The results highlight a trade-off. For parallelizable workloads operating on independent data, the free-threaded build reduces execution time by up to 4 times, with a proportional reduction in energy consumption, and effective multi-core utilization, at the cost of an increase in memory usage. In contrast, sequential workloads do not benefit from removing the GIL and instead show a 13-43% increase in energy consumption. Similarly, workloads where threads frequently access and modify the same objects show reduced improvements or even degradation due to lock contention. Across all workloads, energy consumption is proportional to execution time, indicating that disabling the GIL does not significantly affect power consumption, even when CPU utilization increases. When it comes to memory, the no-GIL build shows a general increase, more visible in virtual memory than in physical memory. This increase is primarily attributed to per-object locking, additional thread-safety mechanisms in the runtime, and the adoption of a new memory allocator.
claude-opus-4-6-thinking，这一点在新收录的资料中也有详细论述
。关于这个话题，新收录的资料提供了深入分析
San Francisco, CA
Ворончихина прокомментировала первое золото России на Паралимпиаде14:24。新收录的资料对此有专业解读
区别在于，聊天记录则是完整的对话历史，包含大量临时性的调试对话、随意提问。