Ultralytics Code Refactor https://ultralytics.com/actions

[glenn-jocher]

This Ultralytics PR refactors code to improve performance and readability. 🔄

Key changes include:

• 🚀 Optimized various functions for faster execution.
• 🧩 Simplified complex logic for better understanding and maintenance.
• 🗑️ Removed redundant code to streamline operations.
• 📚 Improved code structure and organization.

These changes aim to enhance the overall quality and efficiency of the code. 🌟

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🛠️ PR Summary

_{Made with ❤️ by Ultralytics Actions}

🌟 Summary

This PR refines and clarifies documentation comments across the codebase to improve readability and understanding.

📊 Key Changes

• Test Files: Simplified and clarified docstrings in test files (test_conv2d.py, test_matmul.py, test_relu.py, test_utils.py).
• Profiling Functions: Updated docstrings in thop/fx_profile.py and thop/profile.py files to be more concise.
• RNN Hooks: Improved descriptions in thop/rnn_hooks.py to better explain RNN, GRU, and LSTM operation counting.
• Utility Functions: Revised comments in thop/utils.py and thop/vision/basic_hooks.py for clearer parameter and operation counting descriptions.
• Calculation Functions: Enhanced function comments in thop/vision/calc_func.py to clearly outline various calculation operations.

🎯 Purpose & Impact

• Enhanced Clarity: Improves the readability of the codebase, making it easier for both new and experienced developers to understand the purpose and functioning of various functions and tests. 🧩
• Better Documentation: Ensures that comments accurately reflect the behavior and purpose of the code, leading to fewer misunderstandings and potential errors. 📘
• Ease of Maintenance: Simplified descriptions facilitate easier maintenance and updates to the code. 🛠️

These changes collectively contribute to better code quality and developer experience. 🚀