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Top 3 auto-tuning open source projects

Intel® Neural Compressor (formerly known as Intel® Low Precision Optimization Tool), targeting to provide unified APIs for network compression technologies, such as low precision quantization, sparsity, pruning, knowledge distillation, across different deep learning frameworks to pursue optimal inference performance.

✭ 666

python javascript typescript HTML Jupyter Notebook SCSS sparsity deep-learning pruning quantization knowledge-distillation auto-tuning low-precision quantization-aware-training post-training-quantization

uptune

A Generic Distributed Auto-Tuning Infrastructure

✭ 18

python C++shell Dockerfile CMake r distributed-systems heuristics auto-tuning

phoebe

Phoebe

✭ 83

c python Meson shell C++linux machine-learning artificial-intelligence systems self-healing auto-tuning

1-3 of 3 auto-tuning projects