From 211e0cd132c8633cff5f00c3a328f3348a038053 Mon Sep 17 00:00:00 2001 From: Michael Schmidt Date: Fri, 23 Feb 2024 15:09:26 +0100 Subject: [PATCH] Add support for DCTLSA (#147) * Add support for DCTLSA * New arch api * finishing touches * readme --- README.md | 1 + src/spandrel/__helpers/main_registry.py | 2 + src/spandrel/architectures/DCTLSA/__init__.py | 84 +++ .../architectures/DCTLSA/arch/LICENSE | 1 + .../architectures/DCTLSA/arch/dctlsa.py | 527 ++++++++++++++++++ tests/__snapshots__/test_DCTLSA.ambr | 43 ++ tests/images/outputs/16x16/2x_dctlsa.png | Bin 0 -> 2846 bytes tests/images/outputs/16x16/4x_dctlsa.png | Bin 0 -> 8079 bytes tests/images/outputs/32x32/2x_dctlsa.png | Bin 0 -> 8794 bytes tests/images/outputs/32x32/4x_dctlsa.png | Bin 0 -> 28531 bytes tests/images/outputs/64x64/2x_dctlsa.png | Bin 0 -> 22818 bytes tests/images/outputs/64x64/4x_dctlsa.png | Bin 0 -> 69919 bytes tests/test_DCTLSA.py | 63 +++ 13 files changed, 721 insertions(+) create mode 100644 src/spandrel/architectures/DCTLSA/__init__.py create mode 100644 src/spandrel/architectures/DCTLSA/arch/LICENSE create mode 100644 src/spandrel/architectures/DCTLSA/arch/dctlsa.py create mode 100644 tests/__snapshots__/test_DCTLSA.ambr create mode 100644 tests/images/outputs/16x16/2x_dctlsa.png create mode 100644 tests/images/outputs/16x16/4x_dctlsa.png create mode 100644 tests/images/outputs/32x32/2x_dctlsa.png create mode 100644 tests/images/outputs/32x32/4x_dctlsa.png create mode 100644 tests/images/outputs/64x64/2x_dctlsa.png create mode 100644 tests/images/outputs/64x64/4x_dctlsa.png create mode 100644 tests/test_DCTLSA.py diff --git a/README.md b/README.md index 6b0984b8..ea609304 100644 --- a/README.md +++ b/README.md @@ -83,6 +83,7 @@ Spandrel currently supports a limited amount of network architectures. If the ar - [CRAFT](https://github.com/AVC2-UESTC/CRAFT-SR) | [Models](https://drive.google.com/file/d/13wAmc93BPeBUBQ24zUZOuUpdBFG2aAY5/view?usp=sharing) - [SAFMN](https://github.com/sunny2109/SAFMN) | [Models](https://drive.google.com/drive/folders/12O_xgwfgc76DsYbiClYnl6ErCDrsi_S9?usp=share_link) - [RGT](https://github.com/zhengchen1999/RGT) | [RGT Models](https://drive.google.com/drive/folders/1zxrr31Kp2D_N9a-OUAPaJEn_yTaSXTfZ?usp=drive_link), [RGT-S Models](https://drive.google.com/drive/folders/1j46WHs1Gvyif1SsZXKy1Y1IrQH0gfIQ1?usp=drive_link) +- [DCTLSA](https://github.com/zengkun301/DCTLSA) | [Models](https://github.com/zengkun301/DCTLSA/tree/main/pretrained) #### Face Restoration diff --git a/src/spandrel/__helpers/main_registry.py b/src/spandrel/__helpers/main_registry.py index 683b6a12..db597407 100644 --- a/src/spandrel/__helpers/main_registry.py +++ b/src/spandrel/__helpers/main_registry.py @@ -3,6 +3,7 @@ from ..architectures import ( CRAFT, DAT, + DCTLSA, DITN, ESRGAN, FBCNN, @@ -73,6 +74,7 @@ ArchSupport.from_architecture(RealCUGAN.RealCUGANArch()), ArchSupport.from_architecture(DDColor.DDColorArch()), ArchSupport.from_architecture(SAFMN.SAFMNArch()), + ArchSupport.from_architecture(DCTLSA.DCTLSAArch()), ArchSupport.from_architecture(FFTformer.FFTformerArch()), ArchSupport.from_architecture(NAFNet.NAFNetArch()), ArchSupport.from_architecture(M3SNet.M3SNetArch()), diff --git a/src/spandrel/architectures/DCTLSA/__init__.py b/src/spandrel/architectures/DCTLSA/__init__.py new file mode 100644 index 00000000..11adbad1 --- /dev/null +++ b/src/spandrel/architectures/DCTLSA/__init__.py @@ -0,0 +1,84 @@ +from typing_extensions import override + +from spandrel.util import KeyCondition, get_scale_and_output_channels + +from ...