IR2Vec v2.1.2 (LLVM 17.x)

This release supports LLVM 17.x . Following is the summary of changes:

• Modification of "BSD-3 Clause" license to "Apache 2.0 with LLVM Exceptions" license. (#114)
• Eigen is now optional. (#100, Thanks @PrasannaLanka)
• Vocabulary support with different embedding dimensions. (#126, Thanks @nishant-sachdeva)
• Vocabulary is in-memory, saved as std::map during build. (#93, #102 , Thanks @PrasannaLanka, @RajivChitale)
• Hyperparameter tuning support with Ray for training the Vocabulary (#119, #120, #123, Thanks @Charanyash, @Harikaraja)
• Addition of SQLite benchmarks as part of tests. (#113, Thanks @m-atalla)

What's Changed

• Patch to v1.0.0 by @svkeerthy in #22
• Merging main to llvm10 for release by @svkeerthy in #39
• Merging changes from main by @svkeerthy in #42
• Llvm17ray by @nishant-sachdeva in #85
• Update to cmake in order to support both standalone and llvm submodule builds. by @pranav-159 in #94
• Faster generation of vocabulary header by @RajivChitale in #102
• With pre-commit-checks by @RajivChitale in #104
• created file to generated vocabulary as map by @PrasannaLanka in #98
• LLVM17LIT by @nishant-sachdeva in #95
• updated vector initialisation by @yash3886 in #106
• new PR by @PrasannaLanka in #107
• Eigen package is optional (support for removed eigen) by @yash3886 in #108
• Benchmarks time evaluation script by @m-atalla in #111
• SQLite benchmark by @m-atalla in #113
• Changing BSD-4 license to Apache 2.0 with LLVM Exceptions by @svkeerthy in #114
• sqlite3 test errors fixed by @nishant-sachdeva in #115
• OpenKE Pytorch compatibility with link prediction scores by @Charanyash in #119
• Added Optuna Search and Configuration changes by @Harikaraja in #123
• Update README.md to reflect mutliple dims support by @svkeerthy in #124
• Seedemb opt by @nishant-sachdeva in #125
• Extending support for vocabularies of different dimensions by @nishant-sachdeva in #127
• Exposing vocab of different dims by @svkeerthy in #126
• Pulling latest changes from main by @svkeerthy in #128
• Exposing BB level representations by @svkeerthy in #129
• Training IR2Vec with the compile dataset by @nishant-sachdeva in #131

New Contributors

• @pranav-159 made their first contribution in #94
• @RajivChitale made their first contribution in #102
• @yash3886 made their first contribution in #106
• @Charanyash made their first contribution in #119
• @Harikaraja made their first contribution in #123

Full Changelog: v2.1.1...v2.1.2

IR2Vec v2.1.1 (LLVM 16.x)

This is a minor release to support LLVM 16.x with updated vocabulary and other related aspects.

What's Changed

• Update Python example in README to reflect latest changes by @svkeerthy in #83
• Llvm16ray by @nishant-sachdeva in #81
• Update README.md by @Sangameshdavey in #86
• Update README.md by @Sangameshdavey in #88
• Update README.md by @Sangameshdavey in #90
• Merging changes from main by @svkeerthy in #91

Full Changelog: v2.1.0...v2.1.1

IR2Vec v2.1.0 (LLVM 14.x)

This release supports LLVM 14.x and has better Python integration and user friendly APIs.

What's Changed

• Llvm14config by @nishant-sachdeva in #71
• Llvm14config by @nishant-sachdeva in #80
• Update README.md by @svkeerthy in #82

Full Changelog: v2.0.0...v2.1.0

IR2Vec v2.0.0 (LLVM 12.x)

This release supports LLVM 12.x and has new features. We also expose Python APIs, installable via whl files.

Following are the summary of changes

• Generating function level IR2Vec vectors in an on-demand fashion (#53, Thanks @PrasannaLanka)
• IR2Vec Python package, Manylinux builds, related automation scripts (#56, #58 , #70, #73, Thanks @necessary129, @ShikharJain97, @Soumyaworks)

What's Changed

• Update README.md by @svkeerthy in #44
• Merging Dev 12 changes to main by @svkeerthy in #43
• Update .pre-commit-config.yaml by @svkeerthy in #49
• Reduce logging verbosity. by @ChrisCummins in #48
• Updating README with correct badge paths by @svkeerthy in #51
• Adding IR2Vec_Wheels & Manylinux2014_Source_Code. by @ShikharJain97 in #59
• Setting Ubuntu-20.04 as version in test.yml by @svkeerthy in #65
• On demand by @PrasannaLanka in #63
• Update .pre-commit-config.yaml by @svkeerthy in #67
• On demand by @PrasannaLanka in #68
• Add Python wheel building + Publishing workflow by @necessary129 in #70
• Publishing to PyPI related changes by @Soumyaworks in #73
• Incremental changes in README.md by @Soumyaworks in #74
• Merging main to llvm12 by @svkeerthy in #76
• Update README.md by @svkeerthy in #78
• Update upload-pypi.yml by @svkeerthy in #79

New Contributors

• @ChrisCummins made their first contribution in #48
• @ShikharJain97 made their first contribution in #59
• @PrasannaLanka made their first contribution in #63
• @necessary129 made their first contribution in #70
• @Soumyaworks made their first contribution in #73

Full Changelog: v1.1.0...v2.0.0

IR2Vec v1.1.0 (LLVM 10.0.1)

This release focuses on performance improvements to IR2Vec, in addition to other bug fixes. Many thanks to @anilavakundu for the contributions to this release.

• Flow-Aware embedding generation do not take up more stack space for certain programs anymore. (#37)
• OpenKE dependency has been upgraded. (#24)
• Other bug fixes.

IR2Vec with LLVM V10.0.1

• Added support for LLVM 10.0.1
• Exposed IR2Vec as libraries
• Added support for returning embeddings as vectors and maps

IR2Vec with LLVM V8.0.1

Corresponds to the published version of the IR2Vec paper.