From be83cabeb130b7e11067cd257c82f006ab367982 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 13:58:14 +0200
Subject: [PATCH 01/31] test removal of stuff in workflow

---
 .github/workflows/build.yml | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 75be67797..325de3efc 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -80,6 +80,19 @@ jobs:
       matrix:
         python-version: [3.8, 3.9, '3.10', '3.11']
     steps:
+      - name: Maximize build space
+        uses: easimon/maximize-build-space@master
+        with:
+          root-reserve-mb: 512
+          swap-size-mb: 1024
+          remove-dotnet: 'true'
+      - name: Checkout
+        uses: actions/checkout@v3
+
+      - name: Build
+        run: |
+          echo "Free space:"
+          df -h
       - uses: actions/checkout@v3
       - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v4

From 9ef974e6c55797db29ecb49461a99f42335a344c Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 13:58:58 +0200
Subject: [PATCH 02/31] add print statements of df

---
 .github/workflows/build.yml | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 325de3efc..2be9d5eec 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -80,6 +80,10 @@ jobs:
       matrix:
         python-version: [3.8, 3.9, '3.10', '3.11']
     steps:
+      - name: Before Clean-up
+        run: |
+          echo "Free space:"
+          df -h
       - name: Maximize build space
         uses: easimon/maximize-build-space@master
         with:
@@ -89,7 +93,7 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v3
 
-      - name: Build
+      - name: After Clean-up
         run: |
           echo "Free space:"
           df -h

From e5afbcd6883cb11c1bc9e5c118837c8dbf3f72fc Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 14:05:04 +0200
Subject: [PATCH 03/31] 2nd test

---
 .github/workflows/build.yml | 19 ++++++++++++-------
 1 file changed, 12 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 2be9d5eec..e6037e985 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -84,14 +84,19 @@ jobs:
         run: |
           echo "Free space:"
           df -h
-      - name: Maximize build space
-        uses: easimon/maximize-build-space@master
+
+      - name: Free Disk Space
+        uses: jlumbroso/free-disk-space@main
         with:
-          root-reserve-mb: 512
-          swap-size-mb: 1024
-          remove-dotnet: 'true'
-      - name: Checkout
-        uses: actions/checkout@v3
+          tool-cache: true
+
+          # all of these default to true, but feel free to set to
+          # false if necessary for your workflow
+          android: true
+          dotnet: true
+          haskell: true
+          large-packages: true
+          swap-storage: true
 
       - name: After Clean-up
         run: |

From 02c1602507d243cb09e3786d5772d640f9a9aa53 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 14:12:15 +0200
Subject: [PATCH 04/31] try for icetray...

---
 .github/workflows/build.yml | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index e6037e985..ed4792fb4 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -38,6 +38,28 @@ jobs:
     runs-on: ubuntu-latest
     container: icecube/icetray:icetray-prod-v1.8.1-ubuntu20.04-X64
     steps:
+      - name: Before Clean-up
+        run: |
+          echo "Free space:"
+          df -h
+
+      - name: Free Disk Space
+        uses: jlumbroso/free-disk-space@main
+        with:
+          tool-cache: true
+
+          # all of these default to true, but feel free to set to
+          # false if necessary for your workflow
+          android: true
+          dotnet: true
+          haskell: true
+          large-packages: true
+          swap-storage: true
+
+      - name: After Clean-up
+        run: |
+          echo "Free space:"
+          df -h
       - name: Set environment variables
         run: |
           echo "PATH=/usr/local/icetray/bin:$PATH" >> $GITHUB_ENV

From fc82fb44881bf20a1fd47b3b3479c09681024651 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 14:24:53 +0200
Subject: [PATCH 05/31] try to install git in icetray cvmfs

