From 1d3578bdef8d42c8f51aa434943cfa300380befa Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Mon, 3 Oct 2022 09:36:15 +1000 Subject: [PATCH 01/31] Initial addition of my (empty) files to my fork --- recognition/s4583222_Solution/README.MD | 0 recognition/s4583222_Solution/dataset.py | 0 recognition/s4583222_Solution/modules.py | 0 recognition/s4583222_Solution/predict.py | 0 recognition/s4583222_Solution/train.py | 0 5 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 recognition/s4583222_Solution/README.MD create mode 100644 recognition/s4583222_Solution/dataset.py create mode 100644 recognition/s4583222_Solution/modules.py create mode 100644 recognition/s4583222_Solution/predict.py create mode 100644 recognition/s4583222_Solution/train.py diff --git a/recognition/s4583222_Solution/README.MD b/recognition/s4583222_Solution/README.MD new file mode 100644 index 0000000000..e69de29bb2 diff --git a/recognition/s4583222_Solution/dataset.py b/recognition/s4583222_Solution/dataset.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/recognition/s4583222_Solution/modules.py b/recognition/s4583222_Solution/modules.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/recognition/s4583222_Solution/predict.py b/recognition/s4583222_Solution/predict.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/recognition/s4583222_Solution/train.py b/recognition/s4583222_Solution/train.py new file mode 100644 index 0000000000..e69de29bb2 From a8b7dd4ae39cf17ab234b624a4bdfcc88cdbc9d9 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Tue, 4 Oct 2022 15:15:28 +1000 Subject: [PATCH 02/31] Wrote my data loading code --- recognition/s4583222_Solution/dataset.py | 46 ++++++++++++++++++++++++ 1 file changed, 46 insertions(+) diff --git a/recognition/s4583222_Solution/dataset.py b/recognition/s4583222_Solution/dataset.py index e69de29bb2..1288757d41 100644 --- a/recognition/s4583222_Solution/dataset.py +++ b/recognition/s4583222_Solution/dataset.py @@ -0,0 +1,46 @@ +# COMP3710 Pattern Recognition Lab Assignment +# By Thomas Jellett (s4583222) +# HARD DIFFICULTY +# Create a generative model of the OASIS brain using either a variant of StyleGAN that +# has a “reasonably clear image.” + +# File: Dataset.py +# Description: Used to get the OASIS brain dataset + +import os +import torch +from PIL import Image +from torch.utils.data import Dataset +import numpy as np + +from torch.utils.data import DataLoader + +training_images = 's4583222_Solution/Images/Train' +# Train_image_path = 's4583222_Solution/keras_png_slices_train/' +# Validate_image_path = 's4583222_Solution/keras_png_slices_validate/' +# Test_image_path = 's4583222_Solution/keras_png_slices_test/' + +#Class for Brain Dataset. We do not care about the masked images +class BrainDataset(Dataset): + def __init__(self, image_directory, transform = None): + self.image_directory = image_directory + self.transform = transform + self.images = os.listdir(image_directory) + + def __len__(self): + return len(self.images) + + def __getitem__(self, index): + image_path = os.path.join(self.image_directory, self.images[index]) #Masks have same name as images + image = np.array(Image.open(image_path).convert("RGB")) + + if self.transform is not None: + augmentations = self.transform(image=image) + image = augmentations["image"] + + return image + +def get_data_loaders(training_images): + training_dataset = BrainDataset(image_directory=training_images) + training_loader = DataLoader(training_dataset, batch_size=10, num_workers=2, pin_memory=False) + return training_loader From b33402002fe7031d06fdd103d1a5f135e33e9fc4 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Sun, 9 Oct 2022 13:26:26 +1000 Subject: [PATCH 03/31] Added the method to destroy images and Unet model --- recognition/s4583222_Solution/modules.py | 241 +++++++++++++++++++++++ 1 file changed, 241 insertions(+) diff --git a/recognition/s4583222_Solution/modules.py b/recognition/s4583222_Solution/modules.py index e69de29bb2..2162889c7a 100644 --- a/recognition/s4583222_Solution/modules.py +++ b/recognition/s4583222_Solution/modules.py @@ -0,0 +1,241 @@ +# COMP3710 Pattern Recognition Lab Assignment +# By Thomas Jellett (s4583222) +# HARD DIFFICULTY +# Create a generative model of the OASIS brain using stable diffusion that +# has a “reasonably clear image.” + +# File: modules.py +# Description: My model + +#Images are 3x256x256 +import torch +from torch import nn +from tqdm import tqdm +import torch.nn.functional as F + +#-------The Forward Process----------# +# Noising the image + +class Diffusion: + def __init__(self, timesteps = 1000, start_beta = 0.0001, end_beta = 0.02, img_size = 256, device = "cuda"): + self.timesteps = timesteps + self.start_beta = start_beta + self.end_beta = end_beta + self.img_size = img_size + self.device = device + + self.beta = self.linear_beta().to(device) + self.alpha = 1. - self.end_beta #alpha is 1 - beta + self.alpha_hat = torch.cumprod(self.alpha, dim=0) #alpha hat is the cumulative product of alpha + + def linear_beta(self): + return torch.linspace(self.start_beta, self.end_beta, self.timesteps) + + def forward_process(self, x, t): + sqrt_alpha_hat_term = torch.sqrt(self.alpha_hat[t])[:, None, None, None] + sqrt_one_minus_alpha_hat_term = torch.sqrt(1. - self.alpha_hat[t])[:, None, None, None] + epsilon = torch.randn_like(x) + x_t = sqrt_alpha_hat_term * x + sqrt_one_minus_alpha_hat_term * epsilon + return x_t + + def sample_the_timestep(self, n): + return torch.randint(low = 1, high=self.timesteps, size = (n,)) + + def sample(self, model, n): + model.eval() + with torch.no_grad(): + x_t = torch.randn((n, 3, self.img_size, self.img_size)).to(self.device) + for i in tqdm(reversed(range(1, self.timesteps)), position = 0): + t = (torch.ones(n)*i).long().to(self.device) + pred_noise = model(x_t, t) + alpha = self.alpha[t][:, None, None, None] + alpha_hat = self.alpha_hat[t][:, None, None, None] + beta = self.beta[t][:, None, None, None] + if i > 1: + noise = torch.randn_like(x_t) + else: + noise = torch.zeros_like(x_t) + x_t_minus_one = 1/torch.sqrt(alpha) * (x_t - ((1 - alpha)/(torch.sqrt(1 - alpha_hat))) * pred_noise) + torch.sqrt(beta) * noise + model.train() + x__t_minus_one = (x_t_minus_one.clamp(-1, 1) + 1)/2 + x__t_minus_one = (x__t_minus_one * 255).type(torch.uint8) + return x__t_minus_one + + + + +#--------------UNET------------------# + +class double_conv(nn.Module): + def __init__(self, in_chan, out_chan): + super().__init__() + + self.conv = nn.Sequential( + nn.Conv2d(in_chan, out_chan, kernel_size=3, padding=1), + nn.BatchNorm2d(out_chan), + nn.ReLU(), + nn.Conv2d(out_chan, out_chan, kernel_size=3, padding=1), + nn.BatchNorm2d(out_chan), + nn.ReLU(), + ) + + def forward(self, x): + return self.conv(x) + +class self_attenuation(nn.Module): + def __init__(self, chan, image_resolution): + super(self_attenuation, self).__init__() + self.channels = chan + self.size = image_resolution + self.attenuation = nn.MultiheadAttention(chan, 4, batch_first=True) + self.layer_norm = nn.LayerNorm([chan]) + self.ff = nn.Sequential( + nn.LayerNorm([chan]), + nn.Linear(chan, chan), + nn.GELU(), + nn.Linear(chan, chan), + ) + + def forward(self, x): + x = x.view(-1, self.channels, self.size * self.size).swapaxes(1,2) + x_layer_norm = self.layer_norm(x) + atten_val, _ = self.attenuation(x_layer_norm, x_layer_norm, x_layer_norm) + atten_val = atten_val + x + atten_val = self.ff(atten_val) + atten_val + return atten_val.swapaxes(2,1).view(-1, self.channels, self.size, self.size) + +class embedded_layer(nn.Module): + def __init__(self, out_chan, time_emb = 256): + self.embedded = nn.Sequential( + nn.SiLU, + nn.Linear(time_emb, out_chan) + ) + def forward(self, x, t): + emb = self.embedded(t)[:,:,None,None].repeat(1,1,x.shape[-2], x.shape[-1]) + return x + emb + +class UNETModel(nn.Module): + def __init__(self, in_chan = 3, out_chan = 3, time_dimension = 256, device = "cuda"): + super().__init__() + self.device = device + self.time_dimension = time_dimension + #Structure: + #Down: + # Maxpool + # Double Conv + # Embedded layer + # Self attenuation + #Up: + # Upsample + # Concat skip connection + # Double Conv + # Embedded Layer + # Seld attenuation + + self.pool = nn.MaxPool2d(kernel_size=2, stride=2) + self.scale_up = nn.Upsample(scale_factor = 2, mode="bilinear", align_corners=True) + + self.first_level = double_conv(in_chan, 32) + # self.first_down_atten = self_attenuation(32, 128) + self.second_level = double_conv(32, 64) + self.second_level_embedded = embedded_layer(64) + self.second_level_atten = self_attenuation(64, 64) + + self.third_level = double_conv(64, 128) + self.third_level_embedded = embedded_layer(128) + self.third_level_atten = self_attenuation(128, 32) + + self.fourth_level = double_conv(128, 256) + self.fourth_level_embedded = embedded_layer(256) + self.fourth_level_atten = self_attenuation(256, 16) + + self.bottle_neck = double_conv(256, 512) + + self.fifth_level = double_conv(512, 256) + self.fifth_level_embedded = embedded_layer(256) + self.fifth_level_atten = self_attenuation(256, 32) + + self.sixth_level = double_conv(256, 128) + self.sixth_level_embedded = embedded_layer(128) + self.sixth_level_atten = self_attenuation(128, 64) + + self.seventh_level = double_conv(128, 64) + self.seventh_level_embedded = embedded_layer(64) + self.seventh_level_atten = self_attenuation(64, 128) + + self.eigth_level = double_conv(64, 32) + self.eigth_level_embedded = embedded_layer(32) + self.eigth_level_atten = self_attenuation(32, 256) + + self.last_conv = nn.Conv2d(32, out_chan, kernel_size=1) + + def position_encoding(self, t, chan): + inv_freq = 1.0/(10000 ** torch.arange(0, chan, 2, device=self.device).float()/chan) + position_a = torch.sin(t.repeat(1,chan//2) * inv_freq) + position_b = torch.cos(t.repeat(1,chan//2) * inv_freq) + position_encode = torch.cat([position_a, position_b], dim = -1) + return position_encode + + def forward(self, x, t): + t = t.unsqueeze(-1).type(torch.float) + t = self.position_encoding(t, self.time_dimension) + + x1 = self.first_level(x) + x1_skip = x1 + + x2 = self.pool(x1) + x2 = self.second_level(x2) + x2 = self.second_level_embedded(x2, t) + x2 = self.second_level_atten(x2) + x2_skip = x2 + + x3 = self.pool(x2) + x3 = self.third_level(x3) + x3 = self.third_level_embedded(x3, t) + x3 = self.third_level_atten(x3) + x3_skip = x3 + + x4 = self.pool(x3) + x4 = self.fourth_level(x4) + x4 = self.fourth_level_embedded(x4, t) + x4 = self.fourth_level_atten(x4) + x4_skip = x4 + + x_bottle = self.pool(x4) + x_bottle = self.bottle_neck(x_bottle) + + x5 = self.scale_up(x_bottle) + x5 = torch.cat([x4_skip, x5], dim = 1) + x5 = self.fifth_level(x5) + x5 = self.fifth_level_embedded(x5, t) + x5 = self.fifth_level_atten(x5) + + x6 = self.scale_up(x5) + x6 = torch.cat([x3_skip, x6], dim = 1) + x6 = self.sixth_level(x6) + x6 = self.sixth_level_embedded(x6, t) + x6 = self.sixth_level_atten(x6) + + x7 = self.scale_up(x6) + x7 = torch.cat([x2_skip, x7], dim = 1) + x7 = self.seventh_level(x7) + x7 = self.seventh_level_embedded(x7, t) + x7 = self.seventh_level_atten(x7) + + x8 = self.scale_up(x7) + x8 = torch.cat([x1_skip, x8], dim = 1) + x8 = self.eigth_level(x8) + x8 = self.eigth_level_embedded(x8, t) + x8 = self.eigth_level_atten(x8) + + output_x = self.last_conv(x8) + + return output_x + + + + + + + + From 2e9b892083f7b22aa3f85b0720146fda56eaac86 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Tue, 11 Oct 2022 07:08:23 +1000 Subject: [PATCH 04/31] Wrote my train file and have debugged my code Model will now train. Have trained over night and so far has a loss of 0.05 --- recognition/s4583222_Solution/dataset.py | 23 +++++-- recognition/s4583222_Solution/modules.py | 45 +++++++------ recognition/s4583222_Solution/train.py | 85 ++++++++++++++++++++++++ 3 files changed, 124 insertions(+), 29 deletions(-) diff --git a/recognition/s4583222_Solution/dataset.py b/recognition/s4583222_Solution/dataset.py index 1288757d41..3428893634 100644 --- a/recognition/s4583222_Solution/dataset.py +++ b/recognition/s4583222_Solution/dataset.py @@ -1,14 +1,15 @@ # COMP3710 Pattern Recognition Lab Assignment # By Thomas Jellett (s4583222) # HARD DIFFICULTY -# Create a generative model of the OASIS brain using either a variant of StyleGAN that +# Create a generative model of the OASIS brain using stable diffusion that # has a “reasonably clear image.” -# File: Dataset.py +# File: dataset.py # Description: Used to get the OASIS brain dataset import os import torch +import torchvision from PIL import Image from torch.utils.data import Dataset import numpy as np @@ -35,12 +36,20 @@ def __getitem__(self, index): image = np.array(Image.open(image_path).convert("RGB")) if self.transform is not None: - augmentations = self.transform(image=image) - image = augmentations["image"] + image = self.transform(image) + # augmentations = self.transform(image=image) + # image = augmentations["image"] return image -def get_data_loaders(training_images): - training_dataset = BrainDataset(image_directory=training_images) - training_loader = DataLoader(training_dataset, batch_size=10, num_workers=2, pin_memory=False) +def get_data_loaders(training_images, batch, workers, pin_mem): + transforms = torchvision.transforms.Compose([ + torchvision.transforms.ToTensor(), + torchvision.transforms.Normalize((0.5,0.5,0.5), (0.5,0.5,0.5)) + ]) + training_dataset = BrainDataset(image_directory=training_images, transform=transforms) + training_loader = DataLoader(training_dataset, batch_size=batch, num_workers=workers, pin_memory=pin_mem) return training_loader + +# training_loader = get_data_loaders(training_images, 1, 2, True) +# print(len(training_loader)) diff --git a/recognition/s4583222_Solution/modules.py b/recognition/s4583222_Solution/modules.py index 2162889c7a..6c775fb66c 100644 --- a/recognition/s4583222_Solution/modules.py +++ b/recognition/s4583222_Solution/modules.py @@ -8,16 +8,19 @@ # Description: My model #Images are 3x256x256 +from tkinter import S import torch from torch import nn from tqdm import tqdm import torch.nn.functional as F +DEVICE = "cuda" if torch.cuda.is_available() else "cpu" + #-------The Forward Process----------# # Noising the image class Diffusion: - def __init__(self, timesteps = 1000, start_beta = 0.0001, end_beta = 0.02, img_size = 256, device = "cuda"): + def __init__(self, timesteps = 1000, start_beta = 0.0001, end_beta = 0.02, img_size = 256, device = DEVICE): self.timesteps = timesteps self.start_beta = start_beta self.end_beta = end_beta @@ -25,7 +28,7 @@ def __init__(self, timesteps = 1000, start_beta = 0.0001, end_beta = 0.02, img_s self.device = device self.beta = self.linear_beta().to(device) - self.alpha = 1. - self.end_beta #alpha is 1 - beta + self.alpha = 1. - self.beta #alpha is 1 - beta self.alpha_hat = torch.cumprod(self.alpha, dim=0) #alpha hat is the cumulative product of alpha def linear_beta(self): @@ -36,7 +39,7 @@ def forward_process(self, x, t): sqrt_one_minus_alpha_hat_term = torch.sqrt(1. - self.alpha_hat[t])[:, None, None, None] epsilon = torch.randn_like(x) x_t = sqrt_alpha_hat_term * x + sqrt_one_minus_alpha_hat_term * epsilon - return x_t + return x_t, epsilon def sample_the_timestep(self, n): return torch.randint(low = 1, high=self.timesteps, size = (n,)) @@ -106,16 +109,14 @@ def forward(self, x): class embedded_layer(nn.Module): def __init__(self, out_chan, time_emb = 256): - self.embedded = nn.Sequential( - nn.SiLU, - nn.Linear(time_emb, out_chan) - ) + super().__init__() + self.embedded = nn.Sequential(nn.SiLU(), nn.Linear(time_emb, out_chan)) def forward(self, x, t): emb = self.embedded(t)[:,:,None,None].repeat(1,1,x.shape[-2], x.shape[-1]) return x + emb class UNETModel(nn.Module): - def __init__(self, in_chan = 3, out_chan = 3, time_dimension = 256, device = "cuda"): + def __init__(self, in_chan = 3, out_chan = 3, time_dimension = 256, device = "cpu"): super().__init__() self.device = device self.time_dimension = time_dimension @@ -151,19 +152,19 @@ def __init__(self, in_chan = 3, out_chan = 3, time_dimension = 256, device = "cu self.bottle_neck = double_conv(256, 512) - self.fifth_level = double_conv(512, 256) + self.fifth_level = double_conv(512 + 256, 256) self.fifth_level_embedded = embedded_layer(256) self.fifth_level_atten = self_attenuation(256, 32) - self.sixth_level = double_conv(256, 128) + self.sixth_level = double_conv(256 + 128, 128) self.sixth_level_embedded = embedded_layer(128) self.sixth_level_atten = self_attenuation(128, 64) - self.seventh_level = double_conv(128, 64) + self.seventh_level = double_conv(128 + 64, 64) self.seventh_level_embedded = embedded_layer(64) self.seventh_level_atten = self_attenuation(64, 128) - self.eigth_level = double_conv(64, 32) + self.eigth_level = double_conv(64 + 32, 32) self.eigth_level_embedded = embedded_layer(32) self.eigth_level_atten = self_attenuation(32, 256) @@ -179,54 +180,54 @@ def position_encoding(self, t, chan): def forward(self, x, t): t = t.unsqueeze(-1).type(torch.float) t = self.position_encoding(t, self.time_dimension) - x1 = self.first_level(x) x1_skip = x1 x2 = self.pool(x1) x2 = self.second_level(x2) x2 = self.second_level_embedded(x2, t) - x2 = self.second_level_atten(x2) + #x2 = self.second_level_atten(x2) x2_skip = x2 x3 = self.pool(x2) x3 = self.third_level(x3) x3 = self.third_level_embedded(x3, t) - x3 = self.third_level_atten(x3) + #x3 = self.third_level_atten(x3) x3_skip = x3 x4 = self.pool(x3) x4 = self.fourth_level(x4) x4 = self.fourth_level_embedded(x4, t) - x4 = self.fourth_level_atten(x4) + #x4 = self.fourth_level_atten(x4) x4_skip = x4 x_bottle = self.pool(x4) x_bottle = self.bottle_neck(x_bottle) x5 = self.scale_up(x_bottle) - x5 = torch.cat([x4_skip, x5], dim = 1) - x5 = self.fifth_level(x5) + #x5 = self.fifth_scale_up(x_bottle) + x5 = torch.cat([x4_skip, x5], dim=1) + x5 = self.fifth_level(x5) x5 = self.fifth_level_embedded(x5, t) - x5 = self.fifth_level_atten(x5) + #x5 = self.fifth_level_atten(x5) x6 = self.scale_up(x5) x6 = torch.cat([x3_skip, x6], dim = 1) x6 = self.sixth_level(x6) x6 = self.sixth_level_embedded(x6, t) - x6 = self.sixth_level_atten(x6) + #x6 = self.sixth_level_atten(x6) x7 = self.scale_up(x6) x7 = torch.cat([x2_skip, x7], dim = 1) x7 = self.seventh_level(x7) x7 = self.seventh_level_embedded(x7, t) - x7 = self.seventh_level_atten(x7) + #x7 = self.seventh_level_atten(x7) x8 = self.scale_up(x7) x8 = torch.cat([x1_skip, x8], dim = 1) x8 = self.eigth_level(x8) x8 = self.eigth_level_embedded(x8, t) - x8 = self.eigth_level_atten(x8) + #x8 = self.eigth_level_atten(x8) output_x = self.last_conv(x8) diff --git a/recognition/s4583222_Solution/train.py b/recognition/s4583222_Solution/train.py index e69de29bb2..971f9bd064 100644 --- a/recognition/s4583222_Solution/train.py +++ b/recognition/s4583222_Solution/train.py @@ -0,0 +1,85 @@ +# COMP3710 Pattern Recognition Lab Assignment +# By Thomas Jellett (s4583222) +# HARD DIFFICULTY +# Create a generative model of the OASIS brain using stable diffusion that +# has a “reasonably clear image.” + +# File: train.py +# Description: Used to train the model + +import os +import torch +import torchvision +import torch.nn as nn +from matplotlib import pyplot as plt +from tqdm import tqdm +from torch import optim +from dataset import get_data_loaders +from modules import Diffusion +from modules import UNETModel +import numpy as np +from PIL import Image + +#Hyperparameters +LEARNING_RATE = 1e-4 +DEVICE = "cuda" if torch.cuda.is_available() else "cpu" +BATCH_SIZE = 30 #If we drop this to 1, then len(training_loader) = 11,328 +NUM_EPOCHS = 1000 +NUM_WORKERS = 0 +IMG_HEIGHT = 256 #Actual is 256 +IMG_WIDTH = 256 #Actual is 256 +PIN_MEMORY = True +LOAD_MODEL = False +TRAINING_DIR = 's4583222_Solution/Images/Train' + +def training(): + training_loader = get_data_loaders(TRAINING_DIR, BATCH_SIZE, NUM_WORKERS, PIN_MEMORY) + model = UNETModel().to(DEVICE) + optimizer = optim.Adam(model.parameters(), LEARNING_RATE) + mse = nn.MSELoss() + destroy_image = Diffusion(img_size = IMG_HEIGHT) + length = len(training_loader) + + #Training Loop + for epoch in range(NUM_EPOCHS): + progress = tqdm(training_loader) + for i, images in enumerate(training_loader): + images = images.to(DEVICE) + time = destroy_image.sample_the_timestep(images.shape[0]).to(DEVICE) + x_t, actual_noise = destroy_image.forward_process(images, time) + predicted_noise = model(x_t, time) + loss = mse(actual_noise, predicted_noise) + optimizer.zero_grad() + loss.backward() + optimizer.step() + + progress.set_postfix(mse = loss.item()) + if epoch % 1 == 0 and i % 10 == 0: + print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") + # torch.save(model.state_dict(), os.path.join("models", "STABLEDIFFUSION", f"ckpt.pt")) + torch.save(model.state_dict(), "Model.pt") + if epoch % 100 == 99 and i == 0: + print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") + # torch.save(model.state_dict(), os.path.join("models", "STABLEDIFFUSION", f"ckpt.pt")) + torch.save(model.state_dict(), "Model.pt") + sampled = destroy_image.sample(model, n=images.shape[0]) + + plt.figure(figsize = (256,256)) + plt.imshow(torch.cat([torch.cat([j for j in sampled.cpu()], dim = -1)], dim = -2).permute(1,2,0).to('cpu')) + plt.show() + + grid = torchvision.utils.make_grid(images) + ndarr = grid.permute(1,2,0).to('cpu').numpy() + im = Image.fromarray(ndarr) + im.save(f"{epoch}.jpg") + + + + + + + + + +if __name__ == '__main__': + training() \ No newline at end of file From 10ddc521cf39bcbca2ea7882fe67ffba8793d695 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Wed, 12 Oct 2022 13:50:54 +1000 Subject: [PATCH 05/31] Got code running on Rangpur This commit is for debugging, getting the code running on Rangpur, as well as a complete reconstruction of my UNET model. It was too big which resulted in the GPU running out of memory. I am trying a different architecture. Also Progress for the README report --- recognition/s4583222_Solution/README.MD | 160 ++++++++++ recognition/s4583222_Solution/dataset.py | 6 +- recognition/s4583222_Solution/modules.py | 365 +++++++++++++++-------- recognition/s4583222_Solution/predict.py | 8 + recognition/s4583222_Solution/train.py | 34 +-- 5 files changed, 423 insertions(+), 150 deletions(-) diff --git a/recognition/s4583222_Solution/README.MD b/recognition/s4583222_Solution/README.MD index e69de29bb2..ad99c06ccf 100644 --- a/recognition/s4583222_Solution/README.MD +++ b/recognition/s4583222_Solution/README.MD @@ -0,0 +1,160 @@ +# **Stable Diffusion on OASIS Brain Dataset** +**COMP3710 Report by Thomas Jellett (45832220)** + +## **Stable Diffusion** +Diffusion Models generative models. They can be used to generate new data, similar to the data it was trained on. Diffusion is the process of detroying the training data through successive iterations of Gaussian noise. The Diffusion model then learns how to recover the data by reversing the noise. We can then generate images by passing randomly sampled noise (O'Connor, 2022). +## **File Structure** +The code was written in python and has been split up into 4 files. Each file serves a different use. + +- **modules.py**: Contains the code for the UNET Model and Diffusion process. +- **dataset.py**: Contains the functions and classes used to load and preprocess the image data. +- **train.py**: Contains the code for training, testing and saving the model. +- **predict.py**: The predict file loads up a previously trained model and generates results. + +## **Data Loading** + +## **UNET Model** + +## **Diffusion** + +## **Training** + +## **Predict/Results** + +## **Dependencies** +The following packages were installed on conda and were used to run the code. +- _libgcc_mutex 0.1 main +- _openmp_mutex 5.1 1_gnu +- blas 1.0 mkl +- brotli 1.0.9 h5eee18b_7 +- brotli-bin 1.0.9 h5eee18b_7 +- brotlipy 0.7.0 py39h27cfd23_1003 +- bzip2 1.0.8 h7f98852_4 +- ca-certificates 2022.07.19 h06a4308_0 +- certifi 2022.9.24 py39h06a4308_0 +- cffi 1.15.1 py39h74dc2b5_0 +- charset-normalizer 2.0.4 pyhd3eb1b0_0 +- colorama 0.4.4 pyhd3eb1b0_0 +- conda 22.9.0 py39h06a4308_0 +- conda-content-trust 0.1.1 pyhd3eb1b0_0 +- conda-package-handling 1.9.0 py39h5eee18b_0 +- cryptography 37.0.1 py39h9ce1e76_0 +- cudatoolkit 11.3.1 h2bc3f7f_2 +- cycler 0.11.0 pyhd3eb1b0_0 +- dbus 1.13.18 hb2f20db_0 +- expat 2.4.9 h6a678d5_0 +- ffmpeg 4.3.2 hca11adc_0 +- fontconfig 2.13.1 h6c09931_0 +- fonttools 4.25.0 pyhd3eb1b0_0 +- freetype 2.11.0 h70c0345_0 +- future 0.18.2 py39h06a4308_1 +- giflib 5.2.1 h7b6447c_0 +- glib 2.69.1 h4ff587b_1 +- gmp 6.2.1 h58526e2_0 +- gnutls 3.6.13 h85f3911_1 +- gst-plugins-base 1.14.0 h8213a91_2 +- gstreamer 1.14.0 h28cd5cc_2 +- icu 58.2 he6710b0_3 +- idna 3.3 pyhd3eb1b0_0 +- intel-openmp 2021.4.0 h06a4308_3561 +- jpeg 9e h7f8727e_0 +- kiwisolver 1.4.2 py39h295c915_0 +- krb5 1.19.2 hac12032_0 +- lame 3.100 h7f98852_1001 +- lcms2 2.12 h3be6417_0 +- ld_impl_linux-64 2.38 h1181459_1 +- lerc 3.0 h295c915_0 +- libblas 3.9.0 12_linux64_mkl +- libbrotlicommon 1.0.9 h5eee18b_7 +- libbrotlidec 1.0.9 h5eee18b_7 +- libbrotlienc 1.0.9 h5eee18b_7 +- libcblas 3.9.0 12_linux64_mkl +- libclang 10.0.1 default_hb85057a_2 +- libdeflate 1.8 h7f8727e_5 +- libedit 3.1.20210910 h7f8727e_0 +- libevent 2.1.12 h8f2d780_0 +- libffi 3.3 he6710b0_2 +- libgcc-ng 11.2.0 h1234567_1 +- libgomp 11.2.0 h1234567_1 +- liblapack 3.9.0 12_linux64_mkl +- libllvm10 10.0.1 hbcb73fb_5 +- libpng 1.6.37 hbc83047_0 +- libpq 12.9 h16c4e8d_3 +- libprotobuf 3.16.0 h780b84a_0 +- libstdcxx-ng 11.2.0 h1234567_1 +- libtiff 4.4.0 hecacb30_0 +- libuuid 1.0.3 h7f8727e_2 +- libwebp 1.2.4 h11a3e52_0 +- libwebp-base 1.2.4 h5eee18b_0 +- libxcb 1.15 h7f8727e_0 +- libxkbcommon 1.0.1 hfa300c1_0 +- libxml2 2.9.14 h74e7548_0 +- libxslt 1.1.35 h4e12654_0 +- lz4-c 1.9.3 h295c915_1 +- matplotlib 3.5.2 py39h06a4308_0 +- matplotlib-base 3.5.2 py39hf590b9c_0 +- mkl 2021.4.0 h06a4308_640 +- mkl-service 2.4.0 py39h7f8727e_0 +- mkl_fft 1.3.1 py39hd3c417c_0 +- mkl_random 1.2.2 py39h51133e4_0 +- munkres 1.1.4 py_0 +- ncurses 6.3 h5eee18b_3 +- nettle 3.6 he412f7d_0 +- ninja 1.10.2 h06a4308_5 +- ninja-base 1.10.2 hd09550d_5 +- nspr 4.33 h295c915_0 +- nss 3.74 h0370c37_0 +- numpy 1.23.1 py39h6c91a56_0 +- numpy-base 1.23.1 py39ha15fc14_0 +- openh264 2.1.1 h4ff587b_0 +- openssl 1.1.1q h7f8727e_0 +- packaging 21.3 pyhd3eb1b0_0 +- pcre 8.45 h295c915_0 +- pillow 9.0.1 py39h22f2fdc_0 +- pip 22.2.2 py39h06a4308_0 +- ply 3.11 py39h06a4308_0 +- pycosat 0.6.3 py39h27cfd23_0 +- pycparser 2.21 pyhd3eb1b0_0 +- pyopenssl 22.0.0 pyhd3eb1b0_0 +- pyparsing 3.0.9 py39h06a4308_0 +- pyqt 5.15.7 py39h6a678d5_1 +- pyqt5-sip 12.11.0 py39h6a678d5_1 +- pysocks 1.7.1 py39h06a4308_0 +- python 3.9.12 h12debd9_0 +- python-dateutil 2.8.2 pyhd3eb1b0_0 +- python_abi 3.9 2_cp39 +- pytorch 1.12.1 py3.9_cuda11.3_cudnn8.3.2_0 +- pytorch-mutex 1.0 cuda +- qt-main 5.15.2 h327a75a_7 +- qt-webengine 5.15.9 hd2b0992_4 +- qtwebkit 5.212 h4eab89a_4 +- readline 8.1.2 h7f8727e_1 +- requests 2.28.1 py39h06a4308_0 +- ruamel_yaml 0.15.100 py39h27cfd23_0 +- setuptools 63.4.1 py39h06a4308_0 +- sip 6.6.2 py39h6a678d5_0 +- six 1.16.0 pyhd3eb1b0_1 +- sleef 3.5.1 h7f98852_1 +- sqlite 3.39.3 h5082296_0 +- tk 8.6.12 h1ccaba5_0 +- toml 0.10.2 pyhd3eb1b0_0 +- toolz 0.11.2 pyhd3eb1b0_0 +- torchaudio 0.12.1 py39_cu113 +- torchvision 0.13.1 py39_cu113 +- tornado 6.2 py39h5eee18b_0 +- tqdm 4.64.1 py39h06a4308_0 +- typing-extensions 4.3.0 py39h06a4308_0 +- typing_extensions 4.3.0 py39h06a4308_0 +- tzdata 2022c h04d1e81_0 +- urllib3 1.26.11 py39h06a4308_0 +- wheel 0.37.1 pyhd3eb1b0_0 +- x264 1!161.3030 h7f98852_1 +- xz 5.2.6 h5eee18b_0 +- yaml 0.2.5 h7b6447c_0 +- zlib 1.2.12 h5eee18b_3 +- zstd 1.5.2 ha4553b6_0 + +## **References** +(O'Connor, 2022) Assembly AI (2022). Introduction to Diffusion Models for Machine Learning. Available at: https://www.assemblyai.com/blog/diffusion-models-for-machine-learning-introduction/. + +‌ \ No newline at end of file diff --git a/recognition/s4583222_Solution/dataset.py b/recognition/s4583222_Solution/dataset.py index 3428893634..58e326597b 100644 --- a/recognition/s4583222_Solution/dataset.py +++ b/recognition/s4583222_Solution/dataset.py @@ -2,7 +2,7 @@ # By Thomas Jellett (s4583222) # HARD DIFFICULTY # Create a generative model of the OASIS brain using stable diffusion that -# has a “reasonably clear image.” +# has a “reasonably clear image.” # File: dataset.py # Description: Used to get the OASIS brain dataset @@ -16,7 +16,7 @@ from torch.utils.data import DataLoader -training_images = 's4583222_Solution/Images/Train' +training_images = '/home/Student/s4583222/COMP3710/Images/Train' # Train_image_path = 's4583222_Solution/keras_png_slices_train/' # Validate_image_path = 's4583222_Solution/keras_png_slices_validate/' # Test_image_path = 's4583222_Solution/keras_png_slices_test/' @@ -33,7 +33,7 @@ def __len__(self): def __getitem__(self, index): image_path = os.path.join(self.image_directory, self.images[index]) #Masks have same name as images - image = np.array(Image.open(image_path).convert("RGB")) + image = np.array(Image.open(image_path).convert("L")) if self.transform is not None: image = self.transform(image) diff --git a/recognition/s4583222_Solution/modules.py b/recognition/s4583222_Solution/modules.py index 6c775fb66c..d0bab0eaa0 100644 --- a/recognition/s4583222_Solution/modules.py +++ b/recognition/s4583222_Solution/modules.py @@ -2,17 +2,17 @@ # By Thomas Jellett (s4583222) # HARD DIFFICULTY # Create a generative model of the OASIS brain using stable diffusion that -# has a “reasonably clear image.” +# has a “reasonably clear image.” # File: modules.py # Description: My model #Images are 3x256x256 -from tkinter import S import torch from torch import nn from tqdm import tqdm import torch.nn.functional as F +import math DEVICE = "cuda" if torch.cuda.is_available() else "cpu" @@ -69,174 +69,279 @@ def sample(self, model, n): #--------------UNET------------------# -class double_conv(nn.Module): - def __init__(self, in_chan, out_chan): - super().__init__() +# class double_conv(nn.Module): +# def __init__(self, in_chan, out_chan): +# super().__init__() + +# self.conv = nn.Sequential( +# nn.Conv2d(in_chan, out_chan, kernel_size=3, padding=1), +# nn.BatchNorm2d(out_chan), +# nn.ReLU(), +# nn.Conv2d(out_chan, out_chan, kernel_size=3, padding=1), +# nn.BatchNorm2d(out_chan), +# nn.ReLU(), +# ) + +# def forward(self, x): +# return self.conv(x) + +# class embedded_layer(nn.Module): +# def __init__(self, out_chan, time_emb = 256): +# super().__init__() +# self.embedded = nn.Sequential(nn.SiLU(), nn.Linear(time_emb, out_chan)) +# def forward(self, x, t): +# emb = self.embedded(t)[:,:,None,None].repeat(1,1,x.shape[-2], x.shape[-1]) +# return x + emb + +# class UNETModel(nn.Module): +# def __init__(self, in_chan = 1, out_chan = 1, time_dimension = 256, device = DEVICE): +# super().__init__() +# self.device = device +# self.time_dimension = time_dimension +# #Structure: +# #Down: +# # Maxpool +# # Double Conv +# # Embedded layer +# # Self attenuation +# #Up: +# # Upsample +# # Concat skip connection +# # Double Conv +# # Embedded Layer +# # Seld attenuation + +# self.pool = nn.MaxPool2d(kernel_size=2, stride=2) +# self.scale_up = nn.Upsample(scale_factor = 2, mode="bilinear", align_corners=True) + +# self.first_level = double_conv(in_chan, 16) +# # self.first_down_atten = self_attenuation(32, 128) +# self.second_level = double_conv(16, 32) +# self.second_level_embedded = embedded_layer(32) +# #self.second_level_atten = self_attenuation(64, 64) + +# self.third_level = double_conv(32, 64) +# self.third_level_embedded = embedded_layer(64) +# #self.third_level_atten = self_attenuation(128, 32) + +# self.fourth_level = double_conv(64, 128) +# self.fourth_level_embedded = embedded_layer(128) +# #self.fourth_level_atten = self_attenuation(256, 16) + +# self.bottle_neck = double_conv(128, 256) + +# self.fifth_level = double_conv(256 + 128, 128) +# self.fifth_level_embedded = embedded_layer(128) +# #self.fifth_level_atten = self_attenuation(256, 32) + +# self.sixth_level = double_conv(128 + 64, 64) +# self.sixth_level_embedded = embedded_layer(64) +# #self.sixth_level_atten = self_attenuation(128, 64) + +# self.seventh_level = double_conv(64 + 32, 32) +# self.seventh_level_embedded = embedded_layer(32) +# #self.seventh_level_atten = self_attenuation(64, 128) + +# self.eigth_level = double_conv(32 + 16, 16) +# self.eigth_level_embedded = embedded_layer(16) +# #self.eigth_level_atten = self_attenuation(32, 256) + +# self.last_conv = nn.Conv2d(16, out_chan, kernel_size=1) + +# def position_encoding(self, t, chan): +# inv_freq = 1.0/(10000 ** torch.arange(0, chan, 2, device=self.device).float()/chan) +# position_a = torch.sin(t.repeat(1,chan//2) * inv_freq) +# position_b = torch.cos(t.repeat(1,chan//2) * inv_freq) +# position_encode = torch.cat([position_a, position_b], dim = -1) +# return position_encode + +# def forward(self, x, t): +# t = t.unsqueeze(-1).type(torch.float) +# t = self.position_encoding(t, self.time_dimension) +# x1 = self.first_level(x) +# x1_skip = x1 + +# x2 = self.pool(x1) +# x2 = self.second_level(x2) +# x2 = self.second_level_embedded(x2, t) +# #x2 = self.second_level_atten(x2) +# x2_skip = x2 + +# x3 = self.pool(x2) +# x3 = self.third_level(x3) +# x3 = self.third_level_embedded(x3, t) +# #x3 = self.third_level_atten(x3) +# x3_skip = x3 + +# x4 = self.pool(x3) +# x4 = self.fourth_level(x4) +# x4 = self.fourth_level_embedded(x4, t) +# #x4 = self.fourth_level_atten(x4) +# x4_skip = x4 + +# x_bottle = self.pool(x4) +# x_bottle = self.bottle_neck(x_bottle) + +# x5 = self.scale_up(x_bottle) +# #x5 = self.fifth_scale_up(x_bottle) +# x5 = torch.cat([x4_skip, x5], dim=1) +# x5 = self.fifth_level(x5) +# x5 = self.fifth_level_embedded(x5, t) +# #x5 = self.fifth_level_atten(x5) + +# x6 = self.scale_up(x5) +# x6 = torch.cat([x3_skip, x6], dim = 1) +# x6 = self.sixth_level(x6) +# x6 = self.sixth_level_embedded(x6, t) +# #x6 = self.sixth_level_atten(x6) - self.conv = nn.Sequential( +# x7 = self.scale_up(x6) +# x7 = torch.cat([x2_skip, x7], dim = 1) +# x7 = self.seventh_level(x7) +# x7 = self.seventh_level_embedded(x7, t) +# #x7 = self.seventh_level_atten(x7) + +# x8 = self.scale_up(x7) +# x8 = torch.cat([x1_skip, x8], dim = 1) +# x8 = self.eigth_level(x8) +# x8 = self.eigth_level_embedded(x8, t) +# #x8 = self.eigth_level_atten(x8) + +# output_x = self.last_conv(x8) + +# return output_x + +class PositionEmbedding(nn.Module): + def __init__(self, time_emb): + super().__init__() + self.time_emb = time_emb + self.relu = nn.ReLU() + self.linear = nn.Linear(time_emb, time_emb) + + def forward(self, time): + embed = math.log(10000) / ((self.time_emb//2) - 1) + embed = torch.exp(torch.arange(self.time_emb//2) * - embed).to(DEVICE) + embed = time[:, None] * embed[None, :] + position_encode = torch.cat((embed.sin(), embed.cos()), dim = 1) + position_encode = self.linear(position_encode) + position_encode = self.relu(position_encode) + return position_encode + +class DownBlock(nn.Module): + def __init__(self, in_chan, out_chan, time_emb): + super().__init__() + self.conv_1 = nn.Sequential( nn.Conv2d(in_chan, out_chan, kernel_size=3, padding=1), nn.BatchNorm2d(out_chan), nn.ReLU(), + ) + self.conv_2 = nn.Sequential( nn.Conv2d(out_chan, out_chan, kernel_size=3, padding=1), nn.BatchNorm2d(out_chan), nn.ReLU(), ) + self.relu = nn.ReLU() + self.time = nn.Linear(time_emb, out_chan) - def forward(self, x): - return self.conv(x) - -class self_attenuation(nn.Module): - def __init__(self, chan, image_resolution): - super(self_attenuation, self).__init__() - self.channels = chan - self.size = image_resolution - self.attenuation = nn.MultiheadAttention(chan, 4, batch_first=True) - self.layer_norm = nn.LayerNorm([chan]) - self.ff = nn.Sequential( - nn.LayerNorm([chan]), - nn.Linear(chan, chan), - nn.GELU(), - nn.Linear(chan, chan), - ) - - def forward(self, x): - x = x.view(-1, self.channels, self.size * self.size).swapaxes(1,2) - x_layer_norm = self.layer_norm(x) - atten_val, _ = self.attenuation(x_layer_norm, x_layer_norm, x_layer_norm) - atten_val = atten_val + x - atten_val = self.ff(atten_val) + atten_val - return atten_val.swapaxes(2,1).view(-1, self.channels, self.size, self.size) - -class embedded_layer(nn.Module): - def __init__(self, out_chan, time_emb = 256): + def forward(self, x, t): + out = self.conv_1(x) + time_embedded = self.time(t) + time_embedded = self.relu(time_embedded) + time_embedded = time_embedded[(...,) + (None,) * 2] + out = out + time_embedded + out = self.conv_2(out) + return out + +class UpBlock(nn.Module): + def __init__(self, in_chan, out_chan, time_emb): super().__init__() - self.embedded = nn.Sequential(nn.SiLU(), nn.Linear(time_emb, out_chan)) + self.conv_1 = nn.Sequential( + nn.Conv2d(in_chan, out_chan, kernel_size=3, padding=1), + nn.BatchNorm2d(out_chan), + nn.ReLU(), + ) + self.conv_2 = nn.Sequential( + nn.Conv2d(out_chan, out_chan, kernel_size=3, padding=1), + nn.BatchNorm2d(out_chan), + nn.ReLU(), + ) + self.relu = nn.ReLU() + self.time = nn.Linear(time_emb, out_chan) + def forward(self, x, t): - emb = self.embedded(t)[:,:,None,None].repeat(1,1,x.shape[-2], x.shape[-1]) - return x + emb + out = self.conv_1(x) + time_embedded = self.time(t) + time_embedded = self.relu(time_embedded) + time_embedded = time_embedded[(...,) + (None,) * 2] + out = out + time_embedded + out = self.conv_2(out) + return out + class UNETModel(nn.Module): - def __init__(self, in_chan = 3, out_chan = 3, time_dimension = 256, device = "cpu"): + def __init__(self, in_chan = 3, out_chan = 3, time_dimension = 32, device = DEVICE): super().__init__() self.device = device self.time_dimension = time_dimension - #Structure: - #Down: - # Maxpool - # Double Conv - # Embedded layer - # Self attenuation - #Up: - # Upsample - # Concat skip connection - # Double Conv - # Embedded Layer - # Seld attenuation self.pool = nn.MaxPool2d(kernel_size=2, stride=2) - self.scale_up = nn.Upsample(scale_factor = 2, mode="bilinear", align_corners=True) - - self.first_level = double_conv(in_chan, 32) - # self.first_down_atten = self_attenuation(32, 128) - self.second_level = double_conv(32, 64) - self.second_level_embedded = embedded_layer(64) - self.second_level_atten = self_attenuation(64, 64) - - self.third_level = double_conv(64, 128) - self.third_level_embedded = embedded_layer(128) - self.third_level_atten = self_attenuation(128, 32) - - self.fourth_level = double_conv(128, 256) - self.fourth_level_embedded = embedded_layer(256) - self.fourth_level_atten = self_attenuation(256, 16) - - self.bottle_neck = double_conv(256, 512) - - self.fifth_level = double_conv(512 + 256, 256) - self.fifth_level_embedded = embedded_layer(256) - self.fifth_level_atten = self_attenuation(256, 32) - - self.sixth_level = double_conv(256 + 128, 128) - self.sixth_level_embedded = embedded_layer(128) - self.sixth_level_atten = self_attenuation(128, 64) - - self.seventh_level = double_conv(128 + 64, 64) - self.seventh_level_embedded = embedded_layer(64) - self.seventh_level_atten = self_attenuation(64, 128) - - self.eigth_level = double_conv(64 + 32, 32) - self.eigth_level_embedded = embedded_layer(32) - self.eigth_level_atten = self_attenuation(32, 256) - - self.last_conv = nn.Conv2d(32, out_chan, kernel_size=1) - - def position_encoding(self, t, chan): - inv_freq = 1.0/(10000 ** torch.arange(0, chan, 2, device=self.device).float()/chan) - position_a = torch.sin(t.repeat(1,chan//2) * inv_freq) - position_b = torch.cos(t.repeat(1,chan//2) * inv_freq) - position_encode = torch.cat([position_a, position_b], dim = -1) - return position_encode + self.time_embedding = PositionEmbedding(time_dimension) + + + self.first_level = DownBlock(in_chan, 16, time_dimension) + self.second_level = DownBlock(16, 32, time_dimension) + self.third_level = DownBlock(32, 64, time_dimension) + self.fourth_level = DownBlock(64, 128, time_dimension) + self.bottle_neck = DownBlock(128, 256, time_dimension) + self.up_sample = nn.ConvTranspose2d(256, 128, kernel_size=2, stride=2) + self.fifth_level = UpBlock(256, 128, time_dimension) + self.up_sample_5 = nn.ConvTranspose2d(128, 64, kernel_size=2, stride=2) + self.sixth_level = UpBlock(128, 64, time_dimension) + self.up_sample_6 = nn.ConvTranspose2d(64, 32, kernel_size=2, stride=2) + self.seventh_level = UpBlock(64, 32, time_dimension) + self.up_sample_7 = nn.ConvTranspose2d(32, 16, kernel_size=2, stride=2) + self.eigth_level = UpBlock(32, 16, time_dimension) + self.last_conv = nn.Conv2d(16, out_chan, kernel_size=1) def forward(self, x, t): - t = t.unsqueeze(-1).type(torch.float) - t = self.position_encoding(t, self.time_dimension) - x1 = self.first_level(x) + t = self.time_embedding(t) + + x1 = self.first_level(x, t) x1_skip = x1 x2 = self.pool(x1) - x2 = self.second_level(x2) - x2 = self.second_level_embedded(x2, t) - #x2 = self.second_level_atten(x2) + x2 = self.second_level(x2, t) x2_skip = x2 x3 = self.pool(x2) - x3 = self.third_level(x3) - x3 = self.third_level_embedded(x3, t) - #x3 = self.third_level_atten(x3) + x3 = self.third_level(x3, t) x3_skip = x3 x4 = self.pool(x3) - x4 = self.fourth_level(x4) - x4 = self.fourth_level_embedded(x4, t) - #x4 = self.fourth_level_atten(x4) + x4 = self.fourth_level(x4, t) x4_skip = x4 x_bottle = self.pool(x4) - x_bottle = self.bottle_neck(x_bottle) - - x5 = self.scale_up(x_bottle) - #x5 = self.fifth_scale_up(x_bottle) + x_bottle = self.bottle_neck(x_bottle, t) + x5 = self.up_sample(x_bottle) + x5 = torch.cat([x4_skip, x5], dim=1) - x5 = self.fifth_level(x5) - x5 = self.fifth_level_embedded(x5, t) - #x5 = self.fifth_level_atten(x5) + x5 = self.fifth_level(x5, t) + x6 = self.up_sample_5(x5) - x6 = self.scale_up(x5) x6 = torch.cat([x3_skip, x6], dim = 1) - x6 = self.sixth_level(x6) - x6 = self.sixth_level_embedded(x6, t) - #x6 = self.sixth_level_atten(x6) - - x7 = self.scale_up(x6) + x6 = self.sixth_level(x6, t) + x7 = self.up_sample_6(x6) + x7 = torch.cat([x2_skip, x7], dim = 1) - x7 = self.seventh_level(x7) - x7 = self.seventh_level_embedded(x7, t) - #x7 = self.seventh_level_atten(x7) + x7 = self.seventh_level(x7, t) + x8 = self.up_sample_7(x7) - x8 = self.scale_up(x7) x8 = torch.cat([x1_skip, x8], dim = 1) - x8 = self.eigth_level(x8) - x8 = self.eigth_level_embedded(x8, t) - #x8 = self.eigth_level_atten(x8) - + x8 = self.eigth_level(x8, t) + output_x = self.last_conv(x8) return output_x - - - - - - diff --git a/recognition/s4583222_Solution/predict.py b/recognition/s4583222_Solution/predict.py index e69de29bb2..d225654588 100644 --- a/recognition/s4583222_Solution/predict.py +++ b/recognition/s4583222_Solution/predict.py @@ -0,0 +1,8 @@ +# COMP3710 Pattern Recognition Lab Assignment +# By Thomas Jellett (s4583222) +# HARD DIFFICULTY +# Create a generative model of the OASIS brain using stable diffusion that +# has a “reasonably clear image.” + +# File: Dataset.py +# Description: Used to get the OASIS brain dataset diff --git a/recognition/s4583222_Solution/train.py b/recognition/s4583222_Solution/train.py index 971f9bd064..2d64d7ca0c 100644 --- a/recognition/s4583222_Solution/train.py +++ b/recognition/s4583222_Solution/train.py @@ -2,7 +2,7 @@ # By Thomas Jellett (s4583222) # HARD DIFFICULTY # Create a generative model of the OASIS brain using stable diffusion that -# has a “reasonably clear image.” +# has a “reasonably clear image.” # File: train.py # Description: Used to train the model @@ -23,23 +23,27 @@ #Hyperparameters LEARNING_RATE = 1e-4 DEVICE = "cuda" if torch.cuda.is_available() else "cpu" -BATCH_SIZE = 30 #If we drop this to 1, then len(training_loader) = 11,328 -NUM_EPOCHS = 1000 +BATCH_SIZE = 4 #If we drop this to 1, then len(training_loader) = 11,328 +NUM_EPOCHS = 100 NUM_WORKERS = 0 IMG_HEIGHT = 256 #Actual is 256 IMG_WIDTH = 256 #Actual is 256 -PIN_MEMORY = True +PIN_MEMORY = False LOAD_MODEL = False -TRAINING_DIR = 's4583222_Solution/Images/Train' +TRAINING_DIR = '/home/Student/s4583222/COMP3710/Images/Train' def training(): training_loader = get_data_loaders(TRAINING_DIR, BATCH_SIZE, NUM_WORKERS, PIN_MEMORY) model = UNETModel().to(DEVICE) + if LOAD_MODEL: + model.load_state_dict(torch.load("Model.pt")) optimizer = optim.Adam(model.parameters(), LEARNING_RATE) mse = nn.MSELoss() destroy_image = Diffusion(img_size = IMG_HEIGHT) length = len(training_loader) - + + vloss = [] + #Training Loop for epoch in range(NUM_EPOCHS): progress = tqdm(training_loader) @@ -49,6 +53,7 @@ def training(): x_t, actual_noise = destroy_image.forward_process(images, time) predicted_noise = model(x_t, time) loss = mse(actual_noise, predicted_noise) + vloss.append(loss) optimizer.zero_grad() loss.backward() optimizer.step() @@ -56,9 +61,12 @@ def training(): progress.set_postfix(mse = loss.item()) if epoch % 1 == 0 and i % 10 == 0: print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") - # torch.save(model.state_dict(), os.path.join("models", "STABLEDIFFUSION", f"ckpt.pt")) torch.save(model.state_dict(), "Model.pt") - if epoch % 100 == 99 and i == 0: + plot_v = torch.tensor(vloss, device='cpu') + plt.title('Stable Diffusion Loss') + plt.plot(plot_v, color = 'blue') + plt.savefig('loss.pdf') + if epoch % 10 == 0 and i == 0: print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") # torch.save(model.state_dict(), os.path.join("models", "STABLEDIFFUSION", f"ckpt.pt")) torch.save(model.state_dict(), "Model.pt") @@ -68,18 +76,10 @@ def training(): plt.imshow(torch.cat([torch.cat([j for j in sampled.cpu()], dim = -1)], dim = -2).permute(1,2,0).to('cpu')) plt.show() - grid = torchvision.utils.make_grid(images) + grid = torchvision.utils.make_grid(sampled) ndarr = grid.permute(1,2,0).to('cpu').numpy() im = Image.fromarray(ndarr) im.save(f"{epoch}.jpg") - - - - - - - - if __name__ == '__main__': training() \ No newline at end of file From c4d1bf1b4bbe4664d40a81d72bb3e9f8848bf048 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Thu, 13 Oct 2022 06:54:54 +1000 Subject: [PATCH 06/31] Overhaul of my UNET and diffusion functions` I had an issued running my code on gpu's. It would run out of memory after about 3 epochs. I have changed up my code and now my code has been training for 11 hours --- recognition/s4583222_Solution/README.MD | 35 ++++-- recognition/s4583222_Solution/dataset.py | 2 +- recognition/s4583222_Solution/modules.py | 147 +---------------------- recognition/s4583222_Solution/train.py | 121 +++++++++++++------ 4 files changed, 110 insertions(+), 195 deletions(-) diff --git a/recognition/s4583222_Solution/README.MD b/recognition/s4583222_Solution/README.MD index ad99c06ccf..ff81018d0f 100644 --- a/recognition/s4583222_Solution/README.MD +++ b/recognition/s4583222_Solution/README.MD @@ -1,27 +1,37 @@ # **Stable Diffusion on OASIS Brain Dataset** **COMP3710 Report by Thomas Jellett (45832220)** -## **Stable Diffusion** -Diffusion Models generative models. They can be used to generate new data, similar to the data it was trained on. Diffusion is the process of detroying the training data through successive iterations of Gaussian noise. The Diffusion model then learns how to recover the data by reversing the noise. We can then generate images by passing randomly sampled noise (O'Connor, 2022). -## **File Structure** -The code was written in python and has been split up into 4 files. Each file serves a different use. +## **Stable Diffusion:** +Diffusion Models are a generative model. They can be used to generate new data, similar to the data it was trained on. Diffusion is the process of detroying the training data through successive iterations of Gaussian noise. The Diffusion model then learns how to recover the data by reversing the noise. We can then generate images by passing randomly sampled noise (O'Connor, 2022). + +There are two main processes in diffusion, the ***Forward Diffusion Process*** and the ***Reverse Diffusion Process***. The math for both processes is very complex and long so I recommend either checking out the *Denoising Diffusion Probabilistic Models* [*Denoising Diffusion Probabilistic Models*](https://arxiv.org/pdf/2006.11239.pdf) paper or this [*Repository*](https://lilianweng.github.io/posts/2021-07-11-diffusion-models/) as both give an indepth explaination on the derivation of the maths. But to summarize, +- **Forward Diffusion Process** is when noise is gradually added to the image until you get pure noise. And, +- **Reverse Diffusion Process** is the learned process where a neural network is trained to denoise the image from pure noise to an actual image. + +![Dog_diffusion](https://miro.medium.com/max/828/0*v12mDJwIKWn-_y8L.png) +Reference: https://towardsdatascience.com/stable-diffusion-best-open-source-version-of-dall-e-2-ebcdf1cb64bc + +## **File Structure:** +The code was written in python and has been split up into 4 files. Each file serves a different purpose. - **modules.py**: Contains the code for the UNET Model and Diffusion process. - **dataset.py**: Contains the functions and classes used to load and preprocess the image data. - **train.py**: Contains the code for training, testing and saving the model. - **predict.py**: The predict file loads up a previously trained model and generates results. -## **Data Loading** +## **Loading Training Data:** -## **UNET Model** +## **UNET Model:** -## **Diffusion** +## **Diffusion:** -## **Training** +## **Training:** -## **Predict/Results** +## **Issues:** -## **Dependencies** +## **Predict/Results:** + +## **Dependencies:** The following packages were installed on conda and were used to run the code. - _libgcc_mutex 0.1 main - _openmp_mutex 5.1 1_gnu @@ -154,7 +164,10 @@ The following packages were installed on conda and were used to run the code. - zlib 1.2.12 h5eee18b_3 - zstd 1.5.2 ha4553b6_0 -## **References** +## **References:** + +(Nir Barazida, 2022) Towards Data Science (2022) Stable Diffusion: Best Open Source Version of DALL·E 2. Available at: https://towardsdatascience.com/stable-diffusion-best-open-source-version-of-dall-e-2-ebcdf1cb64bc + (O'Connor, 2022) Assembly AI (2022). Introduction to Diffusion Models for Machine Learning. Available at: https://www.assemblyai.com/blog/diffusion-models-for-machine-learning-introduction/. ‌ \ No newline at end of file diff --git a/recognition/s4583222_Solution/dataset.py b/recognition/s4583222_Solution/dataset.py index 58e326597b..243eb4f84a 100644 --- a/recognition/s4583222_Solution/dataset.py +++ b/recognition/s4583222_Solution/dataset.py @@ -33,7 +33,7 @@ def __len__(self): def __getitem__(self, index): image_path = os.path.join(self.image_directory, self.images[index]) #Masks have same name as images - image = np.array(Image.open(image_path).convert("L")) + image = np.array(Image.open(image_path).convert("RGB")) if self.transform is not None: image = self.transform(image) diff --git a/recognition/s4583222_Solution/modules.py b/recognition/s4583222_Solution/modules.py index d0bab0eaa0..effd98facf 100644 --- a/recognition/s4583222_Solution/modules.py +++ b/recognition/s4583222_Solution/modules.py @@ -69,148 +69,6 @@ def sample(self, model, n): #--------------UNET------------------# -# class double_conv(nn.Module): -# def __init__(self, in_chan, out_chan): -# super().