From 28304874d7068939672fff700e69ef87fbe43ad2 Mon Sep 17 00:00:00 2001 From: Fuou Marinas <57849916+FuouM@users.noreply.github.com> Date: Thu, 1 Aug 2024 08:46:49 +0700 Subject: [PATCH] Add Realviformer (#3) --- README.md | 19 +- __init__.py | 7 +- constants.py | 3 +- example_realviformer.png | Bin 0 -> 343740 bytes pyproject.toml | 4 +- realviformer_module/arch_util.py | 583 +++++++++++++++++++++++ realviformer_module/realviformer_arch.py | 342 +++++++++++++ realviformer_module/spynet_arch.py | 114 +++++ run.py | 91 +++- workflow/workflow_realviformer.json | 327 +++++++++++++ 10 files changed, 1480 insertions(+), 10 deletions(-) create mode 100644 example_realviformer.png create mode 100644 realviformer_module/arch_util.py create mode 100644 realviformer_module/realviformer_arch.py create mode 100644 realviformer_module/spynet_arch.py create mode 100644 workflow/workflow_realviformer.json diff --git a/README.md b/README.md index c4b42f9..df50991 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ A collection of ComfyUI nodes. Including: 1. WFEN Face Restore, [Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network](https://github.com/PRIS-CV/WFEN) - +2. [RealViformer](https://github.com/Yuehan717/RealViformer) - Investigating Attention for Real-World Video Super-Resolution ## Workflows @@ -12,4 +12,19 @@ Download the model [here](https://github.com/PRIS-CV/WFEN?tab=readme-ov-file#get [workflow_wfen_facecrop.json](workflow/workflow_wfen_facecrop.json) -![wfen_facecrop](workflow/wfen_facecrop.png) \ No newline at end of file +![wfen_facecrop](workflow/wfen_facecrop.png) + +### RealViformer + +Download the model [here](https://github.com/Yuehan717/RealViformer?tab=readme-ov-file#usage) and place it in `models/realviformer/weights.pth`. + +[workflow_realviformer.json](workflow/workflow_realviformer.json) + +![realviformer_example](example_realviformer.png) + +(Not a workflow-embedded image) + +https://github.com/user-attachments/assets/e89003c0-7be5-4263-b281-fd609807cea1 + +RealViFormer upscale example + diff --git a/__init__.py b/__init__.py index 5b4aa13..23a4699 100644 --- a/__init__.py +++ b/__init__.py @@ -1,13 +1,14 @@ from .run import ( - WFEN, + WFEN, RealViFormerSR, ) NODE_CLASS_MAPPINGS = { - "WFEN": WFEN + "WFEN": WFEN, + "RealViFormerSR": RealViFormerSR, } NODE_DISPLAY_NAME_MAPPINGS = { - "WFEN": "WFEN Face Restore" + "RealViFormerSR": "RealViFormer Video SR" } diff --git a/constants.py b/constants.py index d4bea4f..31d867c 100644 --- a/constants.py +++ b/constants.py @@ -1 +1,2 @@ -WFEN_MODEL_PATH = "models/wfen/WFEN.pth" \ No newline at end of file +WFEN_MODEL_PATH = "models/wfen/WFEN.pth" +REALVIFORMER_MODEL_PATH = "models/realviformer/weights.pth" \ No newline at end of file diff --git a/example_realviformer.png b/example_realviformer.png new file mode 100644 index 0000000000000000000000000000000000000000..2b40b3cc7f7388379ada3e37042d05a3b6cc3e0c GIT binary patch literal 343740 zcmdqJ1z1$;+Bc4}=@b!$76(D4B_#!9Xi!jO=)xBExOOCFg0u`oS)_1A1_={Drj=JQEpb7?Q*Ezk38md-zu&?o$uR7`DV~@ zwnP_fyqb+(iyPj}F^#yN55*90mk8YZhll@mrV%^#;B-;^`F31r09Un+vHPLgEZNA?8`YvY9%xK6Ze=PjQQ6yD zg__! 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Including: WFEN Face Restore, Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network" -version = "1.0.0" +description = "A collection of ComfyUI nodes. Including: WFEN Face Restore, RealViFormer Video Super Resolution" +version = "1.0.1" license = {file = "LICENSE"} dependencies = ["torch", "einops"] diff --git a/realviformer_module/arch_util.py b/realviformer_module/arch_util.py new file mode 100644 index 0000000..2f034cc --- /dev/null +++ b/realviformer_module/arch_util.py @@ -0,0 +1,583 @@ +import collections.abc +import math +import torch +import warnings +from itertools import repeat +from torch import nn as nn +from torch.nn import functional as F +from torch.nn import init as init +from torch.nn.modules.batchnorm import _BatchNorm + +from einops import rearrange +import numbers + + +@torch.no_grad() # @ is a decorator, which takes the decorated function as the argument of the function after @ +def default_init_weights(module_list, scale=1, bias_fill=0, **kwargs): + """Initialize network weights. + + Args: + module_list (list[nn.Module] | nn.Module): Modules to be initialized. + scale (float): Scale initialized weights, especially for residual + blocks. Default: 1. + bias_fill (float): The value to fill bias. Default: 0 + kwargs (dict): Other arguments for initialization function. + """ + if not isinstance(module_list, list): + module_list = [module_list] + for module in module_list: + for m in module.modules(): + if isinstance(m, nn.Conv2d): + init.kaiming_normal_(m.weight, **kwargs) + m.weight.data *= scale + if m.bias is not None: + m.bias.data.fill_(bias_fill) + elif isinstance(m, nn.Linear): + init.kaiming_normal_(m.weight, **kwargs) + m.weight.data *= scale + if m.bias is not None: + m.bias.data.fill_(bias_fill) + elif isinstance(m, _BatchNorm): + init.constant_(m.weight, 1) + if m.bias is not None: + m.bias.data.fill_(bias_fill) + + +def make_layer(basic_block, num_basic_block, **kwarg): + """Make layers by stacking the same blocks. + + Args: + basic_block (nn.module): nn.module class for basic block. + num_basic_block (int): number of blocks. + + Returns: + nn.Sequential: Stacked blocks in nn.Sequential. + """ + layers = [] + for _ in range(num_basic_block): + layers.append(basic_block(**kwarg)) + return nn.Sequential(*layers) + + +class ResidualBlockNoBN(nn.Module): + """Residual block without BN. + + It has a style of: + ---Conv-ReLU-Conv-+- + |________________| + + Args: + num_feat (int): Channel number of intermediate features. + Default: 64. + res_scale (float): Residual scale. Default: 1. + pytorch_init (bool): If set to True, use pytorch default init, + otherwise, use default_init_weights. Default: False. + """ + + def __init__(self, num_feat=64, res_scale=1, pytorch_init=False): + super(ResidualBlockNoBN, self).