May 2026 – PaddlePaddle/Paddle monthly summary focused on architectural refactor and IPU device management improvements. Delivered modularization that decouples IPU device code from fluid, enabling independent evolution and easier extension to new backends. Set foundation for broader IPU support, aligned with existing GPU/XPU patterns, and preserved backward compatibility through shim headers.

March 2026 monthly performance summary for PaddlePaddle/FastDeploy focusing on business value and technical achievements.

February 2026 (2026-02) — PaddlePaddle/FastDeploy delivered deterministic inference support for Paddle with Attention Layer tests and a refactor of the Resource Manager to enable deterministic mode, driving reproducibility and production readiness. The initiative included a comprehensive determinism test suite and multiple test scenarios across attention layers, IPC, and engine paths, laying the groundwork for stable inference in high-performance environments. These changes improve predictability, reduce nondeterministic behavior, and streamline our production QC and rollouts.