Retrieve CUDA targets to build in nvcc wrapper from clang command line option.
Hard-coding it (through a repo rule) in one place is bad enough. The proper solution would be to make CUDA targets a bazel 'feature' and map it to compiler flags in crosstools. The more pressing requirement though is to allow compiling a mix of SASS and PTX binaries, instead of SASS+PTX for every CUDA target. PiperOrigin-RevId: 311081931 Change-Id: If6aea7bfa08e21984471ce3593e0df3ac2c21798
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@ -53,13 +53,6 @@ NVCC_PATH = '%{nvcc_path}'
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PREFIX_DIR = os.path.dirname(GCC_HOST_COMPILER_PATH)
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NVCC_VERSION = '%{cuda_version}'
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# TODO(amitpatankar): Benchmark enabling all capabilities by default.
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# Environment variable for supported TF CUDA Compute Capabilities
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# eg. export TF_CUDA_COMPUTE_CAPABILITIES=3.5,3.7,5.2,6.0,6.1,7.0
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CUDA_COMPUTE_ENV_VAR = 'TF_CUDA_COMPUTE_CAPABILITIES'
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DEFAULT_CUDA_COMPUTE_CAPABILITIES = '3.5,6.0'
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def Log(s):
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print('gpus/crosstool: {0}'.format(s))
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@ -78,7 +71,8 @@ def GetOptionValue(argv, option):
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"""
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parser = ArgumentParser()
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parser.add_argument('-' + option, nargs='*', action='append')
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parser.add_argument(option, nargs='*', action='append')
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option = option.lstrip('-').replace('-', '_')
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args, _ = parser.parse_known_args(argv)
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if not args or not vars(args)[option]:
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return []
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@ -180,17 +174,17 @@ def InvokeNvcc(argv, log=False):
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host_compiler_options = GetHostCompilerOptions(argv)
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nvcc_compiler_options = GetNvccOptions(argv)
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opt_option = GetOptionValue(argv, 'O')
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m_options = GetOptionValue(argv, 'm')
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opt_option = GetOptionValue(argv, '-O')
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m_options = GetOptionValue(argv, '-m')
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m_options = ''.join([' -m' + m for m in m_options if m in ['32', '64']])
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include_options = GetOptionValue(argv, 'I')
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out_file = GetOptionValue(argv, 'o')
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depfiles = GetOptionValue(argv, 'MF')
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defines = GetOptionValue(argv, 'D')
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include_options = GetOptionValue(argv, '-I')
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out_file = GetOptionValue(argv, '-o')
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depfiles = GetOptionValue(argv, '-MF')
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defines = GetOptionValue(argv, '-D')
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defines = ''.join([' -D' + define for define in defines])
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undefines = GetOptionValue(argv, 'U')
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undefines = GetOptionValue(argv, '-U')
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undefines = ''.join([' -U' + define for define in undefines])
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std_options = GetOptionValue(argv, 'std')
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std_options = GetOptionValue(argv, '-std')
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# Supported -std flags as of CUDA 9.0. Only keep last to mimic gcc/clang.
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nvcc_allowed_std_options = ["c++03", "c++11", "c++14"]
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std_options = ''.join([' -std=' + define
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@ -198,7 +192,7 @@ def InvokeNvcc(argv, log=False):
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# The list of source files get passed after the -c option. I don't know of
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# any other reliable way to just get the list of source files to be compiled.
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src_files = GetOptionValue(argv, 'c')
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src_files = GetOptionValue(argv, '-c')
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# Pass -w through from host to nvcc, but don't do anything fancier with
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# warnings-related flags, since they're not necessarily the same across
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@ -224,13 +218,12 @@ def InvokeNvcc(argv, log=False):
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srcs = ' '.join(src_files)
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out = ' -o ' + out_file[0]
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supported_cuda_compute_capabilities = [ %{cuda_compute_capabilities} ]
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nvccopts = '-D_FORCE_INLINES '
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for capability in supported_cuda_compute_capabilities:
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capability = capability.replace('.', '')
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for capability in GetOptionValue(argv, "--cuda-gpu-arch"):
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capability = capability[len('sm_'):]
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nvccopts += r'-gencode=arch=compute_%s,\"code=sm_%s,compute_%s\" ' % (
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capability, capability, capability)
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nvccopts += ' ' + nvcc_compiler_options
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nvccopts += nvcc_compiler_options
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nvccopts += undefines
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nvccopts += defines
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nvccopts += std_options
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@ -272,6 +265,7 @@ def main():
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if args.x and args.x[0] == 'cuda':
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if args.cuda_log: Log('-x cuda')
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leftover = [pipes.quote(s) for s in leftover]
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args.cuda_log = True
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if args.cuda_log: Log('using nvcc')
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return InvokeNvcc(leftover, log=args.cuda_log)
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@ -37,13 +37,6 @@ GCC_HOST_COMPILER_PATH = ('%{gcc_host_compiler_path}')
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NVCC_PATH = '%{nvcc_path}'
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NVCC_VERSION = '%{cuda_version}'
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NVCC_TEMP_DIR = "%{nvcc_tmp_dir}"
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DEFAULT_CUDA_COMPUTE_CAPABILITIES = '3.5,6.0'
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# Taken from environment variable for supported TF CUDA Compute Capabilities
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# eg. export TF_CUDA_COMPUTE_CAPABILITIES=3.5,3.7,5.2,6.0,6.1,7.0
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supported_cuda_compute_capabilities = os.environ.get(
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'TF_CUDA_COMPUTE_CAPABILITIES',
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DEFAULT_CUDA_COMPUTE_CAPABILITIES).split(',')
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def Log(s):
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print('gpus/crosstool: {0}'.format(s))
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@ -53,7 +46,7 @@ def GetOptionValue(argv, option):
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"""Extract the list of values for option from options.
