Error: unrecognized input '' for node: Resize_61

[jimeffry]

In order to do inference in browser/JavaScript, I used torch.onnx.export() to get the onnx model. And the details are below.

torch.onnx.export(net,
                    dummy_input,
                    export_onnx_file,
                    opset_version=13,
                    input_names=["input"]
    )

However, I could not load the onnx model in onnx.js environment. The error is below.

Uncaught (in promise) Error: unrecognized input '' for node: Resize_61
    at t.buildGraph (graph.ts:313)
    at new t (graph.ts:139)
    at Object.from (graph.ts:77)
    at t.load (model.ts:25)
    at session.ts:85
    at t.event (instrument.ts:294)
    at e.initialize (session.ts:81)
    at e.<anonymous> (session.ts:63)
    at onnx.min.js:14
    at Object.next (onnx.min.js:14)

We look forward to your reply . Thank you!

[fs-eire]

Thanks for the feedback.

Currently we are working on migrating ONNX.js to ONNX Runtime Web which offers enhanced user experience and improved performance. Please visit ONNX Runtime Web to get more details.

ONNX Runtime Web has a full operator support in 'wasm' backend.