Prepare for GPU sampling support #17
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Collect all array operations into a trait, with array type as an associated trait. This should allow implementations of this trait that use the GPU, so that all sampling can happen on the gpu. (for instance using a rust wrapper of the iree runtime or using the pytensor api).
See the cpu implementation here for details of the required operations: src/cpu_math.rs
cc @ferrine