mobilenetv3.py for MXNet-master #1527
Merged
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
* fix both document and a bug for RandomCrop
`RandomCrop` pad first and then crop, not what is said in the document or even CIFAR tutorials.
further, an error occurs with the default `pad=None`
```
>>> for i in train_data:break
...
multiprocessing.pool.RemoteTraceback:
"""
Traceback (most recent call last):
File "/usr/lib/python3.8/multiprocessing/pool.py", line 125, in worker
result = (True, func(*args, **kwds))
File "/home/neutron/.local/lib/python3.8/site-packages/mxnet/gluon/data/dataloader.py", line 450, in _worker_fn
batch = batchify_fn([_worker_dataset[i] for i in samples])
File "/home/neutron/.local/lib/python3.8/site-packages/mxnet/gluon/data/dataloader.py", line 450, in <listcomp>
batch = batchify_fn([_worker_dataset[i] for i in samples])
File "/home/neutron/.local/lib/python3.8/site-packages/mxnet/gluon/data/dataset.py", line 219, in __getitem__
return self._fn(*item)
File "/home/neutron/.local/lib/python3.8/site-packages/mxnet/gluon/data/dataset.py", line 230, in __call__
return (self._fn(x),) + args
File "/home/neutron/.local/lib/python3.8/site-packages/mxnet/gluon/block.py", line 693, in __call__
out = self.forward(*args)
File "/home/neutron/.local/lib/python3.8/site-packages/mxnet/gluon/nn/basic_layers.py", line 55, in forward
x = block(x)
File "/home/neutron/.local/lib/python3.8/site-packages/mxnet/gluon/block.py", line 693, in __call__
out = self.forward(*args)
File "/home/neutron/.local/lib/python3.8/site-packages/gluoncv/data/transforms/block.py", line 75, in forward
return image.random_crop(nd.array(x_pad), *self._args)[0]
UnboundLocalError: local variable 'x_pad' referenced before assignment
"""
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/neutron/.local/lib/python3.8/site-packages/mxnet/gluon/data/dataloader.py", line 505, in __next__
batch = pickle.loads(ret.get(self._timeout))
File "/usr/lib/python3.8/multiprocessing/pool.py", line 771, in get
raise self._value
UnboundLocalError: local variable 'x_pad' referenced before assignment
```
This PR is intend to fix both the document and the BUG which caused `pad` cannot be optional.
* make pylint happy.
make pylint happy.
* happy-2
happy-2
* remove monkey patch
I just think monkey patch may goes faster than the useless switch in the forward step
* make checkers happy
* bump up to 0.9 pre * fix nightly build mxnet
This reverts commit d2daaa3.
…to numpy-resnet
…into mxnet20-resnest
…dex' (unused-argument)
|
Job PR-1527-1 is done. |
|
Job PR-1527-2 is done. |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
mobilenetv3 for MXNet-master
Passed tests for
mobilenetv3.pyattest_imagenet_models()intest_model_zoo.pyon my local sever.Changes due to mxnet-master's different implementations from 1.7:
nn.HybridSequentialon mxnet-master does not accept the parameterprefixname_scopedefined in classHybridSequentialHybridBlockBlockon mxnet-master (block.py)