Class: Cumo::CUDA::Compiler

Inherits:
Object
  • Object
show all
Defined in:
lib/cumo/cuda/compiler.rb

Constant Summary collapse

VALID_KERNEL_NAME = 
/\A[a-zA-Z_][a-zA-Z_0-9]*\z/
DEFAULT_CACHE_DIR = 
File.expand_path('~/.cumo/kernel_cache')

Class Method Summary collapse

Instance Method Summary collapse

Class Method Details

.valid_kernel_name?(name) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/cumo/cuda/compiler.rb', line 14

def self.valid_kernel_name?(name)
  VALID_KERNEL_NAME.match?(name)
end

Instance Method Details

#compile_using_nvrtc(source, options: [], arch: nil) ⇒ Object 



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# File 'lib/cumo/cuda/compiler.rb', line 18

def compile_using_nvrtc(source, options: [], arch: nil)
  arch ||= get_arch
  options += ["-arch=#{arch}"]

  Dir.mktmpdir do |root_dir|
    path = File.join(root_dir, 'kern')
    cu_path = "#{path}.cu"

    File.open(cu_path, 'w') do |cu_file|
      cu_file.write(source)
    end
   
    prog = NVRTCProgram.new(source, name: cu_path)
    begin
      ptx = prog.compile(options: options)
    rescue CompileError => e
      if get_bool_env_variable('CUMO_DUMP_CUDA_SOURCE_ON_ERROR', false)
        e.dump($stderr)
      end
      raise e
    ensure
      prog.destroy
    end
    return ptx
  end
end

#compile_with_cache(source, options: [], arch: nil, cache_dir: nil, extra_source: nil) ⇒ Object 



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# File 'lib/cumo/cuda/compiler.rb', line 45

def compile_with_cache(source, options: [], arch: nil, cache_dir: nil, extra_source: nil)
  # NVRTC does not use extra_source. extra_source is used for cache key.
  cache_dir ||= get_cache_dir
  arch ||= get_arch

  options += ['-ftz=true']

  env = [arch, options, get_nvrtc_version]
  base = @@empty_file_preprocess_cache[env]
  if base.nil?
    # This is checking of NVRTC compiler internal version
    base = preprocess('', options, arch)
    @@empty_file_preprocess_cache[env] = base
  end
  key_src = "#{env} #{base} #{source} #{extra_source}"

  key_src.encode!('utf-8')
  digest = Digest::MD5.hexdigest(key_src)
  name = "#{digest}_2.cubin"

  unless Dir.exist?(cache_dir)
    FileUtils.mkdir_p(cache_dir)
  end
   
  # TODO(sonots): thread-safe?
  path = File.join(cache_dir, name)
  cubin = load_cache(path)
  if cubin
    mod = Module.new
    mod.load(cubin)
    return mod
  end

  ptx = compile_using_nvrtc(source, options: options, arch: arch)
  cubin = nil
  cubin_hash = nil
  LinkState.new do |ls|
    ls.add_ptr_data(ptx, 'cumo.ptx')
    cubin = ls.complete()
    cubin_hash = Digest::MD5.hexdigest(cubin)
  end

  save_cache(path, cubin_hash, cubin)

  # Save .cu source file along with .cubin
  if get_bool_env_variable('CUMO_CACHE_SAVE_CUDA_SOURCE', false)
    File.open("#{path}.cu", 'w') do |f|
      f.write(source)
    end
  end

  mod = Module.new
  mod.load(cubin)
  return mod
end