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https://github.com/NicolasBohn/NexQuant.git
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Xinjie Shen
f20dc4482b
* upload example code for model implementation * Refactor Model Implement * add export --------- Co-authored-by: Young <afe.young@gmail.com>
30 lines
845 B
Python
30 lines
845 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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