__init__() + self.res_scale = res_scale + self.conv1 = nn.Conv2d(num_feat, num_feat, 3, 1, 1, bias=True) + self.conv2 = nn.Conv2d(num_feat, num_feat, 3, 1, 1, bias=True) + self.relu = nn.ReLU(inplace=True) + + if not pytorch_init: + default_init_weights([self.conv1, self.conv2], 0.1) + + def forward(self, x): + identity = x + out = self.conv2(self.relu(self.conv1(x))) + return identity + out * self.res_scale + + +class Upsample(nn.Sequential): + """Upsample module. + + Args: + scale (int): Scale factor. Supported scales: 2^n and 3. + num_feat (int): Channel number of intermediate features. + """ + + def __init__(self, scale, num_feat): + m = [] + if (scale & (scale - 1)) == 0: # scale = 2^n + for _ in range(int(math.log(scale, 2))): + m.append(nn.Conv2d(num_feat, 4 * num_feat, 3, 1, 1)) + m.append(nn.PixelShuffle(2)) + elif scale == 3: + m.append(nn.Conv2d(num_feat, 9 * num_feat, 3, 1, 1)) + m.append(nn.PixelShuffle(3)) + else: + raise ValueError(f'scale {scale} is not supported. Supported scales: 2^n and 3.') + super(Upsample, self).__init__(*m) + + +def flow_warp(x, flow, interp_mode='bilinear', padding_mode='zeros', align_corners=True): + """Warp an image or feature map with optical flow. + + Args: + x (Tensor): Tensor with size (n, c, h, w). + flow (Tensor): Tensor with size (n, h, w, 2), normal value. + interp_mode (str): 'nearest' or 'bilinear'. Default: 'bilinear'. + padding_mode (str): 'zeros' or 'border' or 'reflection'. + Default: 'zeros'. + align_corners (bool): Before pytorch 1.3, the default value is + align_corners=True. After pytorch 1.3, the default value is + align_corners=False. Here, we use the True as default. + + Returns: + Tensor: Warped image or feature map. + """ + assert x.size()[-2:] == flow.size()[1:3] + _, _, h, w = x.size() + # create mesh grid + grid_y, grid_x = torch.meshgrid(torch.arange(0, h).type_as(x), torch.arange(0, w).type_as(x)) + grid = torch.stack((grid_x, grid_y), 2).float() # W(x), H(y), 2 current position + grid.requires_grad = False + + vgrid = grid + flow # for all n batches do the same current position --> warped position + # scale grid to [-1,1] + vgrid_x = 2.0 * vgrid[:, :, :, 0] / max(w - 1, 1) - 1.0 + vgrid_y = 2.0 * vgrid[:, :, :, 1] / max(h - 1, 1) - 1.0 + vgrid_scaled = torch.stack((vgrid_x, vgrid_y), dim=3) + output = F.grid_sample(x, vgrid_scaled, mode=interp_mode, padding_mode=padding_mode, align_corners=align_corners) + + # TODO, what if align_corners=False + return output + + +def resize_flow(flow, size_type, sizes, interp_mode='bilinear', align_corners=False): + """Resize a flow according to ratio or shape. + + Args: + flow (Tensor): Precomputed flow. shape [N, 2, H, W]. + size_type (str): 'ratio' or 'shape'. + sizes (list[int | float]): the ratio for resizing or the final output + shape. + 1) The order of ratio should be [ratio_h, ratio_w]. For + downsampling, the ratio should be smaller than 1.0 (i.e., ratio + < 1.0). For upsampling, the ratio should be larger than 1.0 (i.e., + ratio > 1.0). + 2) The order of output_size should be [out_h, out_w]. + interp_mode (str): The mode of interpolation for resizing. + Default: 'bilinear'. + align_corners (bool): Whether align corners. Default: False. + + Returns: + Tensor: Resized flow. + """ + _, _, flow_h, flow_w = flow.size() + if size_type == 'ratio': + output_h, output_w = int(flow_h * sizes[0]), int(flow_w * sizes[1]) + elif size_type == 'shape': + output_h, output_w = sizes[0], sizes[1] + else: + raise ValueError(f'Size type should be ratio or shape, but got type {size_type}.') + + input_flow = flow.clone() + ratio_h = output_h / flow_h + ratio_w = output_w / flow_w + input_flow[:, 0, :, :] *= ratio_w + input_flow[:, 1, :, :] *= ratio_h + resized_flow = F.interpolate( + input=input_flow, size=(output_h, output_w), mode=interp_mode) #, align_corners=align_corners) + return resized_flow + + +# TODO: may write a cpp file +def pixel_unshuffle(x, scale): + """ Pixel unshuffle. + + Args: + x (Tensor): Input feature with shape (b, c, hh, hw). + scale (int): Downsample ratio. + + Returns: + Tensor: the pixel unshuffled feature. + """ + b, c, hh, hw = x.size() + out_channel = c * (scale**2) + assert hh % scale == 0 and hw % scale == 0 + h = hh // scale + w = hw // scale + x_view = x.view(b, c, h, scale, w, scale) + return x_view.permute(0, 1, 3, 5, 2, 4).reshape(b, out_channel, h, w) + + + +def _no_grad_trunc_normal_(tensor, mean, std, a, b): + # From: https://github.com/rwightman/pytorch-image-models/blob/master/timm/models/layers/weight_init.py + # Cut & paste from PyTorch official master until it's in a few official releases - RW + # Method based on https://people.sc.fsu.edu/~jburkardt/presentations/truncated_normal.pdf + def norm_cdf(x): + # Computes standard normal cumulative distribution function + return (1. + math.erf(x / math.sqrt(2.))) / 2. + + if (mean < a - 2 * std) or (mean > b + 2 * std): + warnings.warn( + 'mean is more than 2 std from [a, b] in nn.init.trunc_normal_. ' + 'The distribution of values may be incorrect.', + stacklevel=2) + + with torch.no_grad(): + # Values are generated by using a truncated uniform distribution and + # then using the inverse CDF for the normal distribution. + # Get upper and lower cdf values + low = norm_cdf((a - mean) / std) + up = norm_cdf((b - mean) / std) + + # Uniformly fill tensor with values from [low, up], then translate to + # [2l-1, 2u-1]. + tensor.uniform_(2 * low - 1, 2 * up - 1) + + # Use inverse cdf transform for normal distribution to get truncated + # standard normal + tensor.erfinv_() + + # Transform to proper mean, std + tensor.mul_(std * math.sqrt(2.)) + tensor.add_(mean) + + # Clamp to ensure it's in the proper range + tensor.clamp_(min=a, max=b) + return tensor + + +def trunc_normal_(tensor, mean=0., std=1., a=-2., b=2.): + r"""Fills the input Tensor with values drawn from a truncated + normal distribution. + + From: https://github.com/rwightman/pytorch-image-models/blob/master/timm/models/layers/weight_init.py + + The values are effectively drawn from the + normal distribution :math:`\mathcal{N}(\text{mean}, \text{std}^2)` + with