benja263 / Integer-Only-Inference-for-Deep-Learning-in-Native-CLinks
Converting a deep neural network to integer-only inference in native C via uniform quantization and the fixed-point representation.
☆25Updated 3 years ago
Alternatives and similar repositories for Integer-Only-Inference-for-Deep-Learning-in-Native-C
Users that are interested in Integer-Only-Inference-for-Deep-Learning-in-Native-C are comparing it to the libraries listed below
Sorting:
- Fork of upstream onnxruntime focused on supporting risc-v accelerators☆87Updated 2 years ago
- Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment☆27Updated last year
- ☆32Updated 2 years ago
- This is the open-source version of TinyTS. The code is dirty so far. We may clean the code in the future.☆18Updated last month
- Floating-Point Optimized On-Device Learning Library for the PULP Platform.☆36Updated last month
- QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX☆161Updated this week
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆35Updated this week
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆86Updated last month
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆88Updated 2 months ago
- Low Precision(quantized) Yolov5☆43Updated 6 months ago
- HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference☆52Updated last year
- ☆38Updated last year
- LCAI-TIHU SW is a software stack of the AI inference processor based on RISC-V☆23Updated 2 years ago
- A survey on Hardware Accelerated LLMs☆59Updated 8 months ago
- Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv☆86Updated 3 years ago
- A Toy-Purpose TPU Simulator☆19Updated last year
- TensorCore Vector Processor for Deep Learning - Google Summer of Code Project☆22Updated 4 years ago
- Machine-Learning Accelerator System Exploration Tools☆178Updated last week
- A floating-point matrix multiplication implemented in hardware☆31Updated 4 years ago
- Torch2Chip (MLSys, 2024)☆54Updated 6 months ago
- Optimizing the Deployment of Tiny Transformers on Low-Power MCUs☆25Updated last year
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆47Updated 5 years ago
- FRAME: Fast Roofline Analytical Modeling and Estimation☆38Updated last year
- ☆105Updated last year
- Learn NVDLA by SOMNIA☆43Updated 5 years ago
- ☆20Updated 7 months ago
- ☆49Updated 5 months ago
- Open Source Compiler Framework using ONNX as Frontend and IR☆33Updated 3 years ago
- Linux docker for the DNN accelerator exploration infrastructure composed of Accelergy and Timeloop☆57Updated 5 months ago
- The official, proof-of-concept C++ implementation of PocketNN.☆35Updated last week