luyaor opened a new issue #7244: URL: https://github.com/apache/tvm/issues/7244
[Bug] [Relay] Error when compiling a simple ONNX model ## Description When compiling following model with TVM, it will error. The model(with ONNX as frontend) with error is as follows, check bug.onnx in [bug5.zip](https://github.com/apache/tvm/files/5794438/bug5.zip).  I think it is because ONNX allows attribute `alpha` in **LeakyRelu** with a default value 0.01. Please check LpPool in ONNX: https://github.com/onnx/onnx/blob/master/docs/Operators.md#leakyrelu ## Error Log ``` Traceback (most recent call last): File "check.py", line 11, in <module> mod, params = relay.frontend.from_onnx(onnx_model, {}) 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/common.py", line 603, in __call__ return get_relay_op(self._new_name)(*inputs, **attrs) TypeError: leaky_relu() missing 1 required positional argument: 'alpha' ``` ## How to reproduce ### 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 [bug5.zip](https://github.com/apache/tvm/files/5794438/bug5.zip) 2. Run `python check.py`. ---------------------------------------------------------------- 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. For queries about this service, please contact Infrastructure at: [email protected]
