From 517302cd80a666eda3bf047321f47efa21b866f9 Mon Sep 17 00:00:00 2001
From: charliebudd <charles.budd@kcl.ac.uk>
Date: Mon, 28 Nov 2022 15:19:30 +0000
Subject: [PATCH 1/7] updating support matrix

---
 .../build-pytorch-extension-wheels.yml        | 48 ++++++++++----
 .github/workflows/cicd.yml                    | 65 ++++++++++++++-----
 README.md                                     |  6 +-
 3 files changed, 86 insertions(+), 33 deletions(-)

diff --git a/.github/workflows/build-pytorch-extension-wheels.yml b/.github/workflows/build-pytorch-extension-wheels.yml
index 1734048..b4d9410 100644
--- a/.github/workflows/build-pytorch-extension-wheels.yml
+++ b/.github/workflows/build-pytorch-extension-wheels.yml
@@ -11,13 +11,13 @@ on:
         default: "python setup.py bdist_wheel"
       python-versions:
         type: string
-        default: "[3.6, 3.7, 3.8, 3.9]"
+        default: "[3.7, 3.8, 3.9, '3.10', 3.11]"
       pytorch-versions:
         type: string
-        default: "[1.9, '1.10', 1.11, 1.12]"
+        default: "['1.10', 1.11, 1.12, 1.13]"
       cuda-versions:
         type: string
-        default: "[10.2, 11.3, 11.6]"
+        default: "[10.2, 11.1, 11.3, 11.5, 11.6, 11.7]"
 
 jobs:
   setup:
@@ -63,18 +63,40 @@ jobs:
         pytorch-version: ${{ fromJson(inputs.pytorch-versions) }}
         cuda-version: ${{ fromJson(inputs.cuda-versions) }}
         exclude:
-          - pytorch-version: 1.9
-            cuda-version: 11.3
-          - python-version: 3.6
-            pytorch-version: 1.11
-          - python-version: 3.6
-            pytorch-version: 1.12
-          - pytorch-version: 1.9
-            cuda-version: 11.6 
           - pytorch-version: '1.10'
-            cuda-version: 11.6 
+            python-version: '3.10'
+          - pytorch-version: '1.10'
+            python-version: 3.11
+          - pytorch-version: '1.10'
+            cuda-version: 11.5
+          - pytorch-version: '1.10'
+            cuda-version: 11.6
+          - pytorch-version: '1.10'
+            cuda-version: 11.7
           - pytorch-version: 1.11
-            cuda-version: 11.6 
+            python-version: 3.11
+          - pytorch-version: 1.11
+            cuda-version: 11.1
+          - pytorch-version: 1.11
+            cuda-version: 11.6
+          - pytorch-version: 1.11
+            cuda-version: 11.7
+          - pytorch-version: 1.12
+            python-version: 3.11
+          - pytorch-version: 1.12
+            cuda-version: 11.1
+          - pytorch-version: 1.12
+            cuda-version: 11.5
+          - pytorch-version: 1.12
+            cuda-version: 11.7
+          - pytorch-version: 1.13
+            cuda-version: 10.2
+          - pytorch-version: 1.13
+            cuda-version: 11.1
+          - pytorch-version: 1.13
+            cuda-version: 11.3
+          - pytorch-version: 1.13
+            cuda-version: 11.5
     steps:
       - name: Checkout Repository
         uses: actions/checkout@v3
diff --git a/.github/workflows/cicd.yml b/.github/workflows/cicd.yml
index c3d3343..6b186f7 100644
--- a/.github/workflows/cicd.yml
+++ b/.github/workflows/cicd.yml
@@ -34,32 +34,63 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [3.6, 3.7, 3.8, 3.9]
-        pytorch-version: [1.9, '1.10', 1.11, 1.12]
-        cuda-version: [10.2, 11.3, 11.6]
+        python-version: [3.7, 3.8, 3.9, '3.10', 3.11]
+        pytorch-version: ['1.10', 1.11, 1.12, 1.13]
+        cuda-version: [10.2, 11.1, 11.3, 11.5, 11.6, 11.7]
         include:
           - cuda-version: 10.2
-            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5+PTX"
-            gcc-version: 8
-          - cuda-version: 11.3
+            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5+PTX" # archs taken from... https://en.wikipedia.org/wiki/CUDA#GPUs_supported
+            gcc-version: 8 # gcc versions taken from... https://gist.github.com/ax3l/9489132#nvcc
+          - cuda-version: 11.1
             cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX"
             gcc-version: 10
-          - cuda-version: 11.6
+          - cuda-version: 11.3
             cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX"
             gcc-version: 10
+          - cuda-version: 11.5
+            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6 8.7+PTX"
+            gcc-version: 11
+          - cuda-version: 11.6
+            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6 8.7+PTX"
+            gcc-version: 11
+          - cuda-version: 11.7
+            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6 8.7+PTX"
+            gcc-version: 11
         exclude:
-          - python-version: 3.6
-            pytorch-version: 1.11
-          - python-version: 3.6
-            pytorch-version: 1.12
-          - pytorch-version: 1.9
-            cuda-version: 11.3
-          - pytorch-version: 1.9
-            cuda-version: 11.6 
           - pytorch-version: '1.10'
-            cuda-version: 11.6 
+            python-version: '3.10'
+          - pytorch-version: '1.10'
+            python-version: 3.11
+          - pytorch-version: '1.10'
+            cuda-version: 11.5
+          - pytorch-version: '1.10'
+            cuda-version: 11.6
+          - pytorch-version: '1.10'
+            cuda-version: 11.7
           - pytorch-version: 1.11
-            cuda-version: 11.6 
+            python-version: 3.11
+          - pytorch-version: 1.11
+            cuda-version: 11.1
+          - pytorch-version: 1.11
+            cuda-version: 11.6
+          - pytorch-version: 1.11
+            cuda-version: 11.7
+          - pytorch-version: 1.12
+            python-version: 3.11
+          - pytorch-version: 1.12
+            cuda-version: 11.1
+          - pytorch-version: 1.12
+            cuda-version: 11.5
+          - pytorch-version: 1.12
+            cuda-version: 11.7
+          - pytorch-version: 1.13
+            cuda-version: 10.2
+          - pytorch-version: 1.13
+            cuda-version: 11.1
+          - pytorch-version: 1.13
+            cuda-version: 11.3
+          - pytorch-version: 1.13
+            cuda-version: 11.5
     steps:
       - name: Checkout code
         uses: actions/checkout@v2
diff --git a/README.md b/README.md
index 789d415..049a914 100644
--- a/README.md
+++ b/README.md
@@ -6,10 +6,10 @@ Packages built using Torch Extension Builder currently suppport the following ru
 
