From 56e557c6ff8a6480887c9c585bf908045ee8e791 Mon Sep 17 00:00:00 2001 From: AUTOMATIC <16777216c@gmail.com> Date: Sat, 24 Dec 2022 22:39:00 +0300 Subject: [PATCH] added cheap NN approximation for VAE --- javascript/hints.js | 5 +++- models/VAE-approx/model.pt | Bin 0 -> 213777 bytes modules/sd_samplers.py | 29 ++++++++++--------- modules/sd_vae_approx.py | 58 +++++++++++++++++++++++++++++++++++++ modules/shared.py | 6 ++-- 5 files changed, 81 insertions(+), 17 deletions(-) create mode 100644 models/VAE-approx/model.pt create mode 100644 modules/sd_vae_approx.py diff --git a/javascript/hints.js b/javascript/hints.js index a739a177a..63e17e05f 100644 --- a/javascript/hints.js +++ b/javascript/hints.js @@ -97,7 +97,10 @@ titles = { "Learning rate": "how fast should the training go. Low values will take longer to train, high values may fail to converge (not generate accurate results) and/or may break the embedding (This has happened if you see Loss: nan in the training info textbox. If this happens, you need to manually restore your embedding from an older not-broken backup).\n\nYou can set a single numeric value, or multiple learning rates using the syntax:\n\n rate_1:max_steps_1, rate_2:max_steps_2, ...\n\nEG: 0.005:100, 1e-3:1000, 1e-5\n\nWill train with rate of 0.005 for first 100 steps, then 1e-3 until 1000 steps, then 1e-5 for all remaining steps.", - "Clip skip": "Early stopping parameter for CLIP model; 1 is stop at last layer as usual, 2 is stop at penultimate layer, etc." + "Clip skip": "Early stopping parameter for CLIP model; 1 is stop at last layer as usual, 2 is stop at penultimate layer, etc.", + + "Approx NN": "Cheap neural network approximation. Very fast compared to VAE, but produces pictures with 4 times smaller horizontal/vertical resoluton and lower quality.", + "Approx cheap": "Very cheap approximation. Very fast compared to VAE, but produces pictures with 8 times smaller horizontal/vertical resoluton and extremely low quality." } diff --git a/models/VAE-approx/model.pt b/models/VAE-approx/model.pt new file mode 100644 index 0000000000000000000000000000000000000000..8bda9d6e952041db7733eff61238a26dd1ea6cda GIT binary patch literal 213777 zcmWIWW@cev;NW1u0DKH047vF!sX6*7i6x181=%@nP67;3XrO^9IXOQkCpEbwGe57G z%fBckwJ0^kB{R8%tB^r6sE|=3f`@^DAvr&<%uug9H8VYw4OB)=#*LodFxBr~U& zE50Z-sWdYuCB7szuQ?kOiWJ%Pl8Au_PEG$W_Q1 z!N|bCU{J^w!3MIUG$ql>ppe~Hfvu#FBhZ^c!<)mK#hcxmy`+#+!~2N0p*OoXV@V-b zX9mb++$DuPL4~{#Tp+Dr=Otw(78mkmFl%UJuw+2YHZ0^vHe0}(qohzU(3`=VqqR`T zo3XV}7-E=6Nug*^p%~n+MlipMqZnsYD1mI8q;CUHNudUsu07}N($A3 z3K7v_40Ea`ig6}|TFAy}`!WcX6zYJTs^Bf)&FsxwQmCupJ;9sPn;GO(J&5W0C4~k- zg@$ma8bh3FgkrX7p)s=ACf*7qg{B~! zgKV6wFM~%(p&i(%4&Dk7r`l`yDlo#_>Hsm`v82!`sL&biRuhO@T~G`+FLXsV+|Ape zq|hDYR)^L?50G0uA%=OC6nY00`oP_43UjM3ig6Z&e#pl8gWVbccB_K71H`R?8omxp 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zGXnz%qiWrNrqu*p>zSPeuRs9{!l+sc>QQYqMb~Mhpxf4APDWrTo6Xp8L$b(QVgH|Ui!EJ6r&)Fs`CP>P7IHJUOCwWlrumWRj0sj6gx5exo74+ zT~L_-!l*hgpz1V34PD^y1$hjXiDFoQTbVAFF0B<%n9cX;ZG3!EE;8YK0gK_|fA rxy", sample, coefs) +approximation_indexes = {"Full": 0, "Approx NN": 1, "Approx cheap": 2} + + +def single_sample_to_image(sample, approximation=None): + if approximation is None: + approximation = approximation_indexes.get(opts.show_progress_type, 0) + + if approximation == 2: + x_sample = sd_vae_approx.cheap_approximation(sample) + elif approximation == 1: + x_sample = sd_vae_approx.model()(sample.to(devices.device, devices.dtype).unsqueeze(0))[0].detach() else: x_sample = processing.decode_first_stage(shared.sd_model, sample.unsqueeze(0))[0] + x_sample = torch.clamp((x_sample + 1.0) / 2.0, min=0.0, max=1.0) x_sample = 255. * np.moveaxis(x_sample.cpu().numpy(), 0, 2) x_sample = x_sample.astype(np.uint8) return Image.fromarray(x_sample) -def sample_to_image(samples, index=0, approximation=False): +def sample_to_image(samples, index=0, approximation=None): return single_sample_to_image(samples[index], approximation) -def samples_to_image_grid(samples, approximation=False): +def