Compiler Construction for Hardware Acceleration: Challenges and Opportunities
Albert Cohen's keynote talk for the ISC2020's International Workshop on Machine Learning Hardware. Link to slides: https://mlhardware.github.io/2020/mli... Workshop URL: https://mlhardware.github.io
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Building Compilers for AI Programming Frameworks | Prof. Uday Reddy Bondhugula | IICT 2024
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"TVM: An End to End Deep Learning Compiler Stack" by Thiery Moreau (OctoML)
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ASPLOS Keynote: The Golden Age of Compiler Design in an Era of HW/SW Co-design by Dr. Chris Lattner
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2020 LLVM Developers’ Meeting: M. Amini & R. Riddle “MLIR Tutorial”
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MLIR Beginner-Friendly Tutorial: Part 1
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2025 EuroLLVM - Deep Dive into the MLIR to LLVM IR Translation Mechanism
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9. What Compilers Can and Cannot Do
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TPU V4 and Trends in Accelerator Hardware - Mike Hutton
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2023 LLVM Dev Mtg - MLIR Is Not an ML Compiler, and Other Common Misconceptions
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2020 LLVM in HPC Workshop: Keynote: MLIR: an Agile Infrastructure for Building a Compiler Ecosystem
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2019 EuroLLVM Developers’ Meeting: T. Shpeisman & C. Lattner “MLIR: Multi-Level Intermediate Repr..”
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Horace He: Building Machine Learning Systems for a Trillion Trillion Floating Point Operations
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024 Hardware accelerator for FHEW w/ Jonas Bertels
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I Interviewed The Creator Of LLVM, Clang, Swift, and Mojo
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How LLVM & Clang work
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Polyhedral Compilation as a Design Pattern for Compilers (1/2) - Albert Cohen - PLISS 2019
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Groq's Tensor Streaming Processor
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2023 EuroLLVM - MLIR Dialect Design and Composition for Front-End Compilers
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Something is jamming GPS over Europe. Here's what we found
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