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Title: GitHub - Yulv-git/Model-Inference-Deployment: A curated list of awesome inference deployment framework of artificial intelligence (AI) models. OpenVINO, TensorRT, MediaPipe, TensorFlow Lite, TensorFlow Serving, ONNX Runtime, LibTorch, NCNN, TNN, MNN, TVM, MACE, Paddle Lite, MegEngine Lite, OpenPPL, Bolt, ExecuTorch.

Open Graph Title: GitHub - Yulv-git/Model-Inference-Deployment: A curated list of awesome inference deployment framework of artificial intelligence (AI) models. OpenVINO, TensorRT, MediaPipe, TensorFlow Lite, TensorFlow Serving, ONNX Runtime, LibTorch, NCNN, TNN, MNN, TVM, MACE, Paddle Lite, MegEngine Lite, OpenPPL, Bolt, ExecuTorch.

X Title: GitHub - Yulv-git/Model-Inference-Deployment: A curated list of awesome inference deployment framework of artificial intelligence (AI) models. OpenVINO, TensorRT, MediaPipe, TensorFlow Lite, TensorFlow Serving, ONNX Runtime, LibTorch, NCNN, TNN, MNN, TVM, MACE, Paddle Lite, MegEngine Lite, OpenPPL, Bolt, ExecuTorch.

Description: A curated list of awesome inference deployment framework of artificial intelligence (AI) models. OpenVINO, TensorRT, MediaPipe, TensorFlow Lite, TensorFlow Serving, ONNX Runtime, LibTorch, NCNN, TNN, MNN, TVM, MACE, Paddle Lite, MegEngine Lite, OpenPPL, Bolt, ExecuTorch. - Yulv-git/Model-Inference-Deployment

Open Graph Description: A curated list of awesome inference deployment framework of artificial intelligence (AI) models. OpenVINO, TensorRT, MediaPipe, TensorFlow Lite, TensorFlow Serving, ONNX Runtime, LibTorch, NCNN, TN...

X Description: A curated list of awesome inference deployment framework of artificial intelligence (AI) models. OpenVINO, TensorRT, MediaPipe, TensorFlow Lite, TensorFlow Serving, ONNX Runtime, LibTorch, NCNN, TN...

