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PyTorch Export

 03-31-2026 03-31-2026 blog 6 minutes read (About 828 words)
Exporting Graph-Representable PyTorch Models for Inference

 
CPP, 
Inference, 
PyTorch  
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PyTorch CUDA Graph Capture

 01-12-2026 01-12-2026 blog 23 minutes read (About 3454 words)
Using PyTorch CUDA Graph APIs

 
CUDA, 
PyTorch, 
CUDA Graph, 
Perfetto  
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Inspecting and Visualizing Torch FX Graph

 12-31-2025 12-31-2025 blog 13 minutes read (About 1882 words)
Torch FxGraphDrawer

 
Python, 
PyTorch, 
Torch FX  
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PyTorch Variational Autoencoder

 06-14-2024 06-14-2024 blog 19 minutes read (About 2921 words)
Implementing Variational Autoencoder in PyTorch

 
Deep Learning, 
Statistics, 
Probability, 
Mathematics, 
Neural Network, 
Bayesian Inference, 
PyTorch, 
Variational Autoencoder, 
VAE  
  Read More

PyTorch Automatic Mixed Precision Training

 06-08-2024 06-08-2024 blog 3 minutes read (About 492 words)
Accelerating PyTorch Deep Learning Training with Automatic Mixed Precision

 
Deep Learning, 
Neural Network, 
PyTorch, 
Mixed Precision Training, 
Automatic Mixed Precision Training  
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PyTorch Eager Mode Quantization TensorRT Acceleration

 05-24-2024 05-24-2024 blog 7 minutes read (About 1051 words)
TensorRT Acceleration for PyTorch Native Eager Mode Quantization Models

 
Deep Learning, 
Python, 
Inference, 
Quantization, 
Accelerated Computing, 
NVIDIA, 
TensorRT, 
PyTorch, 
GPU  
  Read More

PyTorch Official VSCode DevContainer

 03-04-2024 03-04-2024 blog 2 minutes read (About 330 words)
Build and Develop PyTorch with VSCode DevContainer

 
Docker, 
PyTorch  
  Read More

PyTorch Custom ONNX Operator Export

 02-11-2024 02-11-2024 blog 10 minutes read (About 1573 words)
Easier PyTorch to TensorRT Custom Plugin Integration

 
Deep Learning, 
Software Engineering, 
TensorRT, 
PyTorch, 
ONNX  
  Read More

PyTorch Leaf Tensor

 06-19-2023 06-19-2023 blog 10 minutes read (About 1503 words)
Understanding PyTorch Leaf Tensor

 
Deep Learning, 
PyTorch, 
Graph Algorithm  
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Build and Develop PyTorch

 02-28-2023 03-28-2024 blog 7 minutes read (About 1065 words)
Contributing Code to PyTorch

 
CPP, 
Python, 
Docker, 
PyTorch  
  Read More

PyTorch Automatic Differentiation

 03-15-2022 03-15-2022 blog 18 minutes read (About 2737 words)
Automatic Differentiation in Forward Mode and Reverse Mode Using PyTorch autograd and functorch

 
Deep Learning, 
Mathematics, 
PyTorch  
  Read More

PyTorch Distributed Evaluation

 02-05-2022 02-05-2022 blog 15 minutes read (About 2203 words)
Distributed Evaluation for Deep Learning Model on Large Volume of Data

 
Deep Learning, 
PyTorch, 
Distributed Computing  
  Read More
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Lei Mao

Lei Mao

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