__helpers.model_descriptor import ( + Architecture, + ImageModelDescriptor, + SizeRequirements, + StateDict, +) +from .arch.dctlsa import DCTLSA + + +class DCTLSAArch(Architecture[DCTLSA]): + def __init__(self) -> None: + super().__init__( + id="DCTLSA", + detect=KeyCondition.has_all( + "fea_conv.weight", + "B1.body.0.transformer_body.0.blocks.0.attn.qkv.weight", + "B1.body.0.transformer_body.0.blocks.0.attn.local.pointwise_prenorm_1.weight", + "B1.body.1.transformer_body.0.blocks.0.attn.qkv.weight", + "B1.body.1.transformer_body.0.blocks.0.attn.local.pointwise_prenorm_1.weight", + "B6.body.0.transformer_body.0.blocks.0.attn.qkv.weight", + "B6.body.0.transformer_body.0.blocks.0.attn.local.pointwise_prenorm_1.weight", + "B6.body.1.transformer_body.0.blocks.0.attn.qkv.weight", + "B6.body.1.transformer_body.0.blocks.0.attn.local.pointwise_prenorm_1.weight", + "c.0.weight", + "c1.0.weight", + "c2.0.weight", + "c3.0.weight", + "c4.0.weight", + "c5.0.weight", + "LR_conv.weight", + "upsampler.0.weight", + ), + ) + + @override + def load(self, state_dict: StateDict) -> ImageModelDescriptor[DCTLSA]: + # defaults + in_nc = 3 + nf = 55 + num_modules = 6 + out_nc = 3 + upscale = 4 + num_head = 5 # cannot be deduced from state dict + + in_nc = state_dict["fea_conv.weight"].shape[1] + nf = state_dict["fea_conv.weight"].shape[0] + num_modules = state_dict["c.0.weight"].shape[1] // nf + + # good old pixelshuffle + x = state_dict["upsampler.0.weight"].shape[0] + upscale, out_nc = get_scale_and_output_channels(x, in_nc) + + model = DCTLSA( + in_nc=in_nc, + nf=nf, + num_modules=num_modules, + out_nc=out_nc, + upscale=upscale, + num_head=num_head, + ) + + tags = [ + f"{nf}nf", + f"{num_modules}nm", + f"{num_head}nh", + ] + + return ImageModelDescriptor( + model, + state_dict, + architecture=self, + purpose="Restoration" if upscale == 1 else "SR", + tags=tags, + supports_half=False, # TODO: test + supports_bfloat16=True, + scale=upscale, + input_channels=in_nc, + output_channels=out_nc, + size_requirements=SizeRequirements(minimum=16), + ) diff --git a/src/spandrel/architectures/DCTLSA/arch/LICENSE b/src/spandrel/architectures/DCTLSA/arch/LICENSE new file mode 100644 index 00000000..bee342e6 --- /dev/null +++ b/src/spandrel/architectures/DCTLSA/arch/LICENSE @@ -0,0 +1 @@ +This project is released under the Apache 2.0 license. diff --git a/src/spandrel/architectures/DCTLSA/arch/dctlsa.py b/src/spandrel/architectures/DCTLSA/arch/dctlsa.py new file mode 100644 index 00000000..f43500fd --- /dev/null +++ b/src/spandrel/architectures/DCTLSA/arch/dctlsa.py @@ -0,0 +1,527 @@ +from collections import OrderedDict + +import torch +import torch.nn as nn +import torch.nn.functional as F + +from spandrel.util import store_hyperparameters + +from ...__arch_helpers.timm.helpers import to_2tuple + + +class LSAB(nn.Module): + def __init__(self, in_channels=55, num_head=5): + super().