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Args:
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option: The option whose value to extract, without the leading '/'.
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option: The option whose value to extract.
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Returns:
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1. A list of values, either directly following the option,
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@ -62,10 +55,11 @@ def GetOptionValue(argv, option):
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2. The leftover options.
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"""
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parser = ArgumentParser(prefix_chars='/')
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parser.add_argument('/' + option, nargs='*', action='append')
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parser = ArgumentParser(prefix_chars='-/')
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parser.add_argument(option, nargs='*', action='append')
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option = option.lstrip('-/').replace('-', '_')
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args, leftover = parser.parse_known_args(argv)
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if args and vars(args)[option]:
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if args and vars(args).get(option):
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return (sum(vars(args)[option], []), leftover)
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return ([], leftover)
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@ -122,18 +116,18 @@ def InvokeNvcc(argv, log=False):
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nvcc_compiler_options, argv = GetNvccOptions(argv)
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opt_option, argv = GetOptionValue(argv, 'O')
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opt_option, argv = GetOptionValue(argv, '/O')
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opt = ['-g']
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if (len(opt_option) > 0 and opt_option[0] != 'd'):
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opt = ['-O2']
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include_options, argv = GetOptionValue(argv, 'I')
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include_options, argv = GetOptionValue(argv, '/I')
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includes = ["-I " + include for include in include_options]
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defines, argv = GetOptionValue(argv, 'D')
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defines, argv = GetOptionValue(argv, '/D')
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defines = ['-D' + define for define in defines]
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undefines, argv = GetOptionValue(argv, 'U')
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undefines, argv = GetOptionValue(argv, '/U')
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undefines = ['-U' + define for define in undefines]
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# The rest of the unrecognized options should be passed to host compiler
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@ -142,10 +136,10 @@ def InvokeNvcc(argv, log=False):
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m_options = ["-m64"]
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nvccopts = ['-D_FORCE_INLINES']
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for capability in supported_cuda_compute_capabilities:
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capability = capability.replace('.', '')
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nvccopts += [r'-gencode=arch=compute_%s,"code=sm_%s,compute_%s"' % (
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capability, capability, capability)]
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for capability in GetOptionValue(argv, "--cuda-gpu-arch"):
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capability = capability[len('sm_'):]
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nvccopts += r'-gencode=arch=compute_%s,\"code=sm_%s,compute_%s\" ' % (
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capability, capability, capability)
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nvccopts += nvcc_compiler_options
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nvccopts += undefines
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nvccopts += defines
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@ -840,10 +840,7 @@ def _compute_cuda_extra_copts(repository_ctx, compute_capabilities):
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"--cuda-gpu-arch=sm_" + cap.replace(".", "")
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for cap in compute_capabilities
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]
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# Capabilities are handled in the "crosstool_wrapper_driver_is_not_gcc" for nvcc
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# TODO(csigg): Make this consistent with cuda clang and pass unconditionally.
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return "if_cuda_clang(%s)" % str(capability_flags)
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return str(capability_flags)
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def _tpl_path(repository_ctx, filename):
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return repository_ctx.path(Label("//third_party/gpus/%s.tpl" % filename))
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@ -1092,9 +1089,6 @@ def _create_local_cuda_repository(repository_ctx):
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"%{cuda_version}": cuda_config.cuda_version,
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"%{nvcc_path}": nvcc_path,
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"%{gcc_host_compiler_path}": str(cc),
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"%{cuda_compute_capabilities}": ", ".join(
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["\"%s\"" % c for c in cuda_config.compute_capabilities],
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),
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"%{nvcc_tmp_dir}": _get_nvcc_tmp_dir_for_windows(repository_ctx),
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}
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repository_ctx.template(
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