onnx-onnxruntime的一些官方文档记录

python api
https://onnxruntime.ai/docs/api/python/api_summary.html
https://onnxruntime.ai/docs/get-started/with-python.html

onnx 运行CUDA版本的example
https://onnxruntime.ai/docs/execution-providers/CUDA-ExecutionProvider.html

onnx模型zoo
https://github.com/onnx/models
https://github.com/onnx/models#image_classification
https://github.com/onnx/models#object_detection

onnx模型速度调优
https://github.com/microsoft/onnxruntime/blob/v1.4.0/docs/ONNX_Runtime_Perf_Tuning.md

# onnxruntime-gpu与CUDA版本对应关系

# https://onnxruntime.ai/docs/execution-providers/CUDA-ExecutionProvider.html

# cuda10.1 cudnn7.6.5 onnxruntime-gpu-1.4.0

# onnx现有算子对应的OpSet Version

# https://github.com/microsoft/onnxruntime/blob/v1.4.0/docs/OperatorKernels.md

# tensorflow转换为onnx

# https://github.com/onnx/tutorials/blob/master/tutorials/TensorflowToOnnx-1.ipynb

# pytroch转换为onnx

# https://github.com/onnx/tutorials/blob/master/tutorials/PytorchOnnxExport.ipynb

# onnx pytorch增加新的算子

# https://github.com/onnx/tutorials/blob/master/tutorials/PytorchAddExportSupport.md

# onnx增加新的算子

# https://github.com/microsoft/onnxruntime/blob/v1.4.0/docs/AddingCustomOp.md

# onnx python开发文档

# https://github.com/microsoft/onnxruntime/tree/v1.4.0/samples#python

# https://github.com/microsoft/onnxruntime/blob/v1.4.0/docs/Python_Dev_Notes.md

# 查看onnx的输入和输出

# https://github.com/onnx/onnx-docker/blob/master/onnx-ecosystem/inference_demos/simple_onnxruntime_inference.ipynb

# onnx resnet分类任务

# https://github.com/onnx/onnx-docker/blob/master/onnx-ecosystem/inference_demos/resnet50_modelzoo_onnxruntime_inference.ipynb

# sklearn导出onnx

# https://github.com/onnx/sklearn-onnx

# pytorch导出onnx

# https://pytorch.org/docs/stable/onnx.html

# https://pytorch.org/tutorials/advanced/super_resolution_with_onnxruntime.html

# 通过pytorch训练网络保存为onnx然后通过tf载入onnx保存成tf的pb格式

# https://github.com/onnx/tensorflow-onnx

# https://github.com/onnx/tutorials/blob/master/tutorials/PytorchTensorflowMnist.ipynb

# onNX Runtime Server 使用onnx启动服务

# https://github.com/microsoft/onnxruntime/blob/v1.4.0/docs/ONNX_Runtime_Server_Usage.md

# https://github.com/onnx/tutorials/blob/master/tutorials/OnnxRuntimeServerSSDModel.ipynb

# 服务docker镜像

# https://github.com/microsoft/onnxruntime/tree/v1.4.0/dockerfiles#onnx-runtime-server-preview