CompiledTensorEvaluator

`CompiledTensorEvaluator`

CompiledTensorEvaluator()

A compiled and optimized evaluator for maximum performance tensor evaluation.

This class wraps a compiled C++ shared library for extremely fast numerical evaluation of tensor expressions. It only supports complex-valued evaluation as this is the most general case.

A compiled and optimized evaluator for maximum performance tensor evaluation.

This class wraps a compiled C++ shared library for extremely fast numerical evaluation of tensor expressions. It only supports complex-valued evaluation as this is the most general case.

Create instances using the TensorEvaluator.compile() method.

Examples

compiled = evaluator.compile("eval_func", "code.cpp", "lib")
results = compiled.evaluate_complex(large_input_batch)

Methods

Name	Description
`evaluate_complex`	Evaluate the tensor expression for multiple complex-valued parameter inputs

`evaluate_complex`

CompiledTensorEvaluator.evaluate_complex(inputs: typing.Sequence[typing.Sequence[builtins.complex]]) -> builtins.list[Tensor]

Evaluate the tensor expression for multiple complex-valued parameter inputs.

Uses the compiled C++ code for maximum performance evaluation with complex numbers.

Parameters

inputs (list of list of complex) List of parameter value lists, where each inner list contains complex values for all parameters in the same order as specified when creating the original evaluator

Returns

list of Tensor List of evaluated tensors, one for each input parameter set

Examples

complex_inputs = [
    [1.0+2.0j, 3.0+0.0j],
    [0.0+1.0j, 2.0+1.0j]
]
results = compiled_evaluator.evaluate_complex(complex_inputs)