v2.0.14 - Update __init__.py (#82)

🌟 Summary

Minor updates to standardize license formatting across workflow and project files. 🛠️✨

📊 Key Changes

• Adjusted the license formatting in format.yml, publish.yml, and pyproject.toml to a consistent style:
  Changed from Ultralytics YOLO 🚀, AGPL-3.0 license to Ultralytics 🚀 AGPL-3.0 License - https://ultralytics.com/license.

🎯 Purpose & Impact

• 📄 Improved Clarity: Ensures the license reference is standardized and easier to understand.
• ✅ Consistency: Promotes a polished, uniform format across all project-related files.
• 🌐 Transparency: Reinforces openness and accessibility by linking directly to the license details.

What's Changed

• Ultralytics Refactor https://ultralytics.com/actions by @glenn-jocher in #78
• Standardize license headers in Python files by @pderrenger in #79
• Standardize license headers in TOML/YAML files by @pderrenger in #80
• Update pyproject.toml by @glenn-jocher in #81
• Update init.py by @glenn-jocher in #82

Full Changelog: v2.0.13...v2.0.14

v2.0.13 - Update publish.yml (#76)

🌟 Summary

Release v2.0.13 introduces significant improvements to the CI/CD workflow for the Ultralytics thop repository, enhancing maintainability, automation, and efficiency for package building and publishing. 🚀

📊 Key Changes

• 🔄 The GitHub Actions workflow was modularized into clear, logical steps: check, build, publish, and notify.
• ✅ Added precise checks to determine when to increment versioning and proceed with publishing, ensuring only necessary updates are released.
• 🛠 Refined artifact handling by separating the building process from publishing and enabling artifact uploading for better clarity.
• 🔧 Improved error handling (e.g., continue-on-error) for greater workflow resilience, reducing disruptions from non-critical issues.
• 🔔 Enhanced Slack notifications to better inform users about success or failure in specific workflow stages.
• 📦 Updated the project version from 2.0.12 to 2.0.13.

🎯 Purpose & Impact

• 🧹 Streamlined Processes: The modular structure makes the CI/CD pipeline easier to understand, debug, and maintain, benefiting developers and contributors alike.
• 🚀 Improved Automation: More robust checks and workflow refinements minimize redundant actions, reducing overall execution time and ensuring smoother deployments.
• 🛡 Enhanced Reliability: Introducing better error handling prevents minor issues from halting the entire workflow, leading to more reliable operations.
• 📢 Clearer Communication: Notification improvements help keep stakeholders up-to-date with the exact status of releases.

This update makes development workflows more efficient for contributors while ensuring smoother experiences for end-users through well-tested and efficiently published updates. 🎉

What's Changed

• Ultralytics Refactor https://ultralytics.com/actions by @pderrenger in #74
• Update publish.yml by @glenn-jocher in #75
• Update publish.yml by @glenn-jocher in #76

Full Changelog: v2.0.12...v2.0.13

v2.0.12 - Slack v2 API usage (#73)

🌟 Summary

The release v2.0.12 enhances Slack integration for notifications and updates the project's version.

📊 Key Changes

• Slack Integration Update: The Slack GitHub action is upgraded from version v1.26.0 to v2.0.0, changing the configuration syntax for more robust notifications.
• Version Update: The project version is incremented from 2.0.11 to 2.0.12, reflecting these updates.

🎯 Purpose & Impact

• Improved Notification Stability: The update to Slack's latest version ensures more reliable notifications for workflow successes and failures, leveraging enhancements from the Slack action update.
• Version Bump for Maintenance: Upgrading the version helps users and developers track changes easily, underscoring minor improvements or bug fixes without major functional shifts.

What's Changed

• Update publish.yml to PyPI by @glenn-jocher in #71
• Fix PyPI downloads links by @pderrenger in #72
• Slack v2 API usage by @glenn-jocher in #73

Full Changelog: v2.0.11...v2.0.12

v2.0.11 - Add environment to publish.yml (#70)

🌟 Summary

The v2.0.11 release for the ultralytics/thop project focuses on refining the deployment process through improved GitHub Actions workflows and enhanced notification clarity.