 <div>
 <img src="https://img.shields.io/badge/OS-Linux%20(glibc%20>=%202.17)-7a3b8f.svg"/>
-<img src="https://img.shields.io/badge/Python-3.6%20|%203.7%20|%203.8%20|%203.9-3776ab.svg"/>
+<img src="https://img.shields.io/badge/Python-3.7%20|%203.8%20|%203.9%20|%203.10%20|%203.11-3776ab.svg"/>
 <br />
-<img src="https://img.shields.io/badge/PyTorch-1.9%20|%201.10%20|%201.11-EE4C2C.svg"/>
-<img src="https://img.shields.io/badge/CUDA-10.2%20|%2011.3-76b900.svg"/>
+<img src="https://img.shields.io/badge/PyTorch-1.10%20|%201.11%20|%201.12%20|%201.13-EE4C2C.svg"/>
+<img src="https://img.shields.io/badge/CUDA-10.2%20|%2011.1%20|%2011.3%20|%2011.5%20|%2011.6%20|%2011.7-76b900.svg"/>
 <div />
 
 ## Explanation

From c2234e2d0821436c888876beb5d67d7ef9ae3eb0 Mon Sep 17 00:00:00 2001
From: charliebudd <charles.budd@kcl.ac.uk>
Date: Mon, 28 Nov 2022 16:12:14 +0000
Subject: [PATCH 2/7] removing cuda arch 8.7

