From cfd19b3556ceb5d69f14faf4b31effa4a208fd35 Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Mon, 28 Aug 2023 11:58:45 +0200 Subject: [PATCH 01/17] Disable previews, use 20 steps. --- Diffusion/Common/State.swift | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Diffusion/Common/State.swift b/Diffusion/Common/State.swift index 65ffe15..d7912f2 100644 --- a/Diffusion/Common/State.swift +++ b/Diffusion/Common/State.swift @@ -62,11 +62,11 @@ class GenerationContext: ObservableObject { @Published var negativePrompt = "" // FIXME: Double to support the slider component - @Published var steps = 25.0 + @Published var steps = 20.0 @Published var numImages = 1.0 @Published var seed: UInt32 = 0 @Published var guidanceScale = 7.5 - @Published var previews = 5.0 + @Published var previews = 0.0 @Published var disableSafety = false @Published var previewImage: CGImage? = nil From 95578f0c97971f878ed70fccaa71693797be877f Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Mon, 28 Aug 2023 11:59:47 +0200 Subject: [PATCH 02/17] Report it/s --- Diffusion/Common/State.swift | 2 +- Diffusion/Views/Loading.swift | 1 + Diffusion/Views/TextToImage.swift | 6 +++--- 3 files changed, 5 insertions(+), 4 deletions(-) diff --git a/Diffusion/Common/State.swift b/Diffusion/Common/State.swift index d7912f2..0c34488 100644 --- a/Diffusion/Common/State.swift +++ b/Diffusion/Common/State.swift @@ -17,7 +17,7 @@ let DEFAULT_PROMPT = "Labrador in the style of Vermeer" enum GenerationState { case startup case running(StableDiffusionProgress?) - case complete(String, CGImage?, UInt32, TimeInterval?) + case complete(String, CGImage?, UInt32, TimeInterval?, Double?) case userCanceled case failed(Error) } diff --git a/Diffusion/Views/Loading.swift b/Diffusion/Views/Loading.swift index 3cce414..c707510 100644 --- a/Diffusion/Views/Loading.swift +++ b/Diffusion/Views/Loading.swift @@ -60,6 +60,7 @@ struct LoadingView: View { } do { generation.pipeline = try await loader.prepare() + print("Did load model \(loader.model)") self.currentView = .textToImage } catch { self.currentView = .error("Could not load model, error: \(error)") diff --git a/Diffusion/Views/TextToImage.swift b/Diffusion/Views/TextToImage.swift index a7caeb2..cc13a24 100644 --- a/Diffusion/Views/TextToImage.swift +++ b/Diffusion/Views/TextToImage.swift @@ -77,7 +77,7 @@ struct ImageWithPlaceholder: View { } ProgressView(label, value: fraction, total: 1).padding() }) - case .complete(let lastPrompt, let image, _, let interval): + case .complete(let lastPrompt, let image, _, let interval, let itsPerSecond): guard let theImage = image else { return AnyView(Image(systemName: "exclamationmark.triangle").resizable()) } @@ -87,7 +87,7 @@ struct ImageWithPlaceholder: View { VStack { imageView.resizable().clipShape(RoundedRectangle(cornerRadius: 20)) HStack { - let intervalString = String(format: "Time: %.1fs", interval ?? 0) + let intervalString = String(format: "%.1fs, %.2f it/s", interval ?? 0, itsPerSecond ?? 0) Rectangle().fill(.clear).overlay(Text(intervalString).frame(maxWidth: .infinity, alignment: .leading).padding(.leading)) Rectangle().fill(.clear).overlay( HStack { @@ -114,7 +114,7 @@ struct TextToImage: View { generation.state = .running(nil) do { let result = try await generation.generate() - generation.state = .complete(generation.positivePrompt, result.image, result.lastSeed, result.interval) + generation.state = .complete(generation.positivePrompt, result.image, result.lastSeed, result.interval, result.itsPerSecond) } catch { generation.state = .failed(error) } From a60e56f7564f165a31d68f51d5a0c8d235346725 Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Mon, 28 Aug 2023 12:00:07 +0200 Subject: [PATCH 03/17] Lower memory threshold to disable `reduceMemory` on iOS 17 --- Diffusion/DiffusionApp.swift | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Diffusion/DiffusionApp.swift b/Diffusion/DiffusionApp.swift index 9d06436..b4975a3 100644 --- a/Diffusion/DiffusionApp.swift +++ b/Diffusion/DiffusionApp.swift @@ -18,7 +18,7 @@ struct DiffusionApp: App { } let runningOnMac = ProcessInfo.processInfo.isMacCatalystApp -let deviceHas6GBOrMore = ProcessInfo.processInfo.physicalMemory > 5924000000 // Different devices report different amounts, so approximate +let deviceHas6GBOrMore = ProcessInfo.processInfo.physicalMemory > 5910000000 // Reported by iOS 17 beta (21A5319a) on iPhone 13 Pro: 5917753344 let deviceSupportsQuantization = { if #available(iOS 17, *) { From 472c25b163084f7a607f9a9bb903a7107b3ab4a0 Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Mon, 18 Sep 2023 19:20:06 +0200 Subject: [PATCH 04/17] Add model files, change to Zach's branch. --- Diffusion.xcodeproj/project.pbxproj | 66 ++++++++++++++----- .../xcshareddata/swiftpm/Package.resolved | 6 +- 2 files changed, 52 insertions(+), 20 deletions(-) diff --git a/Diffusion.xcodeproj/project.pbxproj b/Diffusion.xcodeproj/project.pbxproj index 27e5d97..7787103 100644 --- a/Diffusion.xcodeproj/project.pbxproj +++ b/Diffusion.xcodeproj/project.pbxproj @@ -16,9 +16,16 @@ 8CEEB7D92A54C88C00C23829 /* DiffusionImage.swift in Sources */ = {isa = PBXBuildFile; fileRef = 8CEEB7D82A54C88C00C23829 /* DiffusionImage.swift */; }; 8CEEB7DA2A54C88C00C23829 /* DiffusionImage.swift in Sources */ = {isa = PBXBuildFile; fileRef = 8CEEB7D82A54C88C00C23829 /* DiffusionImage.swift */; }; EB067F872992E561004D1AD9 /* HelpContent.swift in Sources */ = {isa = PBXBuildFile; fileRef = EB067F862992E561004D1AD9 /* HelpContent.swift */; }; - EB25B3D62A3A2DC4000E25A1 /* StableDiffusion in Frameworks */ = {isa = PBXBuildFile; productRef = EB25B3D52A3A2DC4000E25A1 /* StableDiffusion */; }; - EB25B3D82A3A2DD5000E25A1 /* StableDiffusion in Frameworks */ = {isa = PBXBuildFile; productRef = EB25B3D72A3A2DD5000E25A1 /* StableDiffusion */; }; EB560F0429A3C20800C0F8B8 /* Capabilities.swift in Sources */ = {isa = PBXBuildFile; fileRef = EB560F0329A3C20800C0F8B8 /* Capabilities.swift */; }; + EB9ACA2F2AB8990100889C5B /* StableDiffusion in Frameworks */ = {isa = PBXBuildFile; productRef = EB9ACA2E2AB8990100889C5B /* StableDiffusion */; }; + EBB56B382AB87932005361A6 /* merges.txt in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B342AB87559005361A6 /* merges.txt */; }; + EBB56B392AB87932005361A6 /* UnetChunk2.mlmodelc in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B302AB87559005361A6 /* UnetChunk2.mlmodelc */; }; + EBB56B3A2AB87932005361A6 /* UnetChunk1.mlmodelc in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B362AB87559005361A6 /* UnetChunk1.mlmodelc */; }; + EBB56B3B2AB87932005361A6 /* VAEDecoder.mlmodelc in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B332AB87559005361A6 /* VAEDecoder.mlmodelc */; }; + EBB56B3C2AB87932005361A6 /* vocab.json in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B352AB87559005361A6 /* vocab.json */; }; + EBB56B3D2AB87932005361A6 /* TextEncoder.mlmodelc in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B312AB87559005361A6 /* TextEncoder.mlmodelc */; }; + EBB56B3E2AB87932005361A6 /* VAEEncoder.mlmodelc in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B372AB87559005361A6 /* VAEEncoder.mlmodelc */; }; + EBB56B3F2AB87932005361A6 /* TextEncoder2.mlmodelc in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B322AB87559005361A6 /* TextEncoder2.mlmodelc */; }; EBB5BA5329425BEE003A2A5B /* PipelineLoader.swift in Sources */ = {isa = PBXBuildFile; fileRef = EBB5BA5229425BEE003A2A5B /* PipelineLoader.swift */; }; EBB5BA5A29426E06003A2A5B /* Downloader.swift in Sources */ = {isa = PBXBuildFile; fileRef = EBB5BA5929426E06003A2A5B /* Downloader.swift */; }; EBB5BA5D294504DE003A2A5B /* ZIPFoundation in Frameworks */ = {isa = PBXBuildFile; productRef = EBB5BA5C294504DE003A2A5B /* ZIPFoundation */; }; @@ -79,6 +86,14 @@ EB33A51E2954E1BC00B16357 /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist; path = Info.plist; sourceTree = ""; }; EB560F0329A3C20800C0F8B8 /* Capabilities.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = Capabilities.swift; sourceTree = ""; }; EB560F0529A4090D00C0F8B8 /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist; path = Info.plist; sourceTree = ""; }; + EBB56B302AB87559005361A6 /* UnetChunk2.mlmodelc */ = {isa = PBXFileReference; lastKnownFileType = wrapper; path = UnetChunk2.mlmodelc; sourceTree = ""; }; + EBB56B312AB87559005361A6 /* TextEncoder.mlmodelc */ = {isa = PBXFileReference; lastKnownFileType = wrapper; path = TextEncoder.mlmodelc; sourceTree = ""; }; + EBB56B322AB87559005361A6 /* TextEncoder2.mlmodelc */ = {isa = PBXFileReference; lastKnownFileType = wrapper; path = TextEncoder2.mlmodelc; sourceTree = ""; }; + EBB56B332AB87559005361A6 /* VAEDecoder.mlmodelc */ = {isa = PBXFileReference; lastKnownFileType = wrapper; path = VAEDecoder.mlmodelc; sourceTree = ""; }; + EBB56B342AB87559005361A6 /* merges.txt */ = {isa = PBXFileReference; lastKnownFileType = text; path = merges.txt; sourceTree = ""; }; + EBB56B352AB87559005361A6 /* vocab.json */ = {isa = PBXFileReference; lastKnownFileType = text.json; path = vocab.json; sourceTree = ""; }; + EBB56B362AB87559005361A6 /* UnetChunk1.mlmodelc */ = {isa = PBXFileReference; lastKnownFileType = wrapper; path = UnetChunk1.mlmodelc; sourceTree = ""; }; + EBB56B372AB87559005361A6 /* VAEEncoder.mlmodelc */ = {isa = PBXFileReference; lastKnownFileType = wrapper; path = VAEEncoder.mlmodelc; sourceTree = ""; }; EBB5BA5229425BEE003A2A5B /* PipelineLoader.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PipelineLoader.swift; sourceTree = ""; }; EBB5BA5929426E06003A2A5B /* Downloader.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = Downloader.swift; sourceTree = ""; }; EBDD7DB22973200200C1C4B2 /* Utils.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = Utils.swift; sourceTree = ""; }; @@ -116,8 +131,8 @@ isa = PBXFrameworksBuildPhase; buildActionMask = 2147483647; files = ( - EB25B3D62A3A2DC4000E25A1 /* StableDiffusion in Frameworks */, EBB5BA5D294504DE003A2A5B /* ZIPFoundation in Frameworks */, + EB9ACA2F2AB8990100889C5B /* StableDiffusion in Frameworks */, ); runOnlyForDeploymentPostprocessing = 0; }; @@ -140,7 +155,6 @@ buildActionMask = 2147483647; files = ( F155203C297118E700DC009B /* CompactSlider in Frameworks */, - EB25B3D82A3A2DD5000E25A1 /* StableDiffusion in Frameworks */, EBDD7DAF29731FB300C1C4B2 /* ZIPFoundation in Frameworks */, ); runOnlyForDeploymentPostprocessing = 0; @@ -171,6 +185,21 @@ path = Diffusion/Common; sourceTree = ""; }; + EBB56B212AB874C0005361A6 /* Model */ = { + isa = PBXGroup; + children = ( + EBB56B342AB87559005361A6 /* merges.txt */, + EBB56B312AB87559005361A6 /* TextEncoder.mlmodelc */, + EBB56B322AB87559005361A6 /* TextEncoder2.mlmodelc */, + EBB56B362AB87559005361A6 /* UnetChunk1.mlmodelc */, + EBB56B302AB87559005361A6 /* UnetChunk2.mlmodelc */, + EBB56B332AB87559005361A6 /* VAEDecoder.mlmodelc */, + EBB56B372AB87559005361A6 /* VAEEncoder.mlmodelc */, + EBB56B352AB87559005361A6 /* vocab.json */, + ); + path = Model; + sourceTree = ""; + }; EBB5BA5129425B07003A2A5B /* Pipeline */ = { isa = PBXGroup; children = ( @@ -187,6 +216,7 @@ EBDD7DBA2976F03600C1C4B2 /* debug.xcconfig */, EBE4438729488DCA00CDA605 /* README.md */, EBE443892948953600CDA605 /* LICENSE */, + EBB56B212AB874C0005361A6 /* Model */, EBE755FF293E910800806B32 /* Packages */, 8CF53E022A44AE0400E6358B /* Common */, EBE755C7293E37DD00806B32 /* Diffusion */, @@ -318,7 +348,7 @@ name = Diffusion; packageProductDependencies = ( EBB5BA5C294504DE003A2A5B /* ZIPFoundation */, - EB25B3D52A3A2DC4000E25A1 /* StableDiffusion */, + EB9ACA2E2AB8990100889C5B /* StableDiffusion */, ); productName = Diffusion; productReference = EBE755C5293E37DD00806B32 /* Diffusion.app */; @@ -378,7 +408,6 @@ packageProductDependencies = ( F155203B297118E700DC009B /* CompactSlider */, EBDD7DAE29731FB300C1C4B2 /* ZIPFoundation */, - EB25B3D72A3A2DD5000E25A1 /* StableDiffusion */, ); productName = "Diffusion-macOS"; productReference = F15520212971093300DC009B /* Diffusers.app */; @@ -422,7 +451,7 @@ packageReferences = ( EBB5BA5B294504DE003A2A5B /* XCRemoteSwiftPackageReference "ZIPFoundation" */, F155203A297118E600DC009B /* XCRemoteSwiftPackageReference "CompactSlider" */, - EB25B3D42A3A2DC4000E25A1 /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */, + EB9ACA2D2AB8990100889C5B /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */, ); productRefGroup = EBE755C6293E37DD00806B32 /* Products */; projectDirPath = ""; @@ -441,7 +470,15 @@ isa = PBXResourcesBuildPhase; buildActionMask = 2147483647; files = ( + EBB56B3B2AB87932005361A6 /* VAEDecoder.mlmodelc in Resources */, + EBB56B382AB87932005361A6 /* merges.txt in Resources */, + EBB56B3E2AB87932005361A6 /* VAEEncoder.mlmodelc in Resources */, + EBB56B3F2AB87932005361A6 /* TextEncoder2.mlmodelc in Resources */, + EBB56B392AB87932005361A6 /* UnetChunk2.mlmodelc in Resources */, + EBB56B3A2AB87932005361A6 /* UnetChunk1.mlmodelc in Resources */, + EBB56B3D2AB87932005361A6 /* TextEncoder.mlmodelc in Resources */, EBE755D1293E37DD00806B32 /* Preview Assets.xcassets in Resources */, + EBB56B3C2AB87932005361A6 /* vocab.json in Resources */, EBE755CD293E37DD00806B32 /* Assets.xcassets in Resources */, ); runOnlyForDeploymentPostprocessing = 0; @@ -963,11 +1000,11 @@ /* End XCConfigurationList section */ /* Begin XCRemoteSwiftPackageReference section */ - EB25B3D42A3A2DC4000E25A1 /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */ = { + EB9ACA2D2AB8990100889C5B /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */ = { isa = XCRemoteSwiftPackageReference; - repositoryURL = "https://github.com/apple/ml-stable-diffusion"; + repositoryURL = "https://github.com/ZachNagengast/ml-stable-diffusion"; requirement = { - branch = main; + branch = "sdxl-refiner"; kind = branch; }; }; @@ -994,14 +1031,9 @@ isa = XCSwiftPackageProductDependency; productName = StableDiffusion; }; - EB25B3D52A3A2DC4000E25A1 /* StableDiffusion */ = { - isa = XCSwiftPackageProductDependency; - package = EB25B3D42A3A2DC4000E25A1 /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */; - productName = StableDiffusion; - }; - EB25B3D72A3A2DD5000E25A1 /* StableDiffusion */ = { + EB9ACA2E2AB8990100889C5B /* StableDiffusion */ = { isa = XCSwiftPackageProductDependency; - package = EB25B3D42A3A2DC4000E25A1 /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */; + package = EB9ACA2D2AB8990100889C5B /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */; productName = StableDiffusion; }; EBB5BA5C294504DE003A2A5B /* ZIPFoundation */ = { diff --git a/Diffusion.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Diffusion.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 6488ca9..298d546 100644 --- a/Diffusion.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Diffusion.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -12,10 +12,10 @@ { "identity" : "ml-stable-diffusion", "kind" : "remoteSourceControl", - "location" : "https://github.com/apple/ml-stable-diffusion", + "location" : "https://github.com/ZachNagengast/ml-stable-diffusion", "state" : { - "branch" : "main", - "revision" : "ce8ee78e28613d8a2e4c8b56932b236cb57e7e20" + "branch" : "sdxl-refiner", + "revision" : "90864bc9be4da1c7d79de6cf21e5c64a22a329c5" } }, { From 2dfb92286130466685c2cffb8286075c4faa1a9b Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Mon, 18 Sep 2023 19:29:56 +0200 Subject: [PATCH 05/17] BENCHMARK global: - Force attention to split_einsum. - Force reduce memory. - Use local model files stored in bundle. --- Diffusion/Common/ModelInfo.swift | 2 ++ Diffusion/Common/Pipeline/PipelineLoader.swift | 7 ++++++- Diffusion/DiffusionApp.swift | 1 + Diffusion/Views/Loading.swift | 2 +- 4 files changed, 10 insertions(+), 2 deletions(-) diff --git a/Diffusion/Common/ModelInfo.swift b/Diffusion/Common/ModelInfo.swift index fc2aa23..8a10043 100644 --- a/Diffusion/Common/ModelInfo.swift +++ b/Diffusion/Common/ModelInfo.swift @@ -83,6 +83,7 @@ extension ModelInfo { static var defaultComputeUnits: MLComputeUnits { defaultAttention.defaultComputeUnits } var bestAttention: AttentionVariant { + if BENCHMARK { return .splitEinsum } if !runningOnMac && supportsAttentionV2 { return .splitEinsumV2 } return ModelInfo.defaultAttention } @@ -107,6 +108,7 @@ extension ModelInfo { var reduceMemory: Bool { // Enable on iOS devices, except when using quantization if runningOnMac { return false } + if BENCHMARK { return true } return !