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Cuda-Challenges

day-1-Introduction-to-GPU-Computing-&-CUDA

day-10-Shared-Memory-Fundamentals

day-100-Capstone-Project-#5

day-101-GPU-Accelerated-ML-Frameworks-(Intro)

day-102-CUDA-+-Other-Parallel-Frameworks

day-103-Tuning-GPU-Accelerated-ML-Ops

day-104-Multi-GPU-Scaling-in-ML

day-105-HPC-Memory-Throughput-&-Computation

day-106-HPC-Precision-&-Mixed-Precision

day-107-Advanced-Debugging-Tools-(cuda-memcheck,-etc.)

day-109-Large-Scale-Code,-Maintainability

day-11-Thread-Synchronization-(__syncthreads())

day-110-HPC-Tools-&-Libraries-(MAGMA,-etc.)

day-111-Testing-&-Validation-Strategies

day-112-Progress-Checkpoint

day-113-Revisiting-Key-Optimizations

day-114-GPU-Scheduling-&-CUcontext-Exploration

day-115-Final-Performance-Tweaks-&-Fine-Tuning

day-116-Memory-Hierarchy-Mastery

day-117-Detailed-Profiling-Recap

day-118-Review-of-Common-Pitfalls

day-119-Prep-for-Final-Capstone

day-12-Bank-Conflicts-in-Shared-Memory

day-120-Capstone-Project-#6

day-13-Basic-Atomic-Operations

day-14-Progress-Checkpoint

day-15-Advanced-Atomic-Operations

day-16-Kernel-Configuration-Tuning

day-17-Host-Device-Synchronization-Patterns

day-18-Error-Handling-&-cudaGetErrorString()

day-19-Unified-Memory-(UM)-Intro

day-2-Setting-Up-the-Development-Environment

day-20-Capstone-Project-#1

day-21-Streams-&-Concurrency-(Basics)

day-22-Events-&-Timing

day-23-Asynchronous-Memory-Copy

day-24-Pinned-(Page-Locked)-Memory

day-25-Double-Buffering-Technique

day-26-Constant-Memory

day-27-Texture-&-Surface-Memory-(Intro)

day-28-Progress-Checkpoint

day-29-Texture-Memory-(Practical)

day-3-GPU-vs.-CPU-Architecture-Foundations

day-30-Surface-Memory

day-31-Unified-Memory-Deep-Dive

day-32-Stream-Sync-&-Dependencies

day-33-Intro-to-CUDA-Graphs

day-35-Occupancy-&-Launch-Config-Tuning

day-36-Profiling-&-Bottleneck-Analysis

day-37-Intro-to-Warp-Level-Primitives

day-38-Warp-Divergence

day-39-Dynamic-Parallelism

day-4-Thread-Hierarchy-Grids-&-Blocks

day-40-Capstone-Project-#2

day-41-Advanced-Streams-&-Multi-Stream-Concurrency

day-42-Progress-Checkpoint

day-43-Efficient-Data-Transfers-&-Zero-Copy

day-44-Advanced-Warp-Intrinsics-(Scan,-etc.)

day-45-Cooperative-Groups-(Intro)

day-46-Peer-to-Peer-Communication-(Multi-GPU)

day-47-Intermediate-Debugging-&-Profiling-Tools

day-48-Memory-Footprint-Optimization

day-49-Thrust-for-High-Level-Operations

day-5-Thread-Hierarchy-Warps-(Intro)

day-50-Intro-to-cuBLAS

day-51-Intro-to-cuFFT

day-52-Code-Optimization-(Part-1)

day-53-Code-Optimization-(Part-2)

day-54-Nsight-Compute-Kernel-Analysis

day-55-Intro-to-Device-Libraries-(cuRAND,-etc.)

day-56-Progress-Checkpoint

day-57-Robust-Error-Handling-&-Debugging

day-58-Handling-Large-Data-Sets

day-59-MPS-(Multi-Process-Service)

day-6-Basic-Kernel-Launch-&-Execution

day-60-Capstone-Project-#3

day-61-GPU-Accelerated-Sorting

day-62-Stream-Compaction-&-Parallel-Patterns

day-63-Concurrency-Patterns-(Producer-Consumer)

day-64-Pinned-+-Unified-Memory-Hybrid

day-65-Collaborative-Grouping-Techniques

day-66-Peer-to-Peer-(P2P)-&-Multi-GPU-Scaling

day-67-GPU-Accelerated-Graph-Analytics-(Intro)

day-68-Memory-Pool-&-Custom-Allocators

day-69-Occupancy-Based-Tuning-for-Large-Problems

day-7-Memory-Model-(Global-Memory-Basics)

day-70-Progress-Checkpoint

day-71-Advanced-Streams-&-Overlapping

day-72-CUDA-Graphs-Complex-Workflows

day-73-Dynamic-Graph-Launches

day-74-Multi-GPU-Programming-(Deeper-Exploration)

day-75-Performance-Metrics-&-Roofline-Analysis

day-76-Mixed-Precision-&-Tensor-Cores-(If-Supported)

day-77-UM-Advanced-Topics-(Prefetch,-Advise)

day-78-Large-Scale-Projects-Modular-Kernel-Design

day-79-Portability-&-Scalability-Best-Practices

day-8-Memory-Allocation-&-Pointers

day-80-Capstone-Project-#4

day-81-Cooperative-Groups-Advanced-Patterns

day-82-Large-Scale-Batch-Processing

day-83-External-Libraries-(cuDNN,-etc.)

day-84-Progress-Checkpoint

day-85-Instruction-Throughput-Profiling

day-86-Occupancy-vs.-ILP

day-87-Custom-Memory-Allocators

day-88-Kernel-Fusion-&-Loop-Fusion

day-89-Algorithmic-Optimizations-(Tiling,-Blocking)

day-9-Memory-Alignment-&-Coalescing

day-90-Minimizing-Data-Transfers

day-91-Enterprise-Level-Code-Structure

day-92-Advanced-Debugging-(Races-&-Deadlocks)

day-93-Real-Time-GPU-Computing-Techniques

day-94-Host-Multithreading-+-GPU-Coordination

day-95-CUDA-Graph-Updates-&-Reusability

day-96-Precision-&-Numerical-Stability

day-97-Advanced-P2P-&-Clustering-(If-Possible)

day-98-Progress-Checkpoint

day-99-Graph-API-for-Complex-DAG-Workloads

使用教程

1.Git 拉取代码库

2.使用Obsidian编辑md

金融经济学

第5讲：均值方差分析

第6讲：资本资产定价模型（CAPM）（Ⅰ）

第6讲：资本资产定价模型（CAPM）（Ⅱ）

第7讲：对CAPM的讨论

阿啸的2025年2月

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2.23

阿啸的2025年3月

3.2

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阿啸的2025年4月

4.10

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4.29

4.3

4.30

4.7

4.8

阿啸的2025年5月

5.12

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阿啸的2025年6月

6.2

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