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Top 2 quantization-aware-training 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

torch-model-compression

针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库

✭ 126

python pytorch pruning quantization tensorrt model-compression qat onnx reparameterization tensorrt-conversion quantization-aware-training acnet

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