Voyy‘s Notes
Voyy‘s Notes
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Voyy‘s Notes
Voyy‘s Notes
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CUDA Programming Guide
01 Introduction to CUDA
1.1 Introduction
1.2 Programming Model
1.3 The CUDA platform
02 Programming GPUs in CUDA
2.1 Intro to CUDA C++
Overview
GPU MODE
Lecture 01 - How to profile CUDA kernels in PyTorch
LeetCode
LeetCode Hot 100 背诵笔记
LLM Inference Handbook
01 Foundation
What is LLM inference?
Training vs. inference
Foundation
02 Planning your deployment
Planning your deployment
03 Model Preparation
LLM fine-tuning
LLM quantization
LLM distillation
Model Preparation
04 Model Interaction
Model Interaction
05 Inference optimization
Inference optimization
06 Kernel optimization
Kernel optimization
07 Infra and operations
Infrastructure and operations
LLM Inference Handbook
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