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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2021/01/11 04:47:29 UTC
[GitHub] [tvm] luyaor opened a new issue #7241: [Bug] [Relay] Error when compiling ONNX with LpPool
luyaor opened a new issue #7241:
URL: https://github.com/apache/tvm/issues/7241
## 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 [bug4.zip](https://github.com/apache/tvm/files/5794039/bug4.zip).
I think it is because ONNX allows attribute `p` in **LpPool** with a default value 2. Please check LpPool in ONNX: https://github.com/onnx/onnx/blob/master/docs/Operators.md#lppool
## 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/onnx.py", line 712, in _impl_v1
p = _expr.const(attr["p"], dtype)
KeyError: 'p'
```
## 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
[bug4.zip](https://github.com/apache/tvm/files/5794039/bug4.zip)
2. Run `python check.py`.
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[GitHub] [tvm] luyaor closed issue #7241: [Bug] [Relay] Error when compiling ONNX with LpPool
Posted by GitBox <gi...@apache.org>.
luyaor closed issue #7241:
URL: https://github.com/apache/tvm/issues/7241
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[GitHub] [tvm] luyaor commented on issue #7241: [Bug] [Relay] Error when compiling ONNX with LpPool
Posted by GitBox <gi...@apache.org>.
luyaor commented on issue #7241:
URL: https://github.com/apache/tvm/issues/7241#issuecomment-757623608
I also created a corresponding PR for this issue: https://github.com/apache/tvm/pull/7242
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[GitHub] [tvm] luyaor commented on issue #7241: [Bug] [Relay] Error when compiling ONNX with LpPool
Posted by GitBox <gi...@apache.org>.
luyaor commented on issue #7241:
URL: https://github.com/apache/tvm/issues/7241#issuecomment-912209870
Closed with https://github.com/apache/tvm/pull/8866
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