Files
modelscope/modelscope/__init__.py

96 lines
4.2 KiB
Python

# Copyright (c) Alibaba, Inc. and its affiliates.
from typing import TYPE_CHECKING
from modelscope.utils.import_utils import LazyImportModule
if TYPE_CHECKING:
from .exporters import Exporter, TfModelExporter, TorchModelExporter
from .hub.api import HubApi
from .hub.check_model import check_local_model_is_latest, check_model_is_id
from .hub.push_to_hub import push_to_hub, push_to_hub_async
from .hub.snapshot_download import snapshot_download
from .metrics import (
AccuracyMetric, AudioNoiseMetric, BleuMetric, ImageColorEnhanceMetric,
ImageColorizationMetric, ImageDenoiseMetric, ImageInpaintingMetric,
ImageInstanceSegmentationCOCOMetric, ImagePortraitEnhancementMetric,
ImageQualityAssessmentDegradationMetric,
ImageQualityAssessmentMosMetric, LossMetric, Metric,
MovieSceneSegmentationMetric, OCRRecognitionMetric, PplMetric,
ReferringVideoObjectSegmentationMetric, SequenceClassificationMetric,
TextGenerationMetric, TextRankingMetric, TokenClassificationMetric,
VideoFrameInterpolationMetric, VideoStabilizationMetric,
VideoSummarizationMetric, VideoSuperResolutionMetric,
task_default_metrics)
from .models import Model, TorchModel
from .msdatasets import MsDataset
from .pipelines import Pipeline, pipeline
from .preprocessors import Preprocessor
from .trainers import (EpochBasedTrainer, Hook, Priority, TrainingArgs,
build_dataset_from_file)
from .utils.constant import Tasks
from .utils.hf_util import (AutoConfig, AutoModel, AutoModelForCausalLM,
AutoModelForSeq2SeqLM,
AutoModelForSequenceClassification,
AutoModelForTokenClassification, AutoTokenizer,
GenerationConfig)
from .utils.hub import create_model_if_not_exist, read_config
from .utils.logger import get_logger
from .version import __release_datetime__, __version__
else:
_import_structure = {
'version': ['__release_datetime__', '__version__'],
'trainers': [
'EpochBasedTrainer', 'TrainingArgs', 'Hook', 'Priority',
'build_dataset_from_file'
],
'exporters': [
'Exporter',
'TfModelExporter',
'TorchModelExporter',
],
'hub.api': ['HubApi'],
'hub.snapshot_download': ['snapshot_download'],
'hub.push_to_hub': ['push_to_hub', 'push_to_hub_async'],
'hub.check_model':
['check_model_is_id', 'check_local_model_is_latest'],
'metrics': [
'AudioNoiseMetric', 'Metric', 'task_default_metrics',
'ImageColorEnhanceMetric', 'ImageDenoiseMetric',
'ImageInstanceSegmentationCOCOMetric',
'ImagePortraitEnhancementMetric', 'SequenceClassificationMetric',
'TextGenerationMetric', 'TokenClassificationMetric',
'VideoSummarizationMetric', 'MovieSceneSegmentationMetric',
'AccuracyMetric', 'BleuMetric', 'ImageInpaintingMetric',
'ReferringVideoObjectSegmentationMetric',
'VideoFrameInterpolationMetric', 'VideoStabilizationMetric',
'VideoSuperResolutionMetric', 'PplMetric',
'ImageQualityAssessmentDegradationMetric',
'ImageQualityAssessmentMosMetric', 'TextRankingMetric',
'LossMetric', 'ImageColorizationMetric', 'OCRRecognitionMetric'
],
'models': ['Model', 'TorchModel'],
'preprocessors': ['Preprocessor'],
'pipelines': ['Pipeline', 'pipeline'],
'utils.hub': ['read_config', 'create_model_if_not_exist'],
'utils.logger': ['get_logger'],
'utils.constant': ['Tasks'],
'utils.hf_util': [
'AutoConfig', 'GenerationConfig', 'AutoModel',
'AutoModelForCausalLM', 'AutoModelForSeq2SeqLM', 'AutoTokenizer',
'AutoModelForSequenceClassification',
'AutoModelForTokenClassification'
],
'msdatasets': ['MsDataset']
}
import sys
sys.modules[__name__] = LazyImportModule(
__name__,
globals()['__file__'],
_import_structure,
module_spec=__spec__,
extra_objects={},
)