cutcutcodec.core.compilation.sympy_to_torch.dynamic

Torch dynamic evaluation of atomic sympy expression.

It is faster to initialise than the compilated version but it is slower to evaluate. This dynamic evaluation support broadcasting.

Implemented functions:

• sympy.Abs

• sympy.acos

• sympy.acosh

• sympy.Add +

• sympy.And

• sympy.asin

• sympy.atan

• sympy.cbrt

• sympy.cos

• sympy.cosh

• sympy.Eq

• sympy.exp

• sympy.GreaterThan

• sympy.im

• sympy.ITE

• sympy.LessThan

• sympy.log

• sympy.Max

• sympy.Min

• sympy.Mul *

• sympy.Or

• sympy.Piecewise

• sympy.Pow / and **

• sympy.re

• sympy.sin

• sympy.sinh

• sympy.sqrt

• sympy.StrictGreaterThan

• sympy.StrictLessThan

• sympy.tan

• sympy.tanh

• sympy.Tuple

Not implemented functions:

• sympy.Add + and -

• sympy.arg

• sympy.asinh

• sympy.atan2

• sympy.atanh

• sympy.ceiling

• sympy.Determinant

• sympy.erf

• sympy.floor

• sympy.HadamardProduct

• sympy.loggamma

• sympy.MatAdd

• sympy.Mod %

• sympy.Ne

• sympy.Not

• sympy.sign

• sympy.Trace

Details