https://github.com/zw0610/zw0610.github.io
https://github.com/zw0610/zw0610.github.io
gpu machine-learning
Last synced: about 1 year ago
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- Host: GitHub
- URL: https://github.com/zw0610/zw0610.github.io
- Owner: zw0610
- Created: 2020-05-03T23:50:20.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2020-08-17T01:35:08.000Z (almost 6 years ago)
- Last Synced: 2025-03-24T22:45:41.556Z (over 1 year ago)
- Topics: gpu, machine-learning
- Homepage:
- Size: 1.56 MB
- Stars: 58
- Watchers: 3
- Forks: 5
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
## Wang's Blog
嗨，我叫张望，是一个半路出家的机器学习工程师。
从计算流体出身的我，在第一次接触 CUDA 之后就不可救药地投入到了 GPU 通用计算之中。
经过好几年的探索，渐渐发现对 GPU 的使用，机器学习无论是否相较科学计算领域，都是始终位于第一线。
因此，我也决定投入到机器学习工程化的队伍中。
*Hey, it's Wang. I'm a ML engineer who jumped into the ML world halfway.*
*While previously working on fluid computation, I get obsessed with GPGPU once I made my first CUDA program (an SOR solver).*
*After years of trial and error, I realized that in terms of the GPU application, whether compared to scientific computation or not, it is machine learning that always pushes the limit of GPU.*
*Thus, I decided to devote myself to the machine learning engineering.*
Email: [mailto](mailto:zw199006@gmail.com)
### 简历
[中文简历](./resume/zhangwang.pdf) [Resume](./resume/wangzhang.pdf)
### 技术博客
#### GPU 相关
[重峦叠嶂般的 GPU 利用率](./notes-cn/gpu-utilization-in-mist.md)
#### GPU 共享
[GPU 共享一：你真的需要吗？](./notes-cn/gpu-sharing-1.md)
[GPU 共享二：调度](./notes-cn/gpu-sharing-2.md)
[GPU 共享三：井水不犯河水](./notes-cn/gpu-sharing-3.md)
[GPU 共享四：MIG 带来的补充](./notes-cn/gpu-sharing-4.md)
#### Deep Learning Engineering
[苹果偷偷搞了一个 MLCompute 库](./notes-cn/mlcompute.md)
[分布式训练中对"用户友好"的一点点思考](./notes-cn/user-friendly-dt.md)
[也说弹性分布式训练](./notes-cn/all-elasticity.md)
[EN: Hurry! oneAPI](./notes-en/oneapi.md)
[在什么条件下，FC==Conv?](./notes-cn/fc-and-conv.md)
#### Deep Learning Algorithm
[各种 Optimizer 汇总](./notes-cn/various-optimizers.md)
### 非技术博客
[Sybway 与我二三事](./notes-cn/oh-sybway.md)