tum-ei-eda / utvm_staticrt_codegen
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 …
☆28Updated 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
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆33Updated 2 weeks ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆71Updated 2 weeks ago
- ☆30Updated last year
- Learn NVDLA by SOMNIA☆33Updated 5 years ago
- ☆15Updated 3 years ago
- ☆29Updated 3 years ago
- Driver stack (including user space libraries, kernel module and firmware) for the Arm® Ethos™-N NPU☆62Updated 3 months ago
- Fork of upstream onnxruntime focused on supporting risc-v accelerators☆83Updated last year
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆80Updated 2 weeks ago
- ☆90Updated this week
- Example for running IREE in a bare-metal Arm environment.☆30Updated this week
- An optimized neural network operator library for chips base on Xuantie CPU.☆87Updated 8 months ago
- ☆35Updated 11 months ago
- PLCT实验室 rvv-llvm 实现配套的 benchmark / testcases☆21Updated 4 years ago
- LCAI-TIHU SW is a software stack of the AI inference processor based on RISC-V☆23Updated 2 years ago
- a clone of POCL that includes RISC-V newlib devices support and Vortex☆40Updated last month
- TVM for chips base on Xuantie CPU, an open deep learning compiler stack.☆30Updated 8 months ago
- ☆42Updated 5 years ago
- IREE plugin repository for the AMD AIE accelerator☆81Updated this week
- Rodinia Benchmark Suite for OpenCL-based FPGAs☆30Updated last year
- ☆37Updated 2 years ago
- Sandbox for TVM and playing around!☆22Updated 2 years ago
- Extendable Translating Instruction Set Simulator☆28Updated 2 weeks ago
- ☆91Updated last year
- Full Support 32bit RISC-V in LLVM and CLANG for Vector Extension☆43Updated 4 years ago
- A Language for Closed-form High-level ARchitecture Modeling☆20Updated 5 years ago
- GPTPU for SC 2021☆51Updated last year
- Provides the hardware code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerator…☆24Updated 4 years ago
- The quantitative performance comparison among DL compilers on CNN models.☆75Updated 4 years ago
- ☆28Updated 5 months ago