values outside :math:`[a, b]` redrawn until they are within + the bounds. The method used for generating the random values works + best when :math:`a \leq \text{mean} \leq b`. + + Args: + tensor: an n-dimensional `torch.Tensor` + mean: the mean of the normal distribution + std: the standard deviation of the normal distribution + a: the minimum cutoff value + b: the maximum cutoff value + + Examples: + >>> w = torch.empty(3, 5) + >>> nn.init.trunc_normal_(w) + """ + return _no_grad_trunc_normal_(tensor, mean, std, a, b) + + +# From PyTorch +def _ntuple(n): + + def parse(x): + if isinstance(x, collections.abc.Iterable): + return x + return tuple(repeat(x, n)) + + return parse + + +to_1tuple = _ntuple(1) +to_2tuple = _ntuple(2) +to_3tuple = _ntuple(3) +to_4tuple = _ntuple(4) +to_ntuple = _ntuple + +class ConvResidualBlocks(nn.Module): + """Conv and residual block used in BasicVSR. + + Args: + num_in_ch (int): Number of input channels. Default: 3. + num_out_ch (int): Number of output channels. Default: 64. + num_block (int): Number of residual blocks. Default: 15. + """ + + def __init__(self, num_in_ch=3, num_out_ch=64, num_block=15): + super().__init__() + self.main = nn.Sequential( + nn.Conv2d(num_in_ch, num_out_ch, 3, 1, 1, bias=True), nn.LeakyReLU(negative_slope=0.1, inplace=True), + make_layer(ResidualBlockNoBN, num_block, num_feat=num_out_ch)) + + def forward(self, fea): + return self.main(fea) + +class ResidualBlocks(nn.Module): + """Residual block without shallow conv + + Args: + num_in_ch (int): Number of input channels. Default: 3. + num_out_ch (int): Number of output channels. Default: 64. + num_block (int): Number of residual blocks. Default: 15. + """ + + def __init__(self, num_out_ch=64, num_block=15): + super().__init__() + self.main = make_layer(ResidualBlockNoBN, num_block, num_feat=num_out_ch) + + def forward(self, fea): + return self.main(fea) + +class Conv2dwithActication(nn.Module): + """ Conv2d layers with activation + """ + def __init__(self, num_in_ch, num_out_ch, num_layer=1): + super().__init__() + main = [nn.Conv2d(num_in_ch, num_out_ch, 3, 1, 1, bias=True), nn.LeakyReLU(negative_slope=0.1, inplace=True)] + for _ in range(num_layer-1): + main.append(nn.Conv2d(num_out_ch, num_out_ch, 3, 1, 1, bias=True)) + main.append(nn.LeakyReLU(negative_slope=0.1, inplace=True)) + self.main = nn.Sequential(*main) + + def forward(self, fea): + return self.main(fea) + +########################################################################## +## LayerNorm + +def to_3d(x): + return rearrange(x, 'b c h w -> b (h w) c') + +def to_4d(x,h,w): + return rearrange(x, 'b (h w) c -> b c h w',h=h,w=w) + +class BiasFree_LayerNorm(nn.Module): + def __init__(self, normalized_shape): + super(BiasFree_LayerNorm, self).__init__() + if isinstance(normalized_shape, numbers.Integral): + normalized_shape = (normalized_shape,) + normalized_shape = torch.Size(normalized_shape) + + assert len(normalized_shape) == 1 + + self.weight = nn.Parameter(torch.ones(normalized_shape)) + self.normalized_shape = normalized_shape + + def forward(self, x): + sigma = x.var(-1, keepdim=True, unbiased=False) + return x / torch.sqrt(sigma+1e-5) * self.weight + +class WithBias_LayerNorm(nn.Module): + def __init__(self, normalized_shape): + super(WithBias_LayerNorm, self).__init__() + if isinstance(normalized_shape, numbers.Integral): + normalized_shape = (normalized_shape,) + normalized_shape = torch.Size(normalized_shape) + + assert len(normalized_shape) == 1 + + self.weight = nn.Parameter(torch.ones(normalized_shape)) + self.bias = nn.Parameter(torch.zeros(normalized_shape)) + self.normalized_shape = normalized_shape + + def forward(self, x): + mu = x.mean(-1, keepdim=True) + sigma = x.var(-1, keepdim=True, unbiased=False) + return (x - mu) / torch.sqrt(sigma+1e-5) * self.weight + self.bias + + +class LayerNorm(nn.Module): + def __init__(self, dim, LayerNorm_type): + super(LayerNorm, self).__init__() + if LayerNorm_type =='BiasFree': + self.body = BiasFree_LayerNorm(dim) + else: + self.body = WithBias_LayerNorm(dim) + + def forward(self, x): + h, w = x.shape[-2:] + return to_4d(self.body(to_3d(x)), h, w) + + +########################################################################## +## Multi-DConv Head Transposed Self-Attention (MDTA) +class Attention(nn.Module): + def __init__(self, dim_q, dim_k, num_heads, bias): + super(Attention, self).__init__() + self.num_heads = num_heads + self.temperature = nn.Parameter(torch.ones(num_heads, 1, 1)) + + self.kv = nn.Conv2d(dim_k, dim_k*2, kernel_size=1, bias=bias) + self.kv_dwconv = nn.Conv2d(dim_k*2, dim_k*2, kernel_size=3, stride=1, padding=1, groups=dim_k*2, bias=bias) + self.q = nn.Conv2d(dim_q, dim_q, kernel_size=3, stride=1, padding=1, bias=bias) + self.project_out = nn.Conv2d(dim_q, dim_q, kernel_size=1, bias=bias) + + + + def forward(self, x, y): + b,c_kv,h,w = x.shape + + kv = self.kv_dwconv(self.kv(x)) + k,v = kv.chunk(2, dim=1) + + # c_q = y.size(1) + q = self.q(y) + + + q = rearrange(q, 'b (head c) h w -> b head c (h w)', head=self.num_heads) + k = rearrange(k, 'b (head c) h w -> b head c (h w)', head=self.num_heads) + v = rearrange(v, 'b (head c) h w -> b head c (h w)', head=self.num_heads) + + q = torch.nn.functional.normalize(q, dim=-1) + k = torch.nn.functional.normalize(k, dim=-1) + + attn = (q @ k.transpose(-2, -1)) * self.temperature # c_q, c_kv (64, 32) + attn = attn.softmax(dim=-1) + + out = (attn @ v) + + out = rearrange(out, 'b head c (h w) -> b (head c) h w', head=self.num_heads, h=h, w=w) + + out = self.project_out(out) # (b, 64, h, w) + return out + + +########################################################################## +# Attention block with layer norm +class AttentionBlock(nn.Module): + def __init__(self, dim_q, dim_kv, num_heads, bias, LayerNorm_type=None, reduction='sum'): + super(AttentionBlock, self).