1 #ifndef STAN_MATH_REV_SCAL_FUN_LOG_SUM_EXP_HPP
2 #define STAN_MATH_REV_SCAL_FUN_LOG_SUM_EXP_HPP
13 class log_sum_exp_vv_vari :
public op_vv_vari {
15 log_sum_exp_vv_vari(vari* avi, vari* bvi) :
16 op_vv_vari(stan::math::
log_sum_exp(avi->val_, bvi->val_),
24 class log_sum_exp_vd_vari :
public op_vd_vari {
26 log_sum_exp_vd_vari(vari* avi,
double b) :
34 class log_sum_exp_dv_vari :
public op_dv_vari {
36 log_sum_exp_dv_vari(
double a, vari* bvi) :
52 return var(
new log_sum_exp_vv_vari(a.
vi_, b.
vi_));
59 return var(
new log_sum_exp_vd_vari(a.
vi_, b));
66 return var(
new log_sum_exp_dv_vari(a, b.
vi_));
Independent (input) and dependent (output) variables for gradients.
fvar< T > log_sum_exp(const std::vector< fvar< T > > &v)
double calculate_chain(const double &x, const double &val)
vari * vi_
Pointer to the implementation of this variable.