Opengraph URL: https://github.com/Yulv-git/Model-Inference-Deployment

X: @github

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https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#-model-inference-deployment-
OpenVINOhttps://docs.openvino.ai/latest/index.html
Intel series devices, Amazon Alexa Premium Far-Field Developer Kit, etchttps://docs.openvino.ai/2022.3/openvino_docs_OV_UG_supported_plugins_Supported_Devices.html
TensorRThttps://developer.nvidia.com/zh-cn/tensorrt
MediaPipehttps://developers.google.com/mediapipe
TensorFlow Litehttps://www.tensorflow.org/lite
TensorFlow Servinghttps://www.tensorflow.org/tfx/guide/serving
ONNX Runtimehttps://onnxruntime.ai
LibTorchhttps://pytorch.org/cppdocs/installing.html
NCNNhttps://github.com/Tencent/ncnn
TNNhttps://github.com/Tencent/TNN
MNNhttp://www.mnn.zone
TVMhttps://tvm.apache.org
MACEhttps://mace.readthedocs.io/en/latest/introduction.html
Paddle Litehttps://www.paddlepaddle.org.cn/lite
ARM Cortex-A family of processors, ARM Mali, Qualcomm Adreno, Apple A Series GPUhttps://www.paddlepaddle.org.cn/lite/v2.12/quick_start/support_hardware.html
MegEngine Litehttps://megengine.org.cn/doc/stable/zh/user-guide/deployment/lite/index.html
OpenPPLhttps://openppl.ai/home
Bolthttps://huawei-noah.github.io/bolt
ExecuTorchhttps://pytorch.org/executorch/stable/index.html
1. ONNXhttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#1-onnx
2. Frameworkhttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#2-framework
2.1. OpenVINOhttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#21-openvino
2.2. TensorRThttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#22-tensorrt
2.3. MediaPipehttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#23-mediapipe
2.4. TensorFlow Litehttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#24-tensorflow-lite
2.5. TensorFlow Servinghttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#25-tensorflow-serving
2.6. ONNX Runtimehttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#26-onnx-runtime
2.7. LibTorchhttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#27-libtorch
2.8. NCNNhttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#28-ncnn
2.9. TNNhttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#29-tnn
2.10. MNNhttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#210-mnn
2.11. TVMhttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#211-tvm
2.12. MACEhttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#212-mace
2.13. Paddle Litehttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#213-paddle-lite
2.14. MegEngine Litehttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#214-megengine-lite
2.15. OpenPPLhttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#215-openppl
2.16. Bolthttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#216-bolt
2.17. ExecuTorchhttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#217-executorch
3. Practicehttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#3-practice
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3.1.1. Export a model from PyTorch to ONNX and run it using ONNX RUNTIMEhttps://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#311-export-a-model-from-pytorch-to-onnx-and-run-it-using-onnx-runtime
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#1-onnx
Official Websitehttps://onnx.ai
GitHubhttps://github.com/onnx
ONNX supported toolshttps://onnx.ai/supported-tools.html
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#2-framework
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#21-openvino
Official Websitehttps://docs.openvino.ai/latest/index.html
GitHubhttps://github.com/openvinotoolkit/openvino
Open Model Zoo repositoryhttps://github.com/openvinotoolkit/open_model_zoo
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#22-tensorrt
Official Websitehttps://developer.nvidia.com/zh-cn/tensorrt
GitHubhttps://github.com/NVIDIA/TensorRT
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#23-mediapipe
Official Websitehttps://developers.google.com/mediapipe
GitHubhttps://github.com/google/mediapipe
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#24-tensorflow-lite
Official Websitehttps://www.tensorflow.org/lite
GitHubhttps://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite
TensorFlow Lite for Microcontrollershttps://github.com/tensorflow/tflite-micro
Awesome TensorFlow Litehttps://github.com/margaretmz/awesome-tensorflow-lite
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#25-tensorflow-serving
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GitHubhttps://github.com/tensorflow/serving
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GitHubhttps://github.com/microsoft/onnxruntime
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Official Websitehttps://pytorch.org/cppdocs/installing.html
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https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#28-ncnn
GitHubhttps://github.com/Tencent/ncnn
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#29-tnn
GitHubhttps://github.com/Tencent/TNN
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#210-mnn
Official Websitehttp://www.mnn.zone
GitHubhttps://github.com/alibaba/MNN
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#211-tvm
Official Websitehttps://tvm.apache.org
GitHubhttps://github.com/apache/tvm
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#212-mace
Official Websitehttps://mace.readthedocs.io/en/latest/introduction.html
GitHubhttps://github.com/XiaoMi/mace
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#213-paddle-lite
Official Websitehttps://www.paddlepaddle.org.cn/lite
GitHubhttps://github.com/PaddlePaddle/Paddle-Lite
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#214-megengine-lite
Official Websitehttps://megengine.org.cn/doc/stable/zh/user-guide/deployment/lite/index.html
GitHubhttps://github.com/MegEngine/MegEngine/tree/master/lite
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#215-openppl
Official Websitehttps://openppl.ai/home
GitHubhttps://github.com/openppl-public/ppl.nn
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#216-bolt
Official Websitehttps://huawei-noah.github.io/bolt
GitHubhttps://github.com/huawei-noah/bolt
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#217-executorch
Official Websitehttps://pytorch.org/executorch/stable/index.html
GitHubhttps://github.com/pytorch/executorch
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#3-practice
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#31-onnx
https://patch-diff.githubusercontent.com/Yulv-git/Model-Inference-Deployment#311-export-a-model-from-pytorch-to-onnx-and-run-it-using-onnx-runtime
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tensorrt https://patch-diff.githubusercontent.com/topics/tensorrt
mnn https://patch-diff.githubusercontent.com/topics/mnn
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