---
 .github/workflows/build.yml | 34 ++++++++--------------------------
 1 file changed, 8 insertions(+), 26 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index ed4792fb4..1f7614798 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -36,30 +36,12 @@ jobs:
     name: Unit tests - IceTray
     needs: [ check-codeclimate-credentials ]
     runs-on: ubuntu-latest
-    container: icecube/icetray:icetray-prod-v1.8.1-ubuntu20.04-X64
+    container:
+      image: icecube/icetray:icetray-prod-v1.8.1-ubuntu20.04-X64
+      options: --user root
     steps:
-      - name: Before Clean-up
-        run: |
-          echo "Free space:"
-          df -h
-
-      - name: Free Disk Space
-        uses: jlumbroso/free-disk-space@main
-        with:
-          tool-cache: true
-
-          # all of these default to true, but feel free to set to
-          # false if necessary for your workflow
-          android: true
-          dotnet: true
-          haskell: true
-          large-packages: true
-          swap-storage: true
-
-      - name: After Clean-up
-        run: |
-          echo "Free space:"
-          df -h
+      - name: install git
+        run: sudo apt-get install git-all
       - name: Set environment variables
         run: |
           echo "PATH=/usr/local/icetray/bin:$PATH" >> $GITHUB_ENV
@@ -83,9 +65,9 @@ jobs:
           coverage run --source=graphnet -m pytest tests/examples/01_icetray
           coverage xml -o coverage.xml
     
-      #- name: Work around permission issue
-      #  run: |
-      #    git config --global --add safe.directory /__w/graphnet/graphnet
+      - name: Work around permission issue
+        run: |
+          git config --global --add safe.directory /__w/graphnet/graphnet
       - name: Publish code coverage
         uses: paambaati/codeclimate-action@v3.0.0
         if: needs.check-codeclimate-credentials.outputs.has_credentials == 'true'

From 0821a5e1a1b359a3f4de2e40d74715132b7f6f16 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 14:32:36 +0200
Subject: [PATCH 06/31] install sudo..

---
 .github/workflows/build.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 1f7614798..bcc845095 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -41,7 +41,9 @@ jobs:
       options: --user root
     steps:
       - name: install git
-        run: sudo apt-get install git-all
+        run: |
+         apt-get install sudo  
+         sudo apt-get install git-all
       - name: Set environment variables
         run: |
           echo "PATH=/usr/local/icetray/bin:$PATH" >> $GITHUB_ENV

From ace0ebd988c2f9be01be07042da730646f364a32 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 14:35:28 +0200
Subject: [PATCH 07/31] force "yes"

---
 .github/workflows/build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index bcc845095..0dac4d4ea 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -42,7 +42,7 @@ jobs:
     steps:
       - name: install git
         run: |
-         apt-get install sudo  
+         apt-get -y install sudo  
          sudo apt-get install git-all
       - name: Set environment variables
         run: |

From 9651070f48a0467d2a3228e38de16e5b6a5f652e Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 14:38:26 +0200
Subject: [PATCH 08/31] really force yes

---
 .github/workflows/build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 0dac4d4ea..6f46e81f3 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -42,7 +42,7 @@ jobs:
     steps:
       - name: install git
         run: |
-         apt-get -y install sudo  
+         apt-get --yes --force-yes install sudo  
          sudo apt-get install git-all
       - name: Set environment variables
         run: |

From 2d8382821298c79d46826c0e45a1a7993b7681df Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 14:51:56 +0200
Subject: [PATCH 09/31] linux sucks

---
 .github/workflows/build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 6f46e81f3..611a31bfc 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -42,7 +42,7 @@ jobs:
     steps:
       - name: install git
         run: |
-         apt-get --yes --force-yes install sudo  
+         apt-get --allow-change-held-packages install sudo  
          sudo apt-get install git-all
       - name: Set environment variables
         run: |

From e6f2c99807b2ee8aa1a9ec3a473b581d5df322cf Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 14:55:39 +0200
Subject: [PATCH 10/31] liiiinux

