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[Optimization]【Hackathon 10th Spring No.49】Port ngram_match and hybrid_mtp_ngram kernels to CUDA #6960

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perf: BlockScan Phase 2 + A1 (1024 threads) + A2 (early-exit)

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[Optimization]【Hackathon 10th Spring No.49】Port ngram_match and hybrid_mtp_ngram kernels to CUDA #6960

perf: BlockScan Phase 2 + A1 (1024 threads) + A2 (early-exit)
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