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OpenAI GPT Models

 04-15-2023 04-15-2023 article 28 minutes read (About 4161 words)
Generative Pre-Trained Transformer Models From OpenAI

 
Deep Learning, 
Natural Language Processing, 
Transformer, 
Reinforcement Learning, 
OpenAI, 
GPT, 
ChatGPT, 
InstructGPT  
  Read more

Transformer Autoregressive Inference Optimization

 04-06-2023 04-06-2023 article 27 minutes read (About 4084 words)
Principles for Faster Transformer Inference

 
Deep Learning, 
Inference, 
Natural Language Processing, 
Optimization, 
Transformer, 
Accelerated Computing  
  Read more

Neural Network Mixed Precision Training

 01-31-2023 01-31-2023 blog 13 minutes read (About 1968 words)
Accelerated Low Bit-Width Neural Network Training

 
Machine Learning, 
Deep Learning, 
Mathematics  
  Read more

Exponential Moving Average

 01-26-2023 02-28-2023 blog 7 minutes read (About 1003 words)
Neural Network Training Trick Improves Model Generalization

 
Machine Learning, 
Deep Learning, 
Mathematics, 
Statistics  
  Read more

Tensor Rank VS Matrix Rank

 01-03-2023 01-03-2023 blog 5 minutes read (About 817 words)
Connections Between Tensor Rank and Matrix Rank

 
Deep Learning, 
Mathematics  
  Read more

ONNX Runtime JavaScript

 11-28-2022 11-28-2022 blog 16 minutes read (About 2458 words)
Front-End Neural Network Inference

 
Artificial Intelligence, 
Deep Learning, 
Inference, 
ONNX, 
Neural Networks  
  Read more

Setting Up Netron Server

 06-07-2022 06-07-2022 blog 3 minutes read (About 391 words)
Viewing Neural Networks Remotely

 
Deep Learning, 
Netron  
  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

Automatic Differentiation

 02-21-2022 03-17-2022 article 35 minutes read (About 5230 words)
Mathematical Foundations to Neural Network Optimization

 
Machine Learning, 
Deep Learning, 
Mathematics, 
Mathematical Optimization  
  Read more

PyTorch Distributed Evaluation

 02-05-2022 02-05-2022 blog 15 minutes read (About 2201 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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