Thrsu opened a new issue, #15396:
URL: https://github.com/apache/tvm/issues/15396
### 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 AssertionError(msg)
AssertionError:
Not equal to tolerance rtol=1e-05, atol=1e-05
Mismatched elements: 1 / 102600 (0.000975%)
Max absolute difference: 2.028241e+31
Max relative difference: 1.2892904e-05
x: array([[[[[2.116557e-01, 6.871684e-01, 1.114575e+00, ...,
5.243167e-01, 1.032357e+00, 9.073991e-01],
[3.627845e+37, 1.417131e+00, 6.541348e+37, ...,...
y: array([[[[[2.116557e-01, 6.871684e-01, 1.114575e+00, ...,
5.243167e-01, 1.032357e+00, 9.073991e-01],
[3.627845e+37, 1.417131e+00, 6.541348e+37, ...,...
```
### Environment
- TVM version: 0.13.dev0
- PyTorch: 1.4.0
### Steps to reproduce
```Python
import torch
from tvm import relay
import tvm
import numpy as np
m = torch.nn.ELU(alpha=-1.8574e+38,)
input_data=torch.tensor(torch.randn([9, 12, 19, 5, 10], dtype=torch.float32))
torch_outputs = m(input_data)
trace = torch.jit.trace(m, input_data)
input_shapes = [('input0', torch.Size([9, 12, 19, 5, 10]))]
mod, params = relay.frontend.from_pytorch(trace, input_shapes)
input_data_np = input_data.numpy()
with tvm.transform.PassContext(opt_level=3):
exe = relay.create_executor('graph', mod=mod, params=params,
device=tvm.device('llvm', 0), target='llvm').evaluate()
input_tvm = {'input0': tvm.nd.array(input_data_np.astype(np.float32))}
tvm_outputs = exe(**input_tvm).asnumpy()
np.testing.assert_allclose(torch_outputs, tvm_outputs, rtol=1e-5, atol=1e-5)
```
### Triage
* needs-triage
* frontend:torch
Is this a bug in TVM? @ezyang
--
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]