---
 .github/workflows/cicd.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/cicd.yml b/.github/workflows/cicd.yml
index 6b186f7..f7716b5 100644
--- a/.github/workflows/cicd.yml
+++ b/.github/workflows/cicd.yml
@@ -48,13 +48,13 @@ jobs:
             cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX"
             gcc-version: 10
           - cuda-version: 11.5
-            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6 8.7+PTX"
+            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX" # 8.7 "should" work for 11.5 and later but appears not to work
             gcc-version: 11
           - cuda-version: 11.6
-            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6 8.7+PTX"
+            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX"
             gcc-version: 11
           - cuda-version: 11.7
-            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6 8.7+PTX"
+            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX"
             gcc-version: 11
         exclude:
           - pytorch-version: '1.10'

From bf5983a5676de3ff235b7a8b4b4f6c64dd806230 Mon Sep 17 00:00:00 2001
From: charliebudd <charles.budd@kcl.ac.uk>
Date: Tue, 29 Nov 2022 10:19:48 +0000
Subject: [PATCH 3/7] removing lesser supported cuda versions and sm archs

---
 .../build-pytorch-extension-wheels.yml        | 14 +---------
 .github/workflows/cicd.yml                    | 28 ++++---------------
 README.md                                     |  2 +-
 3 files changed, 7 insertions(+), 37 deletions(-)

diff --git a/.github/workflows/build-pytorch-extension-wheels.yml b/.github/workflows/build-pytorch-extension-wheels.yml
index b4d9410..4b0837e 100644
--- a/.github/workflows/build-pytorch-extension-wheels.yml
+++ b/.github/workflows/build-pytorch-extension-wheels.yml
@@ -17,7 +17,7 @@ on:
         default: "['1.10', 1.11, 1.12, 1.13]"
       cuda-versions:
         type: string
-        default: "[10.2, 11.1, 11.3, 11.5, 11.6, 11.7]"
+        default: "[10.2, 11.3, 11.6, 11.7]"
 
