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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_causal_lm",
"transformers_vit_for_masked_image_modeling",
"transformers_mistral_for_causal_lm",
]
IS_FAST_TEST = os.environ.get("FAST_TEST", "0") == "1"
__all__ = ["model_zoo", "run_fwd", "run_fwd_bwd", "COMMON_MODELS", "IS_FAST_TEST"]