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ColossalAI/tests/kit/model_zoo/__init__.py

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import os
from . import custom, diffusers, timm, torchaudio, torchvision, transformers
from .executor import run_fwd, run_fwd_bwd
from .registry import model_zoo
# We pick a subset of models for fast testing in order to reduce the total testing time
COMMON_MODELS = [
'custom_hanging_param_model',
'custom_nested_model',
'custom_repeated_computed_layers',
'custom_simple_net',
'diffusers_clip_text_model',
'diffusers_auto_encoder_kl',
'diffusers_unet2d_model',
'timm_densenet',
'timm_resnet',
'timm_swin_transformer',
'torchaudio_wav2vec2_base',
'torchaudio_conformer',
'transformers_bert_for_masked_lm',
'transformers_bloom_for_causal_lm',
'transformers_falcon_for_causal_lm',
'transformers_chatglm_for_conditional_generation',
'transformers_llama_for_casual_lm',
'transformers_vit_for_masked_image_modeling',
'transformers_mistral_for_casual_lm'
]
IS_FAST_TEST = os.environ.get('FAST_TEST', '0') == '1'
__all__ = ["model_zoo", "run_fwd", "run_fwd_bwd", 'COMMON_MODELS', 'IS_FAST_TEST']