pulp-platform / pulp-trainlib
Floating-Point Optimized On-Device Learning Library for the PULP Platform.
☆31Updated 3 months ago
Alternatives and similar repositories for pulp-trainlib:
Users that are interested in pulp-trainlib are comparing it to the libraries listed below
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆81Updated last month
- DNN Compiler for Heterogeneous SoCs☆32Updated this week
- A library to train and deploy quantised Deep Neural Networks☆22Updated 3 months ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆74Updated 2 weeks ago
- A Plug-and-play Lightweight tool for the Inference Optimization of Deep Neural networks☆41Updated last month
- An Open Workflow to Build Custom SoCs and run Deep Models at the Edge☆75Updated last month
- This repository contains the results and code for the MLPerf™ Tiny Inference v0.7 benchmark.☆17Updated last year
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆33Updated 3 weeks ago
- ☆81Updated last year
- ☆40Updated 3 months ago
- ☆57Updated 4 years ago
- A survey on Hardware Accelerated LLMs☆49Updated 2 months ago
- Multi-core HW accelerator mapping optimization framework for layer-fused ML workloads.☆48Updated last month
- HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators☆141Updated last month
- Efficient Neural Network Deployment on Heterogenous TinyML Platforms☆14Updated last year
- ☆40Updated 5 years ago
- BARVINN: A Barrel RISC-V Neural Network Accelerator: https://barvinn.readthedocs.io/en/latest/☆85Updated 2 months ago
- A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching☆48Updated this week
- FlexASR: A Reconfigurable Hardware Accelerator for Attention-based Seq-to-Seq Networks☆42Updated 3 weeks ago
- FPGA based Vision Transformer accelerator (Harvard CS205)☆106Updated last month
- A collection of tutorials for the fpgaConvNet framework.☆41Updated 6 months ago
- Fully opensource spiking neural network accelerator☆138Updated 2 years ago
- ☆63Updated 6 years ago
- ☆28Updated 4 months ago
- ☆57Updated last year
- Library of approximate arithmetic circuits☆54Updated 2 years ago
- An HLS based winograd systolic CNN accelerator☆50Updated 3 years ago
- My implementation of an FPGA Deep Neural Network Hardware Accelerator, moved from my bitbucket☆25Updated 5 years ago
- A framework for fast exploration of the depth-first scheduling space for DNN accelerators☆37Updated 2 years ago
- 🧠 Benchmark facility to train networks on different datasets for PyTorch/Brevitas☆25Updated 2 years ago