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d949e3c003
* refactor default, add circular summarizer * add circular * update impl * update doc * minor update * no more to be added
58 lines
2.2 KiB
Python
58 lines
2.2 KiB
Python
from typing import List, Optional
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from mmengine import ConfigDict
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from opencompass.utils import dataset_abbr_from_cfg
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from opencompass.utils.prompt import get_prompt_hash
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from .default import DefaultSummarizer
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class CircularSummarizer(DefaultSummarizer):
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def __init__(self,
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config: ConfigDict,
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dataset_abbrs: Optional[List[str]] = None,
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summary_groups: List = [],
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prompt_db=None,
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metric_types=None) -> None:
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super().__init__(config, dataset_abbrs, summary_groups, prompt_db)
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self.metric_types = metric_types
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def _format_table(self, parsed_results, dataset_metrics,
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dataset_eval_mode):
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prompt_version = {
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dataset_abbr_from_cfg(d): get_prompt_hash(d)[:6]
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for d in self.dataset_cfgs
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}
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table = []
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header1 = ['dataset', 'version', 'mode'] + sum(
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[[model_abbr] + ['-' for _ in range(len(self.metric_types) - 1)]
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for model_abbr in self.model_abbrs], [])
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table.append(header1)
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header2 = ['-', '-', '-'] + sum(
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[self.metric_types for _ in self.model_abbrs], [])
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table.append(header2)
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for dataset_abbr in self.dataset_abbrs:
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if dataset_abbr not in dataset_metrics:
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table.append([dataset_abbr, '-', '-'] + ['-'] *
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len(self.model_abbrs) * len(self.metric_types))
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continue
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row = [
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dataset_abbr,
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prompt_version.get(dataset_abbr, '-'),
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dataset_eval_mode.get(dataset_abbr, '-')
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]
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for model_abbr in self.model_abbrs:
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for metric in self.metric_types:
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if dataset_abbr in parsed_results[
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model_abbr] and metric in parsed_results[
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model_abbr][dataset_abbr]:
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row.append('{:.02f}'.format(
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parsed_results[model_abbr][dataset_abbr][metric]))
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else:
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row.append('-')
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table.append(row)
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return table
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