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:
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆90Updated 4 months ago
- ☆71Updated 5 years ago
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Updated 5 years ago
- Approximate layers - TensorFlow extension☆26Updated 8 months ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆82Updated 4 years ago
- ☆35Updated 6 years ago
- Fast Emulation of Approximate DNN Accelerators in PyTorch☆28Updated last year
- ☆31Updated 8 months ago
- [ICCAD'22 TinyML Contest] Efficient Heart Stroke Detection on Low-cost Microcontrollers☆15Updated 2 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50Updated last year
- A framework for fast exploration of the depth-first scheduling space for DNN accelerators☆43Updated 2 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Updated 4 years ago
- ☆85Updated 2 years ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆95Updated 4 years ago
- Linux docker for the DNN accelerator exploration infrastructure composed of Accelergy and Timeloop☆61Updated 2 months ago
- ☆26Updated 3 years ago
- ☆48Updated 6 years ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆89Updated 2 months ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆42Updated 4 years ago
- HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference☆53Updated last year
- Designs for finalist teams of the DAC System Design Contest☆37Updated 5 years ago
- Eyeriss chip simulator☆39Updated 5 years ago
- ☆35Updated 5 years ago
- SAMO: Streaming Architecture Mapping Optimisation☆34Updated 2 years ago
- BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing☆146Updated 5 years ago
- Accelergy is an energy estimation infrastructure for accelerator energy estimations☆152Updated 6 months ago
- ☆19Updated 4 years ago
- A FPGA-based neural network inference accelerator, which won the third place in DAC-SDC☆28Updated 3 years ago
- [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers☆54Updated 2 years ago
- An HLS based winograd systolic CNN accelerator☆54Updated 4 years ago