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Fix trainer init
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16febed792
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@ -18,7 +18,11 @@ from batdetect2.targets import TargetProtocol
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from batdetect2.train.augmentations import build_augmentations
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from batdetect2.train.augmentations import build_augmentations
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from batdetect2.train.callbacks import ValidationMetrics
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from batdetect2.train.callbacks import ValidationMetrics
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from batdetect2.train.clips import build_clipper
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from batdetect2.train.clips import build_clipper
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from batdetect2.train.config import FullTrainingConfig, TrainingConfig
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from batdetect2.train.config import (
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FullTrainingConfig,
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PLTrainerConfig,
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TrainingConfig,
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)
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from batdetect2.train.dataset import (
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from batdetect2.train.dataset import (
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LabeledDataset,
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LabeledDataset,
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RandomExampleSource,
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RandomExampleSource,
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@ -96,24 +100,12 @@ def build_trainer(
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conf: FullTrainingConfig,
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conf: FullTrainingConfig,
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targets: TargetProtocol,
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targets: TargetProtocol,
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) -> Trainer:
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) -> Trainer:
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trainer_conf = PLTrainerConfig.model_validate(
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conf.train,
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from_attributes=True,
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)
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return Trainer(
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return Trainer(
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accelerator=conf.train.accelerator,
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**trainer_conf.model_dump(exclude_none=True),
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accumulate_grad_batches=conf.train.accumulate_grad_batches,
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deterministic=conf.train.deterministic,
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check_val_every_n_epoch=conf.train.check_val_every_n_epoch,
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devices=conf.train.devices,
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enable_checkpointing=conf.train.enable_checkpointing,
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gradient_clip_val=conf.train.gradient_clip_val,
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limit_train_batches=conf.train.limit_train_batches,
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limit_test_batches=conf.train.limit_test_batches,
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limit_val_batches=conf.train.limit_val_batches,
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log_every_n_steps=conf.train.log_every_n_steps,
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max_epochs=conf.train.max_epochs,
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min_epochs=conf.train.min_epochs,
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max_steps=conf.train.max_steps,
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min_steps=conf.train.min_steps,
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max_time=conf.train.max_time,
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precision=conf.train.precision,
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val_check_interval=conf.train.val_check_interval,
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val_check_interval=conf.train.val_check_interval,
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logger=build_logger(conf.train.logger),
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logger=build_logger(conf.train.logger),
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callbacks=build_trainer_callbacks(targets),
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callbacks=build_trainer_callbacks(targets),
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