Upgrade torch to 1.12 (deepset-ai#2741)

* Upgrade torch to 1.12

* upgrade torch-scatter

* add explicit torch-scatter installation

* set torch dependency to range >1.9,<1.13

.github/actions/python_cache/action.yml

@@ -53,4 +53,4 @@ runs:
       pip install .[all]
       pip install rest_api/
       pip install ui/
-      pip install torch-scatter -f https://data.pyg.org/whl/torch-1.11.0+cpu.html
+      pip install torch-scatter -f https://data.pyg.org/whl/torch-1.12.0+cpu.html

.github/workflows/autoformat.yml

@@ -40,7 +40,7 @@ jobs:
           pip install .[all]
           pip install rest_api/
           pip install ui/
-          pip install torch-scatter -f https://data.pyg.org/whl/torch-1.11.0+cpu.html
+          pip install torch-scatter -f https://data.pyg.org/whl/torch-1.12.0+cpu.html
 
       - name: Install sndfile
         run: sudo apt update && sudo apt-get install libsndfile1 ffmpeg

.github/workflows/tests.yml

@@ -104,6 +104,9 @@ jobs:
 
     - name: Setup Python
       uses: ./.github/actions/python_cache/
+
+    - name: Install torch-scatter
+      run: pip install torch-scatter -f https://data.pyg.org/whl/torch-1.12.0+cpu.html
 
       # TODO Let's try to remove this one from the unit tests
     - name: Install pdftotext
@@ -700,4 +703,4 @@ jobs:
             echo "Please enable GitHub Action on your fork to pass this check!"
             echo "See https://github.com/deepset-ai/haystack/blob/master/CONTRIBUTING.md#forks for instructions"
             exit 1
-          fi
+          fi

.github/workflows/tutorials.yml

@@ -51,7 +51,7 @@ jobs:
       run: |
         pip install --upgrade pip
         pip install .[all]
-        pip install torch-scatter -f https://data.pyg.org/whl/torch-1.11.0+cpu.html
+        pip install torch-scatter -f https://data.pyg.org/whl/torch-1.12.0+cpu.html
         pip install pygraphviz
         pip install ipython nbformat
 

.github/workflows/tutorials_nightly.yml

@@ -47,7 +47,7 @@ jobs:
       run: |
         pip install --upgrade pip
         pip install .[all]
-        pip install torch-scatter -f https://data.pyg.org/whl/torch-1.11.0+cpu.html
+        pip install torch-scatter -f https://data.pyg.org/whl/torch-1.12.0+cpu.html
         pip install pygraphviz
         pip install ipython nbformat
 

setup.cfg

@@ -53,7 +53,7 @@ setup_requires =
     wheel
 install_requires =
     importlib-metadata; python_version < '3.8'
-    torch>1.9,<1.12
+    torch>1.9,<1.13
     requests
     pydantic
     transformers==4.20.1