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feat(hpc/amx_matmul): VDPBF16PS arm — AVX-512BF16 BF16 GEMM tier

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simd: agnostic gemm_u8_i8 surface, integer-slice-op lift, per-CPU matrix, BF16 AMX wiring #182

feat(hpc/amx_matmul): VDPBF16PS arm — AVX-512BF16 BF16 GEMM tier
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