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"4d7b5844-a134-5dcd-ac86-c8f19cd51bed" +version = "0.41.3+0" diff --git a/vision/cdcgan_celeba/Project.toml b/vision/cdcgan_celeba/Project.toml new file mode 100644 index 00000000..4a2a3549 --- /dev/null +++ b/vision/cdcgan_celeba/Project.toml @@ -0,0 +1,8 @@ +[deps] +BSON = "fbb218c0-5317-5bc6-957e-2ee96dd4b1f0" +CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" +Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c" +HuggingFaceDatasets = "d94b9a45-fdf5-4270-b024-5cbb9ef7117d" +Images = "916415d5-f1e6-5110-898d-aaa5f9f070e0" +Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" +Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" diff --git a/vision/cdcgan_celeba/cGAN_celeba.jl b/vision/cdcgan_celeba/cGAN_celeba.jl new file mode 100644 index 00000000..cf385858 --- /dev/null +++ b/vision/cdcgan_celeba/cGAN_celeba.jl @@ -0,0 +1,290 @@ +using Flux # Flux.jl v0.13+ +using Flux: withgradient, update! +using Images +using Random, Statistics +using BSON: @save +using HuggingFaceDatasets # for `load_dataset(...)` +using CUDA: CUDA # for GPU support + +#------------------------------------------- +# 1) Check for GPU / Set DEVICE +#------------------------------------------- +DEVICE = CUDA.has_cuda() ? gpu : cpu +println("Using device: ", DEVICE === gpu ? "GPU" : "CPU") + +#------------------------------------------- +# 2) Hyperparameters +#------------------------------------------- +struct HPARAMS + image_size::Int # 28 or 64 + out_channels::Int # usually 3 (RGB) + latent_dim::Int # noise dimension (e.g. 100) + batch_size::Int # e.g. 128 + epochs::Int # e.g. 50 + lr::Float32 # learning rate (2e-4) + beta1::Float32 # Adam β₁ (0.5) + keep_prob::Float32 # dropout keep prob (0.2) +end + +hparams = HPARAMS( + 64, # image_size (we’ll train on 64×64) + 3, # out_channels (RGB) + 100, # latent_dim (noise vector size) + 128, # batch_size + 50, # epochs + 1.0f-4, # lr = 0.0001 + 0.5f0, # beta1 = 0.5 + 0.2f0, # dropout keep probability +) + +#------------------------------------------- +# 3) DCGAN‐Style Weight Initialization +#------------------------------------------- +# Weight init ~ Normal(0, 0.02) +dcgan_winit = (dims...) -> 0.02f0 * randn(Float32, dims...) + +# BatchNorm γ ∼ N(1, 0.02), β = 0 +function init_batchnorm!(bn::BatchNorm) + dims = size(bn.γ) + γ_cpu = 1.0f0 .+ 0.02f0 .* randn(Float32, dims) + β_cpu = zeros(Float32, dims) + bn.γ .= DEVICE(γ_cpu) + bn.β .= DEVICE(β_cpu) +end + +#------------------------------------------- +# 4) Data Loading via HuggingFaceDatasets +#------------------------------------------- +println("Loading CelebA‐faces from HuggingFace…") +ds = load_dataset("nielsr/CelebA-faces", split = "train").with_format("julia") +n_total = length(ds) +println("Total images in train split: $n_total") + +# Limit how many images to use (optional—for speed/testing) +max_images = min(n_total, 160_000) + +# 4.1) Preprocessing Function +# - Input: record["image"] (RGB{N0f8} H×W×3) +# - Output: Float32 tensor (H×W×3) ∈ [–1, +1] +function preprocess_hf(record, hp::HPARAMS) + img_raw = record["image"] # Array{RGB{N0f8}, 2} + arr_chw_n0f8 = channelview(img_raw) # (3, H, W), N0f8 + arr_chw = Float32.(arr_chw_n0f8) ./ 255 # (3, H, W), Float32 ∈ [0,1] + img_hwc = permutedims(arr_chw, (2, 3, 1)) # (H, W, 3) + + # Resize to (hp.image_size × hp.image_size) + img_rs = imresize(img_hwc, (hp.image_size, hp.image_size)) # (64,64,3) + # Map [0,1] → [–1, +1] + img_rs .