onnxruntime

[js/webgpu] optimize MatmulNBits (#21747)

### Description
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See 2x speedup for phi3 on the integrated intel gpu with this
optimization.

The optimization is mainly to store input A's data into local variable
instead of loading them from global memory each time when calculate them
with B data.

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->