__init__() + if LayerNorm_type is not None: + self.norm_q = LayerNorm(dim_q, LayerNorm_type) + self.norm_kv = LayerNorm(dim_kv, LayerNorm_type) + self.attn = Attention(dim_q, dim_kv, num_heads, bias) + if reduction == 'cat': + self.fusion = nn.Conv2d(dim_q*2, dim_q, kernel_size=1, bias=bias) + + def forward(self, x, y): + if hasattr(self, 'norm_kv'): + x = self.norm_kv(x) + if hasattr(self, 'norm_q'): + y = self.norm_q(y) + + v = self.attn(x, y) ## () + + if hasattr(self, 'fusion'): + return self.fusion(torch.cat((y, v), dim=1)) + else: + return y + v + + +########################################################################## +## Simple attention function (parameter-free) + +def cross_attention(x, ref): + b,c0,h,w = x.shape + _,c1,_,_ = ref.shape + q,k,v = x.clone(), ref.clone(), ref.clone() + + q = rearrange(q, 'b (head c) h w -> b head c (h w)', head=1) + k = rearrange(k, 'b (head c) h w -> b head c (h w)', head=1) + v = rearrange(v, 'b (head c) h w -> b head c (h w)', head=1) + + q = torch.nn.functional.normalize(q, dim=-1) + k = torch.nn.functional.normalize(k, dim=-1) + + attn = (q @ k.transpose(-2, -1)) * 1 # self.temperature [c0, c1] + max_, _ = torch.max(attn, dim=-1, keepdim=True) + attn_submax = attn - max_ + attn = attn.softmax(dim=-1) + attn = attn * torch.lt(attn_submax, 0).int() + attn = attn.softmax(dim=-1) + + out = (attn @ v) # [c0, hw] + + out = rearrange(out, 'b head c (h w) -> b (head c) h w', head=1, h=h, w=w) + + # out = self.project_out(out) + return out + + +########################################################################## +## Multi-DConv Head Cross-Attention (MDCA) +class CrossChannelAttention(nn.Module): + def __init__(self, dim_q, dim_k, num_heads, bias): + super(CrossChannelAttention, self).__init__() + self.num_heads = num_heads + self.temperature = nn.Parameter(torch.ones(num_heads, 1, 1)) + + self.kv = nn.Conv2d(dim_k, dim_k*2, kernel_size=1, bias=bias) + self.kv_dwconv = nn.Conv2d(dim_k*2, dim_k*2, kernel_size=3, stride=1, padding=1, groups=dim_k*2, bias=bias) + self.q = nn.Conv2d(dim_q, dim_q, kernel_size=3, stride=1, padding=1, bias=bias) + self.project_out = nn.Conv2d(dim_q, dim_q, kernel_size=1, bias=bias) + + def forward(self, x, y, return_attn=False): + b,c_kv,h,w = x.shape + + kv = self.kv_dwconv(self.kv(y)) + k,v = kv.chunk(2, dim=1) + + # c_q = y.size(1) + q = self.q(x) + + q = rearrange(q, 'b (head c) h w -> b head c (h w)', head=self.num_heads) + k = rearrange(k, 'b (head c) h w -> b head c (h w)', head=self.num_heads) + v = rearrange(v, 'b (head c) h w -> b head c (h w)', head=self.num_heads) + + q = torch.nn.functional.normalize(q, dim=-1) + k = torch.nn.functional.normalize(k, dim=-1) + + attn = (q @ k.transpose(-2, -1)) * self.temperature + + attn = attn.softmax(dim=-1) + out = (attn @ v) + + out = rearrange(out, 'b head c (h w) -> b (head c) h w', head=self.num_heads, h=h, w=w) + + out = self.project_out(out) # (b, 64, h, w) + if return_attn: + return out, attn + else: + return out + +########################################################################## +# Channel-wise Attention block with layer norm +class ChannelAttentionBlock(nn.Module): + def __init__(self, dim_q, dim_kv, dim_out,num_heads, bias, LayerNorm_type=None, + reduction=True, ch_compress=False, squeeze_factor=1): + super(ChannelAttentionBlock, self).__init__() + self.ch_compress = ch_compress and (squeeze_factor > 1) + if self.ch_compress: + if LayerNorm_type is not None: + self.norm_q = LayerNorm(dim_q//squeeze_factor, LayerNorm_type) + self.norm_kv = LayerNorm(dim_kv//squeeze_factor, LayerNorm_type) + self.attn = CrossChannelAttention(dim_q//squeeze_factor, dim_kv//squeeze_factor, num_heads, bias) + else: + if LayerNorm_type is not None: + self.norm_q = LayerNorm(dim_q, LayerNorm_type) + self.norm_kv = LayerNorm(dim_kv, LayerNorm_type) + self.attn = CrossChannelAttention(dim_q, dim_kv, num_heads, bias) + self.reduction = reduction + if reduction: + self.norm_out = LayerNorm(dim_kv, LayerNorm_type) + self.ffn = nn.Sequential(nn.Conv2d(dim_kv+dim_q, dim_out, kernel_size=1, bias=bias), + nn.Conv2d(dim_out, dim_out, kernel_size=3, stride=1, padding=1, groups=dim_out, bias=bias), + nn.GELU(), + nn.Conv2d(dim_out, dim_out, kernel_size=1, bias=bias)) + + if self.ch_compress: + self.compress_q = nn.Conv2d(dim_q, dim_q//squeeze_factor, kernel_size=3, stride=1, padding=1, bias=bias) + self.compress_kv = nn.Conv2d(dim_kv, dim_kv//squeeze_factor, kernel_size=3, stride=1, padding=1, bias=bias) + self.expand = nn.Conv2d(dim_q//squeeze_factor, dim_q, kernel_size=3, stride=1, padding=1, bias=bias) + + def forward(self, x, y, return_attn=False): + + if self.ch_compress: + x_compressed = self.compress_q(x) + y_compressed = self.compress_kv(y) + if hasattr(self, 'norm_kv'): + y_compressed = self.norm_kv(y_compressed) + if hasattr(self, 'norm_q'): + x_compressed = self.norm_q(x_compressed) + v = self.expand(self.attn(x_compressed, y_compressed, return_attn)) + else: + if hasattr(self, 'norm_kv'): + y = self.norm_kv(y) + if hasattr(self, 'norm_q'): + x = self.norm_q(x) + v = self.attn(x, y, return_attn) ## () + if self.reduction: + out = self.ffn(torch.cat([x,self.norm_out(v)], dim=1)) + return out diff --git a/realviformer_module/realviformer_arch.py b/realviformer_module/realviformer_arch.py new file mode 100644 index 0000000..056b006 --- /dev/null +++ b/realviformer_module/realviformer_arch.py @@ -0,0 +1,342 @@ +import torch +from torch import nn as nn +from torch.nn import functional as F + +from .arch_util import ResidualBlockNoBN, flow_warp, make_layer, LayerNorm, ChannelAttentionBlock +from .spynet_arch import SpyNet +from einops import rearrange +import numbers +########################################################################## +## Layer Norm + +def to_3d(x): + return rearrange(x, 'b c h w -> b (h w) c') + +def to_4d(x,h,w): + return rearrange(x, 'b (h w) c -> b c h w',h=h,w=w) + +class BiasFree_LayerNorm(nn.Module): + def __init__(self, normalized_shape): + super(BiasFree_LayerNorm, self).