Migrate towards linux_lob_v2.yml (#3853)

Summary:
After : https://github.com/pytorch/test-infra/pull/5902


Reviewed By: seemethere, ahmadsharif1

Differential Revision: D65834393

Pulled By: atalman

.github/workflows/build_docs.yml

@@ -22,7 +22,7 @@ jobs:
     # Do not use matrix here to parameterize Python/CUDA versions.
     # This job is required to pass for each PR.
     # The name of the required job is sensitive to matrix parameter.
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     with:
       job-name: Build doc
       runner: linux.g5.4xlarge.nvidia.gpu

.github/workflows/ffmpeg.yml

@@ -18,7 +18,7 @@ jobs:
       fail-fast: false
       matrix:
         ffmpeg_version: ["4.4.4", "5.1.4", "6.1.1", "master"]
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     with:
       job-name: Build
       upload-artifact: ffmpeg-lgpl
@@ -39,7 +39,7 @@ jobs:
       fail-fast: false
       matrix:
         ffmpeg_version: ["4.4.4", "5.1.4", "6.1.1", "master"]
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     with:
       job-name: Build
       upload-artifact: ffmpeg-lgpl

.github/workflows/lint.yml

@@ -11,7 +11,7 @@ on:
 
 jobs:
   python-source-and-configs:
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     with:
       repository: pytorch/audio
       script: |

.github/workflows/unittest-linux-cpu.yml

@@ -15,7 +15,7 @@ jobs:
       matrix:
         python_version: ["3.8", "3.9", "3.10"]
       fail-fast: false
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     with:
       runner: linux.12xlarge
       repository: pytorch/audio

.github/workflows/unittest-linux-gpu.yml

@@ -16,7 +16,7 @@ jobs:
         python_version: ["3.8", "3.9", "3.10"]
         cuda_arch_version: ["11.8"]
       fail-fast: false
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     with:
       runner: linux.g5.4xlarge.nvidia.gpu
       repository: pytorch/audio