quantization-efficient-network

There are 0 repository under quantization-efficient-network topic.

clovaai / frostnet
FrostNet: Towards Quantization-Aware Network Architecture Search
deep-learning pytorch quantization quantization-aware-training classification object-detection semantic-segmentation style-transfer optimizers computer-vision post-quantization quantization-efficient-network network-architecture int8-quantization
Language:Python 105
GiorgosXou / NeuralNetworks
A resource-conscious neural network implementation for MCUs
arduino avr attiny attiny85 microcontrollers simple neural-networks mlp neural-network maths mnist-handwriting-recognition mnist-dataset mnist mnist-model mnist-nn tensorflow tensorflow-examples quantization quantization-efficient-network int8-quantization
Language:C++ 100
ShekharShwetank / Quantized_Neural_Network_on_RISC-V
Learning Path: RISC-V & Advanced Edge AI on SiFive FE310-G002 SoC | 32-bit RISC-V | 320 MHz | 16KB L1 Instruction Cache | 128Mbit (16MB) QSPI Flash | 4-stage pipeline
edge-ai risc-v bitnet quantization-efficient-network tensorflow-lite-micro bare-metal
Language:C++ 14
SHVleV9CYWkK / IoT-anomaly-detection
🚀 Leveraging advanced RNN with LSTM for efficient, real-time anomaly detection in IoT networks, optimized for performance in resource-constrained environments.
fog-computing iot lstm-model mlp-classifier python3 pytorch quantization-efficient-network raspberry-pi time-series-analysis rnn-lstm
Language:Jupyter Notebook 12
densechen / eve-mli
eve-mli: making learning interesting
deep-learning deep-reinforcement-learning pytorch spiking-neural-networks quantization-efficient-network pruning model-compression network-architecture reinforcement-learning pypi eve-mli
Language:Python 9
elphinkuo / llamaqt.c
Clean C language version of quantizing llama2 model and running quantized llama2 model
google-colab large-language-models quantization quantization-algorithms quantization-efficient-network
Language:C 4
ShekharShwetank / VSD_EDGE_AI_RESEARCH_INTERNSHIP
Learning Path: RISC-V & Advanced Edge AI on SiFive FE310-G002 SoC | 32-bit RISC-V | 320 MHz | 16KB L1 Instruction Cache | 128Mbit (16MB) QSPI Flash | 4-stage pipeline
bare-metal bitnet edge-ai quantization-efficient-network risc-v
Language:C 2
zysxmu / SARDFQ
Code for ICCV2025 paper 'Semantic Alignment and Reinforcement for Data-Free Quantization of Vision Transformers'
data-free-quantization model-compression quantization quantization-efficient-network zero-shot-quantization
Language:Python 2
AngelLagr / reduce-ml-cost-with-quantization-pruning
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.
cost-optimization efficiency machine-learning neural-network neural-networks pruning quantization quantization-efficient-network
Language:Jupyter Notebook 1
maryamsoftdev / Quantization-in-Machine-Learning
A Tutorial Notebook to Quantization in Machine Learning
quantization quantization-aware-training quantization-efficient-network
Language:Jupyter Notebook