EEESlab / CMix-NNLinks
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
☆48Updated 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:
- ☆71Updated 5 years ago
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆93Updated 6 months ago
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Updated 6 years ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆82Updated 5 years ago
- ☆35Updated 6 years ago
- Fast Emulation of Approximate DNN Accelerators in PyTorch☆29Updated last year
- [ICCAD'22 TinyML Contest] Efficient Heart Stroke Detection on Low-cost Microcontrollers☆15Updated 3 years ago
- ☆20Updated 3 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50Updated last year
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆42Updated 5 years ago
- ☆32Updated 10 months ago
- HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference☆54Updated last year
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆97Updated 4 years ago
- ☆49Updated 6 years ago
- Designs for finalist teams of the DAC System Design Contest☆37Updated 5 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Updated 4 years ago
- ☆24Updated 3 years ago
- Approximate layers - TensorFlow extension☆27Updated 9 months ago
- This is the open-source version of TinyTS. The code is dirty so far. We may clean the code in the future.☆19Updated 6 months ago
- SAMO: Streaming Architecture Mapping Optimisation☆34Updated 2 years ago
- DAC System Design Contest 2020☆29Updated 5 years ago
- Linux docker for the DNN accelerator exploration infrastructure composed of Accelergy and Timeloop☆62Updated 3 months ago
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆25Updated 3 years ago
- BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing☆148Updated 6 years ago
- LCAI-TIHU SW is a software stack of the AI inference processor based on RISC-V☆23Updated 3 years ago
- [ICASSP'20] DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architecture…☆25Updated 3 years ago
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆32Updated 2 weeks ago
- ☆65Updated 5 years ago
- Adaptive floating-point based numerical format for resilient deep learning☆14Updated 3 years ago
- ☆19Updated 4 years ago