The deep learning model PyTorch is trained and transferred to ONNX and TensorRT for deployment - Code World

The deep learning model PyTorch is trained and transferred to ONNX and TensorRT for deployment

Others 2021-03-07 00:26:19 views: null

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Origin blog.csdn.net/linghu8812/article/details/108586120

The deep learning model PyTorch is trained and transferred to ONNX and TensorRT for deployment

pytorch model to onnx and then to tensorrt

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Deep learning model deployment TensorRT acceleration (10): TensorRT deployment analysis and optimization plan (1)

TensorRT deployment depth learning model

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How is the trained deep learning model deployed?

tensorflow saves the trained deep learning model

TensorRT was linked against cuDNN 8.4.1 but loaded cuDNN 8.2.1 when the onnx model is transferred to the trt model.

The use of the model trained by pytorch in onnx and mnn (python+cpp call)

[Deep Learning Framework Format Conversion] [GPU] Detailed explanation of the Pytorch model to ONNX model format process [Getting Started]

[Deep Learning Framework Format Conversion] [CPU] Detailed explanation of the Pytorch model to ONNX model format process [Getting Started]

PyTorch model deployment process (ONNX Runtime)

Pytorch model deployment--------Introduction to TensorRT

Pytorch exports the onnx model, converts C++ to TensorRT and implements reasoning

Deep learning model pruning, quantization and TensorRT inference

Pytorch model deployment---------pytorch uses tensorrt to accelerate

TensorRT learning (2): Pytorch model to TensorRT C++ process

[Model Deployment] Getting Started Tutorial (3): PyTorch to ONNX Detailed Explanation

Deep Learning Model Accuracy and PyTorch Model Quantization

Pytorch model deployment ---------ubuntu install cuda, cudnn, tensorrt

Convert PaddleOCR model to ONNX to TensorRT

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Web-based deep learning model deployment

C++-based deep learning model deployment

C++ deployment deep learning model

Steps and related considerations for deep learning model deployment

Deep Neural Network Model Deployment - Docker Learning

Deep learning deployment (Pytorch+windows)

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