Eclipse Aidge

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.