build: pin torch 1.13 for testing

[julian-risch]

Related Issues

• fixes Upgrade torch to 1.13.0 #3683
• related issue Better model security with new PyTorch version #3521

The pre-installed version of torch in google colab is torch 1.13.0+cu116 since this morning and causes problems.

In the CI with torch 1.13 it seems that there are problems with faiss. Maybe the order of the imports. I will try to import torch before faiss.

It might be that the problem gets fixed with the next torch release thanks to this PR. We could see a 1.13.1 release candidate today and the full release in one week.

Locally on M1 I was able to run tutorial 1 with torch 1.13 installed without issues.

 Attempting uninstall: torch
    Found existing installation: torch 1.13.0+cu116
    Uninstalling torch-1.13.0+cu116:
      Successfully uninstalled torch-1.13.0+cu116
  Attempting uninstall: torchvision
    Found existing installation: torchvision 0.14.0+cu116
    Uninstalling torchvision-0.14.0+cu116:
      Successfully uninstalled torchvision-0.14.0+cu116
Successfully installed Mako-1.2.4 alembic-1.8.1 azure-ai-formrecognizer-3.2.0 azure-common-1.1.28 azure-core-1.26.1 backoff-1.11.1 databricks-cli-0.17.3 docker-5.0.3 docopt-0.6.2 elasticsearch-7.17.7 farm-haystack-1.12.0rc0 gitdb-4.0.10 gitpython-3.1.29 gunicorn-20.1.0 huggingface-hub-0.11.1 isodate-0.6.1 jarowinkler-1.2.3 langdetect-1.0.9 mlflow-2.0.1 mmh3-3.0.0 monotonic-1.6 msrest-0.7.1 num2words-0.5.12 posthog-2.2.0 pyjwt-2.6.0 python-docx-0.8.11 quantulum3-0.7.11 querystring-parser-1.2.4 rank-bm25-0.2.2 rapidfuzz-2.7.0 sentence-transformers-2.2.2 sentencepiece-0.1.97 seqeval-1.2.2 shap-0.41.0 slicer-0.0.7 smmap-5.0.0 tika-1.24 tokenizers-0.12.1 torch-1.12.1 torchvision-0.13.1 transformers-4.21.2 websocket-client-1.4.2
  Running command git clone --filter=blob:none --quiet https://github.com/deepset-ai/haystack.git /tmp/pip-install-lwqbfdr0/farm-haystack_542de4737f8743459d9d84e6751ac943
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
torchtext 0.14.0 requires torch==1.13.0, but you have torch 1.12.1 which is incompatible.
torchaudio 0.13.0+cu116 requires torch==1.13.0, but you have torch 1.12.1 which is incompatible.

With GPU
Tutorials working: 1, 2, 3, 6, 7, 8
Tutorials not working working: none so far
Elasticsearch not starting: 4, 11

Proposed Changes:

How did you test it?

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• I have read the contributors guidelines and the code of conduct
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[julian-risch]

The testing was successful and we will merge the torch version upgrade in #3727