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from .activations import *
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from .adaptive_avgmax_pool import \
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adaptive_avgmax_pool2d, select_adaptive_pool2d, AdaptiveAvgMaxPool2d, SelectAdaptivePool2d
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from .attention_pool2d import AttentionPool2d, RotAttentionPool2d, RotaryEmbedding
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from .blur_pool import BlurPool2d
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from .classifier import ClassifierHead, create_classifier
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from .cond_conv2d import CondConv2d, get_condconv_initializer
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from .config import is_exportable, is_scriptable, is_no_jit, set_exportable, set_scriptable, set_no_jit,\
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set_layer_config
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from .conv2d_same import Conv2dSame, conv2d_same
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from .conv_bn_act import ConvNormAct, ConvNormActAa, ConvBnAct
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from .create_act import create_act_layer, get_act_layer, get_act_fn
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from .create_attn import get_attn, create_attn
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from .create_conv2d import create_conv2d
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from .create_norm import get_norm_layer, create_norm_layer
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from .create_norm_act import get_norm_act_layer, create_norm_act_layer, get_norm_act_layer
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from .drop import DropBlock2d, DropPath, drop_block_2d, drop_path
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from .eca import EcaModule, CecaModule, EfficientChannelAttn, CircularEfficientChannelAttn
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from .evo_norm import EvoNorm2dB0, EvoNorm2dB1, EvoNorm2dB2,\
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EvoNorm2dS0, EvoNorm2dS0a, EvoNorm2dS1, EvoNorm2dS1a, EvoNorm2dS2, EvoNorm2dS2a
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from .fast_norm import is_fast_norm, set_fast_norm, fast_group_norm, fast_layer_norm
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from .filter_response_norm import FilterResponseNormTlu2d, FilterResponseNormAct2d
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from .gather_excite import GatherExcite
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from .global_context import GlobalContext
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from .helpers import to_ntuple, to_2tuple, to_3tuple, to_4tuple, make_divisible, extend_tuple
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from .inplace_abn import InplaceAbn
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from .linear import Linear
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from .mixed_conv2d import MixedConv2d
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from .mlp import Mlp, GluMlp, GatedMlp, ConvMlp, GlobalResponseNormMlp
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from .non_local_attn import NonLocalAttn, BatNonLocalAttn
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from .norm import GroupNorm, GroupNorm1, LayerNorm, LayerNorm2d
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from .norm_act import BatchNormAct2d, GroupNormAct, convert_sync_batchnorm
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from .padding import get_padding, get_same_padding, pad_same
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from .patch_embed import PatchEmbed, resample_patch_embed
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from .pool2d_same import AvgPool2dSame, create_pool2d
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from .pos_embed import resample_abs_pos_embed
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from .pos_embed_rel import RelPosMlp, RelPosBias, RelPosBiasTf, gen_relative_position_index, gen_relative_log_coords
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from .pos_embed_sincos import build_sincos2d_pos_embed, build_fourier_pos_embed, build_rotary_pos_embed, \
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FourierEmbed, RotaryEmbedding
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from .squeeze_excite import SEModule, SqueezeExcite, EffectiveSEModule, EffectiveSqueezeExcite
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from .selective_kernel import SelectiveKernel
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from .separable_conv import SeparableConv2d, SeparableConvNormAct
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from .space_to_depth import SpaceToDepthModule
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from .split_attn import SplitAttn
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from .split_batchnorm import SplitBatchNorm2d, convert_splitbn_model
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from .std_conv import StdConv2d, StdConv2dSame, ScaledStdConv2d, ScaledStdConv2dSame
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from .test_time_pool import TestTimePoolHead, apply_test_time_pool
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from .trace_utils import _assert, _float_to_int
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from .weight_init import trunc_normal_, trunc_normal_tf_, variance_scaling_, lecun_normal_
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