__init__() + if isinstance(normalized_shape, numbers.Integral): + normalized_shape = (normalized_shape,) + normalized_shape = torch.Size(normalized_shape) + + assert len(normalized_shape) == 1 + + self.weight = nn.Parameter(torch.ones(normalized_shape)) + self.normalized_shape = normalized_shape + + def forward(self, x): + sigma = x.var(-1, keepdim=True, unbiased=False) + return x / torch.sqrt(sigma+1e-5) * self.weight + +class WithBias_LayerNorm(nn.Module): + def __init__(self, normalized_shape): + super(WithBias_LayerNorm, self).__init__() + if isinstance(normalized_shape, numbers.Integral): + normalized_shape = (normalized_shape,) + normalized_shape = torch.Size(normalized_shape) + + assert len(normalized_shape) == 1 + + self.weight = nn.Parameter(torch.ones(normalized_shape)) + self.bias = nn.Parameter(torch.zeros(normalized_shape)) + self.normalized_shape = normalized_shape + + def forward(self, x): + mu = x.mean(-1, keepdim=True) + sigma = x.var(-1, keepdim=True, unbiased=False) + return (x - mu) / torch.sqrt(sigma+1e-5) * self.weight + self.bias + + +class LayerNorm(nn.Module): + def __init__(self, dim, LayerNorm_type): + super(LayerNorm, self).__init__() + if LayerNorm_type =='BiasFree': + self.body = BiasFree_LayerNorm(dim) + else: + self.body = WithBias_LayerNorm(dim) + + def forward(self, x): + h, w = x.shape[-2:] + return to_4d(self.body(to_3d(x)), h, w) + + + +########################################################################## +## Gated-Dconv Feed-Forward Network (GDFN) +class FeedForward(nn.Module): + def __init__(self, dim, ffn_expansion_factor, bias): + super(FeedForward, self).__init__() + + hidden_features = int(dim*ffn_expansion_factor) + + self.project_in = nn.Conv2d(dim, hidden_features*2, kernel_size=1, bias=bias) + + self.dwconv = nn.Conv2d(hidden_features*2, hidden_features*2, kernel_size=3, stride=1, padding=1, groups=hidden_features*2, bias=bias) + + self.project_out = nn.Conv2d(hidden_features, dim, kernel_size=1, bias=bias) + + def forward(self, x): + x = self.project_in(x) + x1, x2 = self.dwconv(x).chunk(2, dim=1) + x = F.gelu(x1) * x2 + x = self.project_out(x) + return x + + + +########################################################################## +## Multi-DConv Head Transposed Self-Attention (MDTA) +class Attention(nn.Module): + def __init__(self, dim, num_heads, bias, withmask=False): + super(Attention, self).__init__() + self.num_heads = num_heads + self.temperature = nn.Parameter(torch.ones(num_heads, 1, 1)) + + self.qkv = nn.Conv2d(dim, dim*3, kernel_size=1, bias=bias) + self.qkv_dwconv = nn.Conv2d(dim*3, dim*3, kernel_size=3, stride=1, padding=1, groups=dim*3, bias=bias) + self.project_out = nn.Conv2d(dim, dim, kernel_size=1, bias=bias) + self.withmask = withmask + if withmask: + self.max_dsc = nn.AdaptiveMaxPool1d(1) + self.avg_dsc = nn.AdaptiveAvgPool1d(1) + self.linear1 = nn.Linear(2, 1, bias=bias) + self.linear2 = nn.Linear(dim//num_heads, dim//num_heads, bias=bias) + + def forward(self, x): + b,c,h,w = x.shape + + qkv = self.qkv_dwconv(self.qkv(x)) + q,k,v = qkv.chunk(3, dim=1) + + q = rearrange(q, 'b (head c) h w -> b head c (h w)', head=self.num_heads) + k = rearrange(k, 'b (head c) h w -> b head c (h w)', head=self.num_heads) + v = rearrange(v, 'b (head c) h w -> b head c (h w)', head=self.num_heads) + + + q = torch.nn.functional.normalize(q, dim=-1) + k = torch.nn.functional.normalize(k, dim=-1) + + attn = (q @ k.transpose(-2, -1)) * self.temperature # b, h, c, c + + if self.withmask: + mask_in = attn.clone() + b_, h_, c_, _ = mask_in.shape + dsc = torch.cat([self.max_dsc(mask_in.reshape(b_, h_*c_, c_)), self.avg_dsc(mask_in.reshape((b_, h_*c_, c_)))], dim=-1).reshape(b_, h_, c_, 2) # b,h,c,2 + mask = self.linear1(dsc) # b,h,c,1 + mask = self.linear2(F.gelu(mask).transpose(-2,-1)).transpose(-2,-1) # b, h, c, 1 + mask = F.sigmoid(mask) + + attn = attn.softmax(dim=-1) + out = (attn @ v) + + if self.withmask: + out = out * mask + + out = rearrange(out, 'b head c (h w) -> b (head c) h w', head=self.num_heads, h=h, w=w) + + out = self.project_out(out) + return out + + + +########################################################################## +class TransformerBlock(nn.Module): + def __init__(self, dim, num_heads, ffn_expansion_factor, bias, LayerNorm_type, + masked=False, squeeze_factor=1.0, ch_compress=False): + super(TransformerBlock, self).__init__() + if ch_compress: + self.norm1 = LayerNorm(dim//squeeze_factor, LayerNorm_type) + self.attn = Attention(dim//squeeze_factor, num_heads, bias, masked) + else: + self.norm1 = LayerNorm(dim, LayerNorm_type) + self.attn = Attention(dim, num_heads, bias, masked) + self.norm2 = LayerNorm(dim, LayerNorm_type) + self.ffn = FeedForward(dim, ffn_expansion_factor, bias) + self.ch_compress = ch_compress and (squeeze_factor > 1) + if self.ch_compress: + self.compress = nn.Conv2d(dim, dim//squeeze_factor, kernel_size=3, stride=1, padding=1, bias=bias) + self.expand = nn.Conv2d(dim//squeeze_factor, dim, kernel_size=3, stride=1, padding=1, bias=bias) + + def forward(self, x): + if self.ch_compress: + x_compressed = self.compress(x) + x = x + self.expand(self.attn(self.norm1(x_compressed))) + else: + x = x + self.attn(self.norm1(x)) + x = x + self.ffn(self.norm2(x)) + return x + +########################################################################## +## Resizing modules +class Downsample(nn.Module): + def __init__(self, n_feat): + super(Downsample, self).__init__() + + self.body = nn.Sequential(nn.Conv2d(n_feat, n_feat//2, kernel_size=3, stride=1, padding=1, bias=False), + nn.PixelUnshuffle(2)) + + def forward(self, x): + return self.body(x) + +class Upsample(nn.Module): + def __init__(self, n_feat): + super(Upsample, self).__init__() + + self.body = nn.Sequential(nn.Conv2d(n_feat, n_feat*2, kernel_size=3, stride=1, padding=1, bias=False), + nn.PixelShuffle(2)) + + def forward(self, x): + return self.body(x) + +class RealViformer(nn.Module): + """A recurrent network for video SR. Now only x4 is supported. + + Args: + num_feat (int): Number of channels. Default: 64. + num_block (int): Number of residual blocks for each branch. Default: 15 + spynet_path (str): Path to the pretrained weights of SPyNet. Default: None. + """ + + def __init__(self, num_feat=64, num_blocks=[], spynet_path=None, heads=[], ffn_expansion_factor=2, masked=False, + merge_head=1, merge_compress=False, merge_compress_factor=1.0, + bias=False, LayerNorm_type='BiasFree', ch_compress=False, squeeze_factor=[1,1,1]): + super().