__init__() - -# self.conv = nn.Sequential( -# nn.Conv2d(in_chan, out_chan, kernel_size=3, padding=1), -# nn.BatchNorm2d(out_chan), -# nn.ReLU(), -# nn.Conv2d(out_chan, out_chan, kernel_size=3, padding=1), -# nn.BatchNorm2d(out_chan), -# nn.ReLU(), -# ) - -# def forward(self, x): -# return self.conv(x) - -# class embedded_layer(nn.Module): -# def __init__(self, out_chan, time_emb = 256): -# super().__init__() -# self.embedded = nn.Sequential(nn.SiLU(), nn.Linear(time_emb, out_chan)) -# def forward(self, x, t): -# emb = self.embedded(t)[:,:,None,None].repeat(1,1,x.shape[-2], x.shape[-1]) -# return x + emb - -# class UNETModel(nn.Module): -# def __init__(self, in_chan = 1, out_chan = 1, time_dimension = 256, device = DEVICE): -# super().__init__() -# self.device = device -# self.time_dimension = time_dimension -# #Structure: -# #Down: -# # Maxpool -# # Double Conv -# # Embedded layer -# # Self attenuation -# #Up: -# # Upsample -# # Concat skip connection -# # Double Conv -# # Embedded Layer -# # Seld attenuation - -# self.pool = nn.MaxPool2d(kernel_size=2, stride=2) -# self.scale_up = nn.Upsample(scale_factor = 2, mode="bilinear", align_corners=True) - -# self.first_level = double_conv(in_chan, 16) -# # self.first_down_atten = self_attenuation(32, 128) -# self.second_level = double_conv(16, 32) -# self.second_level_embedded = embedded_layer(32) -# #self.second_level_atten = self_attenuation(64, 64) - -# self.third_level = double_conv(32, 64) -# self.third_level_embedded = embedded_layer(64) -# #self.third_level_atten = self_attenuation(128, 32) - -# self.fourth_level = double_conv(64, 128) -# self.fourth_level_embedded = embedded_layer(128) -# #self.fourth_level_atten = self_attenuation(256, 16) - -# self.bottle_neck = double_conv(128, 256) - -# self.fifth_level = double_conv(256 + 128, 128) -# self.fifth_level_embedded = embedded_layer(128) -# #self.fifth_level_atten = self_attenuation(256, 32) - -# self.sixth_level = double_conv(128 + 64, 64) -# self.sixth_level_embedded = embedded_layer(64) -# #self.sixth_level_atten = self_attenuation(128, 64) - -# self.seventh_level = double_conv(64 + 32, 32) -# self.seventh_level_embedded = embedded_layer(32) -# #self.seventh_level_atten = self_attenuation(64, 128) - -# self.eigth_level = double_conv(32 + 16, 16) -# self.eigth_level_embedded = embedded_layer(16) -# #self.eigth_level_atten = self_attenuation(32, 256) - -# self.last_conv = nn.Conv2d(16, out_chan, kernel_size=1) - -# def position_encoding(self, t, chan): -# inv_freq = 1.0/(10000 ** torch.arange(0, chan, 2, device=self.device).float()/chan) -# position_a = torch.sin(t.repeat(1,chan//2) * inv_freq) -# position_b = torch.cos(t.repeat(1,chan//2) * inv_freq) -# position_encode = torch.cat([position_a, position_b], dim = -1) -# return position_encode - -# def forward(self, x, t): -# t = t.unsqueeze(-1).type(torch.float) -# t = self.position_encoding(t, self.time_dimension) -# x1 = self.first_level(x) -# x1_skip = x1 - -# x2 = self.pool(x1) -# x2 = self.second_level(x2) -# x2 = self.second_level_embedded(x2, t) -# #x2 = self.second_level_atten(x2) -# x2_skip = x2 - -# x3 = self.pool(x2) -# x3 = self.third_level(x3) -# x3 = self.third_level_embedded(x3, t) -# #x3 = self.third_level_atten(x3) -# x3_skip = x3 - -# x4 = self.pool(x3) -# x4 = self.fourth_level(x4) -# x4 = self.fourth_level_embedded(x4, t) -# #x4 = self.fourth_level_atten(x4) -# x4_skip = x4 - -# x_bottle = self.pool(x4) -# x_bottle = self.bottle_neck(x_bottle) - -# x5 = self.scale_up(x_bottle) -# #x5 = self.fifth_scale_up(x_bottle) -# x5 = torch.cat([x4_skip, x5], dim=1) -# x5 = self.fifth_level(x5) -# x5 = self.fifth_level_embedded(x5, t) -# #x5 = self.fifth_level_atten(x5) - -# x6 = self.scale_up(x5) -# x6 = torch.cat([x3_skip, x6], dim = 1) -# x6 = self.sixth_level(x6) -# x6 = self.sixth_level_embedded(x6, t) -# #x6 = self.sixth_level_atten(x6) - -# x7 = self.scale_up(x6) -# x7 = torch.cat([x2_skip, x7], dim = 1) -# x7 = self.seventh_level(x7) -# x7 = self.seventh_level_embedded(x7, t) -# #x7 = self.seventh_level_atten(x7) - -# x8 = self.scale_up(x7) -# x8 = torch.cat([x1_skip, x8], dim = 1) -# x8 = self.eigth_level(x8) -# x8 = self.eigth_level_embedded(x8, t) -# #x8 = self.eigth_level_atten(x8) - -# output_x = self.last_conv(x8) - -# return output_x - class PositionEmbedding(nn.Module): def __init__(self, time_emb): super().__init__() @@ -219,8 +77,9 @@ def __init__(self, time_emb): self.linear = nn.Linear(time_emb, time_emb) def forward(self, time): + time = time.to(DEVICE) embed = math.log(10000) / ((self.time_emb//2) - 1) - embed = torch.exp(torch.arange(self.time_emb//2) * - embed).to(DEVICE) + embed = torch.exp(torch.arange(self.time_emb//2, device=DEVICE) * - embed) embed = time[:, None] * embed[None, :] position_encode = torch.cat((embed.sin(), embed.cos()), dim = 1) position_encode = self.linear(position_encode) @@ -343,5 +202,3 @@ def forward(self, x, t): output_x = self.last_conv(x8) return output_x - - diff --git a/recognition/s4583222_Solution/train.py b/recognition/s4583222_Solution/train.py index 2d64d7ca0c..475e81ab76 100644 --- a/recognition/s4583222_Solution/train.py +++ b/recognition/s4583222_Solution/train.py @@ -2,7 +2,7 @@ # By Thomas Jellett (s4583222) # HARD DIFFICULTY # Create a generative model of the OASIS brain using stable diffusion that -# has a “reasonably clear image.” +# has a “reasonably clear image.” # File: train.py # Description: Used to train the model @@ -14,16 +14,18 @@ from matplotlib import pyplot as plt from tqdm import tqdm from torch import optim +from torchvision import transforms from dataset import get_data_loaders from modules import Diffusion from modules import UNETModel import numpy as np from PIL import Image +import torch.nn.functional as F #Hyperparameters LEARNING_RATE = 1e-4 DEVICE = "cuda" if torch.cuda.is_available() else "cpu" -BATCH_SIZE = 4 #If we drop this to 1, then len(training_loader) = 11,328 +BATCH_SIZE = 10 #If we drop this to 1, then len(training_loader) = 11,328 NUM_EPOCHS = 100 NUM_WORKERS = 0 IMG_HEIGHT = 256 #Actual is 256 @@ -32,54 +34,97 @@ LOAD_MODEL = False TRAINING_DIR = '/home/Student/s4583222/COMP3710/Images/Train' +def index_list(vals, t, x_shape): + batch_size = t.shape[0] + out = vals.gather(-1,t.cpu()) + out = out.reshape(batch_size, *((1,)*(len(x_shape)-1))).to(t.device) + return out + +def forward_diffusion_to_image(image, t, alpha_hat, device =DEVICE): + sqrt_alpha_hat = index_list(torch.sqrt(alpha_hat), t, image.shape) + sqrt_one_minus_alpha_hat = index_list(torch.sqrt(1. - alpha_hat), t, image.shape) + + epsilon = torch.randn_like(image) + # print(f"Epoch: {(sqrt_alpha_hat * image).shape[0]} | iteration: {(sqrt_one_minus_alpha_hat * epsilon).shape[0]}") + x_1 = sqrt_alpha_hat * image + x_2 = sqrt_one_minus_alpha_hat * epsilon + if x_1.shape[0] != x_2.shape[0]: + x_1 = SAFETY_STRAT_1 + x_2 = SAFETY_STRAT_2 + else: + SAFETY_STRAT_1 = x_1 + SAFETY_STRAT_2 = x_2 + x_t = x_1.to(device) + x_2.to(device) + return x_t, epsilon.to(device) + +def model_loss(model, image, t, alpha_hat): + noisy_image, actual_noise = forward_diffusion_to_image(image, t, alpha_hat) + predicted_noise = model(noisy_image, t) + loss = F.l1_loss(actual_noise, predicted_noise) + return loss + def training(): training_loader = get_data_loaders(TRAINING_DIR, BATCH_SIZE, NUM_WORKERS, PIN_MEMORY) + beta = torch.linspace(0.0001, 0.2, 1000) + alpha = 1. - beta + alpha_hat = torch.cumprod(alpha, dim=0) #alpha hat is the cumulative product of alpha + # Can be used to show training image + # image = next(iter(training_loader))[0] + # plt.figure(figsize=(15,15)) + # plt.axis('off') + # num_images = 10 + # stepsize = int(100/num_images) + # for ind in range(0, 100, stepsize): + # t = torch.Tensor([ind]).type(torch.int64) + # plt.subplot(1, num_images+1, int(ind/stepsize)+1) + # image, noise = forward_diffusion_to_image(image, t, alpha_hat) + # reverse_transforms = transforms.Compose([ + # transforms.Lambda(lambda t: (t + 1) / 2), + # transforms.Lambda(lambda t: t.permute(1, 2, 0)), # CHW to HWC + # transforms.Lambda(lambda t: t * 255.), + # transforms.Lambda(lambda t: t.numpy().astype(np.uint8)), + # transforms.ToPILImage(), + # ]) + # # Take first image of batch + # if len(image.shape) == 4: + # image = image[0, :, :, :] + # plt.imshow(reverse_transforms(image)) + # plt.savefig("test") + model = UNETModel().to(DEVICE) if LOAD_MODEL: - model.load_state_dict(torch.load("Model.pt")) + model.load_state_dict(torch.load("Model_2.pt")) + optimizer = optim.Adam(model.parameters(), LEARNING_RATE) - mse = nn.MSELoss() - destroy_image = Diffusion(img_size = IMG_HEIGHT) - length = len(training_loader) vloss = [] #Training Loop for epoch in range(NUM_EPOCHS): - progress = tqdm(training_loader) - for i, images in enumerate(training_loader): - images = images.to(DEVICE) - time = destroy_image.sample_the_timestep(images.shape[0]).to(DEVICE) - x_t, actual_noise = destroy_image.forward_process(images, time) - predicted_noise = model(x_t, time) - loss = mse(actual_noise, predicted_noise) - vloss.append(loss) - optimizer.zero_grad() - loss.backward() - optimizer.step() + for i, images in enumerate(tqdm(training_loader)): + if i < 1131: + optimizer.zero_grad() + + time = torch.randint(0, 1000, (BATCH_SIZE,)).long() + loss = model_loss(model, images, time, alpha_hat) + vloss.append(loss.item()) + + loss.backward() + optimizer.step() - progress.set_postfix(mse = loss.item()) - if epoch % 1 == 0 and i % 10 == 0: - print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") - torch.save(model.state_dict(), "Model.pt") - plot_v = torch.tensor(vloss, device='cpu') - plt.title('Stable Diffusion Loss') - plt.plot(plot_v, color = 'blue') - plt.savefig('loss.pdf') - if epoch % 10 == 0 and i == 0: - print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") - # torch.save(model.state_dict(), os.path.join("models", "STABLEDIFFUSION", f"ckpt.pt")) - torch.save(model.state_dict(), "Model.pt") - sampled = destroy_image.sample(model, n=images.shape[0]) - - plt.figure(figsize = (256,256)) - plt.imshow(torch.cat([torch.cat([j for j in sampled.cpu()], dim = -1)], dim = -2).permute(1,2,0).to('cpu')) - plt.show() + #Save the model every epoch + if epoch % 1 == 0 and i % 10 == 0: + print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") + torch.save(model.state_dict(), "Model_2.pt") + plot_v = torch.tensor(vloss, device='cpu') + plt.title('Stable Diffusion Loss') + plt.plot(plot_v, color = 'blue') + plt.savefig('loss_plot') - grid = torchvision.utils.make_grid(sampled) - ndarr = grid.permute(1,2,0).to('cpu').numpy() - im = Image.fromarray(ndarr) - im.save(f"{epoch}.jpg") + if epoch % 10 == 0 and i == 0: + print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") + torch.save(model.state_dict(), "Model_2.pt") + #Display image if __name__ == '__main__': training() \ No newline at end of file From d19cc69ce519a25aeb1bbaaf397254c3ddd864d7 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Thu, 13 Oct 2022 07:05:57 +1000 Subject: [PATCH 07/31] Can load in model --- recognition/s4583222_Solution/predict.py | 32 ++++++++++++++++++++++-- 1 file changed, 30 insertions(+), 2 deletions(-) diff --git a/recognition/s4583222_Solution/predict.py b/recognition/s4583222_Solution/predict.py index d225654588..579b0cfa45 100644 --- a/recognition/s4583222_Solution/predict.py +++ b/recognition/s4583222_Solution/predict.py @@ -4,5 +4,33 @@ # Create a generative model of the OASIS brain using stable diffusion that # has a “reasonably clear image.” -# File: Dataset.py -# Description: Used to get the OASIS brain dataset +# File: predict.py +# Description: Loads in a trained model and then generates images from it + +import os +import torch +import torchvision +import torch.nn as nn +from matplotlib import pyplot as plt +from tqdm import tqdm +from torch import optim +from torchvision import transforms +from dataset import get_data_loaders +from modules import Diffusion +from modules import UNETModel +import numpy as np +from PIL import Image +import torch.nn.functional as F + +DEVICE = "cuda" if torch.cuda.is_available() else "cpu" +BATCH_SIZE = 10 #If we drop this to 1, then len(training_loader) = 11,328 +IMG_HEIGHT = 256 #Actual is 256 +IMG_WIDTH = 256 #Actual is 256 +TRAINING_DIR = '/home/Student/s4583222/COMP3710/Images/Train' + +def predict(): + model = UNETModel().to(DEVICE) + model.load_state_dict(torch.load("Model_2.pt")) + +if __name__ == '__main__': + predict() From 7d2f3ecab997c71b36c5a159760c097b789739f6 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Thu, 13 Oct 2022 19:41:31 +1000 Subject: [PATCH 08/31] Rewrites of Unet and training I trained for 18 hours and found that it wasn't training correctly. I have gone back a written my training and Unet code --- recognition/s4583222_Solution/dataset.py | 15 +- recognition/s4583222_Solution/modules.py | 285 +++++++++++++---------- recognition/s4583222_Solution/predict.py | 68 +++++- recognition/s4583222_Solution/train.py | 155 +++++++----- 4 files changed, 328 insertions(+), 195 deletions(-) diff --git a/recognition/s4583222_Solution/dataset.py b/recognition/s4583222_Solution/dataset.py index 243eb4f84a..4cad706274 100644 --- a/recognition/s4583222_Solution/dataset.py +++ b/recognition/s4583222_Solution/dataset.py @@ -17,9 +17,7 @@ from torch.utils.data import DataLoader training_images = '/home/Student/s4583222/COMP3710/Images/Train' -# Train_image_path = 's4583222_Solution/keras_png_slices_train/' -# Validate_image_path = 's4583222_Solution/keras_png_slices_validate/' -# Test_image_path = 's4583222_Solution/keras_png_slices_test/' +IMG_SIZE = 64 #Class for Brain Dataset. We do not care about the masked images class BrainDataset(Dataset): @@ -33,23 +31,22 @@ def __len__(self): def __getitem__(self, index): image_path = os.path.join(self.image_directory, self.images[index]) #Masks have same name as images - image = np.array(Image.open(image_path).convert("RGB")) + # image = np.array(Image.open(image_path).convert("RGB")) + image = Image.open(image_path).convert("RGB") if self.transform is not None: image = self.transform(image) - # augmentations = self.transform(image=image) - # image = augmentations["image"] return image def get_data_loaders(training_images, batch, workers, pin_mem): transforms = torchvision.transforms.Compose([ + torchvision.transforms.Resize((IMG_SIZE,IMG_SIZE)), + torchvision.transforms.RandomHorizontalFlip(), torchvision.transforms.ToTensor(), - torchvision.transforms.Normalize((0.5,0.5,0.5), (0.5,0.5,0.5)) + torchvision.transforms.Lambda(lambda t: (t * 2) - 1) ]) training_dataset = BrainDataset(image_directory=training_images, transform=transforms) training_loader = DataLoader(training_dataset, batch_size=batch, num_workers=workers, pin_memory=pin_mem) return training_loader -# training_loader = get_data_loaders(training_images, 1, 2, True) -# print(len(training_loader)) diff --git a/recognition/s4583222_Solution/modules.py b/recognition/s4583222_Solution/modules.py index effd98facf..02606292d0 100644 --- a/recognition/s4583222_Solution/modules.py +++ b/recognition/s4583222_Solution/modules.py @@ -15,56 +15,7 @@ import math DEVICE = "cuda" if torch.cuda.is_available() else "cpu" - -#-------The Forward Process----------# -# Noising the image - -class Diffusion: - def __init__(self, timesteps = 1000, start_beta = 0.0001, end_beta = 0.02, img_size = 256, device = DEVICE): - self.timesteps = timesteps - self.start_beta = start_beta - self.end_beta = end_beta - self.img_size = img_size - self.device = device - - self.beta = self.linear_beta().to(device) - self.alpha = 1. - self.beta #alpha is 1 - beta - self.alpha_hat = torch.cumprod(self.alpha, dim=0) #alpha hat is the cumulative product of alpha - - def linear_beta(self): - return torch.linspace(self.start_beta, self.end_beta, self.timesteps) - - def forward_process(self, x, t): - sqrt_alpha_hat_term = torch.sqrt(self.alpha_hat[t])[:, None, None, None] - sqrt_one_minus_alpha_hat_term = torch.sqrt(1. - self.alpha_hat[t])[:, None, None, None] - epsilon = torch.randn_like(x) - x_t = sqrt_alpha_hat_term * x + sqrt_one_minus_alpha_hat_term * epsilon - return x_t, epsilon - - def sample_the_timestep(self, n): - return torch.randint(low = 1, high=self.timesteps, size = (n,)) - - def sample(self, model, n): - model.eval() - with torch.no_grad(): - x_t = torch.randn((n, 3, self.img_size, self.img_size)).to(self.device) - for i in tqdm(reversed(range(1, self.timesteps)), position = 0): - t = (torch.ones(n)*i).long().to(self.device) - pred_noise = model(x_t, t) - alpha = self.alpha[t][:, None, None, None] - alpha_hat = self.alpha_hat[t][:, None, None, None] - beta = self.beta[t][:, None, None, None] - if i > 1: - noise = torch.randn_like(x_t) - else: - noise = torch.zeros_like(x_t) - x_t_minus_one = 1/torch.sqrt(alpha) * (x_t - ((1 - alpha)/(torch.sqrt(1 - alpha_hat))) * pred_noise) + torch.sqrt(beta) * noise - model.train() - x__t_minus_one = (x_t_minus_one.clamp(-1, 1) + 1)/2 - x__t_minus_one = (x__t_minus_one * 255).type(torch.uint8) - return x__t_minus_one - - +IMG_SIZE = 64 #--------------UNET------------------# @@ -77,89 +28,67 @@ def __init__(self, time_emb): self.linear = nn.Linear(time_emb, time_emb) def forward(self, time): - time = time.to(DEVICE) - embed = math.log(10000) / ((self.time_emb//2) - 1) - embed = torch.exp(torch.arange(self.time_emb//2, device=DEVICE) * - embed) + # time = time.to(DEVICE) + device = time.device + half = self.time_emb // 2 + embed = math.log(10000) / (half - 1) + embed = torch.exp(torch.arange(half, device=device) * - embed) embed = time[:, None] * embed[None, :] - position_encode = torch.cat((embed.sin(), embed.cos()), dim = 1) + position_encode = torch.cat((embed.sin(), embed.cos()), dim = -1) position_encode = self.linear(position_encode) position_encode = self.relu(position_encode) return position_encode -class DownBlock(nn.Module): +class Block(nn.Module): def __init__(self, in_chan, out_chan, time_emb): super().__init__() - self.conv_1 = nn.Sequential( - nn.Conv2d(in_chan, out_chan, kernel_size=3, padding=1), - nn.BatchNorm2d(out_chan), - nn.ReLU(), - ) - self.conv_2 = nn.Sequential( - nn.Conv2d(out_chan, out_chan, kernel_size=3, padding=1), - nn.BatchNorm2d(out_chan), - nn.ReLU(), - ) - self.relu = nn.ReLU() - self.time = nn.Linear(time_emb, out_chan) - - def forward(self, x, t): - out = self.conv_1(x) - time_embedded = self.time(t) - time_embedded = self.relu(time_embedded) - time_embedded = time_embedded[(...,) + (None,) * 2] - out = out + time_embedded - out = self.conv_2(out) - return out - -class UpBlock(nn.Module): - def __init__(self, in_chan, out_chan, time_emb): - super().__init__() - self.conv_1 = nn.Sequential( - nn.Conv2d(in_chan, out_chan, kernel_size=3, padding=1), - nn.BatchNorm2d(out_chan), - nn.ReLU(), - ) - self.conv_2 = nn.Sequential( - nn.Conv2d(out_chan, out_chan, kernel_size=3, padding=1), - nn.BatchNorm2d(out_chan), - nn.ReLU(), - ) self.relu = nn.ReLU() self.time = nn.Linear(time_emb, out_chan) + self.conv_1 = nn.Conv2d(in_chan, out_chan, kernel_size=3, padding=1) + self.conv_2 = nn.Conv2d(out_chan, out_chan, kernel_size=3, padding=1) + self.bnorm1 = nn.BatchNorm2d(out_chan) + self.bnorm2 = nn.BatchNorm2d(out_chan) def forward(self, x, t): out = self.conv_1(x) - time_embedded = self.time(t) - time_embedded = self.relu(time_embedded) - time_embedded = time_embedded[(...,) + (None,) * 2] - out = out + time_embedded + out = self.bnorm1(out) + out = self.relu(out) + time_embedding = self.time(t) + time_embedding = self.relu(time_embedding) + time_embedding = time_embedding[(...,) + (None,) * 2] + out = out + time_embedding out = self.conv_2(out) + out = self.bnorm2(out) + out = self.relu(out) return out class UNETModel(nn.Module): - def __init__(self, in_chan = 3, out_chan = 3, time_dimension = 32, device = DEVICE): + def __init__(self, in_chan = 3, out_chan = 3, device = DEVICE): super().__init__() self.device = device - self.time_dimension = time_dimension + time_dimension = 32 + #Network 16 32 64 128 256 self.pool = nn.MaxPool2d(kernel_size=2, stride=2) self.time_embedding = PositionEmbedding(time_dimension) - - - self.first_level = DownBlock(in_chan, 16, time_dimension) - self.second_level = DownBlock(16, 32, time_dimension) - self.third_level = DownBlock(32, 64, time_dimension) - self.fourth_level = DownBlock(64, 128, time_dimension) - self.bottle_neck = DownBlock(128, 256, time_dimension) - self.up_sample = nn.ConvTranspose2d(256, 128, kernel_size=2, stride=2) - self.fifth_level = UpBlock(256, 128, time_dimension) - self.up_sample_5 = nn.ConvTranspose2d(128, 64, kernel_size=2, stride=2) - self.sixth_level = UpBlock(128, 64, time_dimension) - self.up_sample_6 = nn.ConvTranspose2d(64, 32, kernel_size=2, stride=2) - self.seventh_level = UpBlock(64, 32, time_dimension) - self.up_sample_7 = nn.ConvTranspose2d(32, 16, kernel_size=2, stride=2) - self.eigth_level = UpBlock(32, 16, time_dimension) + + self.first_level = Block(in_chan, 16, time_dimension) + self.second_level = Block(16, 32, time_dimension) + self.third_level = Block(32, 64, time_dimension) + self.fourth_level = Block(64, 128, time_dimension) + + self.bottle_neck = Block(128, 256, time_dimension) + + self.fifth_level_up = nn.ConvTranspose2d(256, 128, kernel_size=2, stride=2) + self.fifth_level = Block(256, 128, time_dimension) + self.sixth_level_up = nn.ConvTranspose2d(128, 64, kernel_size=2, stride=2) + self.sixth_level = Block(128, 64, time_dimension) + self.seventh_level_up = nn.ConvTranspose2d(64, 32, kernel_size=2, stride=2) + self.seventh_level = Block(64, 32, time_dimension) + self.eigth_level_up = nn.ConvTranspose2d(32, 16, kernel_size=2, stride=2) + self.eigth_level = Block(32, 16, time_dimension) + self.last_conv = nn.Conv2d(16, out_chan, kernel_size=1) def forward(self, x, t): @@ -182,23 +111,139 @@ def forward(self, x, t): x_bottle = self.pool(x4) x_bottle = self.bottle_neck(x_bottle, t) - x5 = self.up_sample(x_bottle) - - x5 = torch.cat([x4_skip, x5], dim=1) - x5 = self.fifth_level(x5, t) - x6 = self.up_sample_5(x5) + x5 = self.fifth_level_up(x_bottle) + x5 = torch.cat([x4_skip, x5], dim = 1) + x5 = self.fifth_level(x5, t) + + x6 = self.sixth_level_up(x5) x6 = torch.cat([x3_skip, x6], dim = 1) - x6 = self.sixth_level(x6, t) - x7 = self.up_sample_6(x6) + x6 = self.sixth_level(x6, t) + x7 = self.seventh_level_up(x6) x7 = torch.cat([x2_skip, x7], dim = 1) x7 = self.seventh_level(x7, t) - x8 = self.up_sample_7(x7) - + + x8 = self.eigth_level_up(x7) x8 = torch.cat([x1_skip, x8], dim = 1) x8 = self.eigth_level(x8, t) output_x = self.last_conv(x8) return output_x + +# class DownBlock(nn.Module): +# def __init__(self, in_chan, out_chan, time_emb): +# super().__init__() +# self.conv_1 = nn.Sequential( +# nn.Conv2d(in_chan, out_chan, kernel_size=3, padding=1), +# nn.BatchNorm2d(out_chan), +# nn.ReLU(), +# ) +# self.conv_2 = nn.Sequential( +# nn.Conv2d(out_chan, out_chan, kernel_size=3, padding=1), +# nn.BatchNorm2d(out_chan), +# nn.ReLU(), +# ) +# self.relu = nn.ReLU() +# self.time = nn.Linear(time_emb, out_chan) + +# def forward(self, x, t): +# out = self.conv_1(x) +# time_embedded = self.time(t) +# time_embedded = self.relu(time_embedded) +# time_embedded = time_embedded[(...,) + (None,) * 2] +# out = out + time_embedded +# out = self.conv_2(out) +# return out + +# class UpBlock(nn.Module): +# def __init__(self, in_chan, out_chan, time_emb): +# super().__init__() +# self.conv_1 = nn.Sequential( +# nn.Conv2d(in_chan, out_chan, kernel_size=3, padding=1), +# nn.BatchNorm2d(out_chan), +# nn.ReLU(), +# ) +# self.conv_2 = nn.Sequential( +# nn.Conv2d(out_chan, out_chan, kernel_size=3, padding=1), +# nn.BatchNorm2d(out_chan), +# nn.ReLU(), +# ) +# self.relu = nn.ReLU() +# self.time = nn.Linear(time_emb, out_chan) + +# def forward(self, x, t): +# out = self.conv_1(x) +# time_embedded = self.time(t) +# time_embedded = self.relu(time_embedded) +# time_embedded = time_embedded[(...,) + (None,) * 2] +# out = out + time_embedded +# out = self.conv_2(out) +# return out + +# class UNETModel(nn.Module): +# def __init__(self, in_chan = 3, out_chan = 3, time_dimension = 32, device = DEVICE): +# super().