Smart Neural Network Optimization

Zero-config CNN pruning and quantization.
Optimize speed.  Reduce costs.

Inference is Expensive

Running a computer vision model is an expensive operation. You have invested a lot of resources and time building your model. Now it turns out keeping the lights on might be even more costly.

How AIminify changes the game

AIminify utilizes a combination of compression methods to refine and significantly reduce model inference while maintaining acceptable accuracy.

On-Premise

Aiminify can easily integrate into your machine learning pipeline with just one line of code. We understand the importance of keeping your models secure. That’s why we don’t require you to share your models with us.

Smart Pruning

AIminify walks through your entire neural network and analyzes which nodes can be pruned based on a number of mathematically determined parameters. Drastically reducing FLOPs with minimal accuracy loss.

Zero Configuration

AIminify is compatible with PyTorch or Tensorflow models right out of the box. Our library determines the best settings for you, but you can also customize the compression level and enable quantization.

Get a balanced trade-off between size, speed and the quality of your AI model

Our intelligent AI compression solution is easy to use and increases the speed of use and deployability with minimal loss of quality.

AIminify saves you

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Costs

Reduction of GPU usage due to the smaller model, which could result in running on CPU and eliminating the need for GPU, resulting in significant cost savings.

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Time

Optimized AI models deliver faster results resulting in significant performance and inference improvements.

Accuracy

Despite the compression, the model’s accuracy and reliability will largely be maintained.

Carbon Footprint

AI compression reduces the need for extensive server space and processing power, promoting an eco-friendly and sustainable solution.

Get a balanced trade-off between size, speed, and the quality of your AI model

Our intelligent AI compression solution is easy to use and increases the speed of use and deployability with minimal loss of quality.

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