mirror of
https://github.com/NicolasBohn/NexQuant.git
synced 2026-07-27 23:47:46 +00:00
Xu Yang
6b626eb56d
* Commit init framework * Co-authored-by: Yuante Li (FESCO Adecco Human Resources) <v-yuanteli@microsoft.com> Co-authored-by: XianBW <XianBW@users.noreply.github.com> * add an import * refine the whole framework * benchmark related framework * fix black and isort errors * move requirements to folder * fix black again --------- Co-authored-by: Young <afe.young@gmail.com> Co-authored-by: xuyang1 <xuyang1@microsoft.com>
30 lines
844 B
Python
30 lines
844 B
Python
from pathlib import Path
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DIRNAME = Path(__file__).absolute().resolve().parent
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from rdagent.model_implementation.benchmark.eval import ModelImpValEval
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from rdagent.model_implementation.one_shot import ModelTaskGen
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from rdagent.model_implementation.task import ModelImpLoader, ModelTaskLoderJson
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mtl = ModelTaskLoderJson("TODO: A Path to json")
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task_l = mtl.load()
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mtg = ModelTaskGen()
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impl_l = mtg.generate(task_l)
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# TODO: Align it with the benchmark framework after @wenjun's refine the evaluation part.
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# Currently, we just handcraft a workflow for fast evaluation.
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mil = ModelImpLoader(DIRNAME.parent.parent / "model_implementation" / "benchmark" / "gt_code")
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mie = ModelImpValEval()
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# Evaluation:
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eval_l = []
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for impl in impl_l:
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gt_impl = mil.load(impl.target_task)
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eval_l.append(mie.evaluate(gt_impl, impl))
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print(eval_l)
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