Colab notebook stopped working (May 22, 2024)

[vitalybellen]

Hello! I apologize for creating this topic - I'm using your notebook for Google Colab (Pro). Everything was great, but today it stopped working and I encountered this error:

WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for:
PyTorch 2.2.1+cu121 with CUDA 1201 (you have 2.3.0+cu121)
Python 3.10.13 (you have 3.10.12)
Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers)
Memory-efficient attention, SwiGLU, sparse and more won't be available.
Set XFORMERS_MORE_DETAILS=1 for more details

It might be something on my end, but reinstalling didn't help.
Also, when generating in Colab itself, this appears:

NotImplementedError: No operator found for memory_efficient_attention_forward with inputs: query : shape=(1, 4096, 1, 512) (torch.float16) key : shape=(1, 4096, 1, 512) (torch.float16) value : shape=(1, 4096, 1, 512) (torch.float16) attn_bias : <class 'NoneType'> p : 0.0 decoderF is not supported because: max(query.shape[-1] != value.shape[-1]) > 128 xFormers wasn't build with CUDA support attn_bias type is <class 'NoneType'> operator wasn't built - see python -m xformers.info for more info [email protected] is not supported because: max(query.shape[-1] != value.shape[-1]) > 256 xFormers wasn't build with CUDA support requires device with capability > (8, 0) but your GPU has capability (7, 5) (too old) operator wasn't built - see python -m xformers.info for more info cutlassF is not supported because: xFormers wasn't build with CUDA support operator wasn't built - see python -m xformers.info for more info smallkF is not supported because: max(query.shape[-1] != value.shape[-1]) > 32 xFormers wasn't build with CUDA support dtype=torch.float16 (supported: {torch.float32}) operator wasn't built - see python -m xformers.info for more info unsupported embed per head: 512

Thank you very much in advance!

upd: Adding a line before the execution cell helped me:

!pip install -U xformers --indx-url https://download.pytorch.org/whl/cu121

[TheLastBen]

fixed