feat(metal,composite,passes): add MSL sub-byte quantization, SwiGLU c… - #111
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…omposite ops, and LayerNorm+GELU fusion pass - Implement fused 4-bit integer quantization and dequantization MSL custom kernels - Implement SwiGLU and SwiGLUImpl composite ops with direct Core AI IR lowering - Register native lowerings for glu, softplus, mish, and elu in _aten_to_core - Add LayerNorm + GELU graph fusion pass with fused two-pass reduction MSL kernel - Add comprehensive test suites for quantization, SwiGLU, lowering, and fusion pass
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…omposite ops, and LayerNorm+GELU fusion pass