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CoreML models persist in memory when changed
Hi, I'm using apple/ml-stable-diffusion package with CoreML models running under GPU mode in my SwiftUI app. The problem that I have and every other implementation I have tested is that every time the model is changed the old model still persists I'm memory until the app is reset. This is the same for every app I have tested that uses this package. So my question is can I kill the sub processes or flush the memory. The package has memory freeing functions, but they don't affect the loaded model. Any clues as to where I might start looking?
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571
Feb ’24
Reading json post requests sent by http
I have been struggling for hours trying to get access to the json that has been sent via http by a client application. Once I can get at it I can get my code to deal with it and respond, I just can get past the server side of this. I can read all the information about the POST, type, size, length, source, but not the POST itself, and the server works just fine for displaying simple pages. I've included my terminal response and my code, id be really grateful if someone could help me access the hidden bytes. OST /api/v1 HTTP/1.1 Host: localhost:7860 Content-Type: application/json Connection: keep-alive Accept: */* User-Agent: TheApp/10 CFNetwork/1492.0.1 Darwin/23.3.0 Content-Length: 47 Accept-Language: en-GB,en;q=0.9 Accept-Encoding: gzip, deflate import SwiftUI class PicoHttpServer { private static var serverSocket: Int32? private static let queue = DispatchQueue(label: "com.pico.http.server.queue") private static let semaphore = DispatchSemaphore(value: 1) static func httpOkResponse(html: String) -> String { return "HTTP/1.1 200 OK\r\nServer: PicoHttpServer\r\nContent-Length: \(html.count)\r\n\r\n\(html)" } static func start(port: UInt16 = hostPort, address: UInt32 = INADDR_LOOPBACK, requestHandler: @escaping ((String) -> String)) { semaphore.wait() let started = serverSocket != nil semaphore.signal() if started { return } queue.async { realStart(port: port, address: address, requestHandler: requestHandler) } } static func stop() { semaphore.wait() if let serverSocker = serverSocket { close(serverSocker) } serverSocket = nil semaphore.signal() } private static func realStart(port: UInt16, address: UInt32, requestHandler: ((String) -> String)) { let tcpSocket = socket(AF_INET, SOCK_STREAM, IPPROTO_TCP) if tcpSocket == -1 { return } serverSocket = tcpSocket var reuseOn = Int32(1) setsockopt(tcpSocket, SOL_SOCKET, SO_REUSEADDR, &reuseOn, socklen_t(MemoryLayout.size(ofValue: reuseOn))) var socketAddress = sockaddr_in() socketAddress.sin_family = sa_family_t(AF_INET) socketAddress.sin_port = port.bigEndian socketAddress.sin_addr = in_addr(s_addr: address.bigEndian) socketAddress.sin_zero = (0, 0, 0, 0, 0, 0, 0, 0) let socklen = UInt8(socklen_t(MemoryLayout<sockaddr_in>.size)) let bindResult = withUnsafePointer(to: &socketAddress) { sockaddrInPtr -> Int32 in let sockaddrPtr = UnsafeRawPointer(sockaddrInPtr).assumingMemoryBound(to: sockaddr.self) return bind(tcpSocket, sockaddrPtr, socklen_t(socklen)) } if bindResult == -1 { return } let listenResult = listen(tcpSocket, 5) if listenResult == -1 { return } print("Server started") while(true) { semaphore.wait() let stopped = serverSocket == nil semaphore.signal() if stopped { break } let mtu = 65536 let client = accept(tcpSocket, nil, nil) if client == -1 { continue } var buffer = Data(repeating: 0, count: mtu) let readResult = buffer.withUnsafeMutableBytes { pointer in return read(client, pointer.baseAddress, mtu) } if readResult == -1 { continue } let clientData = buffer.subdata(in: 0..<readResult) // print("client data = \(clientData)") let urlContent = NSString(data: buffer, encoding: String.Encoding.ascii.rawValue) // print(" buffer = \(urlContent!)") // print(" buffer = \(urlContent!)") // print("client buffer = \(buffer)") // print("just data?? = \(String(describing: start))") let clientRequest = String(data: clientData, encoding: .utf8) ?? "" // print("client read = \(readResult)") let response = requestHandler(clientRequest) // print("read = \(String(describing: read))") response.withCString { bytes in write(client, bytes, Int(strlen(bytes))) close(client) } } print("Server stopped") } } struct serverView: View { var body: some View { Text("DrawOmatic server test, please visit localhost:7860 to check if working.") .padding() HStack { Text("Port") // TextField("port", value: hostPort, format: .number) // .textFieldStyle(.roundedBorder) // .padding() TextField("\(hostPort)", text: Binding( get: { (hostPort != nil) ? String(hostPort) : "" }, set: { hostPort = UInt16($0.filter { "0123456789".contains($0) }) ?? 7860 }) ) } Button { Task { PicoHttpServer.start { request in if request.hasPrefix("GET /1.html") { return PicoHttpServer.httpOkResponse(html: "<html><body>Page 1</body></html>") } else if request.hasPrefix("GET /2.html") { return PicoHttpServer.httpOkResponse(html: "<html><body>Page 2</body></html>") } else { print("Welcome to the site,\(request)") return PicoHttpServer.httpOkResponse(html: "<html><body>Welcome To the site</body></html>") } } } } label: { Text("server start", comment: "server start") .frame(minWidth:30) } Button { Task { PicoHttpServer.stop() } } label: { Text("server stop", comment: "server start") .frame(minWidth:30) } } }
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504
Dec ’23