[Nuphar] added Gemm-to-MatMul conversion in model editor (#4691)
* [Nuphar] added Gemm-to-MatMul conversion in model editor
* added a mode gemm_to_matmul that turns Gemm Ops into MatMul Ops
* enabled model_quantizer to quantize MatMul inside a Loop op
* this PR also included Gemm-11 support from Ke Deng
* Fixed a couple of existing bugs
Fixed a couple of old bugs exposed by the newly-added tests and the support
of Gemm-11, including:
* correctly handle aliasing among states and outputs in Scan
* fixed a transpose issue in building tvm IR for MatMul
* fixed an issue related to generating IR for computing Gemm alpha
* disabled several tests that triggered some deep issue (likely) in
the graph partitioner. I think it might be better to have a separate
PR to address the issue.