__init__() + m_body = [] + for _ in range(2): + m_body.append(SwinT(num_head=num_head, n_feats=in_channels)) + self.body = nn.Sequential(*m_body) + + def forward(self, input): + out_fused = self.body(input) + return out_fused + + +def conv_layer(in_channels, out_channels, kernel_size, stride=1, dilation=1, groups=1): + padding = int((kernel_size - 1) / 2) * dilation + return nn.Conv2d( + in_channels, + out_channels, + kernel_size, + stride, + padding=padding, + bias=True, + dilation=dilation, + groups=groups, + ) + + +def sequential(*args): + if len(args) == 1: + if isinstance(args[0], OrderedDict): + raise NotImplementedError("sequential does not support OrderedDict input.") + return args[0] + modules = [] + for module in args: + if isinstance(module, nn.Sequential): + for submodule in module.children(): + modules.append(submodule) + elif isinstance(module, nn.Module): + modules.append(module) + return nn.Sequential(*modules) + + +def pixelshuffle_block( + in_channels, out_channels, upscale_factor=2, kernel_size=3, stride=1 +): + # import pdb + # pdb.set_trace() + conv = conv_layer( + in_channels, out_channels * (upscale_factor**2), kernel_size, stride + ) + pixel_shuffle = nn.PixelShuffle(upscale_factor) + return sequential(conv, pixel_shuffle) + + +def get_valid_padding(kernel_size, dilation): + kernel_size = kernel_size + (kernel_size - 1) * (dilation - 1) + padding = (kernel_size - 1) // 2 + return padding + + +def pad(pad_type, padding): + pad_type = pad_type.lower() + if padding == 0: + return None + if pad_type == "reflect": + layer = nn.ReflectionPad2d(padding) + elif pad_type == "replicate": + layer = nn.ReplicationPad2d(padding) + else: + raise NotImplementedError(f"padding layer [{pad_type:s}] is not implemented") + return layer + + +def activation(act_type, inplace=True, neg_slope=0.05, n_prelu=1): + act_type = act_type.lower() + if act_type == "relu": + layer = nn.ReLU(inplace) + elif act_type == "lrelu": + layer = nn.LeakyReLU(neg_slope, inplace) + elif act_type == "prelu": + layer = nn.PReLU(num_parameters=n_prelu, init=neg_slope) + else: + raise NotImplementedError(f"activation layer [{act_type:s}] is not found") + return layer + + +def norm(norm_type, nc): + norm_type = norm_type.lower() + if norm_type == "batch": + layer = nn.BatchNorm2d(nc, affine=True) + elif norm_type == "instance": + layer = nn.InstanceNorm2d(nc, affine=False) + else: + raise NotImplementedError(f"normalization layer [{norm_type:s}] is not found") + return layer + + +def conv_block( + in_nc, + out_nc, + kernel_size, + stride=1, + dilation=1, + groups=1, + bias=True, + pad_type="zero", + norm_type=None, + act_type="relu", +): + padding = get_valid_padding(kernel_size, dilation) + p = pad(pad_type, padding) if pad_type and pad_type != "zero" else None + padding = padding if pad_type == "zero" else 0 + + c = nn.Conv2d( + in_nc, + out_nc, + kernel_size=kernel_size, + stride=stride, + padding=padding, + dilation=dilation, + bias=bias, + groups=groups, + ) + a = activation(act_type) if act_type else None + n = norm(norm_type, out_nc) if norm_type else None + return sequential(p, c, n, a) + + +class SwinT(nn.Module): + def __init__(self, num_head=5, n_feats=55): + super().