__init__() +# self.device = device +# self.time_dimension = time_dimension + +# self.pool = nn.MaxPool2d(kernel_size=2, stride=2) +# self.time_embedding = PositionEmbedding(time_dimension) + + +# self.first_level = DownBlock(in_chan, 16, time_dimension) +# self.second_level = DownBlock(16, 32, time_dimension) +# self.third_level = DownBlock(32, 64, time_dimension) +# self.fourth_level = DownBlock(64, 128, time_dimension) +# self.bottle_neck = DownBlock(128, 256, time_dimension) +# self.up_sample = nn.ConvTranspose2d(256, 128, kernel_size=2, stride=2) +# self.fifth_level = UpBlock(256, 128, time_dimension) +# self.up_sample_5 = nn.ConvTranspose2d(128, 64, kernel_size=2, stride=2) +# self.sixth_level = UpBlock(128, 64, time_dimension) +# self.up_sample_6 = nn.ConvTranspose2d(64, 32, kernel_size=2, stride=2) +# self.seventh_level = UpBlock(64, 32, time_dimension) +# self.up_sample_7 = nn.ConvTranspose2d(32, 16, kernel_size=2, stride=2) +# self.eigth_level = UpBlock(32, 16, time_dimension) +# self.last_conv = nn.Conv2d(16, out_chan, kernel_size=1) + +# def forward(self, x, t): +# t = self.time_embedding(t) + +# x1 = self.first_level(x, t) +# x1_skip = x1 + +# x2 = self.pool(x1) +# x2 = self.second_level(x2, t) +# x2_skip = x2 + +# x3 = self.pool(x2) +# x3 = self.third_level(x3, t) +# x3_skip = x3 + +# x4 = self.pool(x3) +# x4 = self.fourth_level(x4, t) +# x4_skip = x4 + +# x_bottle = self.pool(x4) +# x_bottle = self.bottle_neck(x_bottle, t) +# x5 = self.up_sample(x_bottle) + +# x5 = torch.cat([x4_skip, x5], dim=1) +# x5 = self.fifth_level(x5, t) +# x6 = self.up_sample_5(x5) + +# x6 = torch.cat([x3_skip, x6], dim = 1) +# x6 = self.sixth_level(x6, t) +# x7 = self.up_sample_6(x6) + +# x7 = torch.cat([x2_skip, x7], dim = 1) +# x7 = self.seventh_level(x7, t) +# x8 = self.up_sample_7(x7) + +# x8 = torch.cat([x1_skip, x8], dim = 1) +# x8 = self.eigth_level(x8, t) + +# output_x = self.last_conv(x8) + +# return output_x diff --git a/recognition/s4583222_Solution/predict.py b/recognition/s4583222_Solution/predict.py index 579b0cfa45..de5ad40a60 100644 --- a/recognition/s4583222_Solution/predict.py +++ b/recognition/s4583222_Solution/predict.py @@ -23,14 +23,76 @@ import torch.nn.functional as F DEVICE = "cuda" if torch.cuda.is_available() else "cpu" -BATCH_SIZE = 10 #If we drop this to 1, then len(training_loader) = 11,328 -IMG_HEIGHT = 256 #Actual is 256 -IMG_WIDTH = 256 #Actual is 256 +BATCH_SIZE = 128 #If we drop this to 1, then len(training_loader) = 11,328 +IMG_HEIGHT = 32 #Actual is 256 +IMG_WIDTH = 32 #Actual is 256 TRAINING_DIR = '/home/Student/s4583222/COMP3710/Images/Train' +def index_list(vals, t, x_shape): + batch_size = t.shape[0] + out = vals.gather(-1,t.cpu()) + out = out.reshape(batch_size, *((1,)*(len(x_shape)-1))).to(t.device) + return out + +@torch.no_grad() +def sample_image_at_timestep(rand_noise, t, model, beta, alpha_hat, sqrt_alpha_reciprical, prosterior_var): + + beta_time = index_list(beta, t, rand_noise.shape) + sqrt_one_minus_alpha_hat_time = index_list(torch.sqrt(1. - alpha_hat), t, rand_noise.shape) + sqrt_alpha_reciprical_time = index_list(sqrt_alpha_reciprical, t, rand_noise.shape) + prosterior_var_time = index_list(prosterior_var, t, rand_noise.shape) + + predicted_noise = model(rand_noise, t) + mean = sqrt_alpha_reciprical_time * (rand_noise - beta_time * predicted_noise / sqrt_one_minus_alpha_hat_time) + if t == 0: + return mean + else: + noise = torch.randn_like(rand_noise) + return mean + torch.sqrt(prosterior_var_time) * noise + +@torch.no_grad() +def sample_image(num_images_to_gen, model): + num = 69 + # for num in range(1,num_images_to_gen): + noise = torch.randn((1,3, IMG_HEIGHT, IMG_WIDTH), device=DEVICE) + plt.figure(figsize=(15,15)) + plt.axis('off') + num_images = 10 + stepsize = int(1000/num_images) + beta = torch.linspace(0.0001, 0.2, 1000) + alpha = 1. - beta + alpha_hat = torch.cumprod(alpha, dim=0) #alpha hat is the cumulative product of alpha + alpha_hat_prev = F.pad(alpha_hat[:-1], (1,0), value=1.0) + sqrt_alpha_reciprical = torch.sqrt(1.0/alpha) + prosterior_var = beta * (1. - alpha_hat_prev)/(1. - alpha_hat) + for ind in range(1000, -1, 1): + + t = torch.full((1,), ind, device=DEVICE, dtype=torch.long) + image = sample_image_at_timestep(noise, t, model, beta, alpha_hat, sqrt_alpha_reciprical, prosterior_var) + if ind % stepsize == 0: + plt.subplot(1, num_images, int(ind/stepsize)+1) + image = image.detach().cpu() + reverse_transforms = transforms.Compose([ + transforms.Lambda(lambda t: (t + 1) / 2), + transforms.Lambda(lambda t: t.permute(1, 2, 0)), # CHW to HWC + transforms.Lambda(lambda t: t * 255.), + transforms.Lambda(lambda t: t.numpy().astype(np.uint8)), + transforms.ToPILImage(), + ]) + # Take first image of batch + if len(image.shape) == 4: + image = image[0, :, :, :] + plt.imshow(reverse_transforms(image)) + plt.savefig(f"image_{num}") + return + + def predict(): model = UNETModel().to(DEVICE) model.load_state_dict(torch.load("Model_2.pt")) + gen_images = 20 #Generate 20 images + sample_image(gen_images, model) + print("Done!") if __name__ == '__main__': predict() diff --git a/recognition/s4583222_Solution/train.py b/recognition/s4583222_Solution/train.py index 475e81ab76..e25c516ef9 100644 --- a/recognition/s4583222_Solution/train.py +++ b/recognition/s4583222_Solution/train.py @@ -16,7 +16,6 @@ from torch import optim from torchvision import transforms from dataset import get_data_loaders -from modules import Diffusion from modules import UNETModel import numpy as np from PIL import Image @@ -25,75 +24,108 @@ #Hyperparameters LEARNING_RATE = 1e-4 DEVICE = "cuda" if torch.cuda.is_available() else "cpu" -BATCH_SIZE = 10 #If we drop this to 1, then len(training_loader) = 11,328 -NUM_EPOCHS = 100 +BATCH_SIZE = 128 #If we drop this to 1, then len(training_loader) = 11,328 +NUM_EPOCHS = 1000 NUM_WORKERS = 0 -IMG_HEIGHT = 256 #Actual is 256 -IMG_WIDTH = 256 #Actual is 256 +IMG_HEIGHT = 64 #Actual is 256 +IMG_WIDTH = 64 #Actual is 256 PIN_MEMORY = False LOAD_MODEL = False TRAINING_DIR = '/home/Student/s4583222/COMP3710/Images/Train' +NOISE_STEP = 300 + +BETA = torch.linspace(0.0001, 0.02, NOISE_STEP) +ALPHA = 1. - BETA +ALPHA_HAT = torch.cumprod(ALPHA, axis=0) #alpha hat is the cumulative product of alpha +ALPHA_HAT_PREV = F.pad(ALPHA_HAT[:-1], (1,0), value=1.0) +SQRT_ALPHA_REC = torch.sqrt(1.0/ALPHA) +PROS_VAR = BETA * (1. - ALPHA_HAT_PREV)/(1. - ALPHA_HAT) + def index_list(vals, t, x_shape): batch_size = t.shape[0] out = vals.gather(-1,t.cpu()) out = out.reshape(batch_size, *((1,)*(len(x_shape)-1))).to(t.device) return out -def forward_diffusion_to_image(image, t, alpha_hat, device =DEVICE): - sqrt_alpha_hat = index_list(torch.sqrt(alpha_hat), t, image.shape) - sqrt_one_minus_alpha_hat = index_list(torch.sqrt(1. - alpha_hat), t, image.shape) - +def forward_diffusion_to_image(image, t, device =DEVICE): + print(image.shape) + sqrt_alpha_hat = index_list(torch.sqrt(ALPHA_HAT), t, image.shape) + print(sqrt_alpha_hat.shape) + sqrt_one_minus_alpha_hat = index_list(torch.sqrt(1. - ALPHA_HAT), t, image.shape) + print(sqrt_one_minus_alpha_hat.shape) epsilon = torch.randn_like(image) - # print(f"Epoch: {(sqrt_alpha_hat * image).shape[0]} | iteration: {(sqrt_one_minus_alpha_hat * epsilon).shape[0]}") - x_1 = sqrt_alpha_hat * image - x_2 = sqrt_one_minus_alpha_hat * epsilon - if x_1.shape[0] != x_2.shape[0]: - x_1 = SAFETY_STRAT_1 - x_2 = SAFETY_STRAT_2 - else: - SAFETY_STRAT_1 = x_1 - SAFETY_STRAT_2 = x_2 - x_t = x_1.to(device) + x_2.to(device) - return x_t, epsilon.to(device) + print(epsilon.shape) + + # print(f"Epoch: {(sqrt_alpha_hat * image).shape[0]} | iteration: {(sqrt_one_minus_alpha_hat * epsilon).shape[0]}") + x_1 = sqrt_alpha_hat.to(device) * image.to(device) + x_2 = sqrt_one_minus_alpha_hat.to(device) * epsilon.to(device) + return sqrt_alpha_hat.to(device) * image.to(device) + sqrt_one_minus_alpha_hat.to(device) * epsilon.to(device), epsilon.to(device) -def model_loss(model, image, t, alpha_hat): - noisy_image, actual_noise = forward_diffusion_to_image(image, t, alpha_hat) +def show_image(image, epoch, i): + reverse_transforms = transforms.Compose([ + transforms.Lambda(lambda t: (t + 1) / 2), + transforms.Lambda(lambda t: t.permute(1, 2, 0)), # CHW to HWC + transforms.Lambda(lambda t: t * 255.), + transforms.Lambda(lambda t: t.numpy().astype(np.uint8)), + transforms.ToPILImage(), + ]) + # Take first image of batch + if len(image.shape) == 4: + image = image[0, :, :, :] + plt.imshow(reverse_transforms(image)) + plt.savefig(f"{epoch}_{i}") + +def model_loss(model, image, t): + noisy_image, actual_noise = forward_diffusion_to_image(image, t) + show_image(noisy_image, 0, 0) predicted_noise = model(noisy_image, t) loss = F.l1_loss(actual_noise, predicted_noise) return loss + +#--------------Predict stuff-------------------------# + + +@torch.no_grad() +def sample_image_at_timestep(rand_noise, t, model): + + beta_time = index_list(BETA, t, rand_noise.shape) + sqrt_one_minus_alpha_hat_time = index_list(torch.sqrt(1. - ALPHA_HAT), t, rand_noise.shape) + sqrt_alpha_reciprical_time = index_list(SQRT_ALPHA_REC, t, rand_noise.shape) + prosterior_var_time = index_list(PROS_VAR, t, rand_noise.shape) + + predicted_noise = model(rand_noise, t) + mean = sqrt_alpha_reciprical_time * (rand_noise - beta_time * predicted_noise / sqrt_one_minus_alpha_hat_time) + if t == 0: + return mean + else: + noise = torch.randn_like(rand_noise) + return mean + torch.sqrt(prosterior_var_time) * noise + +@torch.no_grad() +def sample_image(epoch, i, model): + # for num in range(1,num_images_to_gen): + noise = torch.randn((1,3, IMG_HEIGHT, IMG_WIDTH), device=DEVICE) + plt.figure(figsize=(15,15)) + plt.axis('off') + num_images = 1 + stepsize = int(NOISE_STEP/num_images) + for ind in range(0, NOISE_STEP)[::-1]: + t = torch.full((1,), ind, device=DEVICE, dtype=torch.long) + image = sample_image_at_timestep(noise, t, model) + # if ind % stepsize == 0: + # plt.subplot(1, num_images, int(ind/stepsize)+1) + show_image(image.detach().cpu(), epoch, i) + + return +#--------------Predict stuff-------------------------# + def training(): training_loader = get_data_loaders(TRAINING_DIR, BATCH_SIZE, NUM_WORKERS, PIN_MEMORY) - beta = torch.linspace(0.0001, 0.2, 1000) - alpha = 1. - beta - alpha_hat = torch.cumprod(alpha, dim=0) #alpha hat is the cumulative product of alpha - # Can be used to show training image - # image = next(iter(training_loader))[0] - # plt.figure(figsize=(15,15)) - # plt.axis('off') - # num_images = 10 - # stepsize = int(100/num_images) - # for ind in range(0, 100, stepsize): - # t = torch.Tensor([ind]).type(torch.int64) - # plt.subplot(1, num_images+1, int(ind/stepsize)+1) - # image, noise = forward_diffusion_to_image(image, t, alpha_hat) - # reverse_transforms = transforms.Compose([ - # transforms.Lambda(lambda t: (t + 1) / 2), - # transforms.Lambda(lambda t: t.permute(1, 2, 0)), # CHW to HWC - # transforms.Lambda(lambda t: t * 255.), - # transforms.Lambda(lambda t: t.numpy().astype(np.uint8)), - # transforms.ToPILImage(), - # ]) - # # Take first image of batch - # if len(image.shape) == 4: - # image = image[0, :, :, :] - # plt.imshow(reverse_transforms(image)) - # plt.savefig("test") - model = UNETModel().to(DEVICE) if LOAD_MODEL: - model.load_state_dict(torch.load("Model_2.pt")) + model.load_state_dict(torch.load("Model.pt")) optimizer = optim.Adam(model.parameters(), LEARNING_RATE) @@ -102,29 +134,26 @@ def training(): #Training Loop for epoch in range(NUM_EPOCHS): for i, images in enumerate(tqdm(training_loader)): - if i < 1131: + if i < 85: optimizer.zero_grad() - time = torch.randint(0, 1000, (BATCH_SIZE,)).long() - loss = model_loss(model, images, time, alpha_hat) + time = torch.randint(0, NOISE_STEP, (BATCH_SIZE,), device=DEVICE).long() + loss = model_loss(model, images, time) vloss.append(loss.item()) loss.backward() optimizer.step() - #Save the model every epoch + #Save the model every 10 iterations in each epoch if epoch % 1 == 0 and i % 10 == 0: print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") - torch.save(model.state_dict(), "Model_2.pt") - plot_v = torch.tensor(vloss, device='cpu') - plt.title('Stable Diffusion Loss') - plt.plot(plot_v, color = 'blue') - plt.savefig('loss_plot') - - if epoch % 10 == 0 and i == 0: - print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") - torch.save(model.state_dict(), "Model_2.pt") - #Display image + torch.save(model.state_dict(), "Model.pt") + # plot_v = torch.tensor(vloss, device='cpu') + # plt.title('Stable Diffusion Loss') + # plt.plot(plot_v, color = 'blue') + # plt.savefig('loss_plot') + if epoch % 1 == 0 and i == 0: + sample_image(epoch, i, model) if __name__ == '__main__': training() \ No newline at end of file From 0127080c4b5986f93c49139f5347448a4f663e87 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Fri, 14 Oct 2022 13:17:05 +1000 Subject: [PATCH 09/31] Network able to generate brain images I had an issue with my reverse process. I was not feeding back the noised image --- recognition/s4583222_Solution/dataset.py | 15 +-- recognition/s4583222_Solution/modules.py | 160 +++-------------------- recognition/s4583222_Solution/train.py | 70 +++++----- 3 files changed, 56 insertions(+), 189 deletions(-) diff --git a/recognition/s4583222_Solution/dataset.py b/recognition/s4583222_Solution/dataset.py index 4cad706274..a5d90fe4d7 100644 --- a/recognition/s4583222_Solution/dataset.py +++ b/recognition/s4583222_Solution/dataset.py @@ -1,11 +1,3 @@ -# COMP3710 Pattern Recognition Lab Assignment -# By Thomas Jellett (s4583222) -# HARD DIFFICULTY -# Create a generative model of the OASIS brain using stable diffusion that -# has a “reasonably clear image.” - -# File: dataset.py -# Description: Used to get the OASIS brain dataset import os import torch @@ -17,7 +9,7 @@ from torch.utils.data import DataLoader training_images = '/home/Student/s4583222/COMP3710/Images/Train' -IMG_SIZE = 64 +IMG_SIZE = 256 #Class for Brain Dataset. We do not care about the masked images class BrainDataset(Dataset): @@ -47,6 +39,5 @@ def get_data_loaders(training_images, batch, workers, pin_mem): torchvision.transforms.Lambda(lambda t: (t * 2) - 1) ]) training_dataset = BrainDataset(image_directory=training_images, transform=transforms) - training_loader = DataLoader(training_dataset, batch_size=batch, num_workers=workers, pin_memory=pin_mem) - return training_loader - + training_loader = DataLoader(training_dataset, batch_size=batch, num_workers=workers, pin_memory=pin_mem, drop_last=True) + return training_loader \ No newline at end of file diff --git a/recognition/s4583222_Solution/modules.py b/recognition/s4583222_Solution/modules.py index 02606292d0..2a54395200 100644 --- a/recognition/s4583222_Solution/modules.py +++ b/recognition/s4583222_Solution/modules.py @@ -1,13 +1,3 @@ -# COMP3710 Pattern Recognition Lab Assignment -# By Thomas Jellett (s4583222) -# HARD DIFFICULTY -# Create a generative model of the OASIS brain using stable diffusion that -# has a “reasonably clear image.” - -# File: modules.py -# Description: My model - -#Images are 3x256x256 import torch from torch import nn from tqdm import tqdm @@ -15,7 +5,7 @@ import math DEVICE = "cuda" if torch.cuda.is_available() else "cpu" -IMG_SIZE = 64 +IMG_SIZE = 256 #--------------UNET------------------# @@ -68,28 +58,28 @@ def __init__(self, in_chan = 3, out_chan = 3, device = DEVICE): super().__init__() self.device = device time_dimension = 32 - #Network 16 32 64 128 256 + #Network 128 256 512 1024 2048 self.pool = nn.MaxPool2d(kernel_size=2, stride=2) self.time_embedding = PositionEmbedding(time_dimension) - self.first_level = Block(in_chan, 16, time_dimension) - self.second_level = Block(16, 32, time_dimension) - self.third_level = Block(32, 64, time_dimension) - self.fourth_level = Block(64, 128, time_dimension) + self.first_level = Block(in_chan, 128, time_dimension) + self.second_level = Block(128, 256, time_dimension) + self.third_level = Block(256, 512, time_dimension) + self.fourth_level = Block(512, 1024, time_dimension) - self.bottle_neck = Block(128, 256, time_dimension) + self.bottle_neck = Block(1024, 2048, time_dimension) - self.fifth_level_up = nn.ConvTranspose2d(256, 128, kernel_size=2, stride=2) - self.fifth_level = Block(256, 128, time_dimension) - self.sixth_level_up = nn.ConvTranspose2d(128, 64, kernel_size=2, stride=2) - self.sixth_level = Block(128, 64, time_dimension) - self.seventh_level_up = nn.ConvTranspose2d(64, 32, kernel_size=2, stride=2) - self.seventh_level = Block(64, 32, time_dimension) - self.eigth_level_up = nn.ConvTranspose2d(32, 16, kernel_size=2, stride=2) - self.eigth_level = Block(32, 16, time_dimension) + self.fifth_level_up = nn.ConvTranspose2d(2048, 1024, kernel_size=2, stride=2) + self.fifth_level = Block(2048, 1024, time_dimension) + self.sixth_level_up = nn.ConvTranspose2d(1024, 512, kernel_size=2, stride=2) + self.sixth_level = Block(1024, 512, time_dimension) + self.seventh_level_up = nn.ConvTranspose2d(512, 256, kernel_size=2, stride=2) + self.seventh_level = Block(512, 256, time_dimension) + self.eigth_level_up = nn.ConvTranspose2d(256, 128, kernel_size=2, stride=2) + self.eigth_level = Block(256, 128, time_dimension) - self.last_conv = nn.Conv2d(16, out_chan, kernel_size=1) + self.last_conv = nn.Conv2d(128, out_chan, kernel_size=1) def forward(self, x, t): t = self.time_embedding(t) @@ -130,120 +120,4 @@ def forward(self, x, t): output_x = self.last_conv(x8) - return output_x - -# class DownBlock(nn.Module): -# def __init__(self, in_chan, out_chan, time_emb): -# super().__init__() -# self.conv_1 = nn.Sequential( -# nn.Conv2d(in_chan, out_chan, kernel_size=3, padding=1), -# nn.BatchNorm2d(out_chan), -# nn.ReLU(), -# ) -# self.conv_2 = nn.Sequential( -# nn.Conv2d(out_chan, out_chan, kernel_size=3, padding=1), -# nn.BatchNorm2d(out_chan), -# nn.ReLU(), -# ) -# self.relu = nn.ReLU() -# self.time = nn.Linear(time_emb, out_chan) - -# def forward(self, x, t): -# out = self.conv_1(x) -# time_embedded = self.time(t) -# time_embedded = self.relu(time_embedded) -# time_embedded = time_embedded[(...,) + (None,) * 2] -# out = out + time_embedded -# out = self.conv_2(out) -# return out - -# class UpBlock(nn.Module): -# def __init__(self, in_chan, out_chan, time_emb): -# super().__init__() -# self.conv_1 = nn.Sequential( -# nn.Conv2d(in_chan, out_chan, kernel_size=3, padding=1), -# nn.BatchNorm2d(out_chan), -# nn.ReLU(), -# ) -# self.conv_2 = nn.Sequential( -# nn.Conv2d(out_chan, out_chan, kernel_size=3, padding=1), -# nn.BatchNorm2d(out_chan), -# nn.ReLU(), -# ) -# self.relu = nn.ReLU() -# self.time = nn.Linear(time_emb, out_chan) - -# def forward(self, x, t): -# out = self.conv_1(x) -# time_embedded = self.time(t) -# time_embedded = self.relu(time_embedded) -# time_embedded = time_embedded[(...,) + (None,) * 2] -# out = out + time_embedded -# out = self.conv_2(out) -# return out - -# class UNETModel(nn.Module): -# def __init__(self, in_chan = 3, out_chan = 3, time_dimension = 32, device = DEVICE): -# super().__init__() -# self.device = device -# self.time_dimension = time_dimension - -# self.pool = nn.MaxPool2d(kernel_size=2, stride=2) -# self.time_embedding = PositionEmbedding(time_dimension) - - -# self.first_level = DownBlock(in_chan, 16, time_dimension) -# self.second_level = DownBlock(16, 32, time_dimension) -# self.third_level = DownBlock(32, 64, time_dimension) -# self.fourth_level = DownBlock(64, 128, time_dimension) -# self.bottle_neck = DownBlock(128, 256, time_dimension) -# self.up_sample = nn.ConvTranspose2d(256, 128, kernel_size=2, stride=2) -# self.fifth_level = UpBlock(256, 128, time_dimension) -# self.up_sample_5 = nn.ConvTranspose2d(128, 64, kernel_size=2, stride=2) -# self.sixth_level = UpBlock(128, 64, time_dimension) -# self.up_sample_6 = nn.ConvTranspose2d(64, 32, kernel_size=2, stride=2) -# self.seventh_level = UpBlock(64, 32, time_dimension) -# self.up_sample_7 = nn.ConvTranspose2d(32, 16, kernel_size=2, stride=2) -# self.eigth_level = UpBlock(32, 16, time_dimension) -# self.last_conv = nn.Conv2d(16, out_chan, kernel_size=1) - -# def forward(self, x, t): -# t = self.time_embedding(t) - -# x1 = self.first_level(x, t) -# x1_skip = x1 - -# x2 = self.pool(x1) -# x2 = self.second_level(x2, t) -# x2_skip = x2 - -# x3 = self.pool(x2) -# x3 = self.third_level(x3, t) -# x3_skip = x3 - -# x4 = self.pool(x3) -# x4 = self.fourth_level(x4, t) -# x4_skip = x4 - -# x_bottle = self.pool(x4) -# x_bottle = self.bottle_neck(x_bottle, t) -# x5 = self.up_sample(x_bottle) - -# x5 = torch.cat([x4_skip, x5], dim=1) -# x5 = self.fifth_level(x5, t) -# x6 = self.up_sample_5(x5) - -# x6 = torch.cat([x3_skip, x6], dim = 1) -# x6 = self.sixth_level(x6, t) -# x7 = self.up_sample_6(x6) - -# x7 = torch.cat([x2_skip, x7], dim = 1) -# x7 = self.seventh_level(x7, t) -# x8 = self.up_sample_7(x7) - -# x8 = torch.cat([x1_skip, x8], dim = 1) -# x8 = self.eigth_level(x8, t) - -# output_x = self.last_conv(x8) - -# return output_x + return output_x \ No newline at end of file diff --git a/recognition/s4583222_Solution/train.py b/recognition/s4583222_Solution/train.py index e25c516ef9..be086512d5 100644 --- a/recognition/s4583222_Solution/train.py +++ b/recognition/s4583222_Solution/train.py @@ -27,13 +27,13 @@ BATCH_SIZE = 128 #If we drop this to 1, then len(training_loader) = 11,328 NUM_EPOCHS = 1000 NUM_WORKERS = 0 -IMG_HEIGHT = 64 #Actual is 256 -IMG_WIDTH = 64 #Actual is 256 +IMG_HEIGHT = 256 #Actual is 256 +IMG_WIDTH = 256 #Actual is 256 PIN_MEMORY = False LOAD_MODEL = False TRAINING_DIR = '/home/Student/s4583222/COMP3710/Images/Train' -NOISE_STEP = 300 +NOISE_STEP = 600 BETA = torch.linspace(0.0001, 0.02, NOISE_STEP) ALPHA = 1. - BETA @@ -49,20 +49,21 @@ def index_list(vals, t, x_shape): return out def forward_diffusion_to_image(image, t, device =DEVICE): - print(image.shape) + # print(image.shape) sqrt_alpha_hat = index_list(torch.sqrt(ALPHA_HAT), t, image.shape) - print(sqrt_alpha_hat.shape) + # sqrt_alpha_hat = sqrt_alpha_hat[:, :, :, None] + # print(sqrt_alpha_hat.shape) sqrt_one_minus_alpha_hat = index_list(torch.sqrt(1. - ALPHA_HAT), t, image.shape) - print(sqrt_one_minus_alpha_hat.shape) + # print(sqrt_one_minus_alpha_hat.shape) epsilon = torch.randn_like(image) - print(epsilon.shape) + # print(epsilon.shape) # print(f"Epoch: {(sqrt_alpha_hat * image).shape[0]} | iteration: {(sqrt_one_minus_alpha_hat * epsilon).shape[0]}") x_1 = sqrt_alpha_hat.to(device) * image.to(device) x_2 = sqrt_one_minus_alpha_hat.to(device) * epsilon.to(device) return sqrt_alpha_hat.to(device) * image.to(device) + sqrt_one_minus_alpha_hat.to(device) * epsilon.to(device), epsilon.to(device) -def show_image(image, epoch, i): +def show_image(image, epoch, i, disc = "Blank"): reverse_transforms = transforms.Compose([ transforms.Lambda(lambda t: (t + 1) / 2), transforms.Lambda(lambda t: t.permute(1, 2, 0)), # CHW to HWC @@ -74,11 +75,12 @@ def show_image(image, epoch, i): if len(image.shape) == 4: image = image[0, :, :, :] plt.imshow(reverse_transforms(image)) - plt.savefig(f"{epoch}_{i}") + plt.savefig(f"{epoch}_{i}_{disc}") + def model_loss(model, image, t): noisy_image, actual_noise = forward_diffusion_to_image(image, t) - show_image(noisy_image, 0, 0) + #show_image(noisy_image.detach().cpu(), 0, 0) predicted_noise = model(noisy_image, t) loss = F.l1_loss(actual_noise, predicted_noise) return loss @@ -113,10 +115,10 @@ def sample_image(epoch, i, model): stepsize = int(NOISE_STEP/num_images) for ind in range(0, NOISE_STEP)[::-1]: t = torch.full((1,), ind, device=DEVICE, dtype=torch.long) - image = sample_image_at_timestep(noise, t, model) + noise = sample_image_at_timestep(noise, t, model) # if ind % stepsize == 0: # plt.subplot(1, num_images, int(ind/stepsize)+1) - show_image(image.detach().cpu(), epoch, i) + show_image(noise.detach().cpu(), epoch, i, f"{ind}_backward") return #--------------Predict stuff-------------------------# @@ -133,27 +135,27 @@ def training(): #Training Loop for epoch in range(NUM_EPOCHS): - for i, images in enumerate(tqdm(training_loader)): - if i < 85: - optimizer.zero_grad() - - time = torch.randint(0, NOISE_STEP, (BATCH_SIZE,), device=DEVICE).long() - loss = model_loss(model, images, time) - vloss.append(loss.item()) - - loss.backward() - optimizer.step() - - #Save the model every 10 iterations in each epoch - if epoch % 1 == 0 and i % 10 == 0: - print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") - torch.save(model.state_dict(), "Model.pt") - # plot_v = torch.tensor(vloss, device='cpu') - # plt.title('Stable Diffusion Loss') - # plt.plot(plot_v, color = 'blue') - # plt.savefig('loss_plot') - if epoch % 1 == 0 and i == 0: - sample_image(epoch, i, model) - + for i, images in enumerate(tqdm(training_loader)): + optimizer.zero_grad() + + time = torch.randint(0, NOISE_STEP, (BATCH_SIZE,), device=DEVICE).long() + loss = model_loss(model, images, time) + vloss.append(loss.item()) + + loss.backward() + optimizer.step() + + #Save the model every 10 iterations in each epoch + if epoch % 1 == 0 and i % 10 == 0: + torch.save(model.state_dict(), "Model.pt") + plot_v = torch.tensor(vloss, device='cpu') + plt.title('Stable Diffusion Loss') + plt.plot(plot_v, color = 'blue') + plt.savefig('loss_plot') + + if epoch % 5 == 0 and i == 0: + sample_image(epoch, i, model) + print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") + if __name__ == '__main__': training() \ No newline at end of file From 598a69a0e9b070cec1b076fea7c8034c8a97e9fe Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Sat, 15 Oct 2022 11:06:58 +1000 Subject: [PATCH 10/31] increased UNET num trainable param and fixes I have added in another time to save the model (but to a separate file for a back up). I let it train overnight and it show how crashed, when I tried loading the model it was corrupted. This is because it would've crashed whilst saving the model. I have created a separate instance of it saving the model. But at a different time to the first save. That way if one becomes corrupted I can load up from a 5 epochs ago. Also have fixed my de noising for my predict file. Which can show images of stuff that look similar to brains. --- recognition/s4583222_Solution/dataset.py | 3 +- recognition/s4583222_Solution/modules.py | 30 ++++---- recognition/s4583222_Solution/predict.py | 89 ++++++++++++------------ recognition/s4583222_Solution/train.py | 71 +++---------------- 4 files changed, 71 insertions(+), 122 deletions(-) diff --git a/recognition/s4583222_Solution/dataset.py b/recognition/s4583222_Solution/dataset.py index a5d90fe4d7..c14a177cf3 100644 --- a/recognition/s4583222_Solution/dataset.py +++ b/recognition/s4583222_Solution/dataset.py @@ -1,4 +1,3 @@ - import os import torch import torchvision @@ -9,7 +8,7 @@ from torch.utils.data import DataLoader training_images = '/home/Student/s4583222/COMP3710/Images/Train' -IMG_SIZE = 256 +IMG_SIZE = 128 #Class for Brain Dataset. We do not care about the masked images class BrainDataset(Dataset): diff --git a/recognition/s4583222_Solution/modules.py b/recognition/s4583222_Solution/modules.py index 2a54395200..373676fcaf 100644 --- a/recognition/s4583222_Solution/modules.py +++ b/recognition/s4583222_Solution/modules.py @@ -58,28 +58,28 @@ def __init__(self, in_chan = 3, out_chan = 3, device = DEVICE): super().