Top 5 tvm open source projects

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✭ 1,639

C++python CMake shell deep-learning cuda optimization deployment opencl metal computation-graph rocm nnvm tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

✭ 7,494

python C++rust c CMake shell deep-learning machine-learning performance compiler gpu vulkan opencl metal tensor spirv rocm tvm

tvm-vta

Open, Modular, Deep Learning Accelerator

✭ 136

scala C++tcl c python Verilog machine-learning hardware tensor tvm vta

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 …

✭ 20

c C++CMake tvm

FaceRecognitionCpp

Large input size REAL-TIME Face Detector on Cpp. It can also support face verification using MobileFaceNet+Arcface with real-time inference. 480P Over 30FPS on CPU

✭ 40

C++CMake python lightweight face-recognition face-detection mtcnn tvm arcface insightface retinaface real-tim retinaface-detector

1-5 of 5 tvm projects