---
 .github/workflows/build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 611a31bfc..eb750164e 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -42,7 +42,7 @@ jobs:
     steps:
       - name: install git
         run: |
-         apt-get --allow-change-held-packages install sudo  
+         apt-get -y --allow-change-held-packages install sudo  
          sudo apt-get install git-all
       - name: Set environment variables
         run: |

From e0fd0dd31d1916c22ae8abe053cb341c2f4a8f6a Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 14:59:32 +0200
Subject: [PATCH 11/31] lets go

---
 .github/workflows/build.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index eb750164e..e8f655e2a 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -42,8 +42,8 @@ jobs:
     steps:
       - name: install git
         run: |
-         apt-get -y --allow-change-held-packages install sudo  
-         sudo apt-get install git-all
+          apt-get --yes install sudo
+          sudo apt-get install --yes git-all
       - name: Set environment variables
         run: |
           echo "PATH=/usr/local/icetray/bin:$PATH" >> $GITHUB_ENV

From 5326fab802229469c065f6a467785f573fa6da7c Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 15:07:45 +0200
Subject: [PATCH 12/31] update docker workflow to remove space

---
 .github/workflows/build.yml  | 22 ----------------------
 .github/workflows/docker.yml | 22 ++++++++++++++++++++++
 2 files changed, 22 insertions(+), 22 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index e8f655e2a..1a23eea64 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -86,28 +86,6 @@ jobs:
       matrix:
         python-version: [3.8, 3.9, '3.10', '3.11']
     steps:
-      - name: Before Clean-up
-        run: |
-          echo "Free space:"
-          df -h
-
-      - name: Free Disk Space
-        uses: jlumbroso/free-disk-space@main
-        with:
-          tool-cache: true
-
-          # all of these default to true, but feel free to set to
-          # false if necessary for your workflow
-          android: true
-          dotnet: true
-          haskell: true
-          large-packages: true
-          swap-storage: true
-
-      - name: After Clean-up
-        run: |
-          echo "Free space:"
-          df -h
       - uses: actions/checkout@v3
       - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v4
diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index 7d5ad7964..09cb04bf8 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -19,6 +19,28 @@ jobs:
       packages: write
       contents: read
     steps:
+      - name: Before Clean-up
+        run: |
+          echo "Free space:"
+          df -h
+
+      - name: Free Disk Space
+        uses: jlumbroso/free-disk-space@main
+        with:
+          tool-cache: true
+
+          # all of these default to true, but feel free to set to
+          # false if necessary for your workflow
+          android: true
+          dotnet: true
+          haskell: true
+          large-packages: true
+          swap-storage: true
+
+      - name: After Clean-up
+        run: |
+          echo "Free space:"
+          df -h
       - name: Checkout
         uses: actions/checkout@v3
       - name: Set up QEMU

From 05d7e9b8c91967cf07be8032ea5106a1004fcac8 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 16:09:43 +0200
Subject: [PATCH 13/31] remove macos as supported OS

---
 .github/workflows/build.yml | 38 ++++++++++++++++++-------------------
 1 file changed, 19 insertions(+), 19 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 1a23eea64..3b959584a 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -108,22 +108,22 @@ jobs:
       - name: Print available disk space after unit tests
         run: df -h  
 
-  build-macos:
-    name: Unit tests - macOS
-    runs-on: macos-latest
-    steps:
-      - uses: actions/checkout@v3
-      - name: Set up Python 3.8
-        uses: actions/setup-python@v4
-        with:
-          python-version: 3.8
-      - name: Install package
-        uses: ./.github/actions/install
-        with:
-          editable: true
-          hardware: "macos"
-      - name: Run unit tests and generate coverage report
-        run: |
-          set -o pipefail  # To propagate exit code from pytest
-          coverage run --source=graphnet -m pytest tests/  --ignore=tests/data/ --ignore=tests/deployment/ --ignore=tests/examples/
-          coverage report -m
+#  build-macos:
+#    name: Unit tests - macOS
+#    runs-on: macos-latest
+#    steps:
+#      - uses: actions/checkout@v3
+#      - name: Set up Python 3.8
+#        uses: actions/setup-python@v4
+#        with:
+#          python-version: 3.8
+#      - name: Install package
+#        uses: ./.github/actions/install
+#        with:
+#          editable: true
+#          hardware: "macos"
+#      - name: Run unit tests and generate coverage report
+#        run: |
+#          set -o pipefail  # To propagate exit code from pytest
+#          coverage run --source=graphnet -m pytest tests/  --ignore=tests/data/ --ignore=tests/deployment/ --ignore=tests/examples/
+#          coverage report -m

