CisMine Ng – Medium

CisMine Ng

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Level Up Coding

Compute Bound & Memory Bound

In any program, we need to do 2 things:

Jan 7

Compute Bound & Memory Bound

Jan 7

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Published in
AI Advances

Memory Types in GPU

One of the fascinating aspects of coding with CUDA is that we can freely choose which memory to use (meaning that when initializing a value…

Aug 28, 2023

Memory Types in GPU

Aug 28, 2023

Pinned

Pinned memory

In this article, I will discuss the concept of pinned memory — please note that it will be related to the next article (streaming), so it…

Feb 13, 2024

Pinned memory

Feb 13, 2024

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Cuda toolkit — Cuda driver

Before using Nvidia’s profiling tools, it’s essential to have a basic understanding of how CUDA works. In this article, I’ll briefly…

Feb 13, 2024

Cuda toolkit — Cuda driver

Feb 13, 2024

Data analyst and Data processing in a single line

When tackling a Machine Learning problem, the first essential steps are data analysis and data processing. In this article, I will guide…

Sep 19, 2024

Data analyst and Data processing in a single line

Sep 19, 2024

RAPIDS in handle data

In chapter 01, we mentioned using RAPIDS for processing and analyzing data with a GPU. In this article, I will guide you on how to use it.

Sep 17, 2024

RAPIDS in handle data

Sep 17, 2024

RAPIDS in GPU

Nowadays, the increasing amount of data has made ETL (Extract, Transform, Load), also known as data analysis and processing, more complex…

Sep 14, 2024

RAPIDS in GPU

Sep 14, 2024

GPU in AI

Nowadays, with the rapid development of AI, the demand for its use is increasing, leading to a growing abundance of data and a wider…

Aug 31, 2024

GPU in AI

Aug 31, 2024

Bandwidth — Throughput — Latency

When evaluating a piece of code or a program, three important concepts need to be considered: bandwidth, throughput, and latency. However…

Jun 27, 2024

Bandwidth — Throughput — Latency

Jun 27, 2024

Occupancy in GPU Part 2

In the first part, I introduced occupancy; in this second part, I’ll delve deeper into how to improve achieved occupancy.

Jun 22, 2024

Occupancy in GPU Part 2

Jun 22, 2024

CisMine Ng

CisMine Ng

My name is CisMine Ng. I am currently pursuing a B.Sc. degree. I am interested in the following topics: DL in Computer Vision, Parallel Programming With Cuda.

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