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### 🐛 Describe the bug
I see the following error in a toy training loop with PyTorch Lightning, FSDP1, torchao.float8 and torch.compile:
```
[rank0]: File "/home/vasiliy/.conda/envs/pt_nightly_…
vkuzo updated
2 weeks ago
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[1] https://discuss.pytorch.org/t/how-can-i-extract-intermediate-layer-output-from-loaded-cnn-model/77301
[2] https://forums.fast.ai/t/pytorch-best-way-to-get-at-intermediate-layers-in-vgg-and-resnet…
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### Prerequisite
- [X] I have searched [Issues](https://github.com/open-mmlab/mmcv/issues) and [Discussions](https://github.com/open-mmlab/mmcv/discussions) but cannot get the expected help.
- [X] Th…
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### 🐛 Describe the bug
When using torch.compile, parameter freezing can be enabled on Inductor with torch._inductor.config.freezing flag. Dynamo checks this flag and adds the model parameters and buf…
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### 🐛 Describe the bug
**Description:** Assume we have a concolution layer that processes an input `x` into an output `y` using a kernel `w`, i.e. `y = conv(x, w)`. Further, assume that the input is …
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Traceback (most recent call last):
File "train4.py", line 144, in
args.func(config, output_dir, args)
File "train4.py", line 44, in train_base
return train_joint(config, output_dir, a…
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### 🐛 Describe the bug
`_copy` ops all accept an `out=` parameter. The usual behavior is this:
1. If the `out=` parameter is the correct size, the result is copied into it.
2. If the `out=` par…
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I define a foo.py file and then creat a jupyter lab notebook that will import the class CNN in this file.In this foo.py file. I first define the class CNN then the class fun
```
'import` torch
im…
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### 🐛 Describe the bug
I exported the same model twice but the hash results are not same, for `torch-2.6.0.dev20241029+cu121`. I expect `hash1` equals `hash2`. The following function failed for `to…
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Description
This feature aims to implement a Recurrent Neural Network (RNN) model to classify eye diseases from medical images. The model will be trained to identify various eye conditions such as …