Automatic Differentiation Live

Code (input)

Code input

def f(x, z):
    a = x + z
    b = x * z
    return 0.5 * sin(a) * cosh(b)

print(f(1,2,  1,0))

Console output

Code (output)

Input

Expressions

Forward mode AD (one param)

Forward mode AD (all params)

Adjoint mode AAD

Console output