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C++ Load and Save Npy File Load Using xtensor

 02-16-2025 02-16-2025 blog 5 minutes read (About 708 words)
Quick and Convenient Library for Numpy File Load and Save in C++

 
CPP, 
Python, 
Software Engineering, 
Numpy, 
xtensor  
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Get Available Versions for Python Pip Package

 02-10-2025 02-10-2025 blog 3 minutes read (About 387 words)
The Python Officially Supported Approaches

 
Python, 
Pip  
  Read More

Grouped Query Attention Performance Theoretical Analysis

 02-03-2025 03-02-2025 blog 11 minutes read (About 1612 words)
Sharing Key and Value Tensors for a Group of Query Tensors to Mitigate Transformer Attention Layer Performance Bottleneck

 
Deep Learning, 
Neural Network, 
Transformer, 
Computer Architecture, 
Performance Optimization, 
Large Language Model  
  Read More

Fix NVIDIA Driver After Ubuntu Unattended Upgrade

 01-30-2025 01-30-2025 blog 2 minutes read (About 303 words)
A Quick and Safe Log for Fixing NVIDIA Driver

 
NVIDIA, 
Ubuntu, 
Driver  
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Transformer Vanilla Attention Performance Theoretical Analysis

 01-27-2025 03-02-2025 blog 9 minutes read (About 1275 words)
Performance Bottleneck for Serving Transformer Models

 
Deep Learning, 
Neural Network, 
Transformer, 
Computer Architecture, 
Performance Optimization, 
Large Language Model  
  Read More

iPad Battery Health

 01-22-2025 01-22-2025 blog 3 minutes read (About 498 words)
Check iPad Battery Remaining Capacity

 
Apple, 
iPad  
  Read More

CS2 Mouse Fix

 01-14-2025 01-14-2025 blog 4 minutes read (About 599 words)
Making Mouse Working Again In Counter-Strike 2

 
Game, 
Counter-Strike, 
CS, 
CS2, 
Mouse, 
Monitor, 
Steam  
  Read More

CuTe Tiled MMA

 01-09-2025 10-03-2025 blog 30 minutes read (About 4482 words)
Understanding CuTe Tiled MMA Using an Example

 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
  Read More

NVIDIA GPU Compute Capability

 01-02-2025 03-21-2025 blog 15 minutes read (About 2230 words)
A Table of NVIDIA GPUs and Their Compute Capabilities

 
CUDA, 
NVIDIA, 
GPU  
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AWQ: Activation-Aware Weight Quantization

 01-01-2025 01-01-2025 blog 18 minutes read (About 2738 words)
Same Performance as Group-Wise Weight-Only Quantization But with Better Accuracy

 
Deep Learning, 
Mathematics, 
Quantization, 
Accelerated Computing, 
CUDA  
  Read More

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, 
NeurIPS, 
Conference  
  Read More

C++ Compile-Time Type Map

 12-22-2024 12-22-2025 blog 6 minutes read (About 921 words)
C++ Select Types Based On Template Types

 
CPP, 
CPP17, 
Metaprogramming  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

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