tum-ei-eda / utvm_staticrt_codegenLinks
This project contains a code generator that produces static C NN inference deployment code targeting tiny micro-controllers (TinyML) as replacement for other µTVM runtimes. This tools generates a runtime, which statically executes the compiled model. This reduces the overhead in terms of code size and execution time compared to having a dynamic …
☆30Updated 3 years ago
Alternatives and similar repositories for utvm_staticrt_codegen
Users that are interested in utvm_staticrt_codegen are comparing it to the libraries listed below
Sorting:
- ☆32Updated 2 years ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆86Updated 3 weeks ago
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆35Updated this week
- Fork of upstream onnxruntime focused on supporting risc-v accelerators☆87Updated 2 years ago
- Example for running IREE in a bare-metal Arm environment.☆40Updated last month
- ☆29Updated 4 years ago
- An optimized neural network operator library for chips base on Xuantie CPU.☆93Updated last year
- Conversions to MLIR EmitC☆133Updated 9 months ago
- ☆84Updated last year
- IREE plugin repository for the AMD AIE accelerator☆102Updated this week
- a simple end to end example of taking a ML graph (TF2 / PyTorch) and running it on a device [cpu, gpu]☆35Updated 4 years ago
- ☆38Updated last year
- EEMBC's Machine-Learning Inference Benchmark targeted at edge devices.☆49Updated 3 years ago
- Learn NVDLA by SOMNIA☆42Updated 5 years ago
- Driver stack (including user space libraries, kernel module and firmware) for the Arm® Ethos™-N NPU☆64Updated 5 months ago
- Full Support 32bit RISC-V in LLVM and CLANG for Vector Extension☆43Updated 4 years ago
- ☆105Updated this week
- A translator from c to MLIR☆28Updated 3 years ago
- ☆14Updated 3 years ago
- ☆46Updated 5 years ago
- This is the open-source version of TinyTS. The code is dirty so far. We may clean the code in the future.☆19Updated last month
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆87Updated last month
- a clone of POCL that includes RISC-V newlib devices support and Vortex☆45Updated last week
- Sandbox for TVM and playing around!☆22Updated 2 years ago
- A collection of RISC-V Vector (RVV) benchmarks to help developers write portably performant RVV code☆127Updated this week
- ☆69Updated 2 years ago
- RiVEC Bencmark Suite☆121Updated 9 months ago
- LCAI-TIHU SW is a software stack of the AI inference processor based on RISC-V☆23Updated 2 years ago
- An MLIR-based toy DL compiler for TVM Relay.☆59Updated 2 years ago
- Play with MLIR right in your browser☆136Updated 2 years ago