Unofficial implementation of LSQ-Net, a neural network quantization framework
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May 8, 2024 - Python
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neural-network-quantization
Here are 5 public repositories matching this topic...
A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralzip
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Dec 20, 2022 - Python
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Dec 4, 2024 - Jupyter Notebook
Laboratories and group projects about Neural Networks altered by means of quantization and pruning techniques in order to deploy them on embedded hardware.
mqtt raspberry-pi iot microservices deep-learning neural-network embedded-systems rest-server neural-network-quantization neural-network-pruning
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Sep 2, 2021 - Python
整数量化的严格数学验证：随机舍入、误差反馈、位拆分、精度分配、噪声整形、梯度恒等式、网络属性，NumPy/PyTorch 双库互证，开箱即跑。Independent, reproducible, dual-library (NumPy + PyTorch) verification of integer-quantization mathematics. Clone and run.
machine-learning reproducible-research numpy pytorch quantization numerical-analysis error-feedback low-precision neural-network-quantization integer-quantization noise-shaping stochastic-rounding mathematical-verification delta-sigma-modulation
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Aug 19, 2026 - Python
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