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Caching in sampling to have sample! #115

@utkarsh530

Description

@utkarsh530

Is your feature request related to a problem? Please describe.

Implement caching in the sample function using preallocated memory.

Describe the solution you’d like

Define a sample! API, which takes a sample matrix as the argument and similar arguments as the sample one.

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