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48 lines
1.6 KiB
Python
48 lines
1.6 KiB
Python
# Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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# See https://llvm.org/LICENSE.txt for license information.
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# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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# This file contains the Nvgpu class.
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from mlir import execution_engine
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from mlir import ir
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from mlir import passmanager
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from typing import Sequence
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import errno
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import os
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import sys
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_SCRIPT_PATH = os.path.dirname(os.path.abspath(__file__))
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sys.path.append(_SCRIPT_PATH)
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class NvgpuCompiler:
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"""Nvgpu class for compiling and building MLIR modules."""
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def __init__(self, options: str, opt_level: int, shared_libs: Sequence[str]):
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pipeline = f"builtin.module(gpu-lower-to-nvvm-pipeline{{{options}}})"
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self.pipeline = pipeline
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self.shared_libs = shared_libs
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self.opt_level = opt_level
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def __call__(self, module: ir.Module):
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"""Convenience application method."""
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self.compile(module)
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def compile(self, module: ir.Module):
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"""Compiles the module by invoking the nvgpu pipeline."""
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passmanager.PassManager.parse(self.pipeline).run(module.operation)
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def jit(self, module: ir.Module) -> execution_engine.ExecutionEngine:
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"""Wraps the module in a JIT execution engine."""
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ee = execution_engine.ExecutionEngine(
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module, opt_level=self.opt_level, shared_libs=self.shared_libs
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)
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ee.initialize()
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return ee
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def compile_and_jit(self, module: ir.Module) -> execution_engine.ExecutionEngine:
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"""Compiles and jits the module."""
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self.compile(module)
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return self.jit(module)
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