__init__() self.device = device time_dimension = 32 - #Network 128 256 512 1024 2048 + #Network 64 128 256 512 1024 self.pool = nn.MaxPool2d(kernel_size=2, stride=2) self.time_embedding = PositionEmbedding(time_dimension) - self.first_level = Block(in_chan, 128, time_dimension) - self.second_level = Block(128, 256, time_dimension) - self.third_level = Block(256, 512, time_dimension) - self.fourth_level = Block(512, 1024, time_dimension) + self.first_level = Block(in_chan, 64, time_dimension) + self.second_level = Block(64, 128, time_dimension) + self.third_level = Block(128, 256, time_dimension) + self.fourth_level = Block(256, 512, time_dimension) - self.bottle_neck = Block(1024, 2048, time_dimension) + self.bottle_neck = Block(512, 1024, time_dimension) - self.fifth_level_up = nn.ConvTranspose2d(2048, 1024, kernel_size=2, stride=2) - self.fifth_level = Block(2048, 1024, time_dimension) - self.sixth_level_up = nn.ConvTranspose2d(1024, 512, kernel_size=2, stride=2) - self.sixth_level = Block(1024, 512, time_dimension) - self.seventh_level_up = nn.ConvTranspose2d(512, 256, kernel_size=2, stride=2) - self.seventh_level = Block(512, 256, time_dimension) - self.eigth_level_up = nn.ConvTranspose2d(256, 128, kernel_size=2, stride=2) - self.eigth_level = Block(256, 128, time_dimension) + self.fifth_level_up = nn.ConvTranspose2d(1024, 512, kernel_size=2, stride=2) + self.fifth_level = Block(1024, 512, time_dimension) + self.sixth_level_up = nn.ConvTranspose2d(512, 256, kernel_size=2, stride=2) + self.sixth_level = Block(512, 256, time_dimension) + self.seventh_level_up = nn.ConvTranspose2d(256, 128, kernel_size=2, stride=2) + self.seventh_level = Block(256, 128, time_dimension) + self.eigth_level_up = nn.ConvTranspose2d(128, 64, kernel_size=2, stride=2) + self.eigth_level = Block(128, 64, time_dimension) - self.last_conv = nn.Conv2d(128, out_chan, kernel_size=1) + self.last_conv = nn.Conv2d(64, out_chan, kernel_size=1) def forward(self, x, t): t = self.time_embedding(t) diff --git a/recognition/s4583222_Solution/predict.py b/recognition/s4583222_Solution/predict.py index de5ad40a60..7ae7b99d69 100644 --- a/recognition/s4583222_Solution/predict.py +++ b/recognition/s4583222_Solution/predict.py @@ -15,32 +15,53 @@ from tqdm import tqdm from torch import optim from torchvision import transforms -from dataset import get_data_loaders -from modules import Diffusion from modules import UNETModel import numpy as np from PIL import Image import torch.nn.functional as F DEVICE = "cuda" if torch.cuda.is_available() else "cpu" -BATCH_SIZE = 128 #If we drop this to 1, then len(training_loader) = 11,328 -IMG_HEIGHT = 32 #Actual is 256 -IMG_WIDTH = 32 #Actual is 256 +BATCH_SIZE = 64 #If we drop this to 1, then len(training_loader) = 11,328 +IMG_HEIGHT = 128 #Actual is 256 +IMG_WIDTH = 128 #Actual is 256 TRAINING_DIR = '/home/Student/s4583222/COMP3710/Images/Train' +NOISE_STEP = 600 + +BETA = torch.linspace(0.0001, 0.02, NOISE_STEP) +ALPHA = 1. - BETA +ALPHA_HAT = torch.cumprod(ALPHA, axis=0) #alpha hat is the cumulative product of alpha +ALPHA_HAT_PREV = F.pad(ALPHA_HAT[:-1], (1,0), value=1.0) +SQRT_ALPHA_REC = torch.sqrt(1.0/ALPHA) +PROS_VAR = BETA * (1. - ALPHA_HAT_PREV)/(1. - ALPHA_HAT) + def index_list(vals, t, x_shape): batch_size = t.shape[0] out = vals.gather(-1,t.cpu()) out = out.reshape(batch_size, *((1,)*(len(x_shape)-1))).to(t.device) return out +def show_image(image, epoch, i, disc = "Blank"): + reverse_transforms = transforms.Compose([ + transforms.Lambda(lambda t: (t + 1) / 2), + transforms.Lambda(lambda t: t.permute(1, 2, 0)), # CHW to HWC + transforms.Lambda(lambda t: t * 255.), + transforms.Lambda(lambda t: t.numpy().astype(np.uint8)), + transforms.ToPILImage(), + ]) + # Take first image of batch + if len(image.shape) == 4: + image = image[0, :, :, :] + plt.imshow(reverse_transforms(image)) + plt.savefig(f"{epoch}_{i}_{disc}") + @torch.no_grad() -def sample_image_at_timestep(rand_noise, t, model, beta, alpha_hat, sqrt_alpha_reciprical, prosterior_var): +def sample_image_at_timestep(rand_noise, t, model): - beta_time = index_list(beta, t, rand_noise.shape) - sqrt_one_minus_alpha_hat_time = index_list(torch.sqrt(1. - alpha_hat), t, rand_noise.shape) - sqrt_alpha_reciprical_time = index_list(sqrt_alpha_reciprical, t, rand_noise.shape) - prosterior_var_time = index_list(prosterior_var, t, rand_noise.shape) + beta_time = index_list(BETA, t, rand_noise.shape) + sqrt_one_minus_alpha_hat_time = index_list(torch.sqrt(1. - ALPHA_HAT), t, rand_noise.shape) + sqrt_alpha_reciprical_time = index_list(SQRT_ALPHA_REC, t, rand_noise.shape) + prosterior_var_time = index_list(PROS_VAR, t, rand_noise.shape) predicted_noise = model(rand_noise, t) mean = sqrt_alpha_reciprical_time * (rand_noise - beta_time * predicted_noise / sqrt_one_minus_alpha_hat_time) @@ -51,48 +72,30 @@ def sample_image_at_timestep(rand_noise, t, model, beta, alpha_hat, sqrt_alpha_r return mean + torch.sqrt(prosterior_var_time) * noise @torch.no_grad() -def sample_image(num_images_to_gen, model): - num = 69 +def sample_image(epoch, i, model): # for num in range(1,num_images_to_gen): noise = torch.randn((1,3, IMG_HEIGHT, IMG_WIDTH), device=DEVICE) plt.figure(figsize=(15,15)) plt.axis('off') - num_images = 10 - stepsize = int(1000/num_images) - beta = torch.linspace(0.0001, 0.2, 1000) - alpha = 1. - beta - alpha_hat = torch.cumprod(alpha, dim=0) #alpha hat is the cumulative product of alpha - alpha_hat_prev = F.pad(alpha_hat[:-1], (1,0), value=1.0) - sqrt_alpha_reciprical = torch.sqrt(1.0/alpha) - prosterior_var = beta * (1. - alpha_hat_prev)/(1. - alpha_hat) - for ind in range(1000, -1, 1): - + num_images = 1 + stepsize = int(NOISE_STEP/num_images) + for ind in range(0, NOISE_STEP)[::-1]: t = torch.full((1,), ind, device=DEVICE, dtype=torch.long) - image = sample_image_at_timestep(noise, t, model, beta, alpha_hat, sqrt_alpha_reciprical, prosterior_var) - if ind % stepsize == 0: - plt.subplot(1, num_images, int(ind/stepsize)+1) - image = image.detach().cpu() - reverse_transforms = transforms.Compose([ - transforms.Lambda(lambda t: (t + 1) / 2), - transforms.Lambda(lambda t: t.permute(1, 2, 0)), # CHW to HWC - transforms.Lambda(lambda t: t * 255.), - transforms.Lambda(lambda t: t.numpy().astype(np.uint8)), - transforms.ToPILImage(), - ]) - # Take first image of batch - if len(image.shape) == 4: - image = image[0, :, :, :] - plt.imshow(reverse_transforms(image)) - plt.savefig(f"image_{num}") - return - + noise = sample_image_at_timestep(noise, t, model) + # if ind % stepsize == 0: + # plt.subplot(1, num_images, int(ind/stepsize)+1) + show_image(noise.detach().cpu(), epoch, i, f"{ind}_backward") def predict(): model = UNETModel().to(DEVICE) model.load_state_dict(torch.load("Model_2.pt")) - gen_images = 20 #Generate 20 images - sample_image(gen_images, model) + gen_images = 1 #Generate 20 images + images_generated = 0 + iteration = 0 + while images_generated < gen_images: + sample_image(images_generated + 1, iteration, model) + images_generated = images_generated + 1 print("Done!") if __name__ == '__main__': - predict() + predict() \ No newline at end of file diff --git a/recognition/s4583222_Solution/train.py b/recognition/s4583222_Solution/train.py index be086512d5..36eea4c0d5 100644 --- a/recognition/s4583222_Solution/train.py +++ b/recognition/s4583222_Solution/train.py @@ -24,11 +24,11 @@ #Hyperparameters LEARNING_RATE = 1e-4 DEVICE = "cuda" if torch.cuda.is_available() else "cpu" -BATCH_SIZE = 128 #If we drop this to 1, then len(training_loader) = 11,328 +BATCH_SIZE = 64 #If we drop this to 1, then len(training_loader) = 11,328 NUM_EPOCHS = 1000 NUM_WORKERS = 0 -IMG_HEIGHT = 256 #Actual is 256 -IMG_WIDTH = 256 #Actual is 256 +IMG_HEIGHT = 128 #Actual is 256 +IMG_WIDTH = 128 #Actual is 256 PIN_MEMORY = False LOAD_MODEL = False TRAINING_DIR = '/home/Student/s4583222/COMP3710/Images/Train' @@ -63,74 +63,20 @@ def forward_diffusion_to_image(image, t, device =DEVICE): x_2 = sqrt_one_minus_alpha_hat.to(device) * epsilon.to(device) return sqrt_alpha_hat.to(device) * image.to(device) + sqrt_one_minus_alpha_hat.to(device) * epsilon.to(device), epsilon.to(device) -def show_image(image, epoch, i, disc = "Blank"): - reverse_transforms = transforms.Compose([ - transforms.Lambda(lambda t: (t + 1) / 2), - transforms.Lambda(lambda t: t.permute(1, 2, 0)), # CHW to HWC - transforms.Lambda(lambda t: t * 255.), - transforms.Lambda(lambda t: t.numpy().astype(np.uint8)), - transforms.ToPILImage(), - ]) - # Take first image of batch - if len(image.shape) == 4: - image = image[0, :, :, :] - plt.imshow(reverse_transforms(image)) - plt.savefig(f"{epoch}_{i}_{disc}") - - def model_loss(model, image, t): noisy_image, actual_noise = forward_diffusion_to_image(image, t) #show_image(noisy_image.detach().cpu(), 0, 0) predicted_noise = model(noisy_image, t) loss = F.l1_loss(actual_noise, predicted_noise) return loss - -#--------------Predict stuff-------------------------# - - - -@torch.no_grad() -def sample_image_at_timestep(rand_noise, t, model): - - beta_time = index_list(BETA, t, rand_noise.shape) - sqrt_one_minus_alpha_hat_time = index_list(torch.sqrt(1. - ALPHA_HAT), t, rand_noise.shape) - sqrt_alpha_reciprical_time = index_list(SQRT_ALPHA_REC, t, rand_noise.shape) - prosterior_var_time = index_list(PROS_VAR, t, rand_noise.shape) - - predicted_noise = model(rand_noise, t) - mean = sqrt_alpha_reciprical_time * (rand_noise - beta_time * predicted_noise / sqrt_one_minus_alpha_hat_time) - if t == 0: - return mean - else: - noise = torch.randn_like(rand_noise) - return mean + torch.sqrt(prosterior_var_time) * noise - -@torch.no_grad() -def sample_image(epoch, i, model): - # for num in range(1,num_images_to_gen): - noise = torch.randn((1,3, IMG_HEIGHT, IMG_WIDTH), device=DEVICE) - plt.figure(figsize=(15,15)) - plt.axis('off') - num_images = 1 - stepsize = int(NOISE_STEP/num_images) - for ind in range(0, NOISE_STEP)[::-1]: - t = torch.full((1,), ind, device=DEVICE, dtype=torch.long) - noise = sample_image_at_timestep(noise, t, model) - # if ind % stepsize == 0: - # plt.subplot(1, num_images, int(ind/stepsize)+1) - show_image(noise.detach().cpu(), epoch, i, f"{ind}_backward") - - return -#--------------Predict stuff-------------------------# def training(): training_loader = get_data_loaders(TRAINING_DIR, BATCH_SIZE, NUM_WORKERS, PIN_MEMORY) model = UNETModel().to(DEVICE) + optimizer = optim.Adam(model.parameters(), LEARNING_RATE) if LOAD_MODEL: - model.load_state_dict(torch.load("Model.pt")) + model.load_state_dict(torch.load("Model_2.pt")) - optimizer = optim.Adam(model.parameters(), LEARNING_RATE) - vloss = [] #Training Loop @@ -147,15 +93,16 @@ def training(): #Save the model every 10 iterations in each epoch if epoch % 1 == 0 and i % 10 == 0: - torch.save(model.state_dict(), "Model.pt") + torch.save(model.state_dict(), "Model_2.pt") plot_v = torch.tensor(vloss, device='cpu') plt.title('Stable Diffusion Loss') plt.plot(plot_v, color = 'blue') plt.savefig('loss_plot') - if epoch % 5 == 0 and i == 0: - sample_image(epoch, i, model) + if epoch % 5 == 0 and i == 1: #Creates back up model in case other model saves incorrectly + #sample_image(epoch, i, model) print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") + torch.save(model.state_dict(), "Model_backup.pt") if __name__ == '__main__': training() \ No newline at end of file From 1861969b626e09bb9577c6dfa37cba5caffa0d62 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Sat, 15 Oct 2022 11:19:56 +1000 Subject: [PATCH 11/31] Adding 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zs)jR*8UQ6vk5>vL;4`flG2mkRs@xv1f|Qil-V5^3ewP$e= zybY}Ij*ikl(Fjq+Rh5lL3$N5=#Z;#kdWO^WrL=_0spNEN9h$u%y&IEojqVh!fnO?O^WBr z87WJ*T(|^Bo><26=|ID4umkUa-lG@Qg2yHGY&4Dim-~3O9P?t>!@tr-{ND-2zyAwx zg#VKc?0*m4bMO2wHLw4B=>9!)|1V#5`2V!S F{wJM3+sXg{ literal 0 HcmV?d00001 From f390de6b64f5974c6e8744c97d45ce1ae896e670 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Sat, 15 Oct 2022 11:34:44 +1000 Subject: [PATCH 12/31] Testing images --- recognition/s4583222_Solution/README.MD | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/recognition/s4583222_Solution/README.MD b/recognition/s4583222_Solution/README.MD index ff81018d0f..ac50285122 100644 --- a/recognition/s4583222_Solution/README.MD +++ b/recognition/s4583222_Solution/README.MD @@ -1,4 +1,4 @@ -# **Stable Diffusion on OASIS Brain Dataset** +# **Stable Diffusion on the OASIS Brain Dataset** **COMP3710 Report by Thomas Jellett (45832220)** ## **Stable Diffusion:** @@ -8,8 +8,8 @@ There are two main processes in diffusion, the ***Forward Diffusion Process*** a - **Forward Diffusion Process** is when noise is gradually added to the image until you get pure noise. And, - **Reverse Diffusion Process** is the learned process where a neural network is trained to denoise the image from pure noise to an actual image. -![Dog_diffusion](https://miro.medium.com/max/828/0*v12mDJwIKWn-_y8L.png) -Reference: https://towardsdatascience.com/stable-diffusion-best-open-source-version-of-dall-e-2-ebcdf1cb64bc +![Generated_brain](../Git%20images/455_0_0_backward.png) + ## **File Structure:** The code was written in python and has been split up into 4 files. Each file serves a different purpose. @@ -20,7 +20,7 @@ The code was written in python and has been split up into 4 files. Each file ser - **predict.py**: The predict file loads up a previously trained model and generates results. ## **Loading Training Data:** - +To load the Oasis Brain ## **UNET Model:** ## **Diffusion:** From f047a67349fb57ffba313f40bf108da16382493d Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Sat, 15 Oct 2022 11:36:17 +1000 Subject: [PATCH 13/31] Testing but with images in github --- .../s4583222_Solution/Git images/README.MD | 173 ++++++++++++++++++ 1 file changed, 173 insertions(+) create mode 100644 recognition/s4583222_Solution/Git images/README.MD diff --git a/recognition/s4583222_Solution/Git images/README.MD b/recognition/s4583222_Solution/Git images/README.MD new file mode 100644 index 0000000000..d3760d072a --- /dev/null +++ b/recognition/s4583222_Solution/Git images/README.MD @@ -0,0 +1,173 @@ +# **Stable Diffusion on the OASIS Brain Dataset** +**COMP3710 Report by Thomas Jellett (45832220)** + +## **Stable Diffusion:** +Diffusion Models are a generative model. They can be used to generate new data, similar to the data it was trained on. Diffusion is the process of detroying the training data through successive iterations of Gaussian noise. The Diffusion model then learns how to recover the data by reversing the noise. We can then generate images by passing randomly sampled noise (O'Connor, 2022). + +There are two main processes in diffusion, the ***Forward Diffusion Process*** and the ***Reverse Diffusion Process***. The math for both processes is very complex and long so I recommend either checking out the *Denoising Diffusion Probabilistic Models* [*Denoising Diffusion Probabilistic Models*](https://arxiv.org/pdf/2006.11239.pdf) paper or this [*Repository*](https://lilianweng.github.io/posts/2021-07-11-diffusion-models/) as both give an indepth explaination on the derivation of the maths. But to summarize, +- **Forward Diffusion Process** is when noise is gradually added to the image until you get pure noise. And, +- **Reverse Diffusion Process** is the learned process where a neural network is trained to denoise the image from pure noise to an actual image. + +![Generated_brain](https://github.com/s4583222/PatternFlow/tree/master/recognition/s4583222_Solution/Git%20images) + + +## **File Structure:** +The code was written in python and has been split up into 4 files. Each file serves a different purpose. + +- **modules.py**: Contains the code for the UNET Model and Diffusion process. +- **dataset.py**: Contains the functions and classes used to load and preprocess the image data. +- **train.py**: Contains the code for training, testing and saving the model. +- **predict.py**: The predict file loads up a previously trained model and generates results. + +## **Loading Training Data:** +To load the Oasis Brain +## **UNET Model:** + +## **Diffusion:** + +## **Training:** + +## **Issues:** + +## **Predict/Results:** + +## **Dependencies:** +The following packages were installed on conda and were used to run the code. +- _libgcc_mutex 0.1 main +- _openmp_mutex 5.1 1_gnu +- blas 1.0 mkl +- brotli 1.0.9 h5eee18b_7 +- brotli-bin 1.0.9 h5eee18b_7 +- brotlipy 0.7.0 py39h27cfd23_1003 +- bzip2 1.0.8 h7f98852_4 +- ca-certificates 2022.07.19 h06a4308_0 +- certifi 2022.9.24 py39h06a4308_0 +- cffi 1.15.1 py39h74dc2b5_0 +- charset-normalizer 2.0.4 pyhd3eb1b0_0 +- colorama 0.4.4 pyhd3eb1b0_0 +- conda 22.9.0 py39h06a4308_0 +- conda-content-trust 0.1.1 pyhd3eb1b0_0 +- conda-package-handling 1.9.0 py39h5eee18b_0 +- cryptography 37.0.1 py39h9ce1e76_0 +- cudatoolkit 11.3.1 h2bc3f7f_2 +- cycler 0.11.0 pyhd3eb1b0_0 +- dbus 1.13.18 hb2f20db_0 +- expat 2.4.9 h6a678d5_0 +- ffmpeg 4.3.2 hca11adc_0 +- fontconfig 2.13.1 h6c09931_0 +- fonttools 4.25.0 pyhd3eb1b0_0 +- freetype 2.11.0 h70c0345_0 +- future 0.18.2 py39h06a4308_1 +- giflib 5.2.1 h7b6447c_0 +- glib 2.69.1 h4ff587b_1 +- gmp 6.2.1 h58526e2_0 +- gnutls 3.6.13 h85f3911_1 +- gst-plugins-base 1.14.0 h8213a91_2 +- gstreamer 1.14.0 h28cd5cc_2 +- icu 58.2 he6710b0_3 +- idna 3.3 pyhd3eb1b0_0 +- intel-openmp 2021.4.0 h06a4308_3561 +- jpeg 9e h7f8727e_0 +- kiwisolver 1.4.2 py39h295c915_0 +- krb5 1.19.2 hac12032_0 +- lame 3.100 h7f98852_1001 +- lcms2 2.12 h3be6417_0 +- ld_impl_linux-64 2.38 h1181459_1 +- lerc 3.0 h295c915_0 +- libblas 3.9.0 12_linux64_mkl +- libbrotlicommon 1.0.9 h5eee18b_7 +- libbrotlidec 1.0.9 h5eee18b_7 +- libbrotlienc 1.0.9 h5eee18b_7 +- libcblas 3.9.0 12_linux64_mkl +- libclang 10.0.1 default_hb85057a_2 +- libdeflate 1.8 h7f8727e_5 +- libedit 3.1.20210910 h7f8727e_0 +- libevent 2.1.12 h8f2d780_0 +- libffi 3.3 he6710b0_2 +- libgcc-ng 11.2.0 h1234567_1 +- libgomp 11.2.0 h1234567_1 +- liblapack 3.9.0 12_linux64_mkl +- libllvm10 10.0.1 hbcb73fb_5 +- libpng 1.6.37 hbc83047_0 +- libpq 12.9 h16c4e8d_3 +- libprotobuf 3.16.0 h780b84a_0 +- libstdcxx-ng 11.2.0 h1234567_1 +- libtiff 4.4.0 hecacb30_0 +- libuuid 1.0.3 h7f8727e_2 +- libwebp 1.2.4 h11a3e52_0 +- libwebp-base 1.2.4 h5eee18b_0 +- libxcb 1.15 h7f8727e_0 +- libxkbcommon 1.0.1 hfa300c1_0 +- libxml2 2.9.14 h74e7548_0 +- libxslt 1.1.35 h4e12654_0 +- lz4-c 1.9.3 h295c915_1 +- matplotlib 3.5.2 py39h06a4308_0 +- matplotlib-base 3.5.2 py39hf590b9c_0 +- mkl 2021.4.0 h06a4308_640 +- mkl-service 2.4.0 py39h7f8727e_0 +- mkl_fft 1.3.1 py39hd3c417c_0 +- mkl_random 1.2.2 py39h51133e4_0 +- munkres 1.1.4 py_0 +- ncurses 6.3 h5eee18b_3 +- nettle 3.6 he412f7d_0 +- ninja 1.10.2 h06a4308_5 +- ninja-base 1.10.2 hd09550d_5 +- nspr 4.33 h295c915_0 +- nss 3.74 h0370c37_0 +- numpy 1.23.1 py39h6c91a56_0 +- numpy-base 1.23.1 py39ha15fc14_0 +- openh264 2.1.1 h4ff587b_0 +- openssl 1.1.1q h7f8727e_0 +- packaging 21.3 pyhd3eb1b0_0 +- pcre 8.45 h295c915_0 +- pillow 9.0.1 py39h22f2fdc_0 +- pip 22.2.2 py39h06a4308_0 +- ply 3.11 py39h06a4308_0 +- pycosat 0.6.3 py39h27cfd23_0 +- pycparser 2.21 pyhd3eb1b0_0 +- pyopenssl 22.0.0 pyhd3eb1b0_0 +- pyparsing 3.0.9 py39h06a4308_0 +- pyqt 5.15.7 py39h6a678d5_1 +- pyqt5-sip 12.11.0 py39h6a678d5_1 +- pysocks 1.7.1 py39h06a4308_0 +- python 3.9.12 h12debd9_0 +- python-dateutil 2.8.2 pyhd3eb1b0_0 +- python_abi 3.9 2_cp39 +- pytorch 1.12.1 py3.9_cuda11.3_cudnn8.3.2_0 +- pytorch-mutex 1.0 cuda +- qt-main 5.15.2 h327a75a_7 +- qt-webengine 5.15.9 hd2b0992_4 +- qtwebkit 5.212 h4eab89a_4 +- readline 8.1.2 h7f8727e_1 +- requests 2.28.1 py39h06a4308_0 +- ruamel_yaml 0.15.100 py39h27cfd23_0 +- setuptools 63.4.1 py39h06a4308_0 +- sip 6.6.2 py39h6a678d5_0 +- six 1.16.0 pyhd3eb1b0_1 +- sleef 3.5.1 h7f98852_1 +- sqlite 3.39.3 h5082296_0 +- tk 8.6.12 h1ccaba5_0 +- toml 0.10.2 pyhd3eb1b0_0 +- toolz 0.11.2 pyhd3eb1b0_0 +- torchaudio 0.12.1 py39_cu113 +- torchvision 0.13.1 py39_cu113 +- tornado 6.2 py39h5eee18b_0 +- tqdm 4.64.1 py39h06a4308_0 +- typing-extensions 4.3.0 py39h06a4308_0 +- typing_extensions 4.3.0 py39h06a4308_0 +- tzdata 2022c h04d1e81_0 +- urllib3 1.26.11 py39h06a4308_0 +- wheel 0.37.1 pyhd3eb1b0_0 +- x264 1!161.3030 h7f98852_1 +- xz 5.2.6 h5eee18b_0 +- yaml 0.2.5 h7b6447c_0 +- zlib 1.2.12 h5eee18b_3 +- zstd 1.5.2 ha4553b6_0 + +## **References:** + +(Nir Barazida, 2022) Towards Data Science (2022) Stable Diffusion: Best Open Source Version of DALL·E 2. Available at: https://towardsdatascience.com/stable-diffusion-best-open-source-version-of-dall-e-2-ebcdf1cb64bc + +(O'Connor, 2022) Assembly AI (2022). Introduction to Diffusion Models for Machine Learning. Available at: https://www.assemblyai.com/blog/diffusion-models-for-machine-learning-introduction/. + +‌ \ No newline at end of file From ef0924dd0af3ac5de35efd9f909285153779649a Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Sat, 15 Oct 2022 11:44:27 +1000 Subject: [PATCH 14/31] Images displaying on readme --- recognition/s4583222_Solution/README.MD | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/recognition/s4583222_Solution/README.MD b/recognition/s4583222_Solution/README.MD index ac50285122..e7273cc193 100644 --- a/recognition/s4583222_Solution/README.MD +++ b/recognition/s4583222_Solution/README.MD @@ -8,7 +8,7 @@ There are two main processes in diffusion, the ***Forward Diffusion Process*** a - **Forward Diffusion Process** is when noise is gradually added to the image until you get pure noise. And, - **Reverse Diffusion Process** is the learned process where a neural network is trained to denoise the image from pure noise to an actual image. -![Generated_brain](../Git%20images/455_0_0_backward.png) +![Generated_brain](https://github.com/s4583222/PatternFlow/blob/master/recognition/s4583222_Solution/Git%20images/455_0_0_backward.png?raw=true) ## **File Structure:** From 4d04f492147cbcc85a6309a47c47cc6bb86eba33 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Sat, 15 Oct 2022 11:46:48 +1000 Subject: [PATCH 15/31] smaller images for readme --- .../Git images/455_0_0_backward_smaller.png | Bin 0 -> 26113 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 recognition/s4583222_Solution/Git images/455_0_0_backward_smaller.png diff --git a/recognition/s4583222_Solution/Git images/455_0_0_backward_smaller.png b/recognition/s4583222_Solution/Git images/455_0_0_backward_smaller.png new file mode 100644 index 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zD=Hd%(ai7U6YH+i(7C8I0bu*10?iir4iFP;p+Qq+P}#9W(hjTt!w&|iEe5f$moYl$ z+-kUxVC0>|uG%KsZ;nlZmNiW7i6%?R9WEwsolj9-_+K7aOJ_f(^0pftH}|LU2I9{x zJfqjRw4_#i?usx*@-4N=w@Z?T7vohkf~Lc!-W~{(Ue{W`yl-^!G4yxHzGFc^MdSVr zDIofeJx;*j;akCv*lUNzDnmPFXhXv`-65BDicUm0Xt*>hMv+_9L>nQFvGc;=#zg3` zW`xNcF5?%M)|f28ESDOOzKH!Z)QT*&BV^=zb1onUh~t_8&S{elxz(_%IkDx!5H3_H zR)|^dW~6Z(aT0D0lZ?Av=DmjmA#S#!WJKWyM86|T0P8OEN6Rt#_NZIzUw)ZXajpxY*sj0Z5+O5mF$bj#Vk}C20I? z`f6|9I=^^13*-HK$Dj89HNfQmHR Date: Sat, 15 Oct 2022 11:57:26 +1000 Subject: [PATCH 16/31] Centering image --- recognition/s4583222_Solution/README.MD | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/recognition/s4583222_Solution/README.MD b/recognition/s4583222_Solution/README.MD index e7273cc193..b3279d0f7f 100644 --- a/recognition/s4583222_Solution/README.MD +++ b/recognition/s4583222_Solution/README.MD @@ -8,7 +8,9 @@ There are two main processes in diffusion, the ***Forward Diffusion Process*** a - **Forward Diffusion Process** is when noise is gradually added to the image until you get pure noise. And, - **Reverse Diffusion Process** is the learned process where a neural network is trained to denoise the image from pure noise to an actual image. -![Generated_brain](https://github.com/s4583222/PatternFlow/blob/master/recognition/s4583222_Solution/Git%20images/455_0_0_backward.png?raw=true) +

