anemll-profile is a tool designed to help you understand how CoreML models perform on Apple devices. It looks at how the Apple Neural Engine (ANE) processes your models and tells you how much resource and time they need. This helps developers make models better for iPhones and iPads. You don't need to know programming to use it.
Before downloading, make sure your Windows PC meets these minimum requirements:
- Windows 10 or later (64-bit)
- At least 4 GB of RAM
- 500 MB of free disk space
- Internet connection to download the software
- Administrator rights to install applications
This ensures the program runs smoothly and without errors.
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Download the tool: Use the green button above or click here to visit the download page.
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Extract the files: The download page will guide you to download a compressed folder (.zip). After downloading, right-click the file and choose "Extract All". Pick a folder where you want to save the program files.
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Run the program: Open the extracted folder and look for a file named
anemll-profile.exe. Double-click it to start the application. -
Use the program: The interface is simple. Follow on-screen instructions to load your CoreML models for profiling.
To download and install anemll-profile, follow these steps carefully:
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Click this link: Download Page.
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The page opens the GitHub repository for anemll-profile. Locate the “Releases” section on the right or scroll down to find it.
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Inside “Releases,” look for the latest version. You will see files attached, usually a
.zipor.exefile. -
Download the
.zipfile recommended for Windows. -
When the file finishes downloading, find it in your “Downloads” folder.
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Right-click on the file and select “Extract All…”. Choose a folder where you can easily find it, like the Desktop.
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Open the new folder, double-click
anemll-profile.exeto start.
After starting the program, use it like this:
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Open CoreML models: Click the 'Open' button or drag your CoreML model files (.mlmodel) into the program window.
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Start profiling: Click “Analyze” or “Start” to begin checking the model on the Apple Neural Engine.
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View results: The tool shows a detailed report on time taken, power used, and bottlenecks.
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Save your report: You can export the results as a PDF or text file by clicking “Save Report.”
These reports help developers improve model speed and power use for Apple devices.
- Profiles CoreML models focusing on Apple Neural Engine performance
- Displays clear resource and time usage
- Generates easy-to-read reports
- Supports multiple CoreML model files
- Works offline once downloaded
- Simple interface with no programming needed
If the program does not start, try the following:
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Check if Windows is updated.
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Make sure you extracted all files before running the
.exe. -
Run the program as Administrator by right-clicking on
anemll-profile.exeand selecting “Run as administrator.”
If you see error messages when loading models:
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Confirm your files are valid CoreML
.mlmodelfiles. -
Try using smaller or simpler models.
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Restart your PC and try again.
For detailed issues, check the repository’s “Issues” tab on GitHub.
To update:
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Return to the Download Page.
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Check for a newer release.
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Download the latest version as described above.
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Replace the old program files with the new ones.
If you need support:
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Visit the GitHub page and look for the “Discussions” or “Issues” area.
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Read through common questions or post your problems there.
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Some topics include installation help, usage questions, and bugs.