(quantized && deviceHas6GBOrMore) } } diff --git a/Diffusion/Common/Pipeline/PipelineLoader.swift b/Diffusion/Common/Pipeline/PipelineLoader.swift index 9dacd93..9452a9e 100644 --- a/Diffusion/Common/Pipeline/PipelineLoader.swift +++ b/Diffusion/Common/Pipeline/PipelineLoader.swift @@ -93,7 +93,12 @@ extension PipelineLoader { var packagesFilename: String { (filename as NSString).deletingPathExtension } - var compiledURL: URL { downloadedURL.deletingLastPathComponent().appendingPathComponent(packagesFilename) } + var compiledURL: URL { + guard BENCHMARK else { return downloadedURL.deletingLastPathComponent().appendingPathComponent(packagesFilename) } + + // Model files must be part of the bundle when benchmarking + return Bundle.main.resourceURL! + } var downloaded: Bool { return FileManager.default.fileExists(atPath: downloadedURL.path) diff --git a/Diffusion/DiffusionApp.swift b/Diffusion/DiffusionApp.swift index b4975a3..882d415 100644 --- a/Diffusion/DiffusionApp.swift +++ b/Diffusion/DiffusionApp.swift @@ -17,6 +17,7 @@ struct DiffusionApp: App { } } +let BENCHMARK = true let runningOnMac = ProcessInfo.processInfo.isMacCatalystApp let deviceHas6GBOrMore = ProcessInfo.processInfo.physicalMemory > 5910000000 // Reported by iOS 17 beta (21A5319a) on iPhone 13 Pro: 5917753344 diff --git a/Diffusion/Views/Loading.swift b/Diffusion/Views/Loading.swift index c707510..8192b97 100644 --- a/Diffusion/Views/Loading.swift +++ b/Diffusion/Views/Loading.swift @@ -9,7 +9,7 @@ import SwiftUI import Combine -let model = deviceSupportsQuantization ? ModelInfo.v21Palettized : ModelInfo.v21Base +let model = BENCHMARK ? ModelInfo.xlmbpChunked : deviceSupportsQuantization ? ModelInfo.v21Palettized : ModelInfo.v21Base struct LoadingView: View { @StateObject var generation = GenerationContext() From a9e1135b7d1242ce34e834c1f840838edd4f8a9b Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Mon, 18 Sep 2023 19:31:18 +0200 Subject: [PATCH 06/17] Model spec for XL with chunked MBP. --- Diffusion/Common/ModelInfo.swift | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/Diffusion/Common/ModelInfo.swift b/Diffusion/Common/ModelInfo.swift index 8a10043..dcaa2e9 100644 --- a/Diffusion/Common/ModelInfo.swift +++ b/Diffusion/Common/ModelInfo.swift @@ -188,6 +188,15 @@ extension ModelInfo { isXL: true ) + // Temporary until we integrate it in `xlmbpp` + static let xlmbpChunked = ModelInfo( + modelId: "coremlfiles/coreml-stable-diffusion-mixed-bit-palettization", + modelVersion: "Stable Diffusion XL base [4.5 bit]", + supportsEncoder: true, + quantized: true, + isXL: true + ) + static let MODELS: [ModelInfo] = { if deviceSupportsQuantization { return [ @@ -200,7 +209,8 @@ extension ModelInfo { ModelInfo.v21Base, ModelInfo.v21Palettized, ModelInfo.xl, - ModelInfo.xlmbp + ModelInfo.xlmbp, + ModelInfo.xlmbpChunked, ] } else { return [ From b0d9d7ea48e2e8a963e1182f30d693982f67e126 Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Mon, 18 Sep 2023 19:37:09 +0200 Subject: [PATCH 07/17] PrompTextField uses location from PipelineLoader This could be merged in main. --- Diffusion/Common/Views/PromptTextField.swift | 24 ++++---------------- 1 file changed, 5 insertions(+), 19 deletions(-) diff --git a/Diffusion/Common/Views/PromptTextField.swift b/Diffusion/Common/Views/PromptTextField.swift index d0ec1ef..9d20e07 100644 --- a/Diffusion/Common/Views/PromptTextField.swift +++ b/Diffusion/Common/Views/PromptTextField.swift @@ -28,27 +28,13 @@ struct PromptTextField: View { ModelInfo.from(modelVersion: $model.wrappedValue) } - private var filename: String? { - let variant = modelInfo?.bestAttention ?? .original - return modelInfo?.modelURL(for: variant).lastPathComponent + private var pipelineLoader: PipelineLoader? { + guard let modelInfo = modelInfo else { return nil } + return PipelineLoader(model: modelInfo) } - - private var downloadedURL: URL? { - if let filename = filename { - return PipelineLoader.models.appendingPathComponent(filename) - } - return nil - } - - private var packagesFilename: String? { - (filename as NSString?)?.deletingPathExtension - } - + private var compiledURL: URL? { - if let packagesFilename = packagesFilename { - return downloadedURL?.deletingLastPathComponent().appendingPathComponent(packagesFilename) - } - return nil + return pipelineLoader?.compiledURL } private var textColor: Color { From 0414b9a55353ebadac6e2d68e785c1d5c76e7759 Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Mon, 18 Sep 2023 19:39:09 +0200 Subject: [PATCH 08/17] Fix potential model mismatch. --- Diffusion/Views/TextToImage.swift | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Diffusion/Views/TextToImage.swift b/Diffusion/Views/TextToImage.swift index cc13a24..5d76d12 100644 --- a/Diffusion/Views/TextToImage.swift +++ b/Diffusion/Views/TextToImage.swift @@ -124,7 +124,7 @@ struct TextToImage: View { var body: some View { VStack { HStack { - PromptTextField(text: $generation.positivePrompt, isPositivePrompt: true, model: deviceSupportsQuantization ? ModelInfo.v21Palettized.modelVersion : ModelInfo.v21Base.modelVersion) + PromptTextField(text: $generation.positivePrompt, isPositivePrompt: true, model: model.modelVersion) Button("Generate") { submit() } From d4c8eda10d76ee497b55a8dee376ef1cf09eb6a1 Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Mon, 18 Sep 2023 20:36:44 +0200 Subject: [PATCH 09/17] Tokenizer files --- Model/merges.txt | 48895 +++++++++++++++++++++++++++++++++++++++++++++ Model/vocab.json | 1 + 2 files changed, 48896 insertions(+) create mode 100644 Model/merges.txt create mode 100644 Model/vocab.json diff --git a/Model/merges.txt b/Model/merges.txt new file mode 100644 index 0000000..bbfec75 --- /dev/null +++ b/Model/merges.txt @@ -0,0 +1,48895 @@ +#version: 0.2 - Trained by `huggingface/tokenizers` +i n +t h +a n +r e +a r +e r +th e +in g +o u +o n +s t +o r +e n +o n +a l +a t +e r +i t +i n +t o +r o +i s +l e +i c +a t +an d +e d +o f +c h +o r +e s +i l +e l +s t +a c +o m +a m +l o +a n +a y +s h +r i +l i +t i +f or +n e +ð Ł +r a +h a +d e +o l +v e +s i +u r +a l +s e +' s +u n +d i +b e +l a +w h +o o +d ay +e n +m a +n o +l e +t o +ou r +i r +g h +w it +i t +y o +a s +s p +th is +t s +at i +yo u +wit h +a d +i s +a b +l y +w e +th e +t e +a s +a g +v i +p p +s u +h o +m y +. . +b u +c om +s e +er s +m e +m e +al l +c on +m o +k e +g e +ou t +en t +c o +f e +v er +a r +f ro +a u +p o +c e +gh t +ar e +s s +fro m +c h +t r +ou n +on e +b y +d o +t h +w or +er e +k e +p ro +f or +d s +b o +t a +w e +g o +h e +t er +in g +d e +b e +ati on +m or +a y +e x +il l +p e +k s +s c +l u +f u +q u +v er +ðŁ ĺ +j u +m u +at e +an d +v e +k ing +m ar +o p +h i +.. . +p re +a d +r u +th at +j o +o f +c e +ne w +a m +a p +g re +s s +d u +no w +y e +t ing +y our +it y +n i +c i +p ar +g u +f i +a f +p er +t er +u p +s o +g i +on s +g r +g e +b r +p l +' t +m i +in e +we e +b i +u s +sh o +ha ve +to day +a v +m an +en t +ac k +ur e +ou r +â Ģ +c u +l d +lo o +i m +ic e +s om +f in +re d +re n +oo d +w as +ti on +p i +i r +th er +t y +p h +ar d +e c +! ! +m on +mor e +w ill +t ra +c an +c ol +p u +t e +w n +m b +s o +it i +ju st +n ing +h ere +t u +p a +p r +bu t +wh at +al ly +f ir +m in +c a +an t +s a +t ed +e v +m ent +f a +ge t +am e +ab out +g ra +no t +ha pp +ay s +m an +h is +ti me +li ke +g h +ha s +th an +lo ve +ar t +st e +d ing +h e +c re +w s +w at +d er +it e +s er +ac e +ag e +en d +st r +a w +st or +r e +c ar +el l +al l +p s +f ri +p ho +p or +d o +a k +w i +f re +wh o +sh i +b oo +s on +el l +wh en +il l +ho w +gre at +w in +e l +b l +s si +al i +som e +ðŁ Ĵ +t on +d er +le s +p la +ï ¸ +e d +s ch +h u +on g +d on +k i +s h +an n +c or +. . +oun d +a z +in e +ar y +fu l +st u +ou ld +st i +g o +se e +ab le +ar s +l l +m is +b er +c k +w a +en ts +n o +si g +f e +fir st +e t +sp e +ac k +i f +ou s +' m +st er +a pp +an g +an ce +an s +g ood +b re +e ver +the y +t ic +com e +of f +b ack +as e +ing s +ol d +i ght +f o +h er +happ y +p ic +it s +v ing +u s +m at +h om +d y +e m +s k +y ing +the ir +le d +r y +u l +h ar +c k +t on +on al +h el +r ic +b ir +vi e +w ay +t ri +d a +p le +b ro +st o +oo l +ni ght +tr u +b a +re ad +re s +ye ar +f r +t or +al s +c oun +c la +t ure +v el +at ed +le c +en d +th ing +v o +ic i +be st +c an +wor k +la st +af ter +en ce +p ri +p e +e s +i l +âĢ ¦ +d re +y s +o ver +i es +ðŁ ij +com m +t w +in k +s un +c l +li fe +t t +a ch +l and +s y +t re +t al +p ol +s m +du c +s al +f t +' re +ch e +w ar +t ur +ati ons +ac h +m s +il e +p m +ou gh +at e +st ar +wee k +! !! +c lu +th ere +n er +t om +s el +ï¸ ı +wor ld +v es +c am +go t +in ter +of f +u m +ton ight +o ther +h ou +loo k +j e +i d +si on +be au +at t +el i +or t +re c +f f +st er +su pp +g en +be en +il y +te am +m m +i c +pe op +it t +at s +on ly +mb er +en g +b ri +m p +k now +b ur +b ar +in s +lo w +sh e +ro w +â Ŀ +t ro +peop le +vi a +lo w +ag a +be t +x t +f ac +ch ar +e ar +w al +s en +f am +b le +n ati +is h +n or +g ame +li ve +s co +le y +d on +ic k +b all +ver y +the se +p an +i a +at ing +c r +a re +g ir +ma ke +st re +sho w +. 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\ No newline at end of file From 9b97aa17b54ec929a880adb4eca722796172bc6a Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Mon, 25 Sep 2023 19:50:11 +0200 Subject: [PATCH 10/17] Disable reduce memory in 8GB devices. --- Diffusion/Common/ModelInfo.swift | 2 +- Diffusion/DiffusionApp.swift | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/Diffusion/Common/ModelInfo.swift b/Diffusion/Common/ModelInfo.swift index dcaa2e9..8b8f62f 100644 --- a/Diffusion/Common/ModelInfo.swift +++ b/Diffusion/Common/ModelInfo.swift @@ -108,7 +108,7 @@ extension ModelInfo { var reduceMemory: Bool { // Enable on iOS devices, except when using quantization if runningOnMac { return false } - if BENCHMARK { return true } + if BENCHMARK { return !deviceHas8GBOrMore } return !