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Imports getting unwieldy in vision_transformer.py

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Ross Wightman 2025-05-30 15:11:51 -07:00
parent 1be7999993
commit 211cf90721
1 changed files with 23 additions and 4 deletions
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27
timm/models/vision_transformer.py
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@ -39,11 +39,30 @@ import torch.nn as nn
import torch.nn.functional as F import torch.nn.functional as F
from torch.jit import Final from torch.jit import Final
from timm.data import IMAGENET_DEFAULT_MEAN, IMAGENET_DEFAULT_STD, IMAGENET_INCEPTION_MEAN, IMAGENET_INCEPTION_STD, \ from timm.data import (
IMAGENET_DEFAULT_MEAN, IMAGENET_DEFAULT_STD,
IMAGENET_INCEPTION_MEAN, IMAGENET_INCEPTION_STD,
OPENAI_CLIP_MEAN, OPENAI_CLIP_STD OPENAI_CLIP_MEAN, OPENAI_CLIP_STD
from timm.layers import PatchEmbed, Mlp, DropPath, AttentionPoolLatent, LayerNorm, RmsNorm, PatchDropout, \ )
SwiGLUPacked, SwiGLU, trunc_normal_, lecun_normal_, resample_patch_embed, resample_abs_pos_embed, use_fused_attn, \ from timm.layers import (
get_act_layer, get_norm_layer, LayerType PatchEmbed,
Mlp,
DropPath,
AttentionPoolLatent,
LayerNorm,
RmsNorm,
PatchDropout,
SwiGLUPacked,
SwiGLU,
trunc_normal_,
lecun_normal_,
resample_patch_embed,
resample_abs_pos_embed,
use_fused_attn,
get_act_layer,
get_norm_layer,
LayerType,
)
from ._builder import build_model_with_cfg from ._builder import build_model_with_cfg
from ._features import feature_take_indices from ._features import feature_take_indices
from ._manipulate import named_apply, checkpoint_seq, adapt_input_conv from ._manipulate import named_apply, checkpoint_seq, adapt_input_conv