CUDA 11.3 remove. New Stable version is 11.6 (#2670)

Summary:
CUDA 11.3 Removing.

Core PR: https://github.com/pytorch/pytorch/pull/84866
cc malfet ptrblck

Pull Request resolved: https://github.com/pytorch/audio/pull/2670

Reviewed By: malfet, osalpekar

Differential Revision: D39449263

Pulled By: atalman

fbshipit-source-id: f86bb119685ead3ffcabd92c4bb8076aecde4095

.circleci/config.yml.in

@@ -715,7 +715,7 @@ jobs:
       name: windows-gpu
     environment:
       <<: *environment
-      CUDA_VERSION: "11.3"
+      CUDA_VERSION: "11.6"
     steps:
       - checkout
       - designate_upload_channel

.circleci/regenerate.py

@@ -23,8 +23,8 @@ from jinja2 import select_autoescape
 
 PYTHON_VERSIONS = ["3.7", "3.8", "3.9", "3.10"]
 CU_VERSIONS_DICT = {
-    "linux": ["cpu", "cu102", "cu113", "cu116", "cu117", "rocm5.0", "rocm5.1.1"],
-    "windows": ["cpu", "cu113", "cu116", "cu117"],
+    "linux": ["cpu", "cu102", "cu116", "cu117", "rocm5.0", "rocm5.1.1"],
+    "windows": ["cpu", "cu116", "cu117"],
     "macos": ["cpu"],
 }
 
@@ -241,7 +241,7 @@ def unittest_workflows(indentation=6):
                 job = {
                     "name": f"unittest_{os_type}_{device_type}_py{python_version}",
                     "python_version": python_version,
-                    "cuda_version": "cpu" if device_type == "cpu" else "cu113",
+                    "cuda_version": "cpu" if device_type == "cpu" else "cu116",
                     "requires": ["download_third_parties"],
                 }
 

packaging/pkg_helpers.bash

@@ -62,14 +62,6 @@ setup_cuda() {
       fi
       export TORCH_CUDA_ARCH_LIST="3.5;5.0+PTX;6.0;7.0;7.5;8.0;8.6"
       ;;
-    cu113)
-      if [[ "$OSTYPE" == "msys" ]]; then
-        export CUDA_HOME="C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v11.3"
-      else
-        export CUDA_HOME=/usr/local/cuda-11.3/
-      fi
-      export TORCH_CUDA_ARCH_LIST="3.5;5.0+PTX;6.0;7.0;7.5;8.0;8.6"
-      ;;
     cu102)
       if [[ "$OSTYPE" == "msys" ]]; then
         export CUDA_HOME="C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v10.2"
@@ -261,9 +253,6 @@ setup_conda_cudatoolkit_constraint() {
       cu116)
         export CONDA_CUDATOOLKIT_CONSTRAINT="- pytorch-cuda=11.6 # [not osx]"
         ;;
-      cu113)
-        export CONDA_CUDATOOLKIT_CONSTRAINT="- cudatoolkit >=11.3,<11.4 # [not osx]"
-        ;;
       cu102)
         export CONDA_CUDATOOLKIT_CONSTRAINT="- cudatoolkit >=10.2,<10.3 # [not osx]"
         ;;