Bowen Bao

Clarify SplitToSequence default value for Input split

2

Fixing #2396. This logic was missing in the spec, and was only present in shape inferencing/test cases.

Create script to export BART encoder and decoder for use with custom beam search op

5

**Is your feature request related to a problem? Please describe.** Under https://github.com/microsoft/onnxruntime/tree/master/onnxruntime/python/tools/transformers/models, a set of tools to enable users to export BART encoder and decoder to ONNX, for use with...

Regression: eraseOutput: Assertion `outputs_[i]->uses().empty()` failed.

12

This is a regression from running `onnxoptimizer`. Calling `optimize` from onnx 1.7 with the same model and same passes did not throw any error. ``` Traceback (most recent call last):...

Llava model is not running its vision module

1

In order for that to happen, an additional input `pixel_values` must be provided. This is different from standard `HuggingFaceModel`.

[Question][Background_Matting] Unused intermediate result `multi_feat`.

1

Observe `multi_feat` is unused and not returned. Should it be removed or is it a bug in the implementation? https://github.com/pytorch/benchmark/blob/2ea018e9b6680e19d5ebb3267d6ceb6d14271dbc/torchbenchmark/models/Background_Matting/networks.py#L97-L111

[ONNX] Opset 18 support for TorchScript exporter

1

* Modified ONNX Ops - [ ] Reduce ops. E.g., https://onnx.ai/onnx/operators/text_diff_ReduceMax_13_18.html#l-onnx-op-reducemax-d13-18 - [ ] Pad. https://onnx.ai/onnx/operators/text_diff_Pad_13_18.html#l-onnx-op-pad-d13-18 - [ ] Resize. https://onnx.ai/onnx/operators/text_diff_Resize_13_18.html#l-onnx-op-resize-d13-18 - [ ] ScatterElements, ScatterND. Native reduction mode https://onnx.ai/onnx/operators/text_diff_ScatterElements_16_18.html#l-onnx-op-scatterelements-d16-18...

`onnx.inliner` is applied on dort exported intermediate onnx models as a temporary solution to improve performance until runtimes adapt to function format. This issue tracks related progress and discussions on...

[ONNX][dynamo_export] ONNX::Celu Half unsupported but export passed w/ invalid model when opmath disabled

6

In #113780 I'm experimenting turning off opmath type promotion for export since it inserts upcasts that are hard to reason for backends. This issue can be reproed by below with...

RFC-0015-Tracer-module-scope-extension

16

[rendered](https://github.com/BowenBao/rfcs/blob/master/RFC-0015-Tracer-module-scope-extension.md)