+ +

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7a8e1d512b9ce59098291780980f7ff1e31cfeb8 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Sun, 16 Oct 2022 15:09:18 +1000 Subject: [PATCH 25/31] More brain images --- .../Git images/12_0_0_backward_colour.png | Bin 0 -> 73899 bytes .../Git images/12_0_0_backward_gray.png | Bin 0 -> 119472 bytes .../Git images/21_0_0_backward_colour.png | Bin 0 -> 73364 bytes .../Git images/21_0_0_backward_gray.png | Bin 0 -> 112290 bytes .../Git images/28_0_0_backward_colour.png | Bin 0 -> 74103 bytes .../Git images/28_0_0_backward_gray.png | Bin 0 -> 121200 bytes .../Git images/2_0_0_backward_colour.png | Bin 0 -> 74908 bytes .../Git images/2_0_0_backward_gray.png | Bin 0 -> 113054 bytes .../Git images/3_0_0_backward_colour.png | Bin 0 -> 74818 bytes .../Git images/3_0_0_backward_gray.png | Bin 0 -> 120398 bytes 10 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 recognition/s4583222_Solution/Git images/12_0_0_backward_colour.png create mode 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zECeZ>6iw&)juOFxHWy}*!At;Q#iZjMe`6HsbG2C;zNCc@6P|J&VcFa(|JSGIKM-pF zo^|?cO`N&cXWG44Lc`9NWzPrISzFDS$@tNSi`+|Ysl~J2F3@t2N z)ZgbPmtlAi(w4YxliV}5dmV=^2iDE zzI!2dD@!ni8?-F_MG!*NfqF8{dyt8)vp5TLZLke_@5ZuTaBJJ;am3LjAA*Pltu4&n z3E2{-JTc^>7n@4@!F~}!+WL-amY7!9HncC0BnfQ<;Dy)6BDXlG6F_sVrOBmnA9T-p zko^FO0m*IKXZcTg%6_Oc;o&9rn40=O>-X?`vA_WA(<}z85#&p>T)qVqTg%R z;3(1S9K8tx-~eL4)}rN}m~4 zs>65`aMdr4Q1xD9OP)se1C<78#TAyyj%io?dT1kq-vyGaSca4xUsW=;Y_JYrq{=DZ z1M#Hpd>z1oqqc}C=BT~J*~2ef0}X?%Fzn32nC-ec=a@TI7lEvV0yfw%Fve06C1NG_ z`t5^UU40CNqsNl1Gl1f@!M|1ZgY4x9+}dN`H%MkKR@JdRc)Q1YxMx9Wue}7!s9?YF z9f%>CxHJ-4V^cH+46W-{oq*C?>IUpI*-vj41r@BqDMFv4A<6DNc^gbsA@=Sj@5k^J zOzyA2MAw)n1WXpd&;=dlT`|DHkhjP~bDqH{m%hue*Ebd F{|nq0gVq25 literal 0 HcmV?d00001 From 2d4eca7314e006964d2b10031afc58ea4f7d5098 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Sun, 16 Oct 2022 16:29:15 +1000 Subject: [PATCH 27/31] Updated README.MD --- recognition/s4583222_Solution/README.MD | 317 +++++++++++++++++++++++- 1 file changed, 305 insertions(+), 12 deletions(-) diff --git a/recognition/s4583222_Solution/README.MD b/recognition/s4583222_Solution/README.MD index b3279d0f7f..714cea94cf 100644 --- a/recognition/s4583222_Solution/README.MD +++ b/recognition/s4583222_Solution/README.MD @@ -1,4 +1,4 @@ -# **Stable Diffusion on the OASIS Brain Dataset** +# **Variant of Stable Diffusion on the OASIS Brain Dataset** **COMP3710 Report by Thomas Jellett (45832220)** ## **Stable Diffusion:** @@ -6,32 +6,319 @@ Diffusion Models are a generative model. They can be used to generate new data, There are two main processes in diffusion, the ***Forward Diffusion Process*** and the ***Reverse Diffusion Process***. The math for both processes is very complex and long so I recommend either checking out the *Denoising Diffusion Probabilistic Models* [*Denoising Diffusion Probabilistic Models*](https://arxiv.org/pdf/2006.11239.pdf) paper or this [*Repository*](https://lilianweng.github.io/posts/2021-07-11-diffusion-models/) as both give an indepth explaination on the derivation of the maths. But to summarize, - **Forward Diffusion Process** is when noise is gradually added to the image until you get pure noise. And, +

+ +

+ - **Reverse Diffusion Process** is the learned process where a neural network is trained to denoise the image from pure noise to an actual image.

- +

+Stable diffusion models are diffusion models but have a cross-attention layer in the model architecture. By introducting this layer, the generator can be turned into a more flexible generator (Rombach, 2022). However, the model created in this report differs from stable diffusion in that we are only reproducing images of brains so we do not need to be flexible in the images that we are generating. Thus, we can get rid of some complexity in our architecture. ## **File Structure:** The code was written in python and has been split up into 4 files. Each file serves a different purpose. -- **modules.py**: Contains the code for the UNET Model and Diffusion process. +- **modules.py**: Contains the code for the UNET Model. - **dataset.py**: Contains the functions and classes used to load and preprocess the image data. -- **train.py**: Contains the code for training, testing and saving the model. -- **predict.py**: The predict file loads up a previously trained model and generates results. +- **train.py**: Contains the code for training (forward process) and saving the model. +- **predict.py**: The predict file loads up a previously trained model and generates results (reverse process). + +## **Dataset:** +When the dataset is installed, the folder structure is + +- **keras_png_slices_seg_test** +- **keras_png_slices_seg_train** +- **keras_png_slices_seg_validate** +- **keras_png_slices_test** +- **keras_png_slices_train** +- **keras_png_slices_validate** + +The seg images were discarded since only images of brain scans are required to be generated. Therefore, the contents of **keras_png_slices_test**, **keras_png_slices_train**, and **keras_png_slices_validate** were copied into a folder called **Images**. This **Images** consisted of a **Train** subfolder which stored the 11,328 brain images. + +The Oasis Brain dataset was loaded using the ```get_data_loader(training_images, batch, workers, pin_mem)``` function. +```python +def get_data_loader(training_images, batch, workers, pin_mem): + transforms = torchvision.transforms.Compose([ + torchvision.transforms.Resize((IMG_SIZE,IMG_SIZE)), + torchvision.transforms.RandomHorizontalFlip(), + torchvision.transforms.ToTensor(), + torchvision.transforms.Lambda(lambda t: (t * 2) - 1) + ]) + training_dataset = BrainDataset(image_directory=training_images, transform=transforms) + training_loader = DataLoader(training_dataset, batch_size=batch, num_workers=workers, pin_memory=pin_mem, drop_last=True) + return training_loader +``` +The image directory is given to the function (as well as batch size, number of workers, and pin memory). The BrainDataset class then preprocesses the images. The images are first opened as RGB using the Pillow package. + +```python +from PIL import Image +image = Image.open(image_path).convert("RGB") +``` +The images are then transformed. +```python +transforms = torchvision.transforms.Compose([ + torchvision.transforms.Resize((IMG_SIZE,IMG_SIZE)), + torchvision.transforms.RandomHorizontalFlip(), + torchvision.transforms.ToTensor(), + torchvision.transforms.Lambda(lambda t: (t * 2) - 1) + ]) +``` +The images original size is 256x256, but because of memory issues the images were resized to 64x64 and the later to 128x128. The images are randomly flipped horizontally. The Pil images are convert to tensors. Finally they are also normalized. + +from ```torch.utils.data```, the transformed images are then passed to ```DataLoader```. +```python +training_dataset = BrainDataset(image_directory=training_images, transform=transforms) +training_loader = DataLoader(training_dataset, batch_size=batch, num_workers=workers, pin_memory=pin_mem, drop_last=True) +``` +The batch_size used was 64. The training can be sped up by increasing the batch size, however, if (number of images / batch_size) does not result in a real integer then the model will fail when training. To fix this set ```drop_last=True``` in the ```DataLoader```. + +## **Modules:** +Diffusion models are highly flexible in the sense that they allow any architecture as long as the dimensions of the input and the output remain the same. Therefore, the model chosen is a modified UNET architecture to predict the amount of noise in a given image. The model follows the basic architecture of a simple UNET, but within each level of the UNET we specify to the model the sinusoidal position embedding. + +The UNET chanels used was ```[64, 128, 256, 512, 1024]```. Increasing this would result in more effective training, but doing so might result in memory issues whilst training. Such issues occured whilst training. Thus, the size of the model had to be decreased to the chanels above. + +The total number of trainable parameters is +``` +Num params: 31141859 +``` + +```python +t = self.time_embedding(t) + +x1 = self.first_level(x, t) +x1_skip = x1 + +x2 = self.pool(x1) +x2 = self.second_level(x2, t) +x2_skip = x2 + +x3 = self.pool(x2) +x3 = self.third_level(x3, t) +x3_skip = x3 -## **Loading Training Data:** -To load the Oasis Brain -## **UNET Model:** +x4 = self.pool(x3) +x4 = self.fourth_level(x4, t) +x4_skip = x4 + +x_bottle = self.pool(x4) +x_bottle = self.bottle_neck(x_bottle, t) + +x5 = self.fifth_level_up(x_bottle) +x5 = torch.cat([x4_skip, x5], dim = 1) +x5 = self.fifth_level(x5, t) + +x6 = self.sixth_level_up(x5) +x6 = torch.cat([x3_skip, x6], dim = 1) +x6 = self.sixth_level(x6, t) + +x7 = self.seventh_level_up(x6) +x7 = torch.cat([x2_skip, x7], dim = 1) +x7 = self.seventh_level(x7, t) + +x8 = self.eigth_level_up(x7) +x8 = torch.cat([x1_skip, x8], dim = 1) +x8 = self.eigth_level(x8, t) + +output_x = self.last_conv(x8) +``` +Each level of the UNET consists of a "Block", and within each "Block" there is a convolution increase the number of channels (i.e. 126x126x3 -> 126x126x64), followed by a batch normalisation and a ReLU activation layer. Then we add the sinusoidal position embedding. Finally a second convolution layer, followed by another batch normalisation and ReLU activation layer. + +The model contraction path of the UNET is four levels of a block, skip connection and a max pool. The expantion path is then an upward convultion (upsample), skip connection concatenation and a block. -## **Diffusion:** ## **Training:** -## **Issues:** +The training file contains the functions for the noising (forward process), training, ploting the loss, and saving. For training, the maximum time step was set to 600 (```NOISE_STEP = 600```), this is much smaller than the suggested 1000 in the original paper. 600 was chosen because, as seen in the image below, after about 600~700 timesteps the original images is already complete destroyed. Thus, by making the timestep 1000 it would be harder to training the model to denoise the image. + +