__init__() + m = [] + depth = 2 + num_heads = num_head + window_size = 16 + resolution = 64 + mlp_ratio = 2.0 + m.append( + BasicLayer( + dim=n_feats, + depth=depth, + resolution=resolution, + num_heads=num_heads, + window_size=window_size, + mlp_ratio=mlp_ratio, + qkv_bias=True, + qk_scale=None, + norm_layer=nn.LayerNorm, + ) + ) + self.transformer_body = nn.Sequential(*m) + + def forward(self, x): + res = self.transformer_body(x) + return res + + +class BasicLayer(nn.Module): + def __init__( + self, + *, + dim, + resolution, + depth=2, + num_heads=8, + window_size=8, + mlp_ratio=1.0, + qkv_bias=True, + qk_scale=None, + norm_layer=None, + ): + super().__init__() + self.dim = dim + self.resolution = resolution + self.depth = depth + self.window_size = window_size + # build blocks + self.blocks = nn.ModuleList( + [ + SwinTransformerBlock( + dim=dim, + resolution=resolution, + num_heads=num_heads, + window_size=window_size, + shift_size=0 if (i % 2 == 0) else window_size // 2, + mlp_ratio=mlp_ratio, + qkv_bias=qkv_bias, + qk_scale=qk_scale, + ) + for i in range(depth) + ] + ) + self.patch_embed = PatchEmbed(embed_dim=dim, norm_layer=norm_layer) + self.patch_unembed = PatchUnEmbed(embed_dim=dim) + + def check_image_size(self, x): + _, _, h, w = x.size() + mod_pad_h = (self.window_size - h % self.window_size) % self.window_size + mod_pad_w = (self.window_size - w % self.window_size) % self.window_size + if mod_pad_h != 0 or mod_pad_w != 0: + x = F.pad(x, (0, mod_pad_w, 0, mod_pad_h), "reflect") + return x, h, w + + def forward(self, x): + x, h, w = self.check_image_size(x) + _, _, H, W = x.size() + x_size = (H, W) + x = self.patch_embed(x) + for blk in self.blocks: + x = blk(x, x_size) + x = self.patch_unembed(x, x_size) + if h != H or w != W: + x = x[:, :, 0:h, 0:w].contiguous() + return x + + +class SwinTransformerBlock(nn.Module): + def __init__( + self, + dim, + resolution, + num_heads, + window_size=8, + shift_size=0, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + act_layer=nn.GELU, + ): + super().__init__() + self.dim = dim + self.resolution = to_2tuple(resolution) + self.num_heads = num_heads + self.window_size = window_size + self.shift_size = shift_size + self.mlp_ratio = mlp_ratio + assert ( + 0 <= self.shift_size < self.window_size + ), "shift_size must in 0-window_size" + + self.attn = WindowAttention( + dim, + window_size=to_2tuple(self.window_size), + num_heads=num_heads, + qkv_bias=qkv_bias, + qk_scale=qk_scale, + ) + + mlp_hidden_dim = int(dim * mlp_ratio) + self.mlp = Mlp( + in_features=dim, hidden_features=mlp_hidden_dim, act_layer=act_layer + ) + + def forward(self, x, x_size): + H, W = x_size + B, _L, C = x.shape + + x = x.view(B, H, W, C) + + # cyclic shift + if self.shift_size > 0: + shifted_x = torch.roll( + x, shifts=(-self.shift_size, -self.shift_size), dims=(1, 2) + ) + else: + shifted_x = x + shifted_x = self.attn(shifted_x, H, W, mask=None) + + # reverse cyclic shift + if self.shift_size > 0: + x = torch.roll( + shifted_x, shifts=(self.shift_size, self.shift_size), dims=(1, 2) + ) + else: + x = shifted_x + x = x.view(B, H * W, C) + + # FFN + x = x + self.mlp(x) + return x + + +class LocalModule(nn.Sequential): + def __init__(self, channels): + super().