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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  
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TensorRT Python Inference

 05-18-2024 05-18-2024 blog 12 minutes read (About 1843 words)
TensorRT Python Inference Example

 
Deep Learning, 
Python, 
Inference, 
NVIDIA, 
TensorRT, 
GPU  
  Read More

CUDA Shared Memory Swizzling

 05-14-2024 07-31-2024 blog 26 minutes read (About 3899 words)
Dealing With CUDA Shared Memory Bank Conflicts Using Swizzling

 
Mathematics, 
CUDA, 
NVIDIA, 
GPU  
  Read More

Reparameterization Trick

 05-08-2024 05-08-2024 blog 12 minutes read (About 1749 words)
How Distribution of a Random Variable Changes when the Variable is Transformed in a Deterministic Way

 
Deep Learning, 
Statistics, 
Probability, 
Mathematics, 
Jacobian, 
Variational Autoencoder  
  Read More

Transitive VS Non-Transitive Dependency In Build

 05-02-2024 05-02-2024 blog 4 minutes read (About 530 words)
Creating More Reliable Build Systems by Managing Dependency Interfaces

 
Computer Science, 
CMake, 
Build System, 
Dependency Graph, 
Bazel  
  Read More

Transformations of Random Variables

 04-28-2024 04-28-2024 blog 6 minutes read (About 862 words)
How Distribution of a Random Variable Changes When the Variable is Transformed in a Deterministic Way

 
Statistics, 
Probability, 
Mathematics, 
Jacobian  
  Read More

Marginal Likelihood Estimation

 04-21-2024 04-21-2024 blog 7 minutes read (About 1093 words)
Dealing with the Intractable Marginal Likelihood in Bayesian Inference

 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference  
  Read More

Expectation Maximization Algorithm

 04-15-2024 04-15-2024 blog an hour read (About 6724 words)
Optimizing Probabilistic Models with Latent Variables

 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference  
  Read More

Integration By Substitution

 04-08-2024 04-08-2024 blog 16 minutes read (About 2377 words)
Proof for Univariate and Multivariate Definite Integration by Substitution

 
Mathematics, 
Calculus, 
Jacobian  
  Read More

Determinant and Hyper Volume

 04-01-2024 04-01-2024 blog 21 minutes read (About 3100 words)
The Existence and the Uniqueness of Determinant and Its Relationship with Hyper Volume

 
Mathematics, 
Linear Algebra, 
Geometry, 
Calculus, 
Determinant  
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Quantization Unit Test

 03-25-2024 03-25-2024 blog 5 minutes read (About 748 words)
How To Unit Test Quantization Implementation

 
Deep Learning, 
Mathematics, 
Quantization, 
Software Engineering, 
Unit Test  
  Read More

Volatile Type Qualifier In C/C++

 03-18-2024 03-18-2024 blog 13 minutes read (About 1889 words)
Disabling Optimization on Purpose

 
CPP, 
C  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

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