EEESlab / CMix-NNLinks
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
☆47Updated 5 years ago
Alternatives and similar repositories for CMix-NN
Users that are interested in CMix-NN are comparing it to the libraries listed below
Sorting:
- Approximate layers - TensorFlow extension☆26Updated 6 months ago
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆88Updated 2 months ago
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Updated 5 years ago
- [ICCAD'22 TinyML Contest] Efficient Heart Stroke Detection on Low-cost Microcontrollers☆14Updated 2 years ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆81Updated 4 years ago
- Fast Emulation of Approximate DNN Accelerators in PyTorch☆26Updated last year
- ☆85Updated 2 years ago
- ☆71Updated 5 years ago
- ☆29Updated 6 months ago
- ☆20Updated 3 years ago
- ☆35Updated 6 years ago
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆34Updated last week
- ☆25Updated 3 years ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆41Updated 4 years ago
- HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference☆52Updated last year
- My name is Fang Biao. I'm currently pursuing my Master degree with the college of Computer Science and Engineering, Si Chuan University, …☆53Updated 2 years ago
- HLS implemented systolic array structure☆41Updated 7 years ago
- ☆18Updated 2 years ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆94Updated 4 years ago
- This is the open-source version of TinyTS. The code is dirty so far. We may clean the code in the future.☆19Updated 2 months ago
- Linux docker for the DNN accelerator exploration infrastructure composed of Accelergy and Timeloop☆58Updated last week
- BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing☆144Updated 5 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50Updated last year
- [ICASSP'20] DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architecture…☆25Updated 3 years ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆87Updated 3 weeks ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Updated 4 years ago
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆25Updated 2 years ago
- ☆19Updated 4 years ago
- ☆37Updated last year
- AFP is a hardware-friendly quantization framework for DNNs, which is contributed by Fangxin Liu and Wenbo Zhao.☆13Updated 3 years ago