https://ai-benchmark.com/ranking.html   手机GPU和CPU 评测
ONNX/MNN/NCNN/TVM/Coreml/tensorflow lite/OpenVINO//paddle lite/MindSpore lite/ArmNN/Tengine/neoml/
pytorch/MindSpore/tensorflow/keras/mxnet/xgboos/paddle/Jittor
ONNXruntime、Core ML、Caffe、Caffe2、Darknet, TorchScript、BigDL、Chainer、CNTK、Deeplearning4j、MediaPipe、ML.NET、Scikit-learn、TensorFlow.js、xgboost,catboost
mobile
| frame | device | ops | |
|---|---|---|---|
| pytorch | CPU GPU ,需要自定义编译  | 
https://pytorch.org/mobile/home/ | |
| paddle-lite | CPU GPU  | 
https://paddlelite.paddlepaddle.org.cn/quick_start/release_lib.html#android-toolchain-gcc | https://paddlelite.paddlepaddle.org.cn/quick_start/release_lib.html#android-toolchain-gcc | 
| TNN | |||
| MNN | |||
| tensorflow-lite | https://tensorflow.google.cn/lite/guide/op_select_allowlist?hl=zh_cn | ||
| MindSpore lite | CPU/GPU | https://www.mindspore.cn/lite/docs/zh-CN/r1.3/use/downloads.html | https://paddlelite.paddlepaddle.org.cn/introduction/support_operation_list.html | 
| onnxruntime | 
