v0.1.2: Improved project quality and some layers' support fixed

This release fixes the support of some layers and improves the project quality.

Note: torchscan 0.1.2 requires PyTorch 1.5 or higher.

Highlights

🎨 Documentation theme

It was time to update the documentation, thus the theme was changed from Read the Docs to Furo (#61)

This comes with nice features like dark mode and edit button!

🧹 Code quality

Getting a clean, maintainable code base is one of the key catalyst aspects for an OSS project. As such, a few improvements have been made:

• codebase quality : adding annotation typing (#30), black formatting (#58)
• moved legacy requirements.txt to pyproject.toml (#58, #59)
• added a Makefile for easier development (#61)

Breaking changes

⚠️ Branch renaming

The master branch was renamed into main (#60), so if you were installing from source a specific branch name, make sure to update this reference!

What's Changed

Breaking Changes 🛠

• docs: Renamed ref from master to main by @frgfm in #60

New Features 🚀

• ci: Added FUNDING button by @frgfm in #71
• docs: Added list of supported layers to documentation by @frgfm in #74

Bug Fixes 🐛

• fix: Fixed RF computation and added effective stride and padding by @frgfm in #33
• chore: Fixed doc deploy by @frgfm in #35
• fix: Fixed MAC/FLOP computation for Linear in higher dimensions by @frgfm in #52
• fix: read encoding with utf-8 by @joonas-yoon in #56
• fix: Fixed GPU RAM estimation by @frgfm in #64
• docs: Fixed author entry in pyproject by @frgfm in #67
• fix: Fixed release job and conda recipe by @frgfm in #75

Improvements

• fix: Fixed support of modules that are used multiple times during forward by @frgfm in #24
• feat: Added support of dilation in receptive field computation by @frgfm in #28
• chore: Added annotation typing by @frgfm in #30
• style: Reorganized print with dynamic column width resolution by @frgfm in #32
• feat: Switched correctly the RF computation order by @frgfm in #34
• style: Fixed annotation typing by @frgfm in #38
• chore: Updated CI jobs and added multi-version docs by @frgfm in #47
• feat: Added FLOPS estimation support for nn.Transformer by @frgfm in #48
• refactor: Improved project code quality by @frgfm in #53
• refactor: Refactored setup and tool config into setup.cfg by @frgfm in #57
• style: Added black formatting & refactored configs into pyproject.toml by @frgfm in #58
• ci: Deprecates old requirements.txt by @frgfm in #59
• docs: Updated documentation theme and README by @frgfm in #61
• docs: Updated documentation theme by @frgfm in #62
• style: Updated mypy and isort configs by @frgfm in #66
• chore: Improved version specifiers and fixed conda recipe by @frgfm in #68
• ci: Updates the Python version of the CI & file headers by @frgfm in #69
• docs: Fixed README badge and updated documentation by @frgfm in #70
• docs: Improved documentation build script by @frgfm in #72
• style: Renamed variables to avoid built-in names by @frgfm in #73

New Contributors

• @joonas-yoon made their first contribution in #56

Full Changelog: v0.1.1...v0.1.2