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GIL Optimization

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ByteDance Terminal Technology
ByteDance Terminal Technology
Feb 22, 2022 · Fundamentals

Optimizing CPython for True Parallel Execution: Implementing a Multi-Interpreter Architecture

This article details a novel approach to overcoming CPython's Global Interpreter Lock by implementing a multi-interpreter architecture that isolates execution states, manages shared variables through thread-specific data, and introduces a subinterpreter pool to significantly enhance multi-core CPU utilization and algorithm execution performance.

CPythonConcurrencyGIL Optimization
0 likes · 15 min read
Optimizing CPython for True Parallel Execution: Implementing a Multi-Interpreter Architecture