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torch.multiprocessing didn't work, returning to serial processing
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parent
db2ad11743
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@ -1,6 +1,5 @@
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from collections.abc import Callable, Iterable, Mapping
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from collections.abc import Callable, Iterable, Mapping
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from dataclasses import dataclass, field
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from dataclasses import dataclass, field
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from functools import partial
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from typing import List, Literal, Optional, Protocol, Tuple
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from typing import List, Literal, Optional, Protocol, Tuple
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import numpy as np
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import numpy as np
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@ -9,7 +8,6 @@ from soundevent import data
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from soundevent.evaluation import compute_affinity
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from soundevent.evaluation import compute_affinity
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from soundevent.evaluation import match_geometries as optimal_match
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from soundevent.evaluation import match_geometries as optimal_match
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from soundevent.geometry import compute_bounds
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from soundevent.geometry import compute_bounds
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from torch.multiprocessing import Pool
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from batdetect2.configs import BaseConfig
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from batdetect2.configs import BaseConfig
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from batdetect2.typing import (
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from batdetect2.typing import (
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@ -430,17 +428,19 @@ def match_all_predictions(
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config: Optional[MatchConfig] = None,
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config: Optional[MatchConfig] = None,
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) -> List[MatchEvaluation]:
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) -> List[MatchEvaluation]:
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logger.info("Matching all annotations and predictions...")
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logger.info("Matching all annotations and predictions...")
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with Pool() as p:
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return [
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all_matches = p.starmap(
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match
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partial(
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for clip_annotation, raw_predictions in zip(
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match_sound_events_and_raw_predictions,
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clip_annotations,
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targets=targets,
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predictions,
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config=config,
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),
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zip(clip_annotations, predictions),
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)
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)
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for match in match_sound_events_and_raw_predictions(
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return [match for matches in all_matches for match in matches]
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clip_annotation,
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raw_predictions,
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targets=targets,
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config=config,
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)
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]
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@dataclass
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@dataclass
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