 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_tanh_p ); (void)c; for( uint_t i = 0; i < n; ++i ) { fp_t xi = x[0][i]; if ( xi < -1 ) y[0][i] = -1; else if ( xi > 1 ) y[0][i] = 1; else y[0][i] = xi; } return 0; }