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LibML

Description

LibML is a library for loading, configuring, and running machine learning models in production. It provides a simple high-level API for C++ applications. LibML uses TensorFlow with XNNPACK acceleration for low latency inference.

Install

./configure.sh
cd build
sudo make -j$(nproc) install

Examples

Binary Classifier

BinaryClassifier classifier;

if(!classifier.buildFromFile(model_path))
    return 1;

float output = 0.0;

if(!classifier.run(input, input_size, output))
    return 1;

std::cout << "output: " << output << "%\n";

Build Dependencies

  • CMake
  • C++ Compiler