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Achilles Mila Deep Neural Network library provides an API to model, train and evaluate Recurrent Neural Networks. Mila utilizes the NVIDIA CUDA runtime and the CuDNN library for high-performance GPU acceleration.

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Mila

Mila Deep Neural Net library

Prerelease Notice

Mila, version 0.9.15-alpha is currently an early, experimental, preview release.

Description

Achilles Mila Deep Neural Network library provides an API to model, train and evaluate Deep Neural Networks. Mila utilizes the NVIDIA CUDA runtime for high-performance GPU acceleration.

Top Features

1 Deep Neural Nets

  • GPT2, Recurrent Neural Networks
  • GPU acceleration using CUDA runtime

2 Datasets

  • Batch sequence loader

What's New

Mila, Version 0.9.15-alpha adds:

  • CUDA Runtime 12.6
  • NVidia Thrust latest

Mila Build Instructions

Mila is transitioning to use CMake build.

Required Components

  • C++ 20 Module API
  • NVIDIA Cuda Runtime, 12.6.x

About

Achilles Mila Deep Neural Network library provides an API to model, train and evaluate Recurrent Neural Networks. Mila utilizes the NVIDIA CUDA runtime and the CuDNN library for high-performance GPU acceleration.

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