TFLite LiteRT TensorFlow Test vs App Icon Extractor

How fast does your .tflite model actually run on this iPhone? Pick CPU, GPU or Neural Engine. Get real latency and QPS. No Mac, no Xcode project, no Bazel build, no cloud, no account. Open a .tflite file from the Files app, pick an accelerator, run it. A real measurement on the exact device you care about, in about a minute — no Bazel workspace, no benchmark tool built from source. PICK THE ACCELERATOR - Neural Engine — attaches the Core ML delegate, so supported operators run on the Apple Neural Engine - GPU — attaches the GPU delegate, backed by Metal - CPU — the plain interpreter, with a thread count you choose: 1, 2, 4, 6 or 8 One configuration per run: run it, change the delegate or thread count, load it again, compare the numbers yourself. WHAT YOU GET - Latency: mean, min and max, in milliseconds - Queries per second - Total queries completed and total run duration - A query count you set per run, from 50 to 5,000 invocations Mean, min and max time the model inference call only — no pre-processing, no post-processing. Duration covers the whole loop. The screen stays awake during a run. WHAT YOU SEE ABOUT THE MODEL - Every input and output tensor: index, name, shape and data type (uInt8, int32, float16, float32 and the rest) - Model file size and framework - Live app memory usage against the memory available to the app, refreshed while the model runs - A device tab with model identifier, system version, disk space, and the exact TensorFlow Lite runtime version this build links against A MobileNet model ships in the app and loads on launch, so you see a real measurement before importing your own. READ THIS BEFORE YOU TRUST A NUMBER Inference runs on a zeroed dummy input. The app fills every input tensor with zeros and invokes the model, so what you measure is the compute cost of the graph on the accelerator you picked — latency and throughput, nothing else. It is not an accuracy test. It will not tell you whether your model gives the correct answer, and it does not show output tensor values. Ask it "how fast", not "how correct". What it does not do, stated up front: no side-by-side accelerator comparison in one run, no per-layer or per-operator profiling, no result export, no image or real-data input. It opens .tflite files only. PRIVACY Your model never leaves the device. Loading, inspection, inference and timing all happen locally on your iPhone or iPad. No account, no sign-in — your models and your results are never uploaded. TensorFlow Lite is now called LiteRT; the format and the .tflite extension are unchanged. TensorFlow, the TensorFlow logo and any related marks are trademarks of Google Inc. Not affiliated with or endorsed by Google.

Get any app's icon in seconds — in full resolution, ready to use. Whether you're building a presentation, writing a blog post, designing a comparison chart, or simply need a clean version of an app's icon, App Icon Extractor gives you instant access to high-quality icons from the entire App Store catalog. WHAT YOU CAN DO Search for any iPhone, iPad, or Mac app by name and instantly preview its icon in full detail. Choose from multiple sizes — from compact 60×60 thumbnails up to crisp 1024×1024 originals — and export exactly what you need. Every icon can be shared as a PNG file, saved directly to your photo library, or copied to the clipboard for immediate use in your favorite design tool. Want the icon to look exactly like it does on your Home Screen? Toggle the iOS rounded mask to apply the authentic superellipse shape. Prefer the raw square version? That's the default. YOUR ICONS, YOUR WAY ◦ Preview icons at 60, 100, 512, or 1024 pixels ◦ Export as lossless PNG in any of those sizes ◦ Apply or remove the iOS corner mask with one tap ◦ Share via AirDrop, Messages, Mail, or any other app ◦ Save to Photos or copy to clipboard instantly ◦ Browse icons from over 60 App Store regions worldwide BUILT FOR EVERYONE Designers use it to grab reference icons for mockups and pitch decks. Developers use it to compare their icon against competitors. Bloggers and journalists use it to illustrate app reviews. Teachers use it to create guides and tutorials. No login required. No subscription. No ads. Just search, preview, and export. SAVE YOUR FAVORITES Found an icon you love? Tap the heart to save it for later. Your favorites are always just one tap away — perfect for building an icon collection or revisiting apps you've researched before. WORKS WHERE YOU WORK App Icon Extractor is designed for both iPhone and iPad. On iPad, the split-view layout gives you a spacious workspace with sidebar navigation — ideal for browsing and exporting multiple icons in one session. The app respects your device settings: dates, numbers, and file sizes are formatted according to your locale preferences. Available in 12 languages.