(quantized && deviceHas6GBOrMore) } } diff --git a/Diffusion/DiffusionApp.swift b/Diffusion/DiffusionApp.swift index 882d415..ecb3feb 100644 --- a/Diffusion/DiffusionApp.swift +++ b/Diffusion/DiffusionApp.swift @@ -20,6 +20,7 @@ struct DiffusionApp: App { let BENCHMARK = true let runningOnMac = ProcessInfo.processInfo.isMacCatalystApp let deviceHas6GBOrMore = ProcessInfo.processInfo.physicalMemory > 5910000000 // Reported by iOS 17 beta (21A5319a) on iPhone 13 Pro: 5917753344 +let deviceHas8GBOrMore = ProcessInfo.processInfo.physicalMemory > 7900000000 // Reported by iOS 17.0.2 on iPhone 15 Pro Max: 8021032960 let deviceSupportsQuantization = { if #available(iOS 17, *) { From c25e0c5ecc0f732eb993989d9f6797a9cda4c9c2 Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Mon, 25 Sep 2023 19:55:17 +0200 Subject: [PATCH 11/17] Update package revision. --- .../project.xcworkspace/xcshareddata/swiftpm/Package.resolved | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Diffusion.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Diffusion.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 298d546..f4fe18d 100644 --- a/Diffusion.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Diffusion.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -15,7 +15,7 @@ "location" : "https://github.com/ZachNagengast/ml-stable-diffusion", "state" : { "branch" : "sdxl-refiner", - "revision" : "90864bc9be4da1c7d79de6cf21e5c64a22a329c5" + "revision" : "efda89332c2be9ae969d5cffb658c2507210ee6b" } }, { From f90611ef29846aaf0eb476ec8251d6411b80da5c Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Wed, 27 Sep 2023 10:59:28 +0200 Subject: [PATCH 12/17] Update repo --- Diffusion.xcodeproj/project.pbxproj | 26 ++++++++++++------- .../xcshareddata/swiftpm/Package.resolved | 6 ++--- 2 files changed, 20 insertions(+), 12 deletions(-) diff --git a/Diffusion.xcodeproj/project.pbxproj b/Diffusion.xcodeproj/project.pbxproj index 7787103..49d0197 100644 --- a/Diffusion.xcodeproj/project.pbxproj +++ b/Diffusion.xcodeproj/project.pbxproj @@ -17,7 +17,8 @@ 8CEEB7DA2A54C88C00C23829 /* DiffusionImage.swift in Sources */ = {isa = PBXBuildFile; fileRef = 8CEEB7D82A54C88C00C23829 /* DiffusionImage.swift */; }; EB067F872992E561004D1AD9 /* HelpContent.swift in Sources */ = {isa = PBXBuildFile; fileRef = EB067F862992E561004D1AD9 /* HelpContent.swift */; }; EB560F0429A3C20800C0F8B8 /* Capabilities.swift in Sources */ = {isa = PBXBuildFile; fileRef = EB560F0329A3C20800C0F8B8 /* Capabilities.swift */; }; - EB9ACA2F2AB8990100889C5B /* StableDiffusion in Frameworks */ = {isa = PBXBuildFile; productRef = EB9ACA2E2AB8990100889C5B /* StableDiffusion */; }; + EB9BE0152AC425D300468918 /* StableDiffusion in Frameworks */ = {isa = PBXBuildFile; productRef = EB9BE0142AC425D300468918 /* StableDiffusion */; }; + EB9BE0172AC425DA00468918 /* StableDiffusion in Frameworks */ = {isa = PBXBuildFile; productRef = EB9BE0162AC425DA00468918 /* StableDiffusion */; }; EBB56B382AB87932005361A6 /* merges.txt in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B342AB87559005361A6 /* merges.txt */; }; EBB56B392AB87932005361A6 /* UnetChunk2.mlmodelc in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B302AB87559005361A6 /* UnetChunk2.mlmodelc */; }; EBB56B3A2AB87932005361A6 /* UnetChunk1.mlmodelc in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B362AB87559005361A6 /* UnetChunk1.mlmodelc */; }; @@ -132,7 +133,7 @@ buildActionMask = 2147483647; files = ( EBB5BA5D294504DE003A2A5B /* ZIPFoundation in Frameworks */, - EB9ACA2F2AB8990100889C5B /* StableDiffusion in Frameworks */, + EB9BE0152AC425D300468918 /* StableDiffusion in Frameworks */, ); runOnlyForDeploymentPostprocessing = 0; }; @@ -155,6 +156,7 @@ buildActionMask = 2147483647; files = ( F155203C297118E700DC009B /* CompactSlider in Frameworks */, + EB9BE0172AC425DA00468918 /* StableDiffusion in Frameworks */, EBDD7DAF29731FB300C1C4B2 /* ZIPFoundation in Frameworks */, ); runOnlyForDeploymentPostprocessing = 0; @@ -348,7 +350,7 @@ name = Diffusion; packageProductDependencies = ( EBB5BA5C294504DE003A2A5B /* ZIPFoundation */, - EB9ACA2E2AB8990100889C5B /* StableDiffusion */, + EB9BE0142AC425D300468918 /* StableDiffusion */, ); productName = Diffusion; productReference = EBE755C5293E37DD00806B32 /* Diffusion.app */; @@ -408,6 +410,7 @@ packageProductDependencies = ( F155203B297118E700DC009B /* CompactSlider */, EBDD7DAE29731FB300C1C4B2 /* ZIPFoundation */, + EB9BE0162AC425DA00468918 /* StableDiffusion */, ); productName = "Diffusion-macOS"; productReference = F15520212971093300DC009B /* Diffusers.app */; @@ -451,7 +454,7 @@ packageReferences = ( EBB5BA5B294504DE003A2A5B /* XCRemoteSwiftPackageReference "ZIPFoundation" */, F155203A297118E600DC009B /* XCRemoteSwiftPackageReference "CompactSlider" */, - EB9ACA2D2AB8990100889C5B /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */, + EB9BE0132AC4256F00468918 /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */, ); productRefGroup = EBE755C6293E37DD00806B32 /* Products */; projectDirPath = ""; @@ -1000,11 +1003,11 @@ /* End XCConfigurationList section */ /* Begin XCRemoteSwiftPackageReference section */ - EB9ACA2D2AB8990100889C5B /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */ = { + EB9BE0132AC4256F00468918 /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */ = { isa = XCRemoteSwiftPackageReference; - repositoryURL = "https://github.com/ZachNagengast/ml-stable-diffusion"; + repositoryURL = "https://github.com/apple/ml-stable-diffusion"; requirement = { - branch = "sdxl-refiner"; + branch = main; kind = branch; }; }; @@ -1031,9 +1034,14 @@ isa = XCSwiftPackageProductDependency; productName = StableDiffusion; }; - EB9ACA2E2AB8990100889C5B /* StableDiffusion */ = { + EB9BE0142AC425D300468918 /* StableDiffusion */ = { + isa = XCSwiftPackageProductDependency; + package = EB9BE0132AC4256F00468918 /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */; + productName = StableDiffusion; + }; + EB9BE0162AC425DA00468918 /* StableDiffusion */ = { isa = XCSwiftPackageProductDependency; - package = EB9ACA2D2AB8990100889C5B /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */; + package = EB9BE0132AC4256F00468918 /* XCRemoteSwiftPackageReference "ml-stable-diffusion" */; productName = StableDiffusion; }; EBB5BA5C294504DE003A2A5B /* ZIPFoundation */ = { diff --git a/Diffusion.