[Web] Error: using ceil() in shape computation is not yet supported for AveragePool

[xenova]

Describe the issue

When attempting to run https://huggingface.co/onnx-community/rtdetr_r50vd on WebGPU, I receive the following error:

To reproduce

JSFiddle: https://jsfiddle.net/j8uc3k91/

const url = 'https://huggingface.co/onnx-community/rtdetr_r18vd_coco_o365/resolve/main/onnx/model.onnx?download=true';
const session = await ort.InferenceSession.create(url, {
  executionProviders: ['webgpu'],
});

const dims = [1, 3, 640, 640];
const input = new ort.Tensor(
  'float32',
  new Float32Array(dims.reduce((acc, x) => acc * x, 1)),
  dims,
)

// prepare feeds. use model input names as keys.
const feeds = { pixel_values: input };

// feed inputs and run
const results = await session.run(feeds);
console.log(results)

Urgency

Blocks RT-DETR use in Transformers.js w/ WebGPU

ONNX Runtime Installation

Released Package

ONNX Runtime Version or Commit ID

1.18.0

Execution Provider

'webgpu' (WebGPU)

[xenova]

cc @guschmue @fs-eire

[guschmue]

ok, we'll fix this. I think there is another issue on this too.

[github-actions]

This issue has been automatically marked as stale due to inactivity and will be closed in 30 days if no further activity occurs. If further support is needed, please provide an update and/or more details.

[xenova]

bump :) will be fixed by #21231 I assume?