Add reduce-precision to evaluator and add implicit broadcast remover pass.

Add reduce-precision to evaluator and add implicit broadcast remover pass.
The reduce precision support is cribbed from the CPU/GPU LLVM-emitted
implementation. The implicit broadcast pass removes any implicit broadcasts in
the module replacing them with the equivalent explicit broadcast and reshape
instructions.

PiperOrigin-RevId: 183467648