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Diffusion.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index f4fe18d..309642c 100644 --- a/Diffusion.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Diffusion.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -12,10 +12,10 @@ { "identity" : "ml-stable-diffusion", "kind" : "remoteSourceControl", - "location" : "https://github.com/ZachNagengast/ml-stable-diffusion", + "location" : "https://github.com/apple/ml-stable-diffusion", "state" : { - "branch" : "sdxl-refiner", - "revision" : "efda89332c2be9ae969d5cffb658c2507210ee6b" + "branch" : "main", + "revision" : "d0d05ce44d50d6eae7378d2945ffae90d3ab43ed" } }, { From 993461f2b5b932339205d3101cb2ffe370b5a6bf Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Wed, 27 Sep 2023 11:02:46 +0200 Subject: [PATCH 13/17] Remove VAE Encoder asset from benchmark --- Diffusion.xcodeproj/project.pbxproj | 4 ---- 1 file changed, 4 deletions(-) diff --git a/Diffusion.xcodeproj/project.pbxproj b/Diffusion.xcodeproj/project.pbxproj index 49d0197..f29fef3 100644 --- a/Diffusion.xcodeproj/project.pbxproj +++ b/Diffusion.xcodeproj/project.pbxproj @@ -25,7 +25,6 @@ EBB56B3B2AB87932005361A6 /* VAEDecoder.mlmodelc in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B332AB87559005361A6 /* VAEDecoder.mlmodelc */; }; EBB56B3C2AB87932005361A6 /* vocab.json in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B352AB87559005361A6 /* vocab.json */; }; EBB56B3D2AB87932005361A6 /* TextEncoder.mlmodelc in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B312AB87559005361A6 /* TextEncoder.mlmodelc */; }; - EBB56B3E2AB87932005361A6 /* VAEEncoder.mlmodelc in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B372AB87559005361A6 /* VAEEncoder.mlmodelc */; }; EBB56B3F2AB87932005361A6 /* TextEncoder2.mlmodelc in Resources */ = {isa = PBXBuildFile; fileRef = EBB56B322AB87559005361A6 /* TextEncoder2.mlmodelc */; }; EBB5BA5329425BEE003A2A5B /* PipelineLoader.swift in Sources */ = {isa = PBXBuildFile; fileRef = EBB5BA5229425BEE003A2A5B /* PipelineLoader.swift */; }; EBB5BA5A29426E06003A2A5B /* Downloader.swift in Sources */ = {isa = PBXBuildFile; fileRef = EBB5BA5929426E06003A2A5B /* Downloader.swift */; }; @@ -94,7 +93,6 @@ EBB56B342AB87559005361A6 /* merges.txt */ = {isa = PBXFileReference; lastKnownFileType = text; path = merges.txt; sourceTree = ""; }; EBB56B352AB87559005361A6 /* vocab.json */ = {isa = PBXFileReference; lastKnownFileType = text.json; path = vocab.json; sourceTree = ""; }; EBB56B362AB87559005361A6 /* UnetChunk1.mlmodelc */ = {isa = PBXFileReference; lastKnownFileType = wrapper; path = UnetChunk1.mlmodelc; sourceTree = ""; }; - EBB56B372AB87559005361A6 /* VAEEncoder.mlmodelc */ = {isa = PBXFileReference; lastKnownFileType = wrapper; path = VAEEncoder.mlmodelc; sourceTree = ""; }; EBB5BA5229425BEE003A2A5B /* PipelineLoader.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PipelineLoader.swift; sourceTree = ""; }; EBB5BA5929426E06003A2A5B /* Downloader.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = Downloader.swift; sourceTree = ""; }; EBDD7DB22973200200C1C4B2 /* Utils.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = Utils.swift; sourceTree = ""; }; @@ -196,7 +194,6 @@ EBB56B362AB87559005361A6 /* UnetChunk1.mlmodelc */, EBB56B302AB87559005361A6 /* UnetChunk2.mlmodelc */, EBB56B332AB87559005361A6 /* VAEDecoder.mlmodelc */, - EBB56B372AB87559005361A6 /* VAEEncoder.mlmodelc */, EBB56B352AB87559005361A6 /* vocab.json */, ); path = Model; @@ -475,7 +472,6 @@ files = ( EBB56B3B2AB87932005361A6 /* VAEDecoder.mlmodelc in Resources */, EBB56B382AB87932005361A6 /* merges.txt in Resources */, - EBB56B3E2AB87932005361A6 /* VAEEncoder.mlmodelc in Resources */, EBB56B3F2AB87932005361A6 /* TextEncoder2.mlmodelc in Resources */, EBB56B392AB87932005361A6 /* UnetChunk2.mlmodelc in Resources */, EBB56B3A2AB87932005361A6 /* UnetChunk1.mlmodelc in Resources */, From b03b8c7da9753eb2b8c9a07591629380f271dc08 Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Thu, 28 Sep 2023 09:52:56 +0200 Subject: [PATCH 14/17] Update descriptions --- Diffusion/Common/ModelInfo.swift | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/Diffusion/Common/ModelInfo.swift b/Diffusion/Common/ModelInfo.swift index 8b8f62f..13a6613 100644 --- a/Diffusion/Common/ModelInfo.swift +++ b/Diffusion/Common/ModelInfo.swift @@ -175,14 +175,14 @@ extension ModelInfo { static let xl = ModelInfo( modelId: "apple/coreml-stable-diffusion-xl-base", - modelVersion: "Stable Diffusion XL base", + modelVersion: "SDXL base (1024, macOS)", supportsEncoder: true, isXL: true ) static let xlmbp = ModelInfo( modelId: "apple/coreml-stable-diffusion-mixed-bit-palettization", - modelVersion: "Stable Diffusion XL base [4.5 bit]", + modelVersion: "SDXL base (1024, macOS) [4.5 bit]", supportsEncoder: true, quantized: true, isXL: true @@ -191,7 +191,7 @@ extension ModelInfo { // Temporary until we integrate it in `xlmbpp` static let xlmbpChunked = ModelInfo( modelId: "coremlfiles/coreml-stable-diffusion-mixed-bit-palettization", - modelVersion: "Stable Diffusion XL base [4.5 bit]", + modelVersion: "SDXL base (768, iOS) [4 bit]", supportsEncoder: true, quantized: true, isXL: true From 45d46ad5c032fc862c81b4bcd0e73198d6007571 Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Thu, 28 Sep 2023 10:25:13 +0200 Subject: [PATCH 15/17] Generalize condition --- Diffusion/Common/ModelInfo.swift | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Diffusion/Common/ModelInfo.swift b/Diffusion/Common/ModelInfo.swift index 13a6613..9a79612 100644 --- a/Diffusion/Common/ModelInfo.swift +++ b/Diffusion/Common/ModelInfo.swift @@ -108,7 +108,7 @@ extension ModelInfo { var reduceMemory: Bool { // Enable on iOS devices, except when using quantization if runningOnMac { return false } - if BENCHMARK { return !deviceHas8GBOrMore } + if isXL { return !deviceHas8GBOrMore } return !(quantized && deviceHas6GBOrMore) } } From e3292d8cd4954f31e517b1f4bbebd58c38bc06a6 Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Thu, 28 Sep 2023 10:42:39 +0200 Subject: [PATCH 16/17] Fix compilation for macOS --- Diffusion-macOS/Capabilities.swift | 2 ++ Diffusion-macOS/ContentView.swift | 2 +- Diffusion-macOS/GeneratedImageView.swift | 2 +- Diffusion-macOS/StatusView.swift | 4 ++-- Diffusion/Common/ModelInfo.swift | 1 - 5 files changed, 6 insertions(+), 5 deletions(-) diff --git a/Diffusion-macOS/Capabilities.swift b/Diffusion-macOS/Capabilities.swift index edae0fe..c5ae1bd 100644 --- a/Diffusion-macOS/Capabilities.swift +++ b/Diffusion-macOS/Capabilities.swift @@ -10,6 +10,8 @@ import Foundation let runningOnMac = true let deviceHas6GBOrMore = true +let deviceHas8GBOrMore = true +let BENCHMARK = false let deviceSupportsQuantization = { if #available(macOS 14, *) { diff --git a/Diffusion-macOS/ContentView.swift b/Diffusion-macOS/ContentView.swift index a3bc5bc..45c0038 100644 --- a/Diffusion-macOS/ContentView.swift +++ b/Diffusion-macOS/ContentView.swift @@ -66,7 +66,7 @@ struct ContentView: View { @StateObject var generation = GenerationContext() func toolbar() -> any View { - if case .complete(let prompt, let cgImage, _, _) = generation.state, let cgImage = cgImage { + if case .complete(let prompt, let cgImage, _, _, _) = generation.state, let cgImage = cgImage { // TODO: share seed too return ShareButtons(image: cgImage, name: prompt) } else { diff --git a/Diffusion-macOS/GeneratedImageView.swift b/Diffusion-macOS/GeneratedImageView.swift index de1e30f..dd5294a 100644 --- a/Diffusion-macOS/GeneratedImageView.swift +++ b/Diffusion-macOS/GeneratedImageView.swift @@ -42,7 +42,7 @@ struct GeneratedImageView: View { .buttonStyle(.plain) } }) - case .complete(_, let image, _, _): + case .complete(_, let image, _, _, _): guard let theImage = image else { return AnyView(Image(systemName: "exclamationmark.triangle").resizable()) } diff --git a/Diffusion-macOS/StatusView.swift b/Diffusion-macOS/StatusView.swift index e255dba..76c63eb 100644 --- a/Diffusion-macOS/StatusView.swift +++ b/Diffusion-macOS/StatusView.swift @@ -23,7 +23,7 @@ struct StatusView: View { if result.userCanceled { generation.state = .userCanceled } else { - generation.state = .complete(generation.positivePrompt, result.image, result.lastSeed, result.interval) + generation.state = .complete(generation.positivePrompt, result.image, result.lastSeed, result.interval, result.itsPerSecond) } } catch { generation.state = .failed(error) @@ -75,7 +75,7 @@ struct StatusView: View { Text("Generating \(Int(round(100*fraction)))%") Spacer() } - case .complete(_, let image, let lastSeed, let interval): + case .complete(_, let image, let lastSeed, let interval, let _): guard let _ = image else { return HStack { Text("Safety checker triggered, please try a different prompt or seed.") diff --git a/Diffusion/Common/ModelInfo.swift b/Diffusion/Common/ModelInfo.swift index 9a79612..15484ae 100644 --- a/Diffusion/Common/ModelInfo.swift +++ b/Diffusion/Common/ModelInfo.swift @@ -188,7 +188,6 @@ extension ModelInfo { isXL: true ) - // Temporary until we integrate it in `xlmbpp` static let xlmbpChunked = ModelInfo( modelId: "coremlfiles/coreml-stable-diffusion-mixed-bit-palettization", modelVersion: "SDXL base (768, iOS) [4 bit]", From 01bc67b6596f5acc31d838d58c2ada3150887320 Mon Sep 17 00:00:00 2001 From: Pedro Cuenca Date: Thu, 28 Sep 2023 10:43:02 +0200 Subject: [PATCH 17/17] Disable previews only on iOS --- Diffusion/Common/State.swift | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Diffusion/Common/State.swift b/Diffusion/Common/State.swift index 0c34488..49b9c36 100644 --- a/Diffusion/Common/State.swift +++ b/Diffusion/Common/State.swift @@ -66,7 +66,7 @@ class GenerationContext: ObservableObject { @Published var numImages = 1.0 @Published var seed: UInt32 = 0 @Published var guidanceScale = 7.5 - @Published var previews = 0.0 + @Published var previews = runningOnMac ? 5.0 : 0.0 @Published var disableSafety = false @Published var previewImage: CGImage? = nil