Release v0.2.5 · microsoft/onnxscript

What's Changed

Constructor of ir.Function now takes metadata_props from the ir.Graph object. #2182

Annotate script() with ParamSpec for more accurate typing by @justinchuby in #2178
Replace ast.NameConstant with ast.Constant and remove duplicates by @justinchuby in #2188

Introduce pattern.any_value by @gramalingam in #2175
[Pass] Fix bugs in LiftConstantsToInitializersPass by @titaiwangms in #2189
[pass] Avoid lifting tensors that are too small to initializers by @justinchuby in #2190
Avoid using fixed value for max_pos_ids in cos_sin_cache fusion by @shubhambhokare1 in #2167
Add fusion rule to fuse (query, key, value) to a packed QKV for GQA by @shubhambhokare1 in #2174
Update constant fold to use correct numpy type by @justinchuby in #2204
Remove legacy optimizer by @justinchuby in #2180
[Pass] Remove metadata_props and doc_string from the model by @titaiwangms in #2182

[Pass] Support lift constants to initializers pass by @titaiwangms in #2160
[pass] Create topological sort pass by @justinchuby in #2191
[pass] Create check to ensure in-place passes are actually inplace by @justinchuby in #2192
[IR] Reconcile graph in Node by @justinchuby in #2183
[IR] Implement model.graphs() by @justinchuby in #2200
[passes] Move inliner to common passes by @justinchuby in #2206
[passes] Remove external_data_folder option from FoldConstantsPass by @justinchuby in #2207
[pass] Implement checker pass and refactor shape inference by @justinchuby in #2199
[IR][fix] Save value info for initializers by @justinchuby in #1552
[IR] Allow pass result as pass input by @justinchuby in #2220
[pass] Create version converter pass by @justinchuby in #2214
[pass] Remove unused initialized inputs in DCE by @leshabirukov in #2212

[torchlib] Precompute the constant for gelu to avoid precision loss by @justinchuby in #2179
[torchlib] Fix calls to Unsqueeze to provide correct 1d axes by @justinchuby in #2186
Implement fft torchop by @bmehta001 in #2141

Remove benchmark from tools by @justinchuby in #2173
Modify constant-folder to return computed symbolic value map by @gramalingam in #2172
Update ort-nightly version in test by @justinchuby in #2193
Updated docs for rewrite-patterns by @LuniaKunal in #2196
Add test for TopologicalSortPass on functions by @justinchuby in #2198
Update TorchTensor to use ml_dtypes by @justinchuby in #2201
Update release.yml to change the section for passes by @justinchuby in #2208
Fix optimizer tests by @justinchuby in #2217

Full Changelog: v0.2.4...v0.2.5