Zhenhua Wang

Results 13 issues of Zhenhua Wang

# Model Request ### Which model would you like to see in the model zoo? A quantized MobileNet (doesn't matter which version) could be fine. TensorFlow has published end to...

model-request

Several operators (e.g. `Add`, `Conv`) have fused activation function. The complete list of such fused activation function list can be found at https://jackwish.net/tflite/docs/ActivationFunctionType.m.html This issue tracks the status (moved from...

help wanted

Via `onnxcli` https://github.com/zhenhuaw-me/onnxcli/issues/28 The model: https://github.com/zhenhuaw-me/onnxcli/blob/v0.2.0/assets/tests/conv.float32.onnx Last pass version: v0.2.7 Log ``` 2022-11-13 12:15:29,988 D [testing][test_dispatcher.py:34] Running optimize ./assets/tests/conv.float32.onnx optimized.onnx 2022-11-13 12:15:29,988 D [onnxcli][dispatcher.py:25] Running ['optimize', './assets/tests/conv.float32.onnx', 'optimized.onnx'] 2022-11-13 12:15:29,994...

bug

Via pipeline https://github.com/zhenhuaw-me/onnxcli/actions/runs/3453474851/jobs/5764096907. [A simple model](https://github.com/zhenhuaw-me/onnxcli/blob/v0.2.0/assets/tests/conv.float32.onnx) works no issue till optimizer v0.2.7 (verified locally), but starts to fail with optimizer v0.3.0 (verified locally) and still fail with v0.3.2 (the pipeline)....

Bert series ONNX models are very large (x GB) thus not easy to share the real file. We can improve this process by overwriting the weights (initializers) * It can...

enhancement

We don't supported nested graph, e.g. the true and false graph of `If`. Would be great to have it.

Graph IO are not standout from other tensors. It should.

enhancement

We currently draw tensors as boxes and operators as circles. ![image](https://user-images.githubusercontent.com/4936589/186670239-c1d15cee-1ee2-4468-b3c1-dd89ad7eec79.png) The graph will be complex if large model. We draw the tensor information on the edges and keep only...

enhancement

`infershape` is not very useful if the input shapes are symbolics (dynamic shapes). If the user can set input shapes, it's more powerful: * If set to static shapes, the...

enhancement

I don't like this, but maybe it will be helpful we can collect them into one tool such that we won't wonder if we can convert ONNX from/to a specific...

enhancement