leleonardzhang / Capuchin
A framework and model generator for Neural Network inferences on MSP430
☆11Updated 2 years ago
Alternatives and similar repositories for Capuchin:
Users that are interested in Capuchin are comparing it to the libraries listed below
- Release repo for SONIC and TAILS☆20Updated 4 years ago
- ☆9Updated 5 years ago
- [UbiComp 2020] Intermittent Learning: On-Device Machine Learning on Intermittently Powered System☆11Updated 4 years ago
- MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆397Updated last week
- ☆223Updated 2 years ago
- ☆10Updated 7 years ago
- A heterogeneous accelerator-centric compute cluster☆14Updated this week
- Explore the energy-efficient dataflow scheduling for neural networks.☆221Updated 4 years ago
- Vitis HLS Library for FINN☆192Updated this week
- PYNQ-Torch: a framework to develop PyTorch accelerators on the PYNQ platform☆71Updated 4 years ago
- ☆105Updated 5 years ago
- Accelergy is an energy estimation infrastructure for accelerator energy estimations☆136Updated 2 months ago
- Tool for optimize CNN blocking☆94Updated 5 years ago
- CHARM: Composing Heterogeneous Accelerators on Heterogeneous SoC Architecture☆139Updated this week
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆80Updated 2 years ago
- Dataflow QNN inference accelerator examples on FPGAs☆212Updated last month
- ☆12Updated last year
- HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs☆324Updated 5 years ago
- Binarized Convolutional Neural Networks on Software-Programmable FPGAs☆303Updated 4 years ago
- End-to-end SoC simulation: integrating the gem5 system simulator with the Aladdin accelerator simulator.☆232Updated 2 years ago
- ☆351Updated last year
- Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support☆86Updated 5 years ago
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆41Updated 5 years ago
- ☆26Updated last year
- Arm Machine Learning tutorials and examples☆453Updated 4 months ago
- ☆13Updated last year
- SMAUG: Simulating Machine Learning Applications Using Gem5-Aladdin☆109Updated 2 years ago
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Updated 5 years ago
- HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators☆143Updated 3 weeks ago
- Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.☆209Updated 6 years ago