 jobs:
   setup:
@@ -67,36 +67,24 @@ jobs:
             python-version: '3.10'
           - pytorch-version: '1.10'
             python-version: 3.11
-          - pytorch-version: '1.10'
-            cuda-version: 11.5
           - pytorch-version: '1.10'
             cuda-version: 11.6
           - pytorch-version: '1.10'
             cuda-version: 11.7
           - pytorch-version: 1.11
             python-version: 3.11
-          - pytorch-version: 1.11
-            cuda-version: 11.1
           - pytorch-version: 1.11
             cuda-version: 11.6
           - pytorch-version: 1.11
             cuda-version: 11.7
           - pytorch-version: 1.12
             python-version: 3.11
-          - pytorch-version: 1.12
-            cuda-version: 11.1
-          - pytorch-version: 1.12
-            cuda-version: 11.5
           - pytorch-version: 1.12
             cuda-version: 11.7
           - pytorch-version: 1.13
             cuda-version: 10.2
-          - pytorch-version: 1.13
-            cuda-version: 11.1
           - pytorch-version: 1.13
             cuda-version: 11.3
-          - pytorch-version: 1.13
-            cuda-version: 11.5
     steps:
       - name: Checkout Repository
         uses: actions/checkout@v3
diff --git a/.github/workflows/cicd.yml b/.github/workflows/cicd.yml
index f7716b5..8bd4e4f 100644
--- a/.github/workflows/cicd.yml
+++ b/.github/workflows/cicd.yml
@@ -36,61 +36,43 @@ jobs:
       matrix:
         python-version: [3.7, 3.8, 3.9, '3.10', 3.11]
         pytorch-version: ['1.10', 1.11, 1.12, 1.13]
-        cuda-version: [10.2, 11.1, 11.3, 11.5, 11.6, 11.7]
+        cuda-version: [10.2, 11.3, 11.6, 11.7]
         include:
           - cuda-version: 10.2
-            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5+PTX" # archs taken from... https://en.wikipedia.org/wiki/CUDA#GPUs_supported
+            cuda-arch-list: "6.0 6.1 6.2 7.0 7.2 7.5+PTX" # archs taken from... https://en.wikipedia.org/wiki/CUDA#GPUs_supported
             gcc-version: 8 # gcc versions taken from... https://gist.github.com/ax3l/9489132#nvcc
-          - cuda-version: 11.1
-            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX"
-            gcc-version: 10
           - cuda-version: 11.3
-            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX"
+            cuda-arch-list: "6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX"
             gcc-version: 10
-          - cuda-version: 11.5
-            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX" # 8.7 "should" work for 11.5 and later but appears not to work
-            gcc-version: 11
           - cuda-version: 11.6
-            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX"
+            cuda-arch-list: "6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX" # 8.7 "should" work for 11.5 and later but appears not to work
             gcc-version: 11
           - cuda-version: 11.7
-            cuda-arch-list: "3.7 5.0 6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX"
+            cuda-arch-list: "6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX"
             gcc-version: 11
         exclude:
           - pytorch-version: '1.10'
             python-version: '3.10'
           - pytorch-version: '1.10'
             python-version: 3.11
-          - pytorch-version: '1.10'
-            cuda-version: 11.5
           - pytorch-version: '1.10'
             cuda-version: 11.6
           - pytorch-version: '1.10'
             cuda-version: 11.7
           - pytorch-version: 1.11
             python-version: 3.11
-          - pytorch-version: 1.11
-            cuda-version: 11.1
           - pytorch-version: 1.11
             cuda-version: 11.6
           - pytorch-version: 1.11
             cuda-version: 11.7
           - pytorch-version: 1.12
             python-version: 3.11
-          - pytorch-version: 1.12
-            cuda-version: 11.1
-          - pytorch-version: 1.12
-            cuda-version: 11.5
           - pytorch-version: 1.12
             cuda-version: 11.7
           - pytorch-version: 1.13
             cuda-version: 10.2
-          - pytorch-version: 1.13
-            cuda-version: 11.1
           - pytorch-version: 1.13
             cuda-version: 11.3
-          - pytorch-version: 1.13
-            cuda-version: 11.5
     steps:
       - name: Checkout code
         uses: actions/checkout@v2
diff --git a/README.md b/README.md
index 049a914..76e6b05 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ Packages built using Torch Extension Builder currently suppport the following ru
 <img src="https://img.shields.io/badge/Python-3.7%20|%203.8%20|%203.9%20|%203.10%20|%203.11-3776ab.svg"/>
 <br />
 <img src="https://img.shields.io/badge/PyTorch-1.10%20|%201.11%20|%201.12%20|%201.13-EE4C2C.svg"/>
-<img src="https://img.shields.io/badge/CUDA-10.2%20|%2011.1%20|%2011.3%20|%2011.5%20|%2011.6%20|%2011.7-76b900.svg"/>
+<img src="https://img.shields.io/badge/CUDA-10.2%20|%2011.3%20|%2011.6%20|%2011.7-76b900.svg"/>
 <div />
 
 ## Explanation

From d483d1b7d4d4335859d11044ed1d287a1355e0ff Mon Sep 17 00:00:00 2001
From: charliebudd <charles.budd@kcl.ac.uk>
Date: Wed, 30 Nov 2022 09:42:43 +0000
Subject: [PATCH 4/7] updating test matrix

---
 .github/workflows/cicd.yml | 36 +++++++++++++++++++++++-------------
 1 file changed, 23 insertions(+), 13 deletions(-)

diff --git a/.github/workflows/cicd.yml b/.github/workflows/cicd.yml
index 8bd4e4f..83c1b80 100644
--- a/.github/workflows/cicd.yml
+++ b/.github/workflows/cicd.yml
@@ -115,22 +115,32 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [3.6, 3.7, 3.8, 3.9]
-        pytorch-version: [1.9, '1.10', 1.11, 1.12]
-        cuda-version: [10.2, 11.3, 11.6]
+        python-version: [3.7, 3.8, 3.9, '3.10', 3.11]
+        pytorch-version: ['1.10', 1.11, 1.12, 1.13]
+        cuda-version: [10.2, 11.3, 11.6, 11.7]
         exclude:
-          - python-version: 3.6
-            pytorch-version: 1.11
-          - python-version: 3.6
-            pytorch-version: 1.12
-          - pytorch-version: 1.9
-            cuda-version: 11.3
-          - pytorch-version: 1.9
-            cuda-version: 11.6 
           - pytorch-version: '1.10'
-            cuda-version: 11.6 
+            python-version: '3.10'
+          - pytorch-version: '1.10'
+            python-version: 3.11
+          - pytorch-version: '1.10'
+            cuda-version: 11.6
+          - pytorch-version: '1.10'
+            cuda-version: 11.7
+          - pytorch-version: 1.11
+            python-version: 3.11
+          - pytorch-version: 1.11
+            cuda-version: 11.6
           - pytorch-version: 1.11
-            cuda-version: 11.6 
+            cuda-version: 11.7
+          - pytorch-version: 1.12
+            python-version: 3.11
+          - pytorch-version: 1.12
+            cuda-version: 11.7
+          - pytorch-version: 1.13
+            cuda-version: 10.2
+          - pytorch-version: 1.13
+            cuda-version: 11.3
     steps:
       - name: Checkout Repository
         uses: actions/checkout@v2

