eml-eda / plinioLinks
A Plug-and-play Lightweight tool for the Inference Optimization of Deep Neural networks
☆42Updated last month
Alternatives and similar repositories for plinio
Users that are interested in plinio are comparing it to the libraries listed below
Sorting:
- Torch2Chip (MLSys, 2024)☆53Updated 3 months ago
- Machine-Learning Accelerator System Exploration Tools☆172Updated last month
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆80Updated 4 years ago
- QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX☆149Updated 3 weeks ago
- Floating-Point Optimized On-Device Learning Library for the PULP Platform.☆35Updated 2 months ago
- Efficient Decision tree Ensembles library for IoT edge nodes☆16Updated 5 months ago
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆82Updated 5 months ago
- [ICCAD'22 TinyML Contest] Efficient Heart Stroke Detection on Low-cost Microcontrollers☆14Updated 2 years ago
- ☆18Updated 3 years ago
- Messy is an open-source framework that integrates a RISC-V ISS with SystemC-AMS☆18Updated 3 weeks ago
- Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts☆122Updated last year
- FPGA based Vision Transformer accelerator (Harvard CS205)☆124Updated 5 months ago
- A library to train and deploy quantised Deep Neural Networks☆24Updated 7 months ago
- From Pytorch model to C++ for Vitis HLS☆17Updated last week
- HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators☆152Updated last week
- MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆419Updated this week
- Research and Materials on Hardware implementation of Transformer Model☆268Updated 4 months ago
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆44Updated 5 years ago
- ☆61Updated last month
- DNN Compiler for Heterogeneous SoCs☆42Updated last week
- Simulator for LLM inference on an abstract 3D AIMC-based accelerator☆19Updated 2 months ago
- ☆97Updated last year
- ☆11Updated 2 years ago
- [HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design☆109Updated 2 years ago
- ☆25Updated 3 years ago
- Low-Precision YOLO on PYNQ with FINN☆33Updated last year
- Implementation of Microscaling data formats in SystemVerilog.☆21Updated last week
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆92Updated last year
- Low Precision(quantized) Yolov5☆41Updated 3 months ago
- A collection of tutorials for the fpgaConvNet framework.☆42Updated 9 months ago