luyaor opened a new issue #8889: URL: https://github.com/apache/tvm/issues/8889
## Description When compiling following model with TVM, it will error on parsing. I think it is because Split operation in ONNX specification make some changes from previous version to current version (move split from attributes to inputs). Check here: [current](https://github.com/onnx/onnx/blob/master/docs/Operators.md#Split) and [previous](https://github.com/onnx/onnx/blob/master/docs/Changelog.md#Split-1). Correponding code is [here](https://github.com/apache/tvm/blob/400baf2b32d460497c3c65ebb50666536783d49e/python/tvm/relay/frontend/onnx.py#L1360). <img width="756" alt="image" src="https://user-images.githubusercontent.com/7541296/131540675-ae6c9c55-ee6f-415f-b433-faec095342ab.png";> The model(with ONNX as frontend) with error is as follows, check bug.onnx in [bug9.zip](https://github.com/apache/tvm/files/7085413/bug9.zip) ## Error Log ``` Traceback (most recent call last): File "doublecheck.py", line 40, in <module> mod, params = relay.frontend.from_onnx(onnx_model, shape_dict) File "/Users/luyaor/Documents/tvm/python/tvm/relay/frontend/onnx.py", line 2806, in from_onnx mod, params = g.from_onnx(graph, opset, freeze_params) File "/Users/luyaor/Documents/tvm/python/tvm/relay/frontend/onnx.py", line 2613, in from_onnx op = self._convert_operator(op_name, inputs, attr, opset) File "/Users/luyaor/Documents/tvm/python/tvm/relay/frontend/onnx.py", line 2721, in _convert_operator sym = convert_map[op_name](inputs, attrs, self._params) File "/Users/luyaor/Documents/tvm/python/tvm/relay/frontend/onnx.py", line 1130, in _impl_v1 return AttrCvt("split", ignores=["split"])(inputs, attr, params) File "/Users/luyaor/Documents/tvm/python/tvm/relay/frontend/common.py", line 430, in __call__ return get_relay_op(op_name)(*inputs, **new_attrs) TypeError: split() got multiple values for argument 'indices_or_sections' ``` ## How to reproduce ``` python check.py ``` ### Environment Python3, with tvm, onnx tvm version: [`c31e338`](https://github.com/apache/tvm/commit/c31e338d5f98a8e8c97286c5b93b20caee8be602) Wed Dec 9 14:52:58 2020 +0900 1. Download [bug9.zip](https://github.com/apache/tvm/files/7085413/bug9.zip) 2. Run `python check.py`. Hi @jwfromm , please check it out! Thanks! -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
![https://user-images.githubusercontent.com/7541296/131540675-ae6c9c55-ee6f-415f-b433-faec095342ab.png"](https://user-images.githubusercontent.com/7541296/131540675-ae6c9c55-ee6f-415f-b433-faec095342ab.png"){kind=link}