Source code for polygraphy.tools.args.backend.pluginref.runner

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from polygraphy import mod
from polygraphy.tools.args.base import BaseRunnerArgs
from polygraphy.tools.args.backend.onnx import OnnxLoadArgs
from polygraphy.tools.script import make_invocable


[docs]@mod.export()
class PluginRefRunnerArgs(BaseRunnerArgs):
    """
    Plugin Reference Runner Inference: running inference with the plugin reference runner.

    Depends on:

        - OnnxLoadArgs
    """

    def get_name_opt_impl(self):
        return "Plugin CPU Reference", "pluginref"

    def add_to_script_impl(self, script):
        script.add_import(imports=["GsFromOnnx"], frm="polygraphy.backend.onnx")
        script.add_import(
            imports=["PluginRefRunner"], frm="polygraphy.backend.pluginref"
        )

        onnx_name = self.arg_groups[OnnxLoadArgs].add_to_script(script)
        loader_name = script.add_loader(
            make_invocable("GsFromOnnx", onnx_name), "pluginref"
        )
        script.add_runner(make_invocable("PluginRefRunner", loader_name))