+ +

+ +For training the loss function used was ```l1_loss``` and the optimizer used was ```optim.Adam```. + +```python +vloss = [] + +noisy_image, actual_noise = forward_diffusion_to_image(image, t) +predicted_noise = model(noisy_image, t) +loss = F.l1_loss(actual_noise, predicted_noise) +vloss.append(loss.item()) +``` +### **Plotting:** +The loss is appended to a list ```vloss```, this list is then plotted every 10 iterations within every epoch. The model was trained for approximately 205 epochs. The resulting plot of the loss is as below. + +

+ +

+(note: the x-axis is the all the iterations performed. Epoch = iteration/number of iterations in a batch, i.e. 205 = 36285/177) + +It can be observed from the plot that the loss rapidly optimizes itself within 5-10 epochs, after that it just fine tunes itself. +This can also be seen from the ```.out``` log below. + +``` +Epoch: 0 | iteration: 1 | Loss: 0.8565319776535034 +Epoch: 5 | iteration: 1 | Loss: 0.11129455268383026 +Epoch: 10 | iteration: 1 | Loss: 0.10953794419765472 +Epoch: 15 | iteration: 1 | Loss: 0.09719376266002655 +Epoch: 20 | iteration: 1 | Loss: 0.07053589820861816 +Epoch: 25 | iteration: 1 | Loss: 0.07387645542621613 +Epoch: 30 | iteration: 1 | Loss: 0.07491575181484222 +Epoch: 35 | iteration: 1 | Loss: 0.060492269694805145 +Epoch: 40 | iteration: 1 | Loss: 0.06895732879638672 +Epoch: 45 | iteration: 1 | Loss: 0.06820546090602875 +Epoch: 50 | iteration: 1 | Loss: 0.06779824942350388 +Epoch: 55 | iteration: 1 | Loss: 0.054499588906764984 +Epoch: 60 | iteration: 1 | Loss: 0.05144139379262924 +Epoch: 65 | iteration: 1 | Loss: 0.06103380024433136 +Epoch: 70 | iteration: 1 | Loss: 0.045349933207035065 +... +Epoch: 200 | iteration: 1 | Loss: 0.05957743152976036 +Epoch: 205 | iteration: 1 | Loss: 0.03544085845351219 +``` + +### **Saving:** +Within the training loop there are two instances where the model saves. The first instance occurs every 10 iterations in each epoch, the second occurs every 5 epochs in instance 1. This will result in slower training but they are saved to different files at different instances because if one model fails to save correctly there is at another model you can load up from 5 epochs ago. +```python +if epoch % 1 == 0 and i % 10 == 0: + torch.save(model.state_dict(), "Model_2.pt") + plot_v = torch.tensor(vloss, device='cpu') + plt.title('Stable Diffusion Loss') + plt.plot(plot_v, color = 'blue') + plt.savefig('loss_plot') + +if epoch % 5 == 0 and i == 1: + print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") + torch.save(model.state_dict(), "Model_backup.pt") +``` +### **Loading Model:** +If the training was to abruptly stop, simply set +```python +LOAD_MODEL = True +``` +and then set the following to read from the model file you wish to continue from +```python +if LOAD_MODEL: + model.load_state_dict(torch.load("Model_2.pt")) +``` +## **Predict:** +The predict file will generate images based on the weights of the trained model. To get started simply load up the model to load and change the number of image to be generated. +```python +model = UNETModel().to(DEVICE) +model.load_state_dict(torch.load("Model_2.pt")) +gen_images = 1 +``` +The denoising process is then applied to a random distribution of noise and an image is saved. When finished, ```Done!``` will be printed to ```.out```. + +Here are some of the results of the trained model. + +

+ +  + +  + +

+ +

+ +  + +  + +

+ +

+ +  + +  + +

-## **Predict/Results:** +The model is getting the shape of the brain to be correct in most cases, but the colour is sometimes off (e.g. a pink brain). A "bandaid" solution is to open the image after saving the colour version and then using the Pillow package open the image in grayscale ```.convert("L")``` and save the image again. +```python +im = Image.open(f"{epoch}_{i}_{disc}_colour.png").convert("L") +plt.imshow(im, cmap='gray') +plt.savefig(f"{epoch}_{i}_{disc}_gray") +``` +The result in doing so is as below. + +

+ +  + +  + +

+ +

+ +  + +  + +

+ +As observed from the images above, the images generated by the model are clearly brains, and although the results aren't identical to the Oasis data it can be concluded that they are pretty close/reasonably clear. + +## **Suggestions for Improvement:** +To address the "bandaid" solution it is suggested that inorder to not produce coloured brains, in the ```BrainDataset``` class in **dataset.py**, instead of loading the data in as RGB, instead load it in as L (grayscale). +```python +image = Image.open(image_path).convert("RGB") +``` +becomes +```python +image = Image.open(image_path).convert("L") +``` +A few other lines will need to be changed within the model such as the **first** and **final** convolution. But doing so will speedup training time and possibly produce more optimal results. + +Better results could also possibly be produced with larger images. Instead of 128x128 try 256x256 (original image size). In order to not have memory issues, the batch size may need to be decreased and doing so would result in a slower training speed, but should produce results more identical to the training set. + +## **Replication of Results:** +The model was trained using UQ's Rangpur. If able to sign ssh into Rangpur, the results can be replicated by placing the **modules.py**, **dataset.py**, **train.py**, **predict.py** files into a directory with the **Images** folder described earlier. + +Two ```.sh``` files are going to be created to run the jobs on the cluster. One for **train.py**, and one for **predict.py**. The contents of the two files are as below. +### **Train.sh:** +``` +#!/bin/bash +#SBATCH --partition=vgpu20 +#SBATCH --gres=gpu:1 +#SBATCH --job-name="StableDiff" +#SBATCH --output=R-%x.out +#SBATCH --error=R-%x.err + +module purge +module load cuda/11.4 +source YOUR_DIRECTORY/miniconda3/bin/activate +python3 train.py +``` + +### **Predict.sh:** +``` +#!/bin/bash +#SBATCH --partition=p100 +#SBATCH --gres=gpu:1 +#SBATCH --job-name="Predict" +#SBATCH --output=Pred-%x.out +#SBATCH --error=Pred-%x.err + +module purge +module load cuda/11.4 +source YOUR_DIRECTORY/miniconda3/bin/activate +python3 predict.py +``` + +In the terminal enter +``` +sbatch Train.sh +``` +and once enough epochs have passed, in the terminal enter +``` +sbatch Predict.sh +``` ## **Dependencies:** The following packages were installed on conda and were used to run the code. @@ -172,4 +459,10 @@ The following packages were installed on conda and were used to run the code. (O'Connor, 2022) Assembly AI (2022). Introduction to Diffusion Models for Machine Learning. Available at: https://www.assemblyai.com/blog/diffusion-models-for-machine-learning-introduction/. -‌ \ No newline at end of file +(Rombach, 2022) Rombach, R., Blattmann, A., Lorenz, D., Esser, P. and Ommer, B. (n.d.). High-Resolution Image Synthesis with Latent Diffusion Models. Available at: https://openaccess.thecvf.com/content/CVPR2022/papers/Rombach_High-Resolution_Image_Synthesis_With_Latent_Diffusion_Models_CVPR_2022_paper.pdf. +‌ +## **Acknowledgments:** + +DeepFindr, Diffusion Models from scratch in PyTorch +(DeepFindr, 2022) Diffusion Models from scratch in PyTorch. +Available at: https://colab.research.google.com/drive/1sjy9odlSSy0RBVgMTgP7s99NXsqglsUL?usp=sharing#scrollTo=HhIgGq3za0yh \ No newline at end of file From b5346867988093f5542c9b386a5b2490fcefeb20 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Sun, 16 Oct 2022 16:37:42 +1000 Subject: [PATCH 28/31] obvious spelling mistake --- recognition/s4583222_Solution/README.MD | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/recognition/s4583222_Solution/README.MD b/recognition/s4583222_Solution/README.MD index 714cea94cf..fc3ac88a63 100644 --- a/recognition/s4583222_Solution/README.MD +++ b/recognition/s4583222_Solution/README.MD @@ -153,7 +153,7 @@ The loss is appended to a list ```vloss```, this list is then plotted every 10 i

-(note: the x-axis is the all the iterations performed. Epoch = iteration/number of iterations in a batch, i.e. 205 = 36285/177) +(note: the x-axis is all the iterations performed. Epoch = iteration/number of iterations in a batch, i.e. 205 = 36285/177) It can be observed from the plot that the loss rapidly optimizes itself within 5-10 epochs, after that it just fine tunes itself. This can also be seen from the ```.out``` log below. From 9483e13487f5a9d02e56f59b8e17a264c8c4392f Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Sun, 16 Oct 2022 16:38:14 +1000 Subject: [PATCH 29/31] obvious spelling mistake --- .../s4583222_Solution/Git images/README.MD | 319 +++++++++++++++++- 1 file changed, 307 insertions(+), 12 deletions(-) diff --git a/recognition/s4583222_Solution/Git images/README.MD b/recognition/s4583222_Solution/Git images/README.MD index d3760d072a..fc3ac88a63 100644 --- a/recognition/s4583222_Solution/Git images/README.MD +++ b/recognition/s4583222_Solution/Git images/README.MD @@ -1,4 +1,4 @@ -# **Stable Diffusion on the OASIS Brain Dataset** +# **Variant of Stable Diffusion on the OASIS Brain Dataset** **COMP3710 Report by Thomas Jellett (45832220)** ## **Stable Diffusion:** @@ -6,30 +6,319 @@ Diffusion Models are a generative model. They can be used to generate new data, There are two main processes in diffusion, the ***Forward Diffusion Process*** and the ***Reverse Diffusion Process***. The math for both processes is very complex and long so I recommend either checking out the *Denoising Diffusion Probabilistic Models* [*Denoising Diffusion Probabilistic Models*](https://arxiv.org/pdf/2006.11239.pdf) paper or this [*Repository*](https://lilianweng.github.io/posts/2021-07-11-diffusion-models/) as both give an indepth explaination on the derivation of the maths. But to summarize, - **Forward Diffusion Process** is when noise is gradually added to the image until you get pure noise. And, +

+ +

+ - **Reverse Diffusion Process** is the learned process where a neural network is trained to denoise the image from pure noise to an actual image. -![Generated_brain](https://github.com/s4583222/PatternFlow/tree/master/recognition/s4583222_Solution/Git%20images) +

+ +

+Stable diffusion models are diffusion models but have a cross-attention layer in the model architecture. By introducting this layer, the generator can be turned into a more flexible generator (Rombach, 2022). However, the model created in this report differs from stable diffusion in that we are only reproducing images of brains so we do not need to be flexible in the images that we are generating. Thus, we can get rid of some complexity in our architecture. ## **File Structure:** The code was written in python and has been split up into 4 files. Each file serves a different purpose. -- **modules.py**: Contains the code for the UNET Model and Diffusion process. +- **modules.py**: Contains the code for the UNET Model. - **dataset.py**: Contains the functions and classes used to load and preprocess the image data. -- **train.py**: Contains the code for training, testing and saving the model. -- **predict.py**: The predict file loads up a previously trained model and generates results. +- **train.py**: Contains the code for training (forward process) and saving the model. +- **predict.py**: The predict file loads up a previously trained model and generates results (reverse process). + +## **Dataset:** +When the dataset is installed, the folder structure is + +- **keras_png_slices_seg_test** +- **keras_png_slices_seg_train** +- **keras_png_slices_seg_validate** +- **keras_png_slices_test** +- **keras_png_slices_train** +- **keras_png_slices_validate** + +The seg images were discarded since only images of brain scans are required to be generated. Therefore, the contents of **keras_png_slices_test**, **keras_png_slices_train**, and **keras_png_slices_validate** were copied into a folder called **Images**. This **Images** consisted of a **Train** subfolder which stored the 11,328 brain images. + +The Oasis Brain dataset was loaded using the ```get_data_loader(training_images, batch, workers, pin_mem)``` function. +```python +def get_data_loader(training_images, batch, workers, pin_mem): + transforms = torchvision.transforms.Compose([ + torchvision.transforms.Resize((IMG_SIZE,IMG_SIZE)), + torchvision.transforms.RandomHorizontalFlip(), + torchvision.transforms.ToTensor(), + torchvision.transforms.Lambda(lambda t: (t * 2) - 1) + ]) + training_dataset = BrainDataset(image_directory=training_images, transform=transforms) + training_loader = DataLoader(training_dataset, batch_size=batch, num_workers=workers, pin_memory=pin_mem, drop_last=True) + return training_loader +``` +The image directory is given to the function (as well as batch size, number of workers, and pin memory). The BrainDataset class then preprocesses the images. The images are first opened as RGB using the Pillow package. + +```python +from PIL import Image +image = Image.open(image_path).convert("RGB") +``` +The images are then transformed. +```python +transforms = torchvision.transforms.Compose([ + torchvision.transforms.Resize((IMG_SIZE,IMG_SIZE)), + torchvision.transforms.RandomHorizontalFlip(), + torchvision.transforms.ToTensor(), + torchvision.transforms.Lambda(lambda t: (t * 2) - 1) + ]) +``` +The images original size is 256x256, but because of memory issues the images were resized to 64x64 and the later to 128x128. The images are randomly flipped horizontally. The Pil images are convert to tensors. Finally they are also normalized. + +from ```torch.utils.data```, the transformed images are then passed to ```DataLoader```. +```python +training_dataset = BrainDataset(image_directory=training_images, transform=transforms) +training_loader = DataLoader(training_dataset, batch_size=batch, num_workers=workers, pin_memory=pin_mem, drop_last=True) +``` +The batch_size used was 64. The training can be sped up by increasing the batch size, however, if (number of images / batch_size) does not result in a real integer then the model will fail when training. To fix this set ```drop_last=True``` in the ```DataLoader```. + +## **Modules:** +Diffusion models are highly flexible in the sense that they allow any architecture as long as the dimensions of the input and the output remain the same. Therefore, the model chosen is a modified UNET architecture to predict the amount of noise in a given image. The model follows the basic architecture of a simple UNET, but within each level of the UNET we specify to the model the sinusoidal position embedding. + +The UNET chanels used was ```[64, 128, 256, 512, 1024]```. Increasing this would result in more effective training, but doing so might result in memory issues whilst training. Such issues occured whilst training. Thus, the size of the model had to be decreased to the chanels above. + +The total number of trainable parameters is +``` +Num params: 31141859 +``` + +```python +t = self.time_embedding(t) + +x1 = self.first_level(x, t) +x1_skip = x1 -## **Loading Training Data:** -To load the Oasis Brain -## **UNET Model:** +x2 = self.pool(x1) +x2 = self.second_level(x2, t) +x2_skip = x2 + +x3 = self.pool(x2) +x3 = self.third_level(x3, t) +x3_skip = x3 + +x4 = self.pool(x3) +x4 = self.fourth_level(x4, t) +x4_skip = x4 + +x_bottle = self.pool(x4) +x_bottle = self.bottle_neck(x_bottle, t) + +x5 = self.fifth_level_up(x_bottle) +x5 = torch.cat([x4_skip, x5], dim = 1) +x5 = self.fifth_level(x5, t) + +x6 = self.sixth_level_up(x5) +x6 = torch.cat([x3_skip, x6], dim = 1) +x6 = self.sixth_level(x6, t) + +x7 = self.seventh_level_up(x6) +x7 = torch.cat([x2_skip, x7], dim = 1) +x7 = self.seventh_level(x7, t) + +x8 = self.eigth_level_up(x7) +x8 = torch.cat([x1_skip, x8], dim = 1) +x8 = self.eigth_level(x8, t) + +output_x = self.last_conv(x8) +``` +Each level of the UNET consists of a "Block", and within each "Block" there is a convolution increase the number of channels (i.e. 126x126x3 -> 126x126x64), followed by a batch normalisation and a ReLU activation layer. Then we add the sinusoidal position embedding. Finally a second convolution layer, followed by another batch normalisation and ReLU activation layer. + +The model contraction path of the UNET is four levels of a block, skip connection and a max pool. The expantion path is then an upward convultion (upsample), skip connection concatenation and a block. -## **Diffusion:** ## **Training:** -## **Issues:** +The training file contains the functions for the noising (forward process), training, ploting the loss, and saving. For training, the maximum time step was set to 600 (```NOISE_STEP = 600```), this is much smaller than the suggested 1000 in the original paper. 600 was chosen because, as seen in the image below, after about 600~700 timesteps the original images is already complete destroyed. Thus, by making the timestep 1000 it would be harder to training the model to denoise the image. + +

+ +

+ +For training the loss function used was ```l1_loss``` and the optimizer used was ```optim.Adam```. -## **Predict/Results:** +```python +vloss = [] + +noisy_image, actual_noise = forward_diffusion_to_image(image, t) +predicted_noise = model(noisy_image, t) +loss = F.l1_loss(actual_noise, predicted_noise) +vloss.append(loss.item()) +``` +### **Plotting:** +The loss is appended to a list ```vloss```, this list is then plotted every 10 iterations within every epoch. The model was trained for approximately 205 epochs. The resulting plot of the loss is as below. + +

+ +

+(note: the x-axis is all the iterations performed. Epoch = iteration/number of iterations in a batch, i.e. 205 = 36285/177) + +It can be observed from the plot that the loss rapidly optimizes itself within 5-10 epochs, after that it just fine tunes itself. +This can also be seen from the ```.out``` log below. + +``` +Epoch: 0 | iteration: 1 | Loss: 0.8565319776535034 +Epoch: 5 | iteration: 1 | Loss: 0.11129455268383026 +Epoch: 10 | iteration: 1 | Loss: 0.10953794419765472 +Epoch: 15 | iteration: 1 | Loss: 0.09719376266002655 +Epoch: 20 | iteration: 1 | Loss: 0.07053589820861816 +Epoch: 25 | iteration: 1 | Loss: 0.07387645542621613 +Epoch: 30 | iteration: 1 | Loss: 0.07491575181484222 +Epoch: 35 | iteration: 1 | Loss: 0.060492269694805145 +Epoch: 40 | iteration: 1 | Loss: 0.06895732879638672 +Epoch: 45 | iteration: 1 | Loss: 0.06820546090602875 +Epoch: 50 | iteration: 1 | Loss: 0.06779824942350388 +Epoch: 55 | iteration: 1 | Loss: 0.054499588906764984 +Epoch: 60 | iteration: 1 | Loss: 0.05144139379262924 +Epoch: 65 | iteration: 1 | Loss: 0.06103380024433136 +Epoch: 70 | iteration: 1 | Loss: 0.045349933207035065 +... +Epoch: 200 | iteration: 1 | Loss: 0.05957743152976036 +Epoch: 205 | iteration: 1 | Loss: 0.03544085845351219 +``` + +### **Saving:** +Within the training loop there are two instances where the model saves. The first instance occurs every 10 iterations in each epoch, the second occurs every 5 epochs in instance 1. This will result in slower training but they are saved to different files at different instances because if one model fails to save correctly there is at another model you can load up from 5 epochs ago. +```python +if epoch % 1 == 0 and i % 10 == 0: + torch.save(model.state_dict(), "Model_2.pt") + plot_v = torch.tensor(vloss, device='cpu') + plt.title('Stable Diffusion Loss') + plt.plot(plot_v, color = 'blue') + plt.savefig('loss_plot') + +if epoch % 5 == 0 and i == 1: + print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") + torch.save(model.state_dict(), "Model_backup.pt") +``` +### **Loading Model:** +If the training was to abruptly stop, simply set +```python +LOAD_MODEL = True +``` +and then set the following to read from the model file you wish to continue from +```python +if LOAD_MODEL: + model.load_state_dict(torch.load("Model_2.pt")) +``` +## **Predict:** +The predict file will generate images based on the weights of the trained model. To get started simply load up the model to load and change the number of image to be generated. +```python +model = UNETModel().to(DEVICE) +model.load_state_dict(torch.load("Model_2.pt")) +gen_images = 1 +``` +The denoising process is then applied to a random distribution of noise and an image is saved. When finished, ```Done!``` will be printed to ```.out```. + +Here are some of the results of the trained model. + +

+ +  + +  + +

+ +

+ +  + +  + +

+ +

+ +  + +  + +

+ +The model is getting the shape of the brain to be correct in most cases, but the colour is sometimes off (e.g. a pink brain). A "bandaid" solution is to open the image after saving the colour version and then using the Pillow package open the image in grayscale ```.convert("L")``` and save the image again. +```python +im = Image.open(f"{epoch}_{i}_{disc}_colour.png").convert("L") +plt.imshow(im, cmap='gray') +plt.savefig(f"{epoch}_{i}_{disc}_gray") +``` +The result in doing so is as below. + +

