(self)

(self, load_path=None)

(self, num_in_ch=3, num_out_ch=3, num_feat=64, num_conv=16, upscale=4, act_type='prelu')

(self, dataset, num_replicas, rank, ratio=1)

(self, opt)

(self, opt)

(self, generator, num_prefetch_queue)

(self, num_prefetch_queue, **kwargs)

(self, loader, opt)

(self, opt)

(self, opt)

(self, opt)

(self, opt)

(self, opt)

(self, opt)

(self, opt)

(self, opt)

(self, opt)

(self, opt)

(self, opt)

(self, opt)

(self, opt)

(self, opt)

(self, optimizer, periods, restart_weights=(1, ), eta_min=0, last_epoch=-1)

(self, opt)

(self, loss_weight=1.0, reduction='mean')

(self, loss_weight=1.0, reduction='mean', eps=1e-12)

(self, loss_weight=1.0, reduction='mean')

(self, layer_weights, vgg_type='vgg19', use_input_norm=True

(self, gan_type, real_label_val=1.0, fake_label_val=0.0, loss_weight=1.0)

(self, warm_up_steps, lr_min, lr_max, lr_start, max_decay_steps, verbosity_interval=0)

(self, warm_up_steps, f_min, f_max, f_start, cycle_lengths, verbosity_interval=0)

(self, model, decay=0.9999, use_num_upates=True)

( self, embedder, placeholder_strings=None, initializer_words=

(self, dim, max_seq_len)

(self, dim)

(self, fn)

(self, dim, eps=1e-5)

(self, dim, eps=1e-8)

(self, dim)

(self, dim_in, dim_out)

(self, dim, dim_out=None, mult=4, glu=False, dropout=0.)

( self, dim, dim_head=DEFAULT_DIM_HEAD, heads=8, c

( self, dim, depth, heads=8, causal=False,

(self, **kwargs)

( self, *, num_tokens, max_seq_len, attn_layers,

(self, dim, window_size, num_heads, qkv_bias=True, qk_scale=None, attn_drop=0., proj_drop=0.)

(self, dim, input_resolution, num_heads, window_size=7, shift_size=0, mlp_ratio=4., qkv_bias=

(self, input_resolution, dim, norm_layer=nn.LayerNorm)

(self, dim, input_resolution, depth, num_heads, window_size, mlp_ratio=4., qkv_bias=True, qk_

(self, dim, input_resolution, depth, num_heads, window_size, mlp_ratio=4., qkv_bias=True, qk_

(self, img_size=224, patch_size=4, in_chans=3, embed_dim=96, norm_layer=None)

(self, img_size=224, patch_size=4, in_chans=3, embed_dim=96, norm_layer=None)

(self, scale, num_feat)

(self, scale, num_feat, num_out_ch, input_resolution=None)

(self, img_size=64, patch_size=1, in_chans=3, embed_dim=96, depths=[6, 6, 6, 6], num_heads=[6

(self, norm_nc, label_nc, config_text='spadeinstance3x3')

(self, dim, dim_out=None, mult=4, glu=False, dropout=0.)

(self, dim, heads=4, dim_head=32)

(self, in_channels)

(self, query_dim, context_dim=None, heads=8, dim_head=64, dropout=0.)

(self, query_dim, context_dim=None, heads=8, dim_head=64, dropout=0.)

(self, query_dim, context_dim=None, heads=8, dim_head=64, dropout=0.0)

(self, dim, n_heads, d_head, dropout=0., context_dim=None, gated_ff=True, checkpoint=False)

(self, dim, n_heads, d_head, dropout=0., context_dim=None, gated_ff=True, checkpoint=True, di

(self, dim, n_heads, d_head, dropout=0., context_dim=None, gated_ff=True, checkpoint=True, di

(self, in_channels, n_heads, d_head, depth=1, dropout=0., context_dim=None)

(self, in_channels, n_heads, d_head, depth=1, dropout=0., context_dim=None,

(self, in_channels, n_heads, d_head, depth=1, dropout=0., context_dim=None,

(self, in_channels, n_heads, d_head, depth=1, dropout=0., context_dim=None,

( self, spacial_dim: int, embed_dim: int, num_heads_channels: int, out

(self, channels, out_channels=None, ks=5)

(self, channels, use_conv, dims=2, out_channels=None,padding=1)

( self, channels, emb_channels, dropout, out_channels=None, us

( self, channels, emb_channels, dropout, semb_channels, out_ch

( self, channels, num_heads=1, num_head_channels=-1, use_checkpoint=Fa

(self, n_heads)

(self, n_heads)

( self, image_size, in_channels, model_channels, out_channels,

( self, image_size, in_channels, model_channels, out_channels,

( self, image_size, in_channels, model_channels, h

( self, image_size, in_channels, model_channels, out_channels,

(self, c_concat_config, c_crossattn_config)

(self, in_channels, with_conv)

(self, in_channels, with_conv)

(self, *, in_channels, out_channels=None, conv_shortcut=False, dropout, temb_channels=512)

(self, in_channels)

(self, in_channels)

(self, in_channels)

(self, *, ch, out_ch, ch_mult=(1,2,4,8), num_res_blocks, attn_resolutions, dropout=0.0, resam

(self, *, ch, out_ch, ch_mult=(1,2,4,8), num_res_blocks, attn_resolutions, dropout=0.0, resam

(self, *, ch, out_ch, ch_mult=(1,2,4,8), num_res_blocks, attn_resolutions, dropout=0.0, resam

(self, in_channels, out_channels=None)

(self, in_ch, out_ch, num_block=1, num_grow_ch=32)

(self, in_channels, out_channels, *args, **kwargs)

(self, in_channels, out_channels, ch, num_res_blocks, resolution, ch_mult=(2,2), dropout=0.0)

(self, factor, in_channels, mid_channels, out_channels, depth=2)

(self, in_channels, ch, resolution, out_ch, num_res_blocks, attn_resolutions, dropout=0.0, re

(self, z_channels, out_ch, resolution, num_res_blocks, attn_resolutions, ch, ch_mult=(1,2,4,8),

(self, in_size, out_size, in_channels, out_channels, ch_mult=2)