Update docker images to build

Author: akihironitta

.github/workflows/cicd-pytorch_dockers.yml

@@ -30,8 +30,8 @@ jobs:
       fail-fast: false
       matrix:
         # the config used in '.azure-pipelines/gpu-tests.yml' since the Dockerfile uses the cuda image
-        python_version: ["3.9"]
-        pytorch_version: ["1.10", "1.11"]
+        python_version: ["3.10"]
+        pytorch_version: ["1.11", "1.12"]
     steps:
       - uses: actions/checkout@v2
       - uses: docker/setup-buildx-action@v2
@@ -50,8 +50,8 @@ jobs:
       fail-fast: false
       matrix:
         # the config used in '.circleci/config.yml`'
-        python_version: ["3.7"]
-        xla_version: ["1.11"]
+        python_version: ["3.9", "3.10"]
+        xla_version: ["1.12"]
     steps:
       - uses: actions/checkout@v2
       - uses: docker/setup-buildx-action@v2
@@ -86,12 +86,11 @@ jobs:
       matrix:
         include:
           # the config used in '.azure-pipelines/gpu-tests.yml'
-          - {python_version: "3.7", pytorch_version: "1.10", cuda_version: "11.1", ubuntu_version: "20.04"}
-          - {python_version: "3.7", pytorch_version: "1.11", cuda_version: "11.3.1", ubuntu_version: "20.04"}
-          # latest (used in Tutorials)
+          # Some are used in different projects such as tutorials.
           - {python_version: "3.8", pytorch_version: "1.9", cuda_version: "11.1", ubuntu_version: "20.04"}
           - {python_version: "3.9", pytorch_version: "1.10", cuda_version: "11.1", ubuntu_version: "20.04"}
           - {python_version: "3.9", pytorch_version: "1.11", cuda_version: "11.3.1", ubuntu_version: "20.04"}
+          - {python_version: "3.10", pytorch_version: "1.12", cuda_version: "11.6.1", ubuntu_version: "20.04"}
     steps:
       - uses: actions/checkout@v2
       - uses: docker/setup-buildx-action@v2
@@ -130,8 +129,7 @@ jobs:
           - {python_version: "3.8", pytorch_version: "1.9", cuda_version: "11.1"}
           - {python_version: "3.8", pytorch_version: "1.10", cuda_version: "11.1"}
           - {python_version: "3.9", pytorch_version: "1.11", cuda_version: "11.3.1"}
-          #  nightly: add when there's a release candidate
-          #  - {python_version: "3.9", pytorch_version: "1.12"}
+          - {python_version: "3.10", pytorch_version: "1.12", cuda_version: "11.6.1"}
     steps:
       - uses: actions/checkout@v2
       - uses: docker/setup-buildx-action@v2