Eclipse Aidge

Scope

Eclipse Aidge provides a platform for fast and accurate Deep Neural Network (DNN) simulation and full and automated DNN-based applications building and deployment.

In-scope:

  • Compute graph dataflow modeling;
  • Graph pattern matching and manipulation;
  • Graph tiling and optimization;
  • Graph scheduling and compilation;
  • Hardware modeling and mapping;
  • Graph code generation;
  • Deep network building and training;
  • Deep network optimization (quantization, pruning);
  • Deep network deployment on heterogenous hardware;
  • Database handling and data pre-processing;
  • Peformances benchmarking before and after deployment.
Releases
Reviews
Name Date
Creation Review 2022-09-14