cutcutcodec.core.compilation.sympy_to_torch

The folowing optimisations are performed.

• Compute in place as possible.

• Compatible with gpu input tensor.

• Conserve the type: float32, float64 or complex.

• Factorisation of redondant patern for minimizing operations.

• Cached the constants paterns.

• Prealocate the internal tensors taken in account the broadcasting of shapes.

Modules

dynamic	Torch dynamic evaluation of atomic sympy expression.
lambdify	Convert a sympy expression into a torch function.
preprocess	Prepare the work for the Printer, decompose and analyse.
printer	Static C compilation of atomic sympy expression.