How Fast Is PyJuice? Testing Compilation Speed Across GPUs and Batch Sizes

This article presents experimental benchmarks for PyJuice, highlighting its efficiency in both compilation and runtime. Tests show that even models with nearly 1 billion parameters can be compiled in about 30 seconds, and PyJuice consistently outperforms baseline methods across different GPUs (RTX 4090, NVIDIA A40) and batch sizes. These results underline PyJuice’s speed, scalability, and advantage in real-world machine learning workloads.