= (img_rs .- 0.5f0) .* 2.0f0 + + return img_rs # (hp.image_size, hp.image_size, 3), Float32 ∈ [–1,+1] +end + +println("Processing the first $max_images images into a 4D array…") +all_imgs = Array{Float32}(undef, hparams.image_size, hparams.image_size, hparams.out_channels, max_images) + +for i in 1:max_images + img_tensor = preprocess_hf(ds[i], hparams) + all_imgs[:, :, :, i] = img_tensor +end + +# Shuffle and partition into batches +# shuffle!(all_imgs, dims=4) +batches = [ + DEVICE(all_imgs[:, :, :, i:min(i+hparams.batch_size-1, max_images)]) + for i in 1:hparams.batch_size:max_images +] +println("Created $(length(batches)) batches of size ≤ $(hparams.batch_size).") + +#------------------------------------------- +# 5) Generator & Discriminator Definitions +#------------------------------------------- + +# 5.1) Generator: (64×64×3) output +function build_generator(hp::HPARAMS) + return Chain( + # 1) Project latent z ∈ ℝ^(latent_dim) → 4×4×1024 + Dense(hp.latent_dim, 4 * 4 * 1024; init = dcgan_winit), + x -> reshape(x, (4, 4, 1024, :)), # (4,4,1024,batch) + BatchNorm(1024), x -> relu.(x), + + # 2) Upsample to 8×8 + ConvTranspose((4, 4), 1024 => 512; stride = 2, pad = 1, init = dcgan_winit), + BatchNorm(512), x -> relu.(x), # (8,8,512,batch) + + # 3) Upsample to 16×16 + ConvTranspose((4, 4), 512 => 256; stride = 2, pad = 1, init = dcgan_winit), + BatchNorm(256), x -> relu.(x), # (16,16,256,batch) + + # 4) Upsample to 32×32 + ConvTranspose((4, 4), 256 => 128; stride = 2, pad = 1, init = dcgan_winit), + BatchNorm(128), x -> relu.(x), # (32,32,128,batch) + + # 5) Upsample to 64×64 + ConvTranspose((4, 4), 128 => 64; stride = 2, pad = 1, init = dcgan_winit), + BatchNorm(64), x -> relu.(x), # (64,64,64,batch) + + # 6) Final conv → 64×64×3 + Conv((3, 3), 64 => hp.out_channels; pad = 1, init = dcgan_winit), + x -> tanh.(x), # outputs in [–1, +1] + ) +end + +# 5.2) Discriminator: (64×64×3) → 1 output +function build_discriminator(hp::HPARAMS) + return Chain( + # (1) 64×64×3 → 32×32×64 + Conv((5, 5), hp.out_channels => 64; stride = 2, pad = 2, init = dcgan_winit), + x -> leakyrelu.(x, 0.2f0), + Dropout(hp.keep_prob), + + # (2) 32×32×64 → 16×16×128 + Conv((5, 5), 64 => 128; stride = 2, pad = 2, init = dcgan_winit, bias = false), + BatchNorm(128), x -> leakyrelu.(x, 0.2f0), + Dropout(hp.keep_prob), + + # (3) 16×16×128 → 8×8×256 + Conv((5, 5), 128 => 256; stride = 2, pad = 2, init = dcgan_winit, bias = false), + BatchNorm(256), x -> leakyrelu.(x, 0.2f0), + Dropout(hp.keep_prob), + + # (4) 8×8×256 → 4×4×128 + Conv((5, 5), 256 => 128; stride = 2, pad = 2, init = dcgan_winit, bias = false), + BatchNorm(128), x -> leakyrelu.(x, 0.2f0), + Dropout(hp.keep_prob), + + # Flatten → Dense → Sigmoid + x -> reshape(x, :, size(x, 4)), # (4*4*128=2048, batch) + Dense(4 * 4 * 128, 1; init = dcgan_winit), + x -> σ.(x), # final probability + ) +end + +generator = DEVICE(build_generator(hparams)) +discriminator = DEVICE(build_discriminator(hparams)) + +# Initialize BatchNorm layers +for layer in generator + if layer isa BatchNorm + init_batchnorm!(layer) + end +end + +for layer in discriminator + if layer isa BatchNorm + init_batchnorm!