samples_to_image_grid(samples, approximation=None): return images.image_grid([single_sample_to_image(sample, approximation) for sample in samples]) @@ -136,7 +139,7 @@ def store_latent(decoded): if opts.show_progress_every_n_steps > 0 and shared.state.sampling_step % opts.show_progress_every_n_steps == 0: if not shared.parallel_processing_allowed: - shared.state.current_image = sample_to_image(decoded, approximation=opts.show_progress_approximate) + shared.state.current_image = sample_to_image(decoded) class InterruptedException(BaseException): diff --git a/modules/sd_vae_approx.py b/modules/sd_vae_approx.py new file mode 100644 index 000000000..0a58542d1 --- /dev/null +++ b/modules/sd_vae_approx.py @@ -0,0 +1,58 @@ +import os + +import torch +from torch import nn +from modules import devices, paths + +sd_vae_approx_model = None + + +class VAEApprox(nn.Module): + def __init__(self): + super(VAEApprox, self).__init__() + self.conv1 = nn.Conv2d(4, 8, (7, 7)) + self.conv2 = nn.Conv2d(8, 16, (5, 5)) + self.conv3 = nn.Conv2d(16, 32, (3, 3)) + self.conv4 = nn.Conv2d(32, 64, (3, 3)) + self.conv5 = nn.Conv2d(64, 32, (3, 3)) + self.conv6 = nn.Conv2d(32, 16, (3, 3)) + self.conv7 = nn.Conv2d(16, 8, (3, 3)) + self.conv8 = nn.Conv2d(8, 3, (3, 3)) + + def forward(self, x): + extra = 11 + x = nn.functional.interpolate(x, (x.shape[2] * 2, x.shape[3] * 2)) + x = nn.functional.pad(x, (extra, extra, extra, extra)) + + for layer in [self.conv1, self.conv2, self.conv3, self.conv4, self.conv5, self.conv6, self.conv7, self.conv8, ]: + x = layer(x) + x = nn.functional.leaky_relu(x, 0.1) + + return x + + +def model(): + global sd_vae_approx_model + + if sd_vae_approx_model is None: + sd_vae_approx_model = VAEApprox() + sd_vae_approx_model.load_state_dict(torch.load(os.path.join(paths.models_path, "VAE-approx", "model.pt"))) + sd_vae_approx_model.eval() + sd_vae_approx_model.to(devices.device, devices.dtype) + + return sd_vae_approx_model + + +def cheap_approximation(sample): + # https://discuss.huggingface.co/t/decoding-latents-to-rgb-without-upscaling/23204/2 + + coefs = torch.tensor([ + [0.298, 0.207, 0.208], + [0.187, 0.286, 0.173], + [-0.158, 0.189, 0.264], + [-0.184, -0.271, -0.473], + ]).to(sample.device) + + x_sample = torch.einsum("lxy,lr -> rxy", sample, coefs) + + return x_sample diff --git a/modules/shared.py b/modules/shared.py index eb3e5aecd..3cc3c7248 100644 --- a/modules/shared.py +++ b/modules/shared.py @@ -212,9 +212,9 @@ class State: import modules.sd_samplers if opts.show_progress_grid: - self.current_image = modules.sd_samplers.samples_to_image_grid(self.current_latent, approximation=opts.show_progress_approximate) + self.current_image = modules.sd_samplers.samples_to_image_grid(self.current_latent) else: - self.current_image = modules.sd_samplers.sample_to_image(self.current_latent, approximation=opts.show_progress_approximate) + self.current_image = modules.sd_samplers.sample_to_image(self.current_latent) self.current_image_sampling_step = self.sampling_step @@ -392,7 +392,7 @@ options_templates.update(options_section(('interrogate', "Interrogate Options"), options_templates.update(options_section(('ui', "User interface"), { "show_progressbar": OptionInfo(True, "Show progressbar"), "show_progress_every_n_steps": OptionInfo(0, "Show image creation progress every N sampling steps. Set to 0 to disable. Set to -1 to show after completion of batch.", gr.Slider, {"minimum": -1, "maximum": 32, "step": 1}), - "show_progress_approximate": OptionInfo(False, "Calculate small previews using fast linear approximation instead of VAE"), + "show_progress_type": OptionInfo("Full", "Image creation progress mode", gr.Radio, {"choices": ["Full", "Approx NN", "Approx cheap"]}), "show_progress_grid": OptionInfo(True, "Show previews of all images generated in a batch as a grid"), "return_grid": OptionInfo(True, "Show grid in results for web"), "do_not_show_images": OptionInfo(False, "Do not show any images in results for web"),