pulp-platform / pulp-trainlibLinks
Floating-Point Optimized On-Device Learning Library for the PULP Platform.
☆37Updated 2 weeks ago
Alternatives and similar repositories for pulp-trainlib
Users that are interested in pulp-trainlib are comparing it to the libraries listed below
Sorting:
- DNN Compiler for Heterogeneous SoCs☆58Updated last week
- Train and deploy LUT-based neural networks on FPGAs☆108Updated last year
- ☆65Updated 7 months ago
- An Open Workflow to Build Custom SoCs and run Deep Models at the Edge☆101Updated 2 weeks ago
- NeuraLUT-Assemble☆46Updated 4 months ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆89Updated 2 months ago
- ☆64Updated 5 years ago
- Resource Utilization and Latency Estimation for ML on FPGA.☆17Updated 3 months ago
- ☆85Updated 2 years ago
- A DSL for Systolic Arrays☆83Updated 7 years ago
- Multi-core HW accelerator mapping optimization framework for layer-fused ML workloads.☆64Updated 5 months ago
- BARVINN: A Barrel RISC-V Neural Network Accelerator: https://barvinn.readthedocs.io/en/latest/☆94Updated 11 months ago
- HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators☆174Updated 2 months ago
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆91Updated 4 months ago
- ☆61Updated 8 months ago
- HLS implemented systolic array structure☆41Updated 8 years ago
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆33Updated last week
- PyTorch model to RTL flow for low latency inference☆131Updated last year
- SAURIA (Systolic-Array tensor Unit for aRtificial Intelligence Acceleration) is an open-source Convolutional Neural Network accelerator b…☆75Updated last month
- ☆89Updated last week
- HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond☆46Updated last month
- ☆35Updated this week
- ☆72Updated 2 years ago
- ☆39Updated last week
- ☆22Updated 3 years ago
- FlexASR: A Reconfigurable Hardware Accelerator for Attention-based Seq-to-Seq Networks☆49Updated 10 months ago
- A library to train and deploy quantised Deep Neural Networks☆25Updated last year
- ☆16Updated 2 months ago
- PolyLUT is the first quantized neural network training methodology that maps a neuron to a LUT while using multivariate polynomial functi…☆56Updated last year
- TensorCore Vector Processor for Deep Learning - Google Summer of Code Project☆24Updated 4 years ago