quantization-efficient-network

Here are 8 public repositories matching this topic...

clovaai / frostnet

FrostNet: Towards Quantization-Aware Network Architecture Search

computer-vision deep-learning pytorch style-transfer classification object-detection quantization network-architecture semantic-segmentation optimizers quantization-aware-training int8-quantization post-quantization quantization-efficient-network

Updated May 3, 2024
Python

GiorgosXou / NeuralNetworks

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A resource-conscious neural network implementation for MCUs

Updated Apr 22, 2025
C++

SHVleV9CYWkK / IoT-anomaly-detection

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🚀 Leveraging advanced RNN with LSTM for efficient, real-time anomaly detection in IoT networks, optimized for performance in resource-constrained environments.

raspberry-pi iot python3 pytorch lstm-model fog-computing time-series-analysis mlp-classifier rnn-lstm quantization-efficient-network

Updated Nov 25, 2023
Jupyter Notebook

densechen / eve-mli

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eve-mli: making learning interesting

reinforcement-learning deep-learning pypi deep-reinforcement-learning pytorch pruning spiking-neural-networks network-architecture model-compression quantization-efficient-network eve-mli

Updated Mar 19, 2022
Python

elphinkuo / llamaqt.c

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Clean C language version of quantizing llama2 model and running quantized llama2 model

quantization google-colab quantization-algorithms quantization-efficient-network large-language-models

Updated Sep 8, 2023
C

AngelLagr / reduce-ml-cost-with-quantization-pruning

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This project demonstrates the impact of model design choices on both energy consumption and economic cost. It analyzes the weight importance within a neural network, estimates the total FLOPs required for inference, and explores how quantization and pruning affect resource efficiency.

machine-learning neural-network efficiency neural-networks pruning quantization cost-optimization quantization-efficient-network