__init__() + self.add_module("pointwise_prenorm_0", nn.BatchNorm2d(channels)) + self.add_module( + "pointwise_conv_0", nn.Conv2d(channels, channels, kernel_size=1, bias=False) + ) + self.add_module( + "depthwise_conv", + nn.Conv2d( + channels, + channels, + padding=1, + kernel_size=3, + groups=channels, + bias=False, + ), + ) + self.add_module("pointwise_prenorm_1", nn.BatchNorm2d(channels)) + self.add_module( + "pointwise_conv_1", nn.Conv2d(channels, channels, kernel_size=1, bias=False) + ) + + +class WindowAttention(nn.Module): + def __init__( + self, + dim, + window_size, + num_heads, + qkv_bias=True, + qk_scale=None, + attn_drop=0.0, + proj_drop=0.0, + ): + super().__init__() + self.dim = dim + self.window_size = window_size # Wh, Ww + self.num_heads = num_heads + head_dim = dim // num_heads + self.scale = qk_scale or head_dim**-0.5 + + self.qkv = nn.Linear(dim, dim * 3, bias=qkv_bias) + self.attn_drop = nn.Dropout(attn_drop) + self.proj = nn.Linear(dim, dim) + self.proj_drop = nn.Dropout(proj_drop) + self.softmax = nn.Softmax(dim=-2) + self.local = LocalModule(dim) + + def forward(self, x, H, W, mask=None): + temp = x.permute(0, 3, 1, 2).contiguous() + local = self.local(temp) + local = local + temp + local = local.permute(0, 2, 3, 1).contiguous() + qkv = self.qkv(local) + # partition windows + qkv = window_partition( + qkv, self.window_size[0] + ) # nW*B, window_size, window_size, C + + B_, _, _, C = qkv.shape + + qkv = qkv.view( + -1, self.window_size[0] * self.window_size[1], C + ) # nW*B, window_size*window_size, C + + N = self.window_size[0] * self.window_size[1] + C = C // 3 + + qkv = qkv.reshape(B_, N, 3, self.num_heads, C // self.num_heads).permute( + 2, 0, 3, 1, 4 + ) + q, k, v = ( + qkv[0], + qkv[1], + qkv[2], + ) # make torchscript happy (cannot use tensor as tuple) + k = self.softmax(k) + + q = q * self.scale + attn = k.transpose(-2, -1) @ v + x = (q @ attn).transpose(1, 2).reshape(B_, N, C) + x = self.proj(x) + + # merge windows + x = x.view(-1, self.window_size[0], self.window_size[1], C) + x = window_reverse(x, self.window_size[0], H, W) # B H' W' C + x = x + local + return x + + +def window_reverse(windows, window_size, H, W): + B = int(windows.shape[0] / (H * W / window_size / window_size)) + x = windows.view( + B, H // window_size, W // window_size, window_size, window_size, -1 + ) + x = x.permute(0, 1, 3, 2, 4, 5).contiguous().view(B, H, W, -1) + return x + + +class Mlp(nn.Module): + def __init__( + self, in_features, hidden_features=None, out_features=None, act_layer=nn.GELU + ): + super().__init__() + out_features = out_features or in_features + hidden_features = hidden_features or in_features + self.fc1 = nn.Linear(in_features, hidden_features) + self.act = act_layer() + self.fc2 = nn.Linear(hidden_features, out_features) + + def forward(self, x): + x = self.fc1(x) + x = self.act(x) + x = self.fc2(x) + return x + + +def window_partition(x, window_size): + B, H, W, C = x.shape + x = x.view(B, H // window_size, window_size, W // window_size, window_size, C) + windows = ( + x.permute(0, 1, 3, 2, 4, 5).contiguous().view(-1, window_size, window_size, C) + ) + return windows + + +class PatchEmbed(nn.Module): + def __init__(self, embed_dim=50, norm_layer=None): + super().__init__() + + if norm_layer is not None: + self.norm = norm_layer(embed_dim) + else: + self.norm = None + + def forward(self, x): + x = x.flatten(2).transpose(1, 2) # B Ph*Pw C + if self.norm is not None: + x = self.norm(x) + return x + + def flops(self): + flops = 0 + H, W = self.img_size + if self.norm is not None: + flops += H * W * self.embed_dim + return flops + + +class PatchUnEmbed(nn.Module): + def __init__(self, embed_dim=50): + super().