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AI Compiler

Course Application

Last Updated Date 2026-03-25

Course Sorts:114-117 Intellgent Chip and Design Allance ／ Design and Application of System of Chip
Course Introduction:

本教材透過開源 AI 編譯器 TVM，引導學生理解如何透過現代編譯器框架最佳化 AI 模型並部署至不同硬體平台。透過實際案例與實作教學，培養學生將編譯理論應用於 AI 的能力，為進階研究與產業應用奠定基礎。

Course Introduction Video:

Course Attachments

Update Time 2026-03-24 12:45:24

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單元1：AI Premier

跨域智慧-晶片設計-支援人工智慧計算與加速器的編譯器設計-單元1：AI Premier-1.pdf(6.43 MB)

Update Time 2026-03-24 12:45:24

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單元2：TVM BYOC flow to NNAPI (含實作)

跨域智慧-晶片設計-支援人工智慧計算與加速器的編譯器設計-單元2：TVM BYOC flow to NNAPI (含實作)-1.pdf(824.61 KB)

Update Time 2026-03-25 19:07:58

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單元3：TVM Auto-tuning (含實作)

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單元4：Case Study: Optimizing Methods with TVM on RISC-V Packed SIMD

跨域智慧-晶片設計-支援人工智慧計算與加速器的編譯器設計-單元4：Case Study: Optimizing Methods with TVM on RISC-V Packed SIMD-1.pdf(3.31 MB)

Update Time 2026-03-24 12:45:24

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單元5：AI Compiler Framework with Auto-Tuning Fixed-Point Precision for TVM on RISC-V Packed SIMD Extension

跨域智慧-晶片設計-支援人工智慧計算與加速器的編譯器設計-單元5：AI Compiler Framework with Auto-Tuning Fixed-Point Precision for TVM on RISC-V Packed SIMD Extension-1.pdf(2.34 MB)

Update Time 2026-03-24 12:45:24

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單元6：Introduction to NNEF Support with OpenCL Flow

跨域智慧-晶片設計-支援人工智慧計算與加速器的編譯器設計-單元6：Introduction to NNEF Support with OpenCL Flow-1.pdf(4.66 MB)

Course Q&A