From 9250da9c37d9442368c884afcf0f4d9c5e378a37 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 16:10:30 +0200
Subject: [PATCH 14/31] remove macos from readme.md

---
 README.md | 1 -
 1 file changed, 1 deletion(-)

diff --git a/README.md b/README.md
index 8afc9d773..7a2e69af9 100644
--- a/README.md
+++ b/README.md
@@ -82,7 +82,6 @@ $ conda create --name graphnet python=3.8 gcc_linux-64 gxx_linux-64 libgcc cudat
 $ conda activate graphnet  # Optional
 (graphnet) $ pip install -r requirements/torch_cpu.txt -e .[develop,torch]  # CPU-only torch
 (graphnet) $ pip install -r requirements/torch_gpu.txt -e .[develop,torch]  # GPU support
-(graphnet) $ pip install -r requirements/torch_macos.txt -e .[develop,torch]  # On macOS
 ```
 This should allow you to e.g. run the scripts in [examples/](./examples/) out of the box.
 

From d5164f6a3a65db8c7076865412f3cfedac7e15a0 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 21:03:03 +0200
Subject: [PATCH 15/31] remove macos lines

---
 .github/workflows/build.yml | 20 --------------------
 1 file changed, 20 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 3b959584a..ad5a9b6a9 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -107,23 +107,3 @@ jobs:
           coverage report -m
       - name: Print available disk space after unit tests
         run: df -h  
-
-#  build-macos:
-#    name: Unit tests - macOS
-#    runs-on: macos-latest
-#    steps:
-#      - uses: actions/checkout@v3
-#      - name: Set up Python 3.8
-#        uses: actions/setup-python@v4
-#        with:
-#          python-version: 3.8
-#      - name: Install package
-#        uses: ./.github/actions/install
-#        with:
-#          editable: true
-#          hardware: "macos"
-#      - name: Run unit tests and generate coverage report
-#        run: |
-#          set -o pipefail  # To propagate exit code from pytest
-#          coverage run --source=graphnet -m pytest tests/  --ignore=tests/data/ --ignore=tests/deployment/ --ignore=tests/examples/
-#          coverage report -m

From 4af1bd41c4d5a14daaa79b0df9de9b2abfcda9e7 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Wed, 4 Oct 2023 21:19:10 +0200
Subject: [PATCH 16/31] test

---
 .github/workflows/build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index ad5a9b6a9..49ac2fbbb 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -106,4 +106,4 @@ jobs:
           coverage run --source=graphnet -m pytest tests/utilities
           coverage report -m
       - name: Print available disk space after unit tests
-        run: df -h  
+        run: df -h
\ No newline at end of file

From f3aa58998edb062901b56fffbb5d14ac017e7c8d Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Thu, 5 Oct 2023 12:33:25 +0200
Subject: [PATCH 17/31] torch version test

---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index ef1b48e52..84a731bf8 100644
--- a/setup.py
+++ b/setup.py
@@ -47,7 +47,7 @@
         "versioneer",
     ],
     "torch": [
-        "torch>=2.0",
+        "torch=2.0",
         "torch-cluster>=1.6",
         "torch-scatter>=2.0",
         "torch-sparse>=0.6",

From 94732844beee91aeeb6c6fe076d0391436e4b595 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Thu, 5 Oct 2023 13:29:32 +0200
Subject: [PATCH 18/31] ==

---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 84a731bf8..133dac79e 100644
--- a/setup.py
+++ b/setup.py
@@ -47,7 +47,7 @@
         "versioneer",
     ],
     "torch": [
-        "torch=2.0",
+        "torch==2.0",
         "torch-cluster>=1.6",
         "torch-scatter>=2.0",
