Lei Mao's Log Book
Lei Mao's Log BookCurriculumBlogArticlesProjectsPublicationsReadingsLifeEssayPhotographyArchivesCategoriesTagsFAQs
  • Tags
  • Deep Learning

NeurIPS 2024 Area Chair Experience

 12-26-2024 12-26-2024 blog 9 minutes read (About 1389 words)
First Time Serving as NeurIPS Area Chair

 
Deep Learning, 
Conference, 
NeurIPS  
  Read More

Neural Radiance Fields

 07-24-2024 07-24-2024 blog 6 minutes read (About 826 words)
Scene Representation and Differentiable Rendering with Neural Radiance Fields

 
Deep Learning, 
Computer Vision, 
Neural Network, 
NeRF, 
Neural Radiance Fields  
  Read More

LoRA and LoRAPrune

 07-11-2024 07-11-2024 blog 11 minutes read (About 1664 words)
Fine-Tuning and Pruning of Large Language Models Using Low-Rank Adaptation

 
Deep Learning, 
Neural Network, 
Neural Network Pruning, 
LoRA, 
LoRAPrune  
  Read More

Parameter Importance Approximation Via Taylor Expansion In Neural Network Pruning

 06-20-2024 07-07-2024 blog 12 minutes read (About 1778 words)
Scoring Neural Network Parameter Importance Faster

 
Deep Learning, 
Mathematics, 
Neural Network Pruning, 
Taylor Expansion  
  Read More

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, 
Bayesian Inference, 
PyTorch, 
Neural Network, 
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, 
PyTorch, 
Neural Network, 
Mixed Precision Training, 
Automatic Mixed Precision Training  
  Read More

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, 
TensorRT, 
PyTorch, 
NVIDIA, 
Accelerated Computing, 
GPU, 
Quantization  
  Read More

TensorRT Python Inference

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

 
Deep Learning, 
Python, 
Inference, 
TensorRT, 
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

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, 
Software Engineering, 
Quantization, 
Unit Test  
  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

How To Debug Deep Learning Inference Applications

 01-01-2024 01-01-2024 article 23 minutes read (About 3511 words)
First Principles of Evaluating Deep Learning Inference

 
Deep Learning, 
Software Engineering, 
Numerical Errors, 
Deep Learning Inference  
  Read More
Previous
Next
  • 1
  • 2
  • 3
  • …
  • 7
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

Posts

1197

Categories

8

Tags

750

  Follow   Sponsor

Advertisement


Categories

  • article20
  • blog537
  • essay304
  • life267
  • miscellaneous2
  • photography39
  • project20
  • reading8

follow.it

Recents

10-10-2025

Setting Up Environment Variables In SSH Sessions Over TCP On Runpod

blog

10-08-2025

Setting Up Remote Development Using Custom Template On Runpod

blog

10-07-2025

恶魔阿萨谢尔在召唤你

essay

10-04-2025

Bair Island

photography

10-04-2025

汉堡王 Monster 套餐

essay

Archives

  • October 20257
  • September 202515
  • August 202527
  • July 202523
  • June 202547
  • See All >>

Tags

Outdoors272
Hiking206
California203
CPP114
Mathematics100
Deep Learning84
CUDA61
Running52
Photography47
Software Engineering36
Machine Learning34
Python34
Racing34
Movie32
Statistics31
Bird30
Linux30
Park30
Wildlife30
China29
See All >>
Lei Mao's Log Book

© 2017-2025 Lei Mao  Powered by Hexo & Icarus
Site UV:  Site PV:

×