microsoft / microsoft/onnxruntime-inference-examples

Getting error when creating inference session *Browser*

Open
#33 3 comments 0 reactions 1 assignee View on GitHub

@fs-eire is already working on this.

Since Sep 24, 2021.

Dominant language
C++
Stars
1.7k
Forks
414
Avg merge
1d 6h
Merged PRs (30d)
14

Description

Running into an error when trying to create an Inference session. Using React and onnx runtime web. I am using a custom model I ported over from PyTorch.

error below

TypeError: Cannot read properties of null (reading 'irVersion')
    at t.loadFromOrtFormat (ort-web.min.js:6)
    at t.load (ort-web.min.js:6)
    at ort-web.min.js:6
    at t.event (ort-web.min.js:6)
    at t.initialize (ort-web.min.js:6)
    at t.<anonymous> (ort-web.min.js:6)
    at ort-web.min.js:6
    at Object.next (ort-web.min.js:6)
    at a (ort-web.min.js:6)

Here is how I am creating an array buffer from model

        const created = async () => {
            // fetch the model file to be used later
            try {
              const response = await fetch(onyxModelFilepath);
              const modelFile = await response.arrayBuffer();
              setModelFile(modelFile);
            } catch (e) {
              console.log(e);
              setModelLoadingError(true);
            }
          };

and then creating a session from the said model which is where I am receiving the error

            export async function createModel(model) {
              try {
                return await InferenceSession.create(model);
              } catch (e) {
                console.error(e);
              }
            }

How I converted my PyTorch model

            net.eval()
            input_names = ["input"]
            # output names
            output_names = ["output"]
        
            # dummy input data 
            dummy_input = torch.randn(1, 3, 256, 256)
            
            torch.onnx.export(
                net.to(self.device), 
                dummy_input, 
                './classic_sr_gan.onnx', 
                input_names=input_names, 
                output_names=output_names,
                opset_version=11
            )

original repo I cloned to train model

Models
onnx
pth

Let me know if you need more context/information. Thanks!

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.