         "torch-sparse>=0.6",

From c7a878be01f3ac8bcbc4f57e48f1c16a60eecc9c Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Thu, 5 Oct 2023 15:26:36 +0200
Subject: [PATCH 19/31] fix linux

---
 .github/workflows/build.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 49ac2fbbb..5d0578d5e 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -43,6 +43,8 @@ jobs:
       - name: install git
         run: |
           apt-get --yes install sudo
+          sudo apt update --fix-missing 
+          sudo apt upgrade
           sudo apt-get install --yes git-all
       - name: Set environment variables
         run: |

From 40fab7b0cdcf449bc51387f139c7dd7199d31455 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Thu, 5 Oct 2023 15:38:11 +0200
Subject: [PATCH 20/31] --yes

---
 .github/workflows/build.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 5d0578d5e..ef509972d 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -43,8 +43,8 @@ jobs:
       - name: install git
         run: |
           apt-get --yes install sudo
-          sudo apt update --fix-missing 
-          sudo apt upgrade
+          sudo apt update --fix-missing --yes
+          sudo apt upgrade --yes
           sudo apt-get install --yes git-all
       - name: Set environment variables
         run: |

From d5d099b1932f6eb090977ceb70991925ed08719c Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Thu, 5 Oct 2023 16:00:48 +0200
Subject: [PATCH 21/31] test macos

---
 .github/workflows/build.yml | 22 +++++++++++++++++++++-
 1 file changed, 21 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index ef509972d..2f7086b8d 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -108,4 +108,24 @@ jobs:
           coverage run --source=graphnet -m pytest tests/utilities
           coverage report -m
       - name: Print available disk space after unit tests
-        run: df -h
\ No newline at end of file
+        run: df -h
+
+  build-macos:
+    name: Unit tests - macOS
+    runs-on: macos-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python 3.8
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.8
+      - name: Install package
+        uses: ./.github/actions/install
+        with:
+          editable: true
+          hardware: "macos"
+      - name: Run unit tests and generate coverage report
+        run: |
+          set -o pipefail  # To propagate exit code from pytest
+          coverage run --source=graphnet -m pytest tests/  --ignore=tests/data/ --ignore=tests/deployment/ --ignore=tests/examples/
+          coverage report -m
\ No newline at end of file

From 5cec45e04ff122bcec2068d6d463edf602bfc042 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Sat, 7 Oct 2023 14:34:42 +0200
Subject: [PATCH 22/31] bump to torch 2.1

---
 requirements/torch_cpu.txt | 2 +-
 setup.py                   | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/requirements/torch_cpu.txt b/requirements/torch_cpu.txt
index 6f68e3600..59e273288 100644
--- a/requirements/torch_cpu.txt
+++ b/requirements/torch_cpu.txt
@@ -1,2 +1,2 @@
 --find-links https://download.pytorch.org/whl/cpu
---find-links https://data.pyg.org/whl/torch-2.0.0+cpu.html
\ No newline at end of file
+--find-links https://data.pyg.org/whl/torch-2.1.0+cpu.html
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 133dac79e..ef1b48e52 100644
--- a/setup.py
+++ b/setup.py
@@ -47,7 +47,7 @@
         "versioneer",
     ],
     "torch": [
-        "torch==2.0",
+        "torch>=2.0",
         "torch-cluster>=1.6",
         "torch-scatter>=2.0",
