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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  
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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  
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PyTorch Benchmark

 12-13-2021 12-13-2021 blog 9 minutes read (About 1290 words)
Equivalence of the Exponential Function Definitions

 
CUDA, 
PyTorch  
  Read More

ResNet CIFAR Classification Using LibTorch C++ API

 07-01-2021 07-01-2021 blog 6 minutes read (About 837 words)
User Experience on LibTorch C++ API

 
Machine Learning, 
CPP, 
Deep Learning, 
PyTorch, 
LibTorch  
  Read More

PyTorch Pruning

 02-18-2021 02-18-2024 blog 12 minutes read (About 1834 words)
PyTorch Pruning for Creating Sparse Neural Networks

 
Deep Learning, 
Neural Network, 
PyTorch, 
Pruning  
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PyTorch Quantization Aware Training

 12-06-2020 04-29-2021 blog 17 minutes read (About 2475 words)
PyTorch Inference Optimized Training Using Fake Quantization

 
Quantization, 
PyTorch, 
CNN  
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PyTorch Static Quantization

 11-28-2020 04-29-2021 blog 29 minutes read (About 4408 words)
PyTorch Static Quantization for Convolutional Neural Networks

 
Quantization, 
PyTorch, 
CNN  
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PyTorch Dynamic Quantization

 11-14-2020 04-29-2021 blog 8 minutes read (About 1193 words)
PyTorch Dynamic Quantization for Transformers

 
Quantization, 
Transformer, 
PyTorch, 
HuggingFace  
  Read More

PyTorch Distributed Training

 04-26-2020 02-06-2022 blog 14 minutes read (About 2112 words)
PyTorch Distributed Training for Dummies

 
Deep Learning, 
PyTorch, 
Distributed Computing  
  Read More
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Lei Mao

Lei Mao

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