(layer) + end +end + +#------------------------------------------- +# 6) Loss & Optimizers +#------------------------------------------- +loss_bce(y_pred, y_true) = Flux.binarycrossentropy(y_pred, y_true) + +opt_gen = Flux.setup(Adam(hparams.lr, (hparams.beta1, 0.999f0)), generator) +opt_dscr = Flux.setup(Adam(hparams.lr, (hparams.beta1, 0.999f0)), discriminator) + +# Put BatchNorm into train mode (per‐batch stats) +Flux.trainmode!(generator) +Flux.trainmode!(discriminator) + +#------------------------------------------- +# 7) Training Steps +#------------------------------------------- +function train_discriminator!(gen::Chain, dsc::Chain, real_batch, opt_dscr, hp::HPARAMS) + batch_size = size(real_batch, 4) + real_labels = 0.9f0 .+ (0.05f0 .* rand(Float32, 1, batch_size)) |> DEVICE # [0.9, 0.95] + fake_labels = 0.0f0 .+ (0.05f0 .* rand(Float32, 1, batch_size)) |> DEVICE # [0.0, 0.05] + + d_loss, back = withgradient(dsc) do dsc + # (A) D(real) + pred_real = dsc(real_batch) + loss_real = loss_bce(pred_real, real_labels) + + # (B) D(fake) + noise = randn(Float32, hp.latent_dim, batch_size) |> DEVICE + fake_imgs = gen(noise) + pred_fake = dsc(fake_imgs) + loss_fake = loss_bce(pred_fake, fake_labels) + + return loss_real + loss_fake + end + + Flux.update!(opt_dscr, dsc, back[1]) + return d_loss +end + +function train_generator!(gen::Chain, dsc::Chain, real_batch, opt_gen, hp::HPARAMS) + batch_size = size(real_batch, 4) + real_labels = ones(Float32, 1, batch_size) |> DEVICE + + g_loss, back = withgradient(gen) do gen + noise = randn(Float32, hp.latent_dim, batch_size) |> DEVICE + fake_imgs = gen(noise) + pred_fake = dsc(fake_imgs) + return loss_bce(pred_fake, real_labels) + end + + Flux.update!(opt_gen, gen, back[1]) + return g_loss +end + +#------------------------------------------- +# 8) Sampling & Mosaic Utility +#------------------------------------------- +function sample_and_mosaic_conv(gen::Chain, hp::HPARAMS, Nrow::Int) + Ngen = Nrow^2 + Z = randn(Float32, hp.latent_dim, Ngen) |> DEVICE + Xout = gen(Z) |> cpu + + imgs = Vector{Array{RGB{Float32}, 2}}(undef, Ngen) + for i in 1:Ngen + img = Xout[:, :, :, i] # (64,64,3) ∈ [–1,+1] + img .= (img .+ 1.0f0) ./ 2.0f0 # → [0,1] + img_chw = permutedims(img, (3, 1, 2)) # (3,64,64) + imgs[i] = colorview(RGB, img_chw) # (64,64) Array{RGB,2} + end + + return make_mosaic(imgs, Nrow) +end + +#------------------------------------------- +# 9) Main Training Loop +#------------------------------------------- + +function train() + global_step = 0 + + for epoch in 1:hparams.epochs + println("Epoch $epoch / $(hparams.epochs)") + for real_batch in batches + # 1) Discriminator update + d_loss = train_discriminator!(generator, discriminator, real_batch, opt_dscr, hparams) + + # 2) Generator update + g_loss = train_generator!(generator, discriminator, real_batch, opt_gen, hparams) + + # 3) Logging + if global_step % 100 == 0 + @info "Step $global_step: D_loss=$(round(d_loss; digits=4)), G_loss=$(round(g_loss; digits=4))" + end + + # 4) Sample & save every 500 steps + if global_step % 500 == 0 + mosaic = sample_and_mosaic_conv(generator, hparams, 4) + save("./output/dcgan_epoch$(epoch)_step$(global_step).png", mosaic) + println("Saved sample at epoch $epoch, step $global_step") + end + + global_step += 1 + end + + # 5) Save checkpoints at' end of epoch + # @save "checkpoints/dcgan_gen_epoch$(epoch).bson" generator discriminator + # println("Saved checkpoints for epoch $epoch") + end +end + +if abspath(PROGRAM_FILE) == @__FILE__ + train() +end diff --git a/vision/cdcgan_celeba/output/dcgan_epoch10_step12000.png b/vision/cdcgan_celeba/output/dcgan_epoch10_step12000.png new file mode 100644 index 00000000..21febd4a Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch10_step12000.png differ diff --git a/vision/cdcgan_celeba/output/dcgan_epoch12_step14000.png b/vision/cdcgan_celeba/output/dcgan_epoch12_step14000.png new file mode 100644 index 00000000..40b4cb2e Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch12_step14000.png differ diff --git a/vision/cdcgan_celeba/output/dcgan_epoch13_step16000.png b/vision/cdcgan_celeba/output/dcgan_epoch13_step16000.png new file mode 100644 index 00000000..b6c9acf2 Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch13_step16000.png differ diff --git a/vision/cdcgan_celeba/output/dcgan_epoch15_step18000.png b/vision/cdcgan_celeba/output/dcgan_epoch15_step18000.png new file mode 100644 index 00000000..086159a4 Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch15_step18000.png differ diff --git a/vision/cdcgan_celeba/output/dcgan_epoch17_step20000.png b/vision/cdcgan_celeba/output/dcgan_epoch17_step20000.png new file mode 100644 index 00000000..90893759 Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch17_step20000.png differ diff --git a/vision/cdcgan_celeba/output/dcgan_epoch18_step22000.png b/vision/cdcgan_celeba/output/dcgan_epoch18_step22000.png new file mode 100644 index 00000000..082185d4 Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch18_step22000.png differ diff --git a/vision/cdcgan_celeba/output/dcgan_epoch1_step0.png b/vision/cdcgan_celeba/output/dcgan_epoch1_step0.png new file mode 100644 index 00000000..82a0cf51 Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch1_step0.png differ diff --git a/vision/cdcgan_celeba/output/dcgan_epoch20_step24000.png b/vision/cdcgan_celeba/output/dcgan_epoch20_step24000.png new file mode 100644 index 00000000..98c35b4e Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch20_step24000.png differ diff --git a/vision/cdcgan_celeba/output/dcgan_epoch2_step2000.png b/vision/cdcgan_celeba/output/dcgan_epoch2_step2000.png new file mode 100644 index 00000000..51d98d19 Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch2_step2000.png differ diff --git a/vision/cdcgan_celeba/output/dcgan_epoch4_step4000.png b/vision/cdcgan_celeba/output/dcgan_epoch4_step4000.png new file mode 100644 index 00000000..8d965d76 Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch4_step4000.png differ diff --git a/vision/cdcgan_celeba/output/dcgan_epoch5_step6000.png b/vision/cdcgan_celeba/output/dcgan_epoch5_step6000.png new file mode 100644 index 00000000..b6e7a581 Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch5_step6000.png differ diff --git a/vision/cdcgan_celeba/output/dcgan_epoch7_step8000.png b/vision/cdcgan_celeba/output/dcgan_epoch7_step8000.png new file mode 100644 index 00000000..f3295404 Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch7_step8000.png differ diff --git a/vision/cdcgan_celeba/output/dcgan_epoch9_step10000.png b/vision/cdcgan_celeba/output/dcgan_epoch9_step10000.png new file mode 100644 index 00000000..ac8acbfa Binary files /dev/null and b/vision/cdcgan_celeba/output/dcgan_epoch9_step10000.png differ