Artículo: AMZ-B0FXGR4YC9

MLIR Advanced Compiler Engineering: Advanced Passes, Dialect Extensions, LLVM Integration, and High-Performance Compiler Workflows (MLIR Foundations and ... Generation Compiler Engineering Book 2)

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0.20 kg
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Producto de
Amazon

Sobre este producto
  • End-to-End MLIR Pipelines: Learn how to structure multi-stage lowering pipelines, manage IR replication across passes, and maintain type safety and memory efficiency throughout the compilation process.
  • LLVM Integration and Backend Optimizations: Gain practical knowledge on translating MLIR to LLVM IR, applying target-specific optimizations, and producing highly efficient executable code.
  • Profiling, Debugging, and Observability: Understand how to profile MLIR pipelines, detect performance bottlenecks, debug transformation passes, and visualize IR transformations using the MLIR logging subsystem and tooling.
  • DSL and HPC Applications: Discover how MLIR powers domain-specific compilers and high-performance computing applications, with practical examples in AI/ML frameworks and scientific computing.
  • Testing, Validation, and Scalability: Implement rigorous testing and validation workflows for large compilers, including fault detection, recovery, and incremental compilation strategies.
  • Extending MLIR and Open-Source Contributions: Learn how to create custom dialects, contribute to the MLIR ecosystem, and leverage emerging research trends to push the boundaries of compiler design.

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