📊 Key Changes

• GitHub Actions Enhancement: Updated the publish.yml with an environment section detailing deployment specifications, including environment name and URL for better tracking via GitHub's Deployments tab.
• Version Number Update: Incremented the version number from 2.0.10 to 2.0.11 to reflect these updates.
• Notification Improvements: Enhanced Slack notifications in GitHub Actions to display the current release tag being published, improving the context of updates.

🎯 Purpose & Impact

• Streamlined Deployment: The addition of environment details in the workflow increases transparency and organization in the deployment process, aiding developers in effectively managing and tracking releases. 🌐
• Clear Versioning: The version bump to 2.0.11 signals minor improvements, assisting users in pinpointing updates and maintaining software consistency. 🆙
• Improved Communication: Updating Slack notifications with more precise information helps team members quickly recognize and respond to the latest package releases, enhancing the team's operational efficiency. 📢🚀

What's Changed

• Update publish.yml by @glenn-jocher in #69
• Add environment to publish.yml by @glenn-jocher in #70

Full Changelog: v2.0.10...v2.0.11

v2.0.10 - Python 3.13 update (#68)

🌟 Summary

The release of version 2.0.10 introduces support for Python 3.13 and improvements in release automation processes.

📊 Key Changes

• Python 3.13 Support: The project now officially supports Python 3.13, as indicated in the metadata.
• Version Upgrade: The internal version is updated from 2.0.9 to 2.0.10 to reflect these changes.
• Updated Publish Workflow: The GitHub Actions publish workflow has been optimized:
  • Replaced requests library with ultralytics-actions to simplify dependencies.
  • Transitioned to using a utility function check_pypi_version() for version management.
  • Implemented ultralytics-actions-summarize-release for release note automation.

🎯 Purpose & Impact

• Enhanced Compatibility: By supporting Python 3.13, the project ensures users can leverage the latest features and improvements of the Python language in their work, promoting greater flexibility and longevity in software development. 🐍
• Streamlined Workflow: The workflow enhancements provide a more efficient and secure process for managing and publishing new versions, reducing potential errors and dependency on manual operations. 🚀
• Improved Maintainability: Utilization of standard utilities and functions helps maintain clean, organized, and reusable code, ultimately leading to a more robust and reliable codebase. 📦

What's Changed

• Update publish.yml by @glenn-jocher in #66
• Update publish.yml by @glenn-jocher in #67
• Python 3.13 update by @glenn-jocher in #68

Full Changelog: v2.0.9...v2.0.10

v2.0.9 - Update publish.yml to trusted publisher (#64)

🌟 Summary

The release v2.0.9 primarily enhances the publishing workflow for the Ultralytics THOP repository, focusing on improving security and streamlining processes.

📊 Key Changes

• Updated the GitHub Actions workflow to incorporate trusted publisher permissions for PyPI.
• Separated the build and publish steps to optimize the workflow process.
• Adopted a more straightforward method using GitHub Actions for publishing packages to PyPI.
• Incremented the software version from 2.0.8 to 2.0.9.

🎯 Purpose & Impact

• Enhanced Security: By employing token permissions, the release ensures a secure method of publishing to PyPI, safeguarding against unauthorized access and enhancing trustworthiness. 🛡️
• Streamlined Publishing: The transition to using a dedicated action for PyPI publication simplifies the process, reducing the chances of errors and making it more efficient and reliable. 🚀
• Version Consistency: Updating the version number ensures that changes are clearly communicated and that users are working with the latest improvements. 🔄

What's Changed

• Ultralytics Code Refactor https://ultralytics.com/actions by @UltralyticsAssistant in #63
• Update publish.yml to trusted publisher by @glenn-jocher in #64

Full Changelog: v2.0.8...v2.0.9

v2.0.8 - `ultralytics-thop 2.0.8` (#59)

🌟 Summary

New version release for thop: updated from v2.0.7 to v2.0.8 🎉

📊 Key Changes

• Incremented the version number in the __init__.py, marking the new release.
• Updated project maintainer details in pyproject.toml.

🎯 Purpose & Impact

• Version Update: This update indicates either minor tweaks, bug fixes, or small feature improvements, promoting enhanced performance or resolving any identified issues.
• Improved Correspondence: Updating the maintainer to "Ultralytics" with a new email contact standardizes communication lines and enhances organizational clarity.
• User Impact: All users should upgrade to ensure compatibility and potentially experience improved functionality.

