v2.2.1 - Release 2.2.1 (#182)

🌟 Summary

THOP 2.2.1 improves operation-count estimates for models with adaptive max pooling or bilinear layers, without changing reported counts for Ultralytics’ buildable model configurations.

📊 Key Changes

• Fixed stride-based profiling: Adaptive max pools and nn.Bilinear are now treated as fixed-size operations during extrapolation.
• Released as ultralytics-thop 2.2.1: Publishes the profiling fix from PR #181.
• Validated existing model counts: Ultralytics model FLOPs remained bit-identical across all buildable configuration files.

🎯 Purpose & Impact

• 📏 Prevents FLOPs from being overcounted when profiling models with these layers.
• 🔍 Makes complexity estimates more reliable for users comparing or evaluating affected models.
• ✅ Does not change model architectures or the reported FLOPs for the tested Ultralytics configurations.

What's Changed

• Refresh AGENTS.md and fix stride extrapolation after adaptive max pools by @glenn-jocher in #181
• Release 2.2.1 by @glenn-jocher in #182

Full Changelog: v2.2.0...v2.2.1