Thrsu

[Bug] ELU produced inconsistent inference results with PyTorch

2

### Actual behavior ``` Traceback (most recent call last): ... np.testing.assert_allclose(torch_outputs, tvm_outputs, rtol=1e-5, atol=1e-5) File "/workplace/software/miniconda3/envs/torch/lib/python3.7/site-packages/numpy/testing/_private/utils.py", line 1528, in assert_allclose verbose=verbose, header=header, equal_nan=equal_nan) File "/workplace/software/miniconda3/envs/torch/lib/python3.7/site-packages/numpy/testing/_private/utils.py", line 840, in assert_array_compare raise...

UnboundLocalError when using torch2trt with MultiLabelSoftMarginLoss

1

### Description: I encountered an UnboundLocalError when trying to convert a `MultiLabelSoftMarginLoss` module using torch2trt. The error occurs when the dim parameter is not provided to the torch.mean function within...

ValueError: len() should return >= 0 with LPPool2d operator

3

### Description: The error message is as below: ``` Traceback (most recent call last): ... model_trt = torch2trt(model, [input_data]) File "/root/miniconda3/envs/nnsmith/lib/python3.9/site-packages/torch2trt-0.4.0-py3.9.egg/torch2trt/torch2trt.py", line 778, in torch2trt outputs = module(*inputs) File "/root/miniconda3/envs/nnsmith/lib/python3.9/site-packages/torch/nn/modules/module.py",...

Inconsistent inference results with ConstantPad2d operator

1

### Description: I'm experiencing a discrepancy between the inference results of my PyTorch model and the TensorRT model obtained by converting it using the torch2trt tool. ### Reproduce This can...

Inconsistent inference results with AdaptiveMaxPool3d operator

1

### Description: I'm experiencing a discrepancy between the inference results of my PyTorch model and the TensorRT model obtained by converting it using the torch2trt tool. ### Reproduce This problem...

TypeError: 'int' object is not iterable when using torch2trt to convert a PyTorch model with Transformer operator

1

### Description: I encountered an error while using torch2trt for converting a PyTorch model with Transformer operator. The error message is as follows: ``` Traceback (most recent call last): ......

### Description: I'm experiencing a discrepancy between the inference results of PyTorch model and the TensorRT model obtained by converting it using the torch2trt tool. ### Reproduce This issue can...

### Description: I'm experiencing a discrepancy between the inference results of PyTorch model and the TensorRT model obtained by converting it using the torch2trt tool. ### Reproduce This issue can...

### Description: I'm experiencing a discrepancy between the inference results of PyTorch model and the TensorRT model obtained by converting it using the torch2trt tool. ### Reproduce This issue can...

### Description: I'm experiencing a discrepancy between the inference results of PyTorch model and the TensorRT model obtained by converting it using the torch2trt tool. ### Reproduce This issue can...