+ +  + +  + +

+ +

+ +  + +  + +

+ +As observed from the images above, the images generated by the model are clearly brains, and although the results aren't identical to the Oasis data it can be concluded that they are pretty close/reasonably clear. + +## **Suggestions for Improvement:** +To address the "bandaid" solution it is suggested that inorder to not produce coloured brains, in the ```BrainDataset``` class in **dataset.py**, instead of loading the data in as RGB, instead load it in as L (grayscale). +```python +image = Image.open(image_path).convert("RGB") +``` +becomes +```python +image = Image.open(image_path).convert("L") +``` +A few other lines will need to be changed within the model such as the **first** and **final** convolution. But doing so will speedup training time and possibly produce more optimal results. + +Better results could also possibly be produced with larger images. Instead of 128x128 try 256x256 (original image size). In order to not have memory issues, the batch size may need to be decreased and doing so would result in a slower training speed, but should produce results more identical to the training set. + +## **Replication of Results:** +The model was trained using UQ's Rangpur. If able to sign ssh into Rangpur, the results can be replicated by placing the **modules.py**, **dataset.py**, **train.py**, **predict.py** files into a directory with the **Images** folder described earlier. + +Two ```.sh``` files are going to be created to run the jobs on the cluster. One for **train.py**, and one for **predict.py**. The contents of the two files are as below. +### **Train.sh:** +``` +#!/bin/bash +#SBATCH --partition=vgpu20 +#SBATCH --gres=gpu:1 +#SBATCH --job-name="StableDiff" +#SBATCH --output=R-%x.out +#SBATCH --error=R-%x.err + +module purge +module load cuda/11.4 +source YOUR_DIRECTORY/miniconda3/bin/activate +python3 train.py +``` + +### **Predict.sh:** +``` +#!/bin/bash +#SBATCH --partition=p100 +#SBATCH --gres=gpu:1 +#SBATCH --job-name="Predict" +#SBATCH --output=Pred-%x.out +#SBATCH --error=Pred-%x.err + +module purge +module load cuda/11.4 +source YOUR_DIRECTORY/miniconda3/bin/activate +python3 predict.py +``` + +In the terminal enter +``` +sbatch Train.sh +``` +and once enough epochs have passed, in the terminal enter +``` +sbatch Predict.sh +``` ## **Dependencies:** The following packages were installed on conda and were used to run the code. @@ -170,4 +459,10 @@ The following packages were installed on conda and were used to run the code. (O'Connor, 2022) Assembly AI (2022). Introduction to Diffusion Models for Machine Learning. Available at: https://www.assemblyai.com/blog/diffusion-models-for-machine-learning-introduction/. -‌ \ No newline at end of file +(Rombach, 2022) Rombach, R., Blattmann, A., Lorenz, D., Esser, P. and Ommer, B. (n.d.). High-Resolution Image Synthesis with Latent Diffusion Models. Available at: https://openaccess.thecvf.com/content/CVPR2022/papers/Rombach_High-Resolution_Image_Synthesis_With_Latent_Diffusion_Models_CVPR_2022_paper.pdf. +‌ +## **Acknowledgments:** + +DeepFindr, Diffusion Models from scratch in PyTorch +(DeepFindr, 2022) Diffusion Models from scratch in PyTorch. +Available at: https://colab.research.google.com/drive/1sjy9odlSSy0RBVgMTgP7s99NXsqglsUL?usp=sharing#scrollTo=HhIgGq3za0yh \ No newline at end of file From baf681fa09960eca3f4fff681fefa3b6a9dfe622 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Sun, 16 Oct 2022 17:47:43 +1000 Subject: [PATCH 30/31] Commenting my code --- recognition/s4583222_Solution/README.MD | 5 +- recognition/s4583222_Solution/dataset.py | 36 ++++++---- recognition/s4583222_Solution/modules.py | 50 ++++++++----- recognition/s4583222_Solution/predict.py | 90 ++++++++++++++---------- recognition/s4583222_Solution/train.py | 88 ++++++++++------------- 5 files changed, 149 insertions(+), 120 deletions(-) diff --git a/recognition/s4583222_Solution/README.MD b/recognition/s4583222_Solution/README.MD index fc3ac88a63..76409810ea 100644 --- a/recognition/s4583222_Solution/README.MD +++ b/recognition/s4583222_Solution/README.MD @@ -465,4 +465,7 @@ The following packages were installed on conda and were used to run the code. DeepFindr, Diffusion Models from scratch in PyTorch (DeepFindr, 2022) Diffusion Models from scratch in PyTorch. -Available at: https://colab.research.google.com/drive/1sjy9odlSSy0RBVgMTgP7s99NXsqglsUL?usp=sharing#scrollTo=HhIgGq3za0yh \ No newline at end of file +Available at: https://colab.research.google.com/drive/1sjy9odlSSy0RBVgMTgP7s99NXsqglsUL?usp=sharing#scrollTo=HhIgGq3za0yh + +(Rogge, 2022) Niels Rogge and Kashif Rasul. Hugging Face (2022) The Annotated Diffusion Model +Available at: https://huggingface.co/blog/annotated-diffusion \ No newline at end of file diff --git a/recognition/s4583222_Solution/dataset.py b/recognition/s4583222_Solution/dataset.py index c14a177cf3..3612849267 100644 --- a/recognition/s4583222_Solution/dataset.py +++ b/recognition/s4583222_Solution/dataset.py @@ -4,14 +4,16 @@ from PIL import Image from torch.utils.data import Dataset import numpy as np - from torch.utils.data import DataLoader -training_images = '/home/Student/s4583222/COMP3710/Images/Train' -IMG_SIZE = 128 +training_images = '/home/Student/s4583222/COMP3710/Images/Train' #Directory of the training brain images +IMG_SIZE = 128 #Size to rescale the images to -#Class for Brain Dataset. We do not care about the masked images class BrainDataset(Dataset): + """ + Class to preprocess the Oasis Brain Dataset. + We do not want to include any of the brain masks + """ def __init__(self, image_directory, transform = None): self.image_directory = image_directory self.transform = transform @@ -21,22 +23,26 @@ def __len__(self): return len(self.images) def __getitem__(self, index): - image_path = os.path.join(self.image_directory, self.images[index]) #Masks have same name as images - # image = np.array(Image.open(image_path).convert("RGB")) - image = Image.open(image_path).convert("RGB") + image_path = os.path.join(self.image_directory, self.images[index]) + image = Image.open(image_path).convert("RGB")#Open image as RGB if self.transform is not None: - image = self.transform(image) + image = self.transform(image)#Perform transforms on the image return image def get_data_loaders(training_images, batch, workers, pin_mem): + """ + Given the training image path, batch size, number of workers, and pin memory status. + This function creates the transforms for each image, transforms the image, and then passes it to DataLoader. + The function then returns the data loader for the training images. + """ transforms = torchvision.transforms.Compose([ - torchvision.transforms.Resize((IMG_SIZE,IMG_SIZE)), - torchvision.transforms.RandomHorizontalFlip(), - torchvision.transforms.ToTensor(), - torchvision.transforms.Lambda(lambda t: (t * 2) - 1) + torchvision.transforms.Resize((IMG_SIZE,IMG_SIZE)),#Resize the images + torchvision.transforms.RandomHorizontalFlip(),#Randomly flip image + torchvision.transforms.ToTensor(),#Convert to a tensor + torchvision.transforms.Lambda(lambda t: (t * 2) - 1)#Normalise ]) - training_dataset = BrainDataset(image_directory=training_images, transform=transforms) - training_loader = DataLoader(training_dataset, batch_size=batch, num_workers=workers, pin_memory=pin_mem, drop_last=True) - return training_loader \ No newline at end of file + training_dataset = BrainDataset(image_directory=training_images, transform=transforms)#Transform image + training_loader = DataLoader(training_dataset, batch_size=batch, num_workers=workers, pin_memory=pin_mem, drop_last=True)#Pass transformed images to DataLoader + return training_loader #Return the data loader for the training images. \ No newline at end of file diff --git a/recognition/s4583222_Solution/modules.py b/recognition/s4583222_Solution/modules.py index 373676fcaf..c0813eb537 100644 --- a/recognition/s4583222_Solution/modules.py +++ b/recognition/s4583222_Solution/modules.py @@ -8,9 +8,12 @@ IMG_SIZE = 256 -#--------------UNET------------------# - class PositionEmbedding(nn.Module): + """ + Takes a tensor of size (batch size, 1) and transforms it into a tensor of size (batch size, time_emb) + Acknowledgment From: + https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/annotated_diffusion.ipynb#scrollTo=592aa765 + """ def __init__(self, time_emb): super().__init__() self.time_emb = time_emb @@ -20,9 +23,8 @@ def __init__(self, time_emb): def forward(self, time): # time = time.to(DEVICE) device = time.device - half = self.time_emb // 2 - embed = math.log(10000) / (half - 1) - embed = torch.exp(torch.arange(half, device=device) * - embed) + embed = math.log(10000) / ((self.time_emb // 2) - 1) + embed = torch.exp(torch.arange((self.time_emb // 2), device=device) * - embed) embed = time[:, None] * embed[None, :] position_encode = torch.cat((embed.sin(), embed.cos()), dim = -1) position_encode = self.linear(position_encode) @@ -30,6 +32,9 @@ def forward(self, time): return position_encode class Block(nn.Module): + """ + This is a residual block of the UNET. Both Contraction and Expansion path uses this block. + """ def __init__(self, in_chan, out_chan, time_emb): super().__init__() self.relu = nn.ReLU() @@ -54,6 +59,9 @@ def forward(self, x, t): class UNETModel(nn.Module): + """ + Modified UNET model with Sinusoidal Position Embedding + """ def __init__(self, in_chan = 3, out_chan = 3, device = DEVICE): super().__init__() self.device = device @@ -63,13 +71,16 @@ def __init__(self, in_chan = 3, out_chan = 3, device = DEVICE): self.pool = nn.MaxPool2d(kernel_size=2, stride=2) self.time_embedding = PositionEmbedding(time_dimension) + #Contraction Path self.first_level = Block(in_chan, 64, time_dimension) self.second_level = Block(64, 128, time_dimension) self.third_level = Block(128, 256, time_dimension) self.fourth_level = Block(256, 512, time_dimension) + #Bottle neck (floor) self.bottle_neck = Block(512, 1024, time_dimension) + #Expansion path self.fifth_level_up = nn.ConvTranspose2d(1024, 512, kernel_size=2, stride=2) self.fifth_level = Block(1024, 512, time_dimension) self.sixth_level_up = nn.ConvTranspose2d(512, 256, kernel_size=2, stride=2) @@ -79,45 +90,46 @@ def __init__(self, in_chan = 3, out_chan = 3, device = DEVICE): self.eigth_level_up = nn.ConvTranspose2d(128, 64, kernel_size=2, stride=2) self.eigth_level = Block(128, 64, time_dimension) + #Final Conv self.last_conv = nn.Conv2d(64, out_chan, kernel_size=1) def forward(self, x, t): t = self.time_embedding(t) - x1 = self.first_level(x, t) - x1_skip = x1 + x1 = self.first_level(x, t)#First residual block + x1_skip = x1#Skip connection - x2 = self.pool(x1) - x2 = self.second_level(x2, t) + x2 = self.pool(x1)#Maxpool + x2 = self.second_level(x2, t)#Second residual block x2_skip = x2 x3 = self.pool(x2) - x3 = self.third_level(x3, t) + x3 = self.third_level(x3, t)#Third residual block x3_skip = x3 x4 = self.pool(x3) - x4 = self.fourth_level(x4, t) + x4 = self.fourth_level(x4, t)#Fourth residual block x4_skip = x4 x_bottle = self.pool(x4) - x_bottle = self.bottle_neck(x_bottle, t) + x_bottle = self.bottle_neck(x_bottle, t)#Double conv with time embedding - x5 = self.fifth_level_up(x_bottle) - x5 = torch.cat([x4_skip, x5], dim = 1) - x5 = self.fifth_level(x5, t) + x5 = self.fifth_level_up(x_bottle)#Upsample + x5 = torch.cat([x4_skip, x5], dim = 1)#Concat with skip connection + x5 = self.fifth_level(x5, t)#Fifth residual block x6 = self.sixth_level_up(x5) x6 = torch.cat([x3_skip, x6], dim = 1) - x6 = self.sixth_level(x6, t) + x6 = self.sixth_level(x6, t)#Sixth residual block x7 = self.seventh_level_up(x6) x7 = torch.cat([x2_skip, x7], dim = 1) - x7 = self.seventh_level(x7, t) + x7 = self.seventh_level(x7, t)#Seventh residual block x8 = self.eigth_level_up(x7) x8 = torch.cat([x1_skip, x8], dim = 1) - x8 = self.eigth_level(x8, t) + x8 = self.eigth_level(x8, t)#Eigth residual block - output_x = self.last_conv(x8) + output_x = self.last_conv(x8)#Final convolution, output image is the same dimensions as input return output_x \ No newline at end of file diff --git a/recognition/s4583222_Solution/predict.py b/recognition/s4583222_Solution/predict.py index 7ae7b99d69..423db75c89 100644 --- a/recognition/s4583222_Solution/predict.py +++ b/recognition/s4583222_Solution/predict.py @@ -1,12 +1,3 @@ -# COMP3710 Pattern Recognition Lab Assignment -# By Thomas Jellett (s4583222) -# HARD DIFFICULTY -# Create a generative model of the OASIS brain using stable diffusion that -# has a “reasonably clear image.” - -# File: predict.py -# Description: Loads in a trained model and then generates images from it - import os import torch import torchvision @@ -26,38 +17,60 @@ IMG_WIDTH = 128 #Actual is 256 TRAINING_DIR = '/home/Student/s4583222/COMP3710/Images/Train' -NOISE_STEP = 600 +NOISE_STEP = 600 #How many timesteps we want to destroy an image -BETA = torch.linspace(0.0001, 0.02, NOISE_STEP) +BETA = torch.linspace(0.0001, 0.02, NOISE_STEP) #Linear beta schedule ALPHA = 1. - BETA ALPHA_HAT = torch.cumprod(ALPHA, axis=0) #alpha hat is the cumulative product of alpha -ALPHA_HAT_PREV = F.pad(ALPHA_HAT[:-1], (1,0), value=1.0) -SQRT_ALPHA_REC = torch.sqrt(1.0/ALPHA) -PROS_VAR = BETA * (1. - ALPHA_HAT_PREV)/(1. - ALPHA_HAT) +ALPHA_HAT_PREV = F.pad(ALPHA_HAT[:-1], (1,0), value=1.0) #Previous alpha hat +SQRT_ALPHA_REC = torch.sqrt(1.0/ALPHA) #Square root of the reciprical of alpha +PROS_VAR = BETA * (1. - ALPHA_HAT_PREV)/(1. - ALPHA_HAT) #Calculation for the posterior def index_list(vals, t, x_shape): + """ + Returns the time index for a batch + Acknowledgment From: + https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/annotated_diffusion.ipynb#scrollTo=592aa765 + """ batch_size = t.shape[0] out = vals.gather(-1,t.cpu()) out = out.reshape(batch_size, *((1,)*(len(x_shape)-1))).to(t.device) return out def show_image(image, epoch, i, disc = "Blank"): + """ + Takes in an image tensor and converts it to an image. The image will be coloured so it will save it and open the image again to + convert it to a grayscale image. This image is them saved + Acknowledgment From: + https://colab.research.google.com/drive/1sjy9odlSSy0RBVgMTgP7s99NXsqglsUL?usp=sharing#scrollTo=Rj17psVw7Shg + """ reverse_transforms = transforms.Compose([ - transforms.Lambda(lambda t: (t + 1) / 2), - transforms.Lambda(lambda t: t.permute(1, 2, 0)), # CHW to HWC - transforms.Lambda(lambda t: t * 255.), - transforms.Lambda(lambda t: t.numpy().astype(np.uint8)), - transforms.ToPILImage(), + transforms.Lambda(lambda t: (t + 1) / 2), #Renormalise tensor + transforms.Lambda(lambda t: t.permute(1, 2, 0)), #Move chanels to the back + transforms.Lambda(lambda t: t * 255.),#Get pixels back to colour + transforms.Lambda(lambda t: t.numpy().astype(np.uint8)),#Convert to numpy array + transforms.ToPILImage(),#Convert to image ]) - # Take first image of batch - if len(image.shape) == 4: + + if len(image.shape) == 4:# Take first image of batch image = image[0, :, :, :] + plt.imshow(reverse_transforms(image)) - plt.savefig(f"{epoch}_{i}_{disc}") + plt.savefig(f"{epoch}_{i}_{disc}_colour") #Saves coloured brain image + im = Image.open(f"{epoch}_{i}_{disc}_colour.png").convert("L") #Opens coloured brain image as gray scale + plt.imshow(im, cmap='gray') + plt.savefig(f"{epoch}_{i}_{disc}_gray")#Saves grayscale image -@torch.no_grad() -def sample_image_at_timestep(rand_noise, t, model): + + +@torch.no_grad() #Required so the weights of previous images does not effect the image we are generating +def sample_image_at_timestep(rand_noise, t, model): + """ + Returns the time index for a batch + Acknowledgment From: + https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/annotated_diffusion.ipynb#scrollTo=592aa765 + """ beta_time = index_list(BETA, t, rand_noise.shape) sqrt_one_minus_alpha_hat_time = index_list(torch.sqrt(1. - ALPHA_HAT), t, rand_noise.shape) sqrt_alpha_reciprical_time = index_list(SQRT_ALPHA_REC, t, rand_noise.shape) @@ -71,25 +84,30 @@ def sample_image_at_timestep(rand_noise, t, model): noise = torch.randn_like(rand_noise) return mean + torch.sqrt(prosterior_var_time) * noise -@torch.no_grad() +@torch.no_grad() #Required so the weights of previous images does not effect the image we are generating def sample_image(epoch, i, model): - # for num in range(1,num_images_to_gen): - noise = torch.randn((1,3, IMG_HEIGHT, IMG_WIDTH), device=DEVICE) + """ + This function is looped through and it loops through timesteps, slowly denoising an image of random noise. + Acknowledgment From: + https://colab.research.google.com/drive/1sjy9odlSSy0RBVgMTgP7s99NXsqglsUL?usp=sharing#scrollTo=Rj17psVw7Shg + """ + noise = torch.randn((1,3, IMG_HEIGHT, IMG_WIDTH), device=DEVICE)#Random noise plt.figure(figsize=(15,15)) plt.axis('off') - num_images = 1 - stepsize = int(NOISE_STEP/num_images) - for ind in range(0, NOISE_STEP)[::-1]: + for ind in range(0, NOISE_STEP)[::-1]:#Reversed from 600 to 0 t = torch.full((1,), ind, device=DEVICE, dtype=torch.long) - noise = sample_image_at_timestep(noise, t, model) - # if ind % stepsize == 0: - # plt.subplot(1, num_images, int(ind/stepsize)+1) - show_image(noise.detach().cpu(), epoch, i, f"{ind}_backward") + noise = sample_image_at_timestep(noise, t, model)#Denoised image + show_image(noise.detach().cpu(), epoch, i, f"{ind}_backward")#After looped through all timesteps show image def predict(): + """ + This function loads a previously saved model and then loops a function gen_images number of times. + It will product gen_images number of images. + Prints Done! to .out when finished + """ model = UNETModel().to(DEVICE) model.load_state_dict(torch.load("Model_2.pt")) - gen_images = 1 #Generate 20 images + gen_images = 1 #Generate x number images images_generated = 0 iteration = 0 while images_generated < gen_images: @@ -98,4 +116,4 @@ def predict(): print("Done!") if __name__ == '__main__': - predict() \ No newline at end of file + predict() diff --git a/recognition/s4583222_Solution/train.py b/recognition/s4583222_Solution/train.py index 36eea4c0d5..a5e1873173 100644 --- a/recognition/s4583222_Solution/train.py +++ b/recognition/s4583222_Solution/train.py @@ -1,12 +1,3 @@ -# COMP3710 Pattern Recognition Lab Assignment -# By Thomas Jellett (s4583222) -# HARD DIFFICULTY -# Create a generative model of the OASIS brain using stable diffusion that -# has a “reasonably clear image.” - -# File: train.py -# Description: Used to train the model - import os import torch import torchvision @@ -30,78 +21,77 @@ IMG_HEIGHT = 128 #Actual is 256 IMG_WIDTH = 128 #Actual is 256 PIN_MEMORY = False -LOAD_MODEL = False +LOAD_MODEL = False #Set to True when you want to load a pre-trained model TRAINING_DIR = '/home/Student/s4583222/COMP3710/Images/Train' -NOISE_STEP = 600 +NOISE_STEP = 600 #How many timesteps we want to destroy an image -BETA = torch.linspace(0.0001, 0.02, NOISE_STEP) +BETA = torch.linspace(0.0001, 0.02, NOISE_STEP) #Linear beta schedule ALPHA = 1. - BETA ALPHA_HAT = torch.cumprod(ALPHA, axis=0) #alpha hat is the cumulative product of alpha -ALPHA_HAT_PREV = F.pad(ALPHA_HAT[:-1], (1,0), value=1.0) -SQRT_ALPHA_REC = torch.sqrt(1.0/ALPHA) -PROS_VAR = BETA * (1. - ALPHA_HAT_PREV)/(1. - ALPHA_HAT) +ALPHA_HAT_PREV = F.pad(ALPHA_HAT[:-1], (1,0), value=1.0) #Previous alpha hat +SQRT_ALPHA_REC = torch.sqrt(1.0/ALPHA) #Square root of the reciprical of alpha +PROS_VAR = BETA * (1. - ALPHA_HAT_PREV)/(1. - ALPHA_HAT) #Calculation for the posterior def index_list(vals, t, x_shape): + """ + Returns the time index for a batch + Acknowledgment From: + https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/annotated_diffusion.ipynb#scrollTo=592aa765 + """ batch_size = t.shape[0] out = vals.gather(-1,t.cpu()) out = out.reshape(batch_size, *((1,)*(len(x_shape)-1))).to(t.device) return out def forward_diffusion_to_image(image, t, device =DEVICE): - # print(image.shape) + """ + This is the forward diffusion process. It will noise an image to a timestep and then return that image as well as the actual + noise of the image. + Acknowledgment From: + https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/annotated_diffusion.ipynb#scrollTo=592aa765 + """ sqrt_alpha_hat = index_list(torch.sqrt(ALPHA_HAT), t, image.shape) - # sqrt_alpha_hat = sqrt_alpha_hat[:, :, :, None] - # print(sqrt_alpha_hat.shape) sqrt_one_minus_alpha_hat = index_list(torch.sqrt(1. - ALPHA_HAT), t, image.shape) - # print(sqrt_one_minus_alpha_hat.shape) - epsilon = torch.randn_like(image) - # print(epsilon.shape) - - # print(f"Epoch: {(sqrt_alpha_hat * image).shape[0]} | iteration: {(sqrt_one_minus_alpha_hat * epsilon).shape[0]}") - x_1 = sqrt_alpha_hat.to(device) * image.to(device) - x_2 = sqrt_one_minus_alpha_hat.to(device) * epsilon.to(device) + epsilon = torch.randn_like(image) return sqrt_alpha_hat.to(device) * image.to(device) + sqrt_one_minus_alpha_hat.to(device) * epsilon.to(device), epsilon.to(device) - -def model_loss(model, image, t): - noisy_image, actual_noise = forward_diffusion_to_image(image, t) - #show_image(noisy_image.detach().cpu(), 0, 0) - predicted_noise = model(noisy_image, t) - loss = F.l1_loss(actual_noise, predicted_noise) - return loss -def training(): - training_loader = get_data_loaders(TRAINING_DIR, BATCH_SIZE, NUM_WORKERS, PIN_MEMORY) - model = UNETModel().to(DEVICE) - optimizer = optim.Adam(model.parameters(), LEARNING_RATE) - if LOAD_MODEL: +def training(): + """ + The main training loop. + As well as saving the model and plotting the loss. + """ + training_loader = get_data_loaders(TRAINING_DIR, BATCH_SIZE, NUM_WORKERS, PIN_MEMORY)#Get the data loader for the training images + model = UNETModel().to(DEVICE)#Define the model + optimizer = optim.Adam(model.parameters(), LEARNING_RATE)#Optimizer + if LOAD_MODEL: #If True, load a pretrained model model.load_state_dict(torch.load("Model_2.pt")) - vloss = [] + vloss = []#List to fill with all the loss values #Training Loop for epoch in range(NUM_EPOCHS): for i, images in enumerate(tqdm(training_loader)): optimizer.zero_grad() - time = torch.randint(0, NOISE_STEP, (BATCH_SIZE,), device=DEVICE).long() - loss = model_loss(model, images, time) - vloss.append(loss.item()) + time = torch.randint(0, NOISE_STEP, (BATCH_SIZE,), device=DEVICE).long() #Random timestep to noise the image + noisy_image, actual_noise = forward_diffusion_to_image(images, time)#Noise the image + predicted_noise = model(noisy_image, time)#Given the noisy image and to the model and let it predict how much noise has been added + loss = F.l1_loss(actual_noise, predicted_noise)#Calculate the mean absolute error between the actual noise and the predicted noise + vloss.append(loss.item())#Append loss to list loss.backward() optimizer.step() - #Save the model every 10 iterations in each epoch - if epoch % 1 == 0 and i % 10 == 0: - torch.save(model.state_dict(), "Model_2.pt") - plot_v = torch.tensor(vloss, device='cpu') + if epoch % 1 == 0 and i % 10 == 0:#Save the model every 10 iterations in each epoch + torch.save(model.state_dict(), "Model_2.pt")#Save the weights of the model + plot_v = torch.tensor(vloss, device='cpu')#Turn the vloss list into a tensor and give it to the cpu plt.title('Stable Diffusion Loss') - plt.plot(plot_v, color = 'blue') - plt.savefig('loss_plot') + plt.plot(plot_v, color = 'blue')#Plot the loss curve + plt.savefig('loss_plot')#Save the loss plot if epoch % 5 == 0 and i == 1: #Creates back up model in case other model saves incorrectly - #sample_image(epoch, i, model) - print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}") + print(f"Epoch: {epoch} | iteration: {i} | Loss: {loss.item()}")#Prints to .out file torch.save(model.state_dict(), "Model_backup.pt") if __name__ == '__main__': From 6cc972195aadc6ede7a0dc9a42508892e778a3a8 Mon Sep 17 00:00:00 2001 From: s4583222 <114842516+s4583222@users.noreply.github.com> Date: Thu, 10 Nov 2022 10:03:31 +1000 Subject: [PATCH 31/31] Fixed image links --- recognition/s4583222_Solution/README.MD | 40 ++++++++++++------------- 1 file changed, 20 insertions(+), 20 deletions(-) diff --git a/recognition/s4583222_Solution/README.MD b/recognition/s4583222_Solution/README.MD index 76409810ea..3b102021ca 100644 --- a/recognition/s4583222_Solution/README.MD +++ b/recognition/s4583222_Solution/README.MD @@ -7,13 +7,13 @@ Diffusion Models are a generative model. They can be used to generate new data, There are two main processes in diffusion, the ***Forward Diffusion Process*** and the ***Reverse Diffusion Process***. The math for both processes is very complex and long so I recommend either checking out the *Denoising Diffusion Probabilistic Models* [*Denoising Diffusion Probabilistic Models*](https://arxiv.org/pdf/2006.11239.pdf) paper or this [*Repository*](https://lilianweng.github.io/posts/2021-07-11-diffusion-models/) as both give an indepth explaination on the derivation of the maths. But to summarize, - **Forward Diffusion Process** is when noise is gradually added to the image until you get pure noise. And,

- +

- **Reverse Diffusion Process** is the learned process where a neural network is trained to denoise the image from pure noise to an actual image.

- +

Stable diffusion models are diffusion models but have a cross-attention layer in the model architecture. By introducting this layer, the generator can be turned into a more flexible generator (Rombach, 2022). However, the model created in this report differs from stable diffusion in that we are only reproducing images of brains so we do not need to be flexible in the images that we are generating. Thus, we can get rid of some complexity in our architecture. @@ -134,7 +134,7 @@ The model contraction path of the UNET is four levels of a block, skip connectio The training file contains the functions for the noising (forward process), training, ploting the loss, and saving. For training, the maximum time step was set to 600 (```NOISE_STEP = 600```), this is much smaller than the suggested 1000 in the original paper. 600 was chosen because, as seen in the image below, after about 600~700 timesteps the original images is already complete destroyed. Thus, by making the timestep 1000 it would be harder to training the model to denoise the image.

- +

For training the loss function used was ```l1_loss``` and the optimizer used was ```optim.Adam```. @@ -151,7 +151,7 @@ vloss.append(loss.item()) The loss is appended to a list ```vloss```, this list is then plotted every 10 iterations within every epoch. The model was trained for approximately 205 epochs. The resulting plot of the loss is as below.

- +

(note: the x-axis is all the iterations performed. Epoch = iteration/number of iterations in a batch, i.e. 205 = 36285/177) @@ -215,27 +215,27 @@ The denoising process is then applied to a random distribution of noise and an i Here are some of the results of the trained model.

- +   - +   - +

- +   - +   - +

- +   - +   - +

The model is getting the shape of the brain to be correct in most cases, but the colour is sometimes off (e.g. a pink brain). A "bandaid" solution is to open the image after saving the colour version and then using the Pillow package open the image in grayscale ```.convert("L")``` and save the image again. @@ -247,19 +247,19 @@ plt.savefig(f"{epoch}_{i}_{disc}_gray") The result in doing so is as below.

- +   - +   - +

- +   - +   - +

As observed from the images above, the images generated by the model are clearly brains, and although the results aren't identical to the Oasis data it can be concluded that they are pretty close/reasonably clear. @@ -468,4 +468,4 @@ DeepFindr, Diffusion Models from scratch in PyTorch Available at: https://colab.research.google.com/drive/1sjy9odlSSy0RBVgMTgP7s99NXsqglsUL?usp=sharing#scrollTo=HhIgGq3za0yh (Rogge, 2022) Niels Rogge and Kashif Rasul. Hugging Face (2022) The Annotated Diffusion Model -Available at: https://huggingface.co/blog/annotated-diffusion \ No newline at end of file +Available at: https://huggingface.co/blog/annotated-diffusion