Add compute capability 8.0 if on cuda 11+ (microsoft#572)

op_builder/__init__.py

@@ -5,6 +5,7 @@
 from .transformer import TransformerBuilder
 from .stochastic_transformer import StochasticTransformerBuilder
 from .utils import UtilsBuilder
+from .builder import get_default_compute_capatabilities
 
 # TODO: infer this list instead of hard coded
 # List of all available ops

op_builder/builder.py

@@ -11,9 +11,10 @@
 WARNING = f"{YELLOW} [WARNING] {END}"
 
 DEFAULT_TORCH_EXTENSION_PATH = "/tmp/torch_extensions"
+DEFAULT_COMPUTE_CAPABILITIES = "6.0;6.1;7.0"
 
 
-def assert_no_cuda_mismatch():
+def installed_cuda_version():
     import torch.utils.cpp_extension
     cuda_home = torch.utils.cpp_extension.CUDA_HOME
     assert cuda_home is not None, "CUDA_HOME does not exist, unable to compile CUDA op(s)"
@@ -25,12 +26,26 @@ def assert_no_cuda_mismatch():
     release_idx = output_split.index("release")
     release = output_split[release_idx + 1].replace(',', '').split(".")
     # Ignore patch versions, only look at major + minor
+    cuda_major, cuda_minor = release[:2]
     installed_cuda_version = ".".join(release[:2])
+    return int(cuda_major), int(cuda_minor)
+
+
+def get_default_compute_capatabilities():
+    compute_caps = DEFAULT_COMPUTE_CAPABILITIES
+    if installed_cuda_version()[0] >= 11:
+        compute_caps += ";8.0"
+    return compute_caps
+
+
+def assert_no_cuda_mismatch():
+    cuda_major, cuda_minor = installed_cuda_version()
+    sys_cuda_version = f'{cuda_major}.{cuda_minor}'
     torch_cuda_version = ".".join(torch.version.cuda.split('.')[:2])
     # This is a show-stopping error, should probably not proceed past this
-    if installed_cuda_version != torch_cuda_version:
+    if sys_cuda_version != torch_cuda_version:
         raise Exception(
-            f"Installed CUDA version {installed_cuda_version} does not match the "
+            f"Installed CUDA version {sys_cuda_version} does not match the "
             f"version torch was compiled with {torch.version.cuda}, unable to compile "
             "cuda/cpp extensions without a matching cuda version.")
 
@@ -197,7 +212,10 @@ def jit_load(self, verbose=True):
 
 
 class CUDAOpBuilder(OpBuilder):
-    def compute_capability_args(self, cross_compile_archs=['60', '61', '70']):
+    def compute_capability_args(self, cross_compile_archs=None):
+        if cross_compile_archs is None:
+            cross_compile_archs = get_default_compute_capatabilities()
+
         args = []
         if self.jit_mode:
             # Compile for underlying architecture since we know it at runtime
@@ -208,7 +226,8 @@ def compute_capability_args(self, cross_compile_archs=['60', '61', '70']):
                 f'arch=compute_{compute_capability},code=compute_{compute_capability}')
         else:
             # Cross-compile mode, compile for various architectures
-            for compute_capability in cross_compile_archs:
+            for compute_capability in cross_compile_archs.split(';'):
+                compute_capability = compute_capability.replace('.', '')
                 args.append('-gencode')
                 args.append(
                     f'arch=compute_{compute_capability},code=compute_{compute_capability}'

setup.py

@@ -21,7 +21,7 @@
     raise ImportError('Unable to import torch, please visit https://pytorch.org/ '
                       'to see how to properly install torch on your system.')
 
-import op_builder
+from op_builder import ALL_OPS, get_default_compute_capatabilities
 
 
 def fetch_requirements(path):
@@ -64,12 +64,10 @@ def fetch_requirements(path):
         "you can ignore this message. Adding compute capability for Pascal, Volta, and Turing "
         "(compute capabilities 6.0, 6.1, 6.2)")
     if os.environ.get("TORCH_CUDA_ARCH_LIST", None) is None:
-        os.environ["TORCH_CUDA_ARCH_LIST"] = "6.0;6.1;6.2;7.0;7.5"
+        os.environ["TORCH_CUDA_ARCH_LIST"] = get_default_compute_capatabilities()
 
 ext_modules = []
 
-from op_builder import ALL_OPS
-
 # Default to pre-install kernels to false so we rely on JIT
 BUILD_OP_DEFAULT = int(os.environ.get('DS_BUILD_OPS', 0))
 print(f"DS_BUILD_OPS={BUILD_OP_DEFAULT}")