__init__() + # embedding + self.num_feat = num_feat + self.shallow_extraction = nn.Sequential(nn.Conv2d(3, num_feat, 3, 1, 1), + TransformerBlock(dim=num_feat, num_heads=heads[0], ffn_expansion_factor=ffn_expansion_factor, bias=bias, LayerNorm_type=LayerNorm_type, masked=False, ch_compress=False, squeeze_factor=squeeze_factor[0])) + + # alignment + self.spynet = SpyNet(spynet_path) + self.attn_merge = ChannelAttentionBlock(dim_q= num_feat, dim_kv = num_feat, dim_out=num_feat, num_heads=merge_head, bias=False, + LayerNorm_type='BiasFree', reduction=True, + ch_compress=merge_compress, squeeze_factor=merge_compress_factor) + + # propagation + # self.forward_trunk = ConvResidualBlocks(num_feat * 2, num_feat, num_block-2) + ## dim = 48, num_heads = 1, num_block = 4 + self.encoder_level1 = nn.Sequential(*[TransformerBlock(dim=num_feat, num_heads=heads[0], ffn_expansion_factor=ffn_expansion_factor, bias=bias, LayerNorm_type=LayerNorm_type, masked=masked,ch_compress=ch_compress, squeeze_factor=squeeze_factor[0]) for i in range(num_blocks[0])]) + ## dim=96, num_heads = 2, num_block=6 + self.down1_2 = Downsample(num_feat) ## From Level 1 to Level 2 + self.encoder_level2 = nn.Sequential(*[TransformerBlock(dim=int(num_feat*2**1), num_heads=heads[1], ffn_expansion_factor=ffn_expansion_factor, bias=bias, LayerNorm_type=LayerNorm_type, masked=masked,ch_compress=ch_compress, squeeze_factor=squeeze_factor[0]) for i in range(num_blocks[1])]) + ## dim=192, num_heads = 4, num_block=6 + self.down2_3 = Downsample(int(num_feat*2**1)) ## From Level 2 to Level 3 + self.latent= nn.Sequential(*[TransformerBlock(dim=int(num_feat*2**2), num_heads=heads[2], ffn_expansion_factor=ffn_expansion_factor, bias=bias, LayerNorm_type=LayerNorm_type, masked=masked,ch_compress=ch_compress, squeeze_factor=squeeze_factor[0]) for i in range(num_blocks[2])]) + ## dim=96, num_heads = 2, num_block=6 + self.up3_2 = Upsample(int(num_feat*2**2)) ## From Level 3 to Level 2 + self.reduce_chan_level2 = nn.Conv2d(int(num_feat*2**2), int(num_feat*2**1), kernel_size=1, bias=bias) + self.decoder_level2 = nn.Sequential(*[TransformerBlock(dim=int(num_feat*2**1), num_heads=heads[1], ffn_expansion_factor=ffn_expansion_factor, bias=bias, LayerNorm_type=LayerNorm_type, masked=masked,ch_compress=ch_compress, squeeze_factor=squeeze_factor[0]) for i in range(num_blocks[1])]) + ## dim=96, num_heads = 1, num_block=4 + self.up2_1 = Upsample(int(num_feat*2**1)) ## From Level 2 to Level 1 (NO 1x1 conv to reduce channels) + self.decoder_level1 = nn.Sequential(*[TransformerBlock(dim=int(num_feat*2**1), num_heads=heads[0], ffn_expansion_factor=ffn_expansion_factor, bias=bias, LayerNorm_type=LayerNorm_type, masked=masked,ch_compress=ch_compress, squeeze_factor=squeeze_factor[0]) for i in range(num_blocks[0])]) + ## dim=96, num_heads = 1, num_block=2 + self.refinement = nn.Sequential(*[TransformerBlock(dim=int(num_feat*2**1), num_heads=heads[0], ffn_expansion_factor=ffn_expansion_factor, bias=bias, LayerNorm_type=LayerNorm_type, masked=masked,ch_compress=ch_compress, squeeze_factor=squeeze_factor[0]) for i in range(num_blocks[3])]) + + # reconstruction + self.compress = nn.Conv2d(num_feat*2**1, num_feat, kernel_size=1, bias=True) + # self.fusion = nn.Conv2d(num_feat, num_feat, 3, 1, 1, bias=True) + self.upconv1 = nn.Conv2d(num_feat*2**1, num_feat * 4, 3, 1, 1, bias=True) + self.upconv2 = nn.Conv2d(num_feat, 64 * 4, 3, 1, 1, bias=True) + self.conv_hr = nn.Conv2d(64, 64, 3, 1, 1) + self.conv_last = nn.Conv2d(64, 3, 3, 1, 1) + + self.pixel_shuffle = nn.PixelShuffle(2) + + # activation functions + self.lrelu = nn.LeakyReLU(negative_slope=0.1, inplace=True) + + + def get_flow(self, x): + + b, n, c, h, w = x.size() + + x_1 = x[:, :-1, :, :, :].reshape(-1, c, h, w) + x_2 = x[:, 1:, :, :, :].reshape(-1, c, h, w) + + # print(x_1.size(), x_2.size()) + + flows_forward = self.spynet(x_2, x_1).view(b, n - 1, 2, h, w) + # flows_forward = self.spynet(x_2, x_1).view(b, n - 1, 2, h, w) + + return flows_forward + + # @torch.compile + def forward(self, x, current_iter=None): + """Forward function of BasicVSR. + + Args: + x: Input frames with shape (b, n, c, h, w). n is the temporal dimension / number of frames. + """ + b, n, _, h, w = x.size() + # self.check_if_mirror_extended(x) + flows_forward = self.get_flow(x.clone()) + + out_l = [] + # forward branch + # feat_prop = torch.zeros_like(feat_prop) + feat_prop = x.new_zeros(b, self.num_feat, h, w) + for i in range(0, n): + x_i = x[:, i, :, :, :] + feat_shallow = self.shallow_extraction(x_i) + if i > 0: + flow = flows_forward[:, i - 1, :, :, :] + feat_prop = flow_warp(feat_prop, flow.permute(0, 2, 3, 1)) + ## alignment ## + feat_prop = self.attn_merge(feat_shallow, feat_prop) + # if hasattr(self, 'align_correction'): + # feat_prop = self.align_correction(feat_shallow, feat_prop) + + ## Propagation ## + out_enc_level1 = self.encoder_level1(feat_prop) + + inp_enc_level2 = self.down1_2(out_enc_level1) + out_enc_level2 = self.encoder_level2(inp_enc_level2) + + inp_enc_level3 = self.down2_3(out_enc_level2) + latent = self.latent(inp_enc_level3) + + inp_dec_level2 = self.up3_2(latent) + inp_dec_level2 = torch.cat([inp_dec_level2, out_enc_level2], 1) + inp_dec_level2 = self.reduce_chan_level2(inp_dec_level2) + out_dec_level2 = self.decoder_level2(inp_dec_level2) + + inp_dec_level1 = self.up2_1(out_dec_level2) + inp_dec_level1 = torch.cat([inp_dec_level1, out_enc_level1], 1) + out_dec_level1 = self.decoder_level1(inp_dec_level1) + + out = self.refinement(out_dec_level1) + feat_prop = self.compress(out) + # upsample + out = self.lrelu(self.pixel_shuffle(self.upconv1(out))) + out = self.lrelu(self.pixel_shuffle(self.upconv2(out))) + out = self.lrelu(self.conv_hr(out)) + # base = F.interpolate(x_i, scale_factor=4, mode='bilinear', align_corners=False) + out = self.conv_last(out) + base = F.interpolate(x_i, scale_factor=4, mode='bilinear', align_corners=False) + out += base + + out_l.append(out) + + return torch.stack(out_l, dim=1) + +class ConvResidualBlocks(nn.Module): + """Conv and residual block used in BasicVSR. + + Args: + num_in_ch (int): Number of input channels. Default: 3. + num_out_ch (int): Number of output channels. Default: 64. + num_block (int): Number of residual blocks. Default: 15. + """ + + def __init__(self, num_in_ch=3, num_out_ch=64, num_block=15): + super().