         "torch-sparse>=0.6",

From dc5997b00e861cbb04f24def42e4b8007693371a Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Sat, 7 Oct 2023 14:49:04 +0200
Subject: [PATCH 23/31] bump

---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index ef1b48e52..671bc626b 100644
--- a/setup.py
+++ b/setup.py
@@ -47,7 +47,7 @@
         "versioneer",
     ],
     "torch": [
-        "torch>=2.0",
+        "torch>=2.1",
         "torch-cluster>=1.6",
         "torch-scatter>=2.0",
         "torch-sparse>=0.6",

From 8939a9860f2c99f622876c9d448c29a98e9031b1 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Sun, 8 Oct 2023 09:01:01 +0200
Subject: [PATCH 24/31] print versions

---
 .github/workflows/build.yml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 2f7086b8d..116c7a85b 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -101,6 +101,13 @@ jobs:
           editable: true
       - name: Print available disk space after graphnet install
         run: df -h
+      - name: Print packages in pip
+        run: |
+          pip show torch
+          pip show torch-geometric
+          pip show torch-cluster
+          pip show torch-sparse
+          pip show torch-scatter
       - name: Run unit tests and generate coverage report
         run: |
           set -o pipefail  # To propagate exit code from pytest
@@ -124,6 +131,13 @@ jobs:
         with:
           editable: true
           hardware: "macos"
+      - name: Print packages in pip
+        run: |
+            pip show torch
+            pip show torch-geometric
+            pip show torch-cluster
+            pip show torch-sparse
+            pip show torch-scatter
       - name: Run unit tests and generate coverage report
         run: |
           set -o pipefail  # To propagate exit code from pytest

From 14f9312aea4cce9ad9b6d77d2173dc534c06353a Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Sun, 8 Oct 2023 09:29:46 +0200
Subject: [PATCH 25/31] bump pyg to 2.4

---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 671bc626b..1253108c1 100644
--- a/setup.py
+++ b/setup.py
@@ -51,7 +51,7 @@
         "torch-cluster>=1.6",
         "torch-scatter>=2.0",
         "torch-sparse>=0.6",
-        "torch-geometric>=2.1",
+        "torch-geometric>=2.4",
         "pytorch-lightning>=2.0",
     ],
 }

From e5b67ed578774290a9fa1a55860e7ebf8ed1fa17 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Sun, 8 Oct 2023 09:38:02 +0200
Subject: [PATCH 26/31] bump to pyg 2.3

---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 1253108c1..3b70233ab 100644
--- a/setup.py
+++ b/setup.py
@@ -51,7 +51,7 @@
         "torch-cluster>=1.6",
         "torch-scatter>=2.0",
         "torch-sparse>=0.6",
-        "torch-geometric>=2.4",
+        "torch-geometric>=2.3",
         "pytorch-lightning>=2.0",
     ],
 }

From d138a3a36860ffb0bb709ebe815c7c73a0eba611 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Sun, 8 Oct 2023 10:06:28 +0200
Subject: [PATCH 27/31] fix torch to 2.1

---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 3b70233ab..938daf694 100644
--- a/setup.py
+++ b/setup.py
@@ -47,7 +47,7 @@
         "versioneer",
     ],
     "torch": [
-        "torch>=2.1",
+        "torch==2.1",
         "torch-cluster>=1.6",
         "torch-scatter>=2.0",
         "torch-sparse>=0.6",

From 979a9e160b5464f1ff63cffee17362d55be35372 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Sun, 8 Oct 2023 10:15:12 +0200
Subject: [PATCH 28/31] fix to 2.0

---
 requirements/torch_cpu.txt | 2 +-
