30 lines
975 B
Python
30 lines
975 B
Python
import subprocess
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from pathlib import Path
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from colorama import Fore, Style
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def compile_with_raptor(network_path, raptor_onnx_path: Path, crossbar_size, crossbar_count):
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# Define the arguments, with the possibility to set crossbar size and count
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args = [
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network_path,
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"--maccel=PIM",
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"--EmitPimCodegen",
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# "--use-experimental-conv-impl=true",
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f"--crossbar-size={crossbar_size}",
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f"--crossbar-count={crossbar_count}",
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]
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# Run the executable with the arguments
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try:
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result = subprocess.run(
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[str(raptor_onnx_path)] + [str(arg) for arg in args],
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check=True,
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capture_output=True,
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text=True,
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)
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print(result.stdout + Fore.GREEN + "Raptor execution successful" + Style.RESET_ALL)
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except subprocess.CalledProcessError as e:
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print(Fore.RED + "Error executing ONNX-MLIR:")
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print(e.stderr + Style.RESET_ALL)
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raise
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