__init__() + self.main = nn.Sequential( + nn.Conv2d(num_in_ch, num_out_ch, 3, 1, 1, bias=True), nn.LeakyReLU(negative_slope=0.1, inplace=True), + make_layer(ResidualBlockNoBN, num_block, num_feat=num_out_ch)) + + def forward(self, fea): + return self.main(fea) + diff --git a/realviformer_module/spynet_arch.py b/realviformer_module/spynet_arch.py new file mode 100644 index 0000000..bfaa878 --- /dev/null +++ b/realviformer_module/spynet_arch.py @@ -0,0 +1,114 @@ +import math +import torch +from torch import nn as nn +from torch.nn import functional as F + +from .arch_util import flow_warp + + +class BasicModule(nn.Module): + """Basic Module for SpyNet. + """ + + def __init__(self): + super(BasicModule, self).__init__() + + self.basic_module = nn.Sequential( + nn.Conv2d(in_channels=8, out_channels=32, kernel_size=7, stride=1, padding=3), nn.ReLU(inplace=False), + nn.Conv2d(in_channels=32, out_channels=64, kernel_size=7, stride=1, padding=3), nn.ReLU(inplace=False), + nn.Conv2d(in_channels=64, out_channels=32, kernel_size=7, stride=1, padding=3), nn.ReLU(inplace=False), + nn.Conv2d(in_channels=32, out_channels=16, kernel_size=7, stride=1, padding=3), nn.ReLU(inplace=False), + nn.Conv2d(in_channels=16, out_channels=2, kernel_size=7, stride=1, padding=3)) + + def forward(self, tensor_input): + return self.basic_module(tensor_input) + +class SpyNet(nn.Module): + """SpyNet architecture. + + Args: + load_path (str): path for pretrained SpyNet. Default: None. + """ + + def __init__(self, load_path=None): + super(SpyNet, self).__init__() + self.basic_module = nn.ModuleList([BasicModule() for _ in range(6)]) + if load_path: + self.load_state_dict(torch.load(load_path, map_location=lambda storage, loc: storage)['params']) + + self.register_buffer('mean', torch.Tensor([0.485, 0.456, 0.406]).view(1, 3, 1, 1)) + self.register_buffer('std', torch.Tensor([0.229, 0.224, 0.225]).view(1, 3, 1, 1)) + + def preprocess(self, tensor_input): + tensor_output = (tensor_input - self.mean) / self.std + return tensor_output + + def process(self, ref, supp): + flow = [] + W = ref.shape[-1] + + ref = [self.preprocess(ref)] + supp = [self.preprocess(supp)] + + + r = 5 if W > 2**5 else int(math.log2(W) -1) + # print(W,r) + + for level in range(r): + # print(ref[0].size()) + ref.insert(0, F.avg_pool2d(input=ref[0], kernel_size=2, stride=2, count_include_pad=False)) + supp.insert(0, F.avg_pool2d(input=supp[0], kernel_size=2, stride=2, count_include_pad=False)) + + flow = ref[0].new_zeros( + [ref[0].size(0), 2, + int(math.floor(ref[0].size(2) / 2.0)), + int(math.floor(ref[0].size(3) / 2.0))]) + + + + for level in range(len(ref)): + upsampled_flow = F.interpolate(input=flow, scale_factor=2, mode='bilinear', align_corners=True) * 2.0 + + if upsampled_flow.size(2) != ref[level].size(2): + upsampled_flow = F.pad(input=upsampled_flow, pad=[0, 0, 0, 1], mode='replicate') + if upsampled_flow.size(3) != ref[level].size(3): + upsampled_flow = F.pad(input=upsampled_flow, pad=[0, 1, 0, 0], mode='replicate') + + flow = self.basic_module[level](torch.cat([ + ref[level], + flow_warp( + supp[level], upsampled_flow.permute(0, 2, 3, 1), interp_mode='bilinear', padding_mode='border'), + upsampled_flow + ], 1)) + upsampled_flow + + return flow + + def forward(self, ref, supp): + assert ref.size() == supp.size() + + h, w = ref.size(2), ref.size(3) + w_floor = math.floor(math.ceil(w / 32.0) * 32.0) + h_floor = math.floor(math.ceil(h / 32.0) * 32.0) + + ref = F.interpolate(input=ref, size=(h_floor, w_floor), mode='bilinear', align_corners=False) + supp = F.interpolate(input=supp, size=(h_floor, w_floor), mode='bilinear', align_corners=False) + + flow = F.interpolate(input=self.process(ref, supp), size=(h, w), mode='bilinear', align_corners=False) + + flow[:, 0, :, :] *= float(w) / float(w_floor) + flow[:, 1, :, :] *= float(h) / float(h_floor) + + return flow + + def get_flow(self, x): + b, n, c, h, w = x.size() + + x_1 = x[:, :-1, :, :, :].reshape(-1, c, h, w) + x_2 = x[:, 1:, :, :, :].reshape(-1, c, h, w) + + flows_backward = self.forward(x_1, x_2).view(b, n - 1, 2, h, w) + + flows_forward = self.forward(x_2, x_1).view(b, n - 1, 2, h, w) + + return flows_forward, flows_backward + diff --git a/run.py b/run.py index 1f17c2b..a1bd5f4 100644 --- a/run.py +++ b/run.py @@ -6,10 +6,14 @@ """ from pathlib import Path +import tqdm import torch +import torch.nn.functional as F +from comfy.utils import ProgressBar -from .constants import WFEN_MODEL_PATH +from .constants import REALVIFORMER_MODEL_PATH, WFEN_MODEL_PATH +from .realviformer_module.realviformer_arch import RealViformer from .utils import ensure_size from .wfen_module.wfen_model import WFENModel @@ -41,8 +45,91 @@ class WFEN: wfening.for_load_pretrain_model(f"{base_dir}/{WFEN_MODEL_PATH}") out_tensor = wfening.netG.forward(source_tensor) - # out_tensor = ensure_size(out_tensor, size=src_img.shape[1:3]) print(f"{out_tensor.shape=}") out_tensor = out_tensor.permute(0, 2, 3, 1) return (out_tensor,) + + +def inference_realviformer(images: torch.Tensor, model: RealViformer) -> torch.Tensor: + padded = False + with torch.no_grad(): + h, w = images.shape[-2:] + ah, aw = h % 4, w % 4 + padh = 0 if ah == 0 else 4 - ah + padw = 0 if aw == 0 else 4 - aw + if padh != 0 or padw != 0: + padded = True + images = F.pad( + images.squeeze(0), pad=(padw, 0, padh, 0), mode="reflect" + ).unsqueeze(0) + outputs = model(images) + + if padded: + outputs = outputs[..., padh * 4 :, padw * 4 :] + + return outputs + + +class RealViFormerSR: + @classmethod + def INPUT_TYPES(s): + return { + "required": { + "src_video": ("IMAGE",), + "interval": ( + "INT", + {"default": 50, "min": 0, "step": 1}, + ), + }, + } + + RETURN_TYPES = ("IMAGE",) + RETURN_NAMES = ("res_video",) + FUNCTION = "todo" + CATEGORY = "FM_nodes" + + def todo(self, src_video: torch.Tensor, interval: int): + src_video = src_video.permute(0, 3, 1, 2) + print(f"{src_video.shape=}") + + device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + model = RealViformer( + num_feat=48, + num_blocks=[2, 3, 4, 1], + spynet_path=None, + heads=[1, 2, 4], + ffn_expansion_factor=2.66, + merge_head=2, + bias=False, + LayerNorm_type="BiasFree", + ch_compress=True, + squeeze_factor=[4, 4, 4], + masked=True, + ) + model.load_state_dict( + torch.load(f"{base_dir}/{REALVIFORMER_MODEL_PATH}")["params"], strict=False + ) + model.eval() + model = model.to(device) + + if src_video.shape[0] <= interval: + out_tensor = inference_realviformer( + src_video.unsqueeze(0).to(device), model + ) + out_tensor = out_tensor.squeeze(dim=0).permute(0, 2, 3, 1) + return (out_tensor,) + + num_imgs = src_video.shape[0] + outputs: list[torch.Tensor] = [] + pbar = ProgressBar(num_imgs) + + for idx in tqdm.tqdm(range(0, num_imgs, interval)): + interval = min(interval, num_imgs - idx) + imgs = src_video[idx : idx + interval] + imgs = imgs.unsqueeze(0).to(device) # [b, n, c, h, w] + outputs.append(inference_realviformer(imgs, model).squeeze(dim=0)) + pbar.update_absolute(idx + interval, num_imgs) + + out_tensor = torch.cat(outputs, dim=0).permute(0, 2, 3, 1) + return (out_tensor,) diff --git a/workflow/workflow_realviformer.json b/workflow/workflow_realviformer.json new file mode 100644 index 0000000..cc715aa --- /dev/null +++ b/workflow/workflow_realviformer.json @@ -0,0 +1,327 @@ +{ + "last_node_id": 5, + "last_link_id": 5, + "nodes": [ + { + "id": 5, + "type": "VHS_VideoInfoLoaded", + "pos": [ + 746, + 316 + ], + "size": { + "0": 304.79998779296875, + "1": 106 + }, + "flags": {}, + "order": 2, + "mode": 0, + "inputs": [ + { + "name": "video_info", + "type": "VHS_VIDEOINFO", + "link": 2 + } + ], + "outputs": [ + { + "name": "fps🟦", + "type": "FLOAT", + "links": [ + 3 + ], + "shape": 3, + "slot_index": 0 + }, + { + "name": "frame_count🟦", + "type": "INT", + "links": null, + "shape": 3 + }, + { + "name": "duration🟦", + "type": "FLOAT", + "links": null, + "shape": 3 + }, + { + "name": "width🟦", + "type": "INT", + "links": null, + "shape": 3 + }, + { + "name": "height🟦", + "type": "INT", + "links": null, + "shape": 3 + } + ], + "properties": { + "Node name for S&R": "VHS_VideoInfoLoaded" + }, + "widgets_values": {} + }, + { + "id": 1, + "type": "VHS_LoadVideo", + "pos": [ + 407, + 204 + ], + "size": [ + 235.1999969482422, + 398.0031478761688 + ], + "flags": {}, + "order": 0, + "mode": 0, + "inputs": [ + { + "name": "meta_batch", + "type": "VHS_BatchManager", + "link": null + }, + { + "name": "vae", + "type": "VAE", + "link": null + } + ], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 1 + ], + "shape": 3, + "slot_index": 0 + }, + { + "name": "frame_count", + "type": "INT", + "links": null, + "shape": 3 + }, + { + "name": "audio", + "type": "AUDIO", + "links": [ + 5 + ], + "shape": 3, + "slot_index": 2 + }, + { + "name": "video_info", + "type": "VHS_VIDEOINFO", + "links": [ + 2 + ], + "shape": 3, + "slot_index": 3 + } + ], + "properties": { + "Node name for S&R": "VHS_LoadVideo" + }, + "widgets_values": { + "video": "cat_lq.mp4", + "force_rate": 0, + "force_size": "Disabled", + "custom_width": 512, + "custom_height": 512, + "frame_load_cap": 0, + "skip_first_frames": 0, + "select_every_nth": 1, + "choose video to upload": "image", + "videopreview": { + "hidden": false, + "paused": false, + "params": { + "frame_load_cap": 0, + "skip_first_frames": 0, + "force_rate": 0, + "filename": "cat_lq.mp4", + "type": "input", + "format": "video/mp4", + "select_every_nth": 1 + } + } + } + }, + { + "id": 4, + "type": "VHS_VideoCombine", + "pos": [ + 1139, + 228 + ], + "size": [ + 315, + 487 + ], + "flags": {}, + "order": 3, + "mode": 0, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 4 + }, + { + "name": "audio", + "type": "AUDIO", + "link": 5 + }, + { + "name": "meta_batch", + "type": "VHS_BatchManager", + "link": null + }, + { + "name": "vae", + "type": "VAE", + "link": null + }, + { + "name": "frame_rate", + "type": "FLOAT", + "link": 3, + "widget": { + "name": "frame_rate" + } + } + ], + "outputs": [ + { + "name": "Filenames", + "type": "VHS_FILENAMES", + "links": null, + "shape": 3 + } + ], + "properties": { + "Node name for S&R": "VHS_VideoCombine" + }, + "widgets_values": { + "frame_rate": 8, + "loop_count": 0, + "filename_prefix": "VideoSR", + "format": "video/h264-mp4", + "pix_fmt": "yuv420p", + "crf": 19, + "save_metadata": true, + "pingpong": false, + "save_output": true, + "videopreview": { + "hidden": false, + "paused": false, + "params": { + "filename": "VideoSR_00003.mp4", + "subfolder": "", + "type": "output", + "format": "video/h264-mp4", + "frame_rate": 20 + } + } + } + }, + { + "id": 2, + "type": "RealViFormerSR", + "pos": [ + 741, + 173 + ], + "size": { + "0": 315, + "1": 58 + }, + "flags": {}, + "order": 1, + "mode": 0, + "inputs": [ + { + "name": "src_video", + "type": "IMAGE", + "link": 1 + } + ], + "outputs": [ + { + "name": "res_video", + "type": "IMAGE", + "links": [ + 4 + ], + "shape": 3, + "slot_index": 0 + } + ], + "properties": { + "Node name for S&R": "RealViFormerSR" + }, + "widgets_values": [ + 20 + ] + } + ], + "links": [ + [ + 1, + 1, + 0, + 2, + 0, + "IMAGE" + ], + [ + 2, + 1, + 3, + 5, + 0, + "VHS_VIDEOINFO" + ], + [ + 3, + 5, + 0, + 4, + 4, + "FLOAT" + ], + [ + 4, + 2, + 0, + 4, + 0, + "IMAGE" + ], + [ + 5, + 1, + 2, + 4, + 1, + "AUDIO" + ] + ], + "groups": [], + "config": {}, + "extra": { + "ds": { + "scale": 1.1000000000000008, + "offset": [ + -71.51282852004415, + 26.7761769988706 + ] + } + }, + "version": 0.4 +} \ No newline at end of file