What's Changed

• Update pyproject.toml by @glenn-jocher in #58
• ultralytics-thop 2.0.8 by @glenn-jocher in #59

Full Changelog: v2.0.7...v2.0.8

v2.0.7 - Update pyproject.toml URLs (#57)

🌟 Summary

v2.0.7 enhances the project by improving metadata accessibility and ensuring clarity through focused code updates.

📊 Key Changes

• Updated pyproject.toml to include new links for Homepage, Source, Documentation, and Changelog.
• Bumped the project version from 2.0.6 to 2.0.7.
• Refined code with updated string formatting to use modern f-strings.
• Improved error message logging for clarity in thop/profile.py.
• Fixed tensor size logic in count_convNd_ver2 function.

🎯 Purpose & Impact

• Enhanced User Navigation: 🖱️ The addition of direct links to the project's homepage, source, and documentation provides users with easy access to essential resources.
• Transparency and Tracking: 📜 A new Changelog URL helps users keep track of changes and updates conveniently.
• Readability and Maintenance: 🧹 Transition to f-strings improves code readability, making it easier for developers to work with and maintain.
• Error Identification: 🚨 Improved logging messages help developers quickly identify and resolve issues.
• Robust Performance: 🏋️ Bug fixes in tensor handling ensure accurate performance measurements in convolutional operations, maintaining integrity in computational processes.

What's Changed

• PyUpgrade 3.8 updates by @glenn-jocher in #55
• Update pyproject.toml URLs by @glenn-jocher in #57

Full Changelog: v2.0.6...v2.0.7

v2.0.6 - Update __init__.py (#54)

🌟 Summary

This release (v2.0.6) focuses on enhancing performance, improving workflow efficiency, and ensuring clearer and more consistent version handling. Additionally, a Reddit badge has been added to increase community engagement visibility.

📊 Key Changes

• 🚀 Code refactoring to improve performance and readability.
• 🏷️ Updated version tagging for enhanced clarity in workflows.
• 🌐 Added a Reddit badge in the README to connect with community updates.
• 📜 Streamlined GitHub publish workflow by removing OpenAI dependency and using a pre-fetched summarization script.
• 🗃️ Changed the thop library version from 2.0.5 to 2.0.6 for minor updates.

🎯 Purpose & Impact

• Performance Boost: By optimizing functions and simplifying complex code, the software now runs faster and is easier to maintain, benefitting both developers and users alike.
• Workflow Efficiency: Removal of the OpenAI dependency reduces potential errors and speeds up the release process by fetching a tested script, making the software deployment more reliable.
• Clarity and Consistency: Updated version tagging makes it easier for developers to track changes and understand which versions are being referenced, reducing confusion and improving communication in deployment notifications.
• Community Engagement: The addition of a Reddit badge encourages more community interaction and provides an easy way for users to follow discussions and updates.
• Software Maintenance: Keeping the library version updated ensures users benefit from the latest bug fixes and optimizations, leading to a smoother experience.

What's Changed

• Add https://www.reddit.com/r/Ultralytics/ badge by @glenn-jocher in #51
• Update publish.yml by @glenn-jocher in #52
• Update publish.yml by @glenn-jocher in #53
• Update init.py by @glenn-jocher in #54

Full Changelog: v2.0.5...v2.0.6

v2.0.5 - Use PAT for PR details (#50)

🌟 Summary

Version 2.0.5 includes improvements to the GitHub workflow for processing pull requests and a version bump in the THOP library.

📊 Key Changes

• 🛠️ Enhanced the GitHub Actions workflow to better handle pull request events and extract details more efficiently.
• 🔢 Updated the version of the THOP library from 2.0.3 to 2.0.5.

🎯 Purpose & Impact

• 🚀 Improved Workflow Efficiency: By refining the method of extracting pull request details, the process is now more robust and can handle different event types like pull_request and pull_request_target. This ensures that the right information is captured, which simplifies release procedures and enhances automation reliability.
• 🔄 Library Update: Incrementing the version number signifies minor updates or improvements to THOP, typically signaling to users that bug fixes or minor enhancements may have been introduced, contributing to a smoother integration or performance.

What's Changed

• Use PAT for PR details by @glenn-jocher in #50

Full Changelog: v2.0.4...v2.0.5