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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2021/01/11 07:39:06 UTC

[GitHub] [tvm] luyaor opened a new issue #7244: [Bug] [Relay] Error when compiling ONNX with LeakyRelu

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).
   ![image](https://user-images.githubusercontent.com/7541296/104155892-1225fc80-5423-11eb-9e6b-2a0b8a90a017.png)
   
   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`.
   


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[GitHub] [tvm] luyaor closed issue #7244: [Bug] [Relay] Error when compiling ONNX with LeakyRelu

Posted by GitBox <gi...@apache.org>.
luyaor closed issue #7244:
URL: https://github.com/apache/tvm/issues/7244


   


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[GitHub] [tvm] luyaor commented on issue #7244: [Bug] [Relay] Error when compiling ONNX with LeakyRelu

Posted by GitBox <gi...@apache.org>.
luyaor commented on issue #7244:
URL: https://github.com/apache/tvm/issues/7244#issuecomment-758703453


   Fixed in #7259.
   


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