__init__() + self.embed_dim = embed_dim + + def forward(self, x, x_size): + B, _HW, _C = x.shape + x = x.transpose(1, 2).view(B, self.embed_dim, x_size[0], x_size[1]) # B Ph*Pw C + return x + + def flops(self): + flops = 0 + return flops + + +@store_hyperparameters() +class DCTLSA(nn.Module): + hyperparameters = {} + + def __init__( + self, + in_nc=3, + nf=55, + num_modules=6, + out_nc=3, + upscale=4, + num_head=5, + ): + super().__init__() + self.fea_conv = conv_layer(in_nc, nf, kernel_size=3) + # self.dctb = DCTB(nf=nf,num_modules=num_modules) + # //The DCTB code Start + self.B1 = LSAB(in_channels=nf, num_head=num_head) + self.B2 = LSAB(in_channels=nf, num_head=num_head) + self.B3 = LSAB(in_channels=nf, num_head=num_head) + self.B4 = LSAB(in_channels=nf, num_head=num_head) + self.B5 = LSAB(in_channels=nf, num_head=num_head) + self.B6 = LSAB(in_channels=nf, num_head=num_head) + self.c = conv_block(nf * num_modules, nf, kernel_size=1, act_type="lrelu") + self.c1 = conv_block(nf * 2, nf, kernel_size=1, act_type="lrelu") + self.c2 = conv_block(nf * 3, nf, kernel_size=1, act_type="lrelu") + self.c3 = conv_block(nf * 4, nf, kernel_size=1, act_type="lrelu") + self.c4 = conv_block(nf * 5, nf, kernel_size=1, act_type="lrelu") + self.c5 = conv_block(nf * 6, nf, kernel_size=1, act_type="lrelu") + # //The DCTB code End + self.LR_conv = conv_layer(nf, nf, kernel_size=3) + + upsample_block = pixelshuffle_block + self.upsampler = upsample_block(nf, out_nc, upscale_factor=upscale) + + def forward(self, input): + out_fea = self.fea_conv(input) + + out_B1 = self.B1(out_fea) + out_B10 = torch.cat([out_fea, out_B1], dim=1) + out_B11 = self.c1(out_B10) + + out_B2 = self.B2(out_B11) + out_B20 = torch.cat([out_B10, out_B2], dim=1) + out_B22 = self.c2(out_B20) + + out_B3 = self.B3(out_B22) + out_B30 = torch.cat([out_B20, out_B3], dim=1) + out_B33 = self.c3(out_B30) + + out_B4 = self.B4(out_B33) + out_B40 = torch.cat([out_B30, out_B4], dim=1) + out_B44 = self.c4(out_B40) + + out_B5 = self.B5(out_B44) + out_B50 = torch.cat([out_B40, out_B5], dim=1) + out_B55 = self.c5(out_B50) + + out_B6 = self.B6(out_B55) + + out_B = self.c( + torch.cat([out_B1, out_B2, out_B3, out_B4, out_B5, out_B6], dim=1) + ) + # out_B = self.dctb(out_fea) + out_lr = self.LR_conv(out_B) + out_fea + + output = self.upsampler(out_lr) + + return output diff --git a/tests/__snapshots__/test_DCTLSA.ambr b/tests/__snapshots__/test_DCTLSA.ambr new file mode 100644 index 00000000..eccabd74 --- /dev/null +++ b/tests/__snapshots__/test_DCTLSA.ambr @@ -0,0 +1,43 @@ +# serializer version: 1 +# name: test_x2 + ImageModelDescriptor( + architecture=DCTLSAArch( + id='DCTLSA', + name='DCTLSA', + ), + input_channels=3, + output_channels=3, + purpose='SR', + scale=2, + size_requirements=SizeRequirements(minimum=16, multiple_of=1, square=False), + supports_bfloat16=True, + supports_half=False, + tags=list([ + '55nf', + '6nm', + '5nh', + ]), + tiling=, + ) +# --- +# name: test_x4 + ImageModelDescriptor( + architecture=DCTLSAArch( + id='DCTLSA', + name='DCTLSA', + ), + input_channels=3, + output_channels=3, + 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