From 40afcf9b256bfb6641d89b0ae55e8d1e91054d15 Mon Sep 17 00:00:00 2001
From: charliebudd <charles.budd@kcl.ac.uk>
Date: Wed, 30 Nov 2022 10:47:06 +0000
Subject: [PATCH 5/7] downgrading cuda 11.6 & 11.7 builds to gcc 10

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

diff --git a/.github/workflows/cicd.yml b/.github/workflows/cicd.yml
index 83c1b80..8eaa459 100644
--- a/.github/workflows/cicd.yml
+++ b/.github/workflows/cicd.yml
@@ -46,10 +46,10 @@ jobs:
             gcc-version: 10
           - cuda-version: 11.6
             cuda-arch-list: "6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX" # 8.7 "should" work for 11.5 and later but appears not to work
-            gcc-version: 11
+            gcc-version: 10
           - cuda-version: 11.7
             cuda-arch-list: "6.0 6.1 6.2 7.0 7.2 7.5 8.0 8.6+PTX"
-            gcc-version: 11
+            gcc-version: 10
         exclude:
           - pytorch-version: '1.10'
             python-version: '3.10'

From 3cd3fd12dfed5ad9052dd85ccfdda739f139523f Mon Sep 17 00:00:00 2001
From: charliebudd <charles.budd@kcl.ac.uk>
Date: Fri, 27 Jan 2023 13:55:00 +0000
Subject: [PATCH 6/7] Update utils.py

---
 manylinux/scripts/utils.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/manylinux/scripts/utils.py b/manylinux/scripts/utils.py
index d1fc0e4..0cc9d6c 100644
--- a/manylinux/scripts/utils.py
+++ b/manylinux/scripts/utils.py
@@ -1,9 +1,9 @@
 import subprocess
 
 def get_ptcu_code():
-    from torch import __version__
+    from torch.version import __version__, cuda
     torch_version = "".join(__version__.split(".")[:2])
-    cuda_version = __version__.split("+cu")[-1]
+    cuda_version = "".join(cuda.split("+cu")[-1].split("."))
     return "pt" + torch_version + "cu" + cuda_version
 
 def unpack_wheel(wheel_path, directory=None):

From e2ffbfe537a6e4bdb809405e37da7697fbe9c4be Mon Sep 17 00:00:00 2001
From: charliebudd <charles.budd@kcl.ac.uk>
Date: Mon, 30 Jan 2023 09:23:23 +0000
Subject: [PATCH 7/7] removing depreciated "set-output" command

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

diff --git a/.github/workflows/build-pytorch-extension-wheels.yml b/.github/workflows/build-pytorch-extension-wheels.yml
index 4b0837e..45fefd8 100644
--- a/.github/workflows/build-pytorch-extension-wheels.yml
+++ b/.github/workflows/build-pytorch-extension-wheels.yml
@@ -45,9 +45,9 @@ jobs:
           echo "Tag: $TAG"
 
           if [[ $TAG == main ]] || [[ $TAG =~ v[0-9] ]]; then
-              echo "::set-output name=image-tag::-$TAG"
+              echo "image-tag=-$TAG" >> $GITHUB_OUTPUT
           else
-              echo "::set-output name=image-tag::"
+              echo "image-tag=" >> $GITHUB_OUTPUT
           fi
 
   build-wheels: