meclotfi / HyT-NAS-Search-Algorithm
Hybrid Tiny Hardware-aware Neural Architecture Search
☆15Updated 2 years ago
Alternatives and similar repositories for HyT-NAS-Search-Algorithm:
Users that are interested in HyT-NAS-Search-Algorithm are comparing it to the libraries listed below
- HW-PR-NAS is a single surrogate model trained to Pareto rank the architectures based on Accuracy, Latency and energy consumption☆12Updated 2 years ago
- Integration of Tiramisu (Compiler) into PyTorch☆26Updated 4 years ago
- Analog AI Neural Architecture Search (analog-nas) is a modular and flexible framework to facilitate implementation of Analog-aware Neural…☆46Updated 8 months ago
- The goal of this design is to use the PYNQ-Z2 development board to design a general convolution neural network accelerator. And through r…☆9Updated 4 years ago
- Workflow for Executing CNN Networks on Zynq Ultrascale+ with VITIS AI. Detailed analysis, configuration, and execution of Convolutional N…☆15Updated 9 months ago
- Low Precision(quantized) Yolov5☆33Updated 11 months ago
- A Plug-and-play Lightweight tool for the Inference Optimization of Deep Neural networks☆38Updated this week
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆15Updated 3 years ago
- [ICCAD'22 TinyML Contest] Efficient Heart Stroke Detection on Low-cost Microcontrollers☆15Updated 2 years ago
- 2020 xilinx summer school☆17Updated 4 years ago
- ☆30Updated 4 years ago
- A FPGA-based neural network inference accelerator, which won the third place in DAC-SDC☆28Updated 2 years ago
- [ICASSP'20] DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architecture…☆23Updated 2 years ago
- You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms☆10Updated last year
- Open-source of MSD framework☆16Updated last year
- ☆18Updated 2 years ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆78Updated 3 years ago
- Framework for radix encoded SNN on FPGA☆13Updated 3 years ago
- My name is Fang Biao. I'm currently pursuing my Master degree with the college of Computer Science and Engineering, Si Chuan University, …☆41Updated last year
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆80Updated 10 months ago
- TQT's pytorch implementation.☆21Updated 3 years ago
- 🧠 Benchmark facility to train networks on different datasets for PyTorch/Brevitas☆25Updated last year
- ☆19Updated 2 years ago
- Implementation of ENAS for CNNs on CIFAR 10☆10Updated 5 years ago
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆26Updated 2 years ago
- SAMO: Streaming Architecture Mapping Optimisation☆32Updated last year
- ☆25Updated last month
- ☆37Updated 6 months ago
- HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference☆45Updated 9 months ago
- ☆9Updated 5 years ago