 setup.py                   | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/requirements/torch_cpu.txt b/requirements/torch_cpu.txt
index 59e273288..6f68e3600 100644
--- a/requirements/torch_cpu.txt
+++ b/requirements/torch_cpu.txt
@@ -1,2 +1,2 @@
 --find-links https://download.pytorch.org/whl/cpu
---find-links https://data.pyg.org/whl/torch-2.1.0+cpu.html
\ No newline at end of file
+--find-links https://data.pyg.org/whl/torch-2.0.0+cpu.html
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 938daf694..d4d5f3f45 100644
--- a/setup.py
+++ b/setup.py
@@ -47,7 +47,7 @@
         "versioneer",
     ],
     "torch": [
-        "torch==2.1",
+        "torch==2.0",
         "torch-cluster>=1.6",
         "torch-scatter>=2.0",
         "torch-sparse>=0.6",

From 4c47d0f85e708415dfcb866b0d708ef8be4de6d3 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Sun, 8 Oct 2023 10:17:05 +0200
Subject: [PATCH 29/31] macos

---
 requirements/torch_cpu.txt   | 2 +-
 requirements/torch_macos.txt | 2 +-
 setup.py                     | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/requirements/torch_cpu.txt b/requirements/torch_cpu.txt
index 6f68e3600..59e273288 100644
--- a/requirements/torch_cpu.txt
+++ b/requirements/torch_cpu.txt
@@ -1,2 +1,2 @@
 --find-links https://download.pytorch.org/whl/cpu
---find-links https://data.pyg.org/whl/torch-2.0.0+cpu.html
\ No newline at end of file
+--find-links https://data.pyg.org/whl/torch-2.1.0+cpu.html
\ No newline at end of file
diff --git a/requirements/torch_macos.txt b/requirements/torch_macos.txt
index be7a35257..3e9d75df4 100644
--- a/requirements/torch_macos.txt
+++ b/requirements/torch_macos.txt
@@ -1,2 +1,2 @@
 --find-links https://download.pytorch.org/whl/torch_stable.html
---find-links https://data.pyg.org/whl/torch-2.0.0+cpu.html
\ No newline at end of file
+--find-links https://data.pyg.org/whl/torch-2.1.0+cpu.html
\ No newline at end of file
diff --git a/setup.py b/setup.py
index d4d5f3f45..3b70233ab 100644
--- a/setup.py
+++ b/setup.py
@@ -47,7 +47,7 @@
         "versioneer",
     ],
     "torch": [
-        "torch==2.0",
+        "torch>=2.1",
         "torch-cluster>=1.6",
         "torch-scatter>=2.0",
         "torch-sparse>=0.6",

From fc93799d5e3602bb8a1fe04d320a7f2891b66b57 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Sun, 8 Oct 2023 10:36:29 +0200
Subject: [PATCH 30/31] bump gpu to 2.1

---
 requirements/torch_gpu.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements/torch_gpu.txt b/requirements/torch_gpu.txt
index 553d306e5..3ccedd562 100644
--- a/requirements/torch_gpu.txt
+++ b/requirements/torch_gpu.txt
@@ -1,4 +1,4 @@
 # Contains packages recommended for functional performance
 --find-links https://download.pytorch.org/whl/torch_stable.html
 torch==2.0.1+cu117
---find-links https://data.pyg.org/whl/torch-2.0.0+cu117.html
+--find-links https://data.pyg.org/whl/torch-2.1.0+cu117.html

From 057f1bec67b89b926b8542adca50fd26f3ceb268 Mon Sep 17 00:00:00 2001
From: Rasmus Oersoe <rahn@outlook.dk>
Date: Sun, 8 Oct 2023 10:39:32 +0200
Subject: [PATCH 31/31] bump gpu to torch 2.1

---
 requirements/torch_gpu.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements/torch_gpu.txt b/requirements/torch_gpu.txt
index 3ccedd562..03e2a6906 100644
--- a/requirements/torch_gpu.txt
+++ b/requirements/torch_gpu.txt
@@ -1,4 +1,4 @@
 # Contains packages recommended for functional performance
 --find-links https://download.pytorch.org/whl/torch_stable.html
-torch==2.0.1+cu117
+torch==2.1.1+cu117
 --find-links https://data.pyg.org/whl/torch-2.1.0+cu117.html