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grabgpu's Introduction

算法码上来 👋

  • 📙 字节跳动AI Lab NLP算法工程师
  • 🔨 研究方向：模型优化、机器翻译、句法分析
  • 🐏 微信公众号：算法码上来
  • ❤️ 微信：godweiyang，长期内推，加我进技术&内推群

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grabgpu's Issues

如何以高利用率、高GPU功率占卡

组里设置了限制，不仅仅看GPU显存，还看GPU利用率和GPU功率，导致经常被释放
单纯提高占用GB数，无法提升利用率和功率，有什么好办法嘛？
image

GPU memory (GB): 16.00 Occupied time (h): 1.00 GPU ID: 0,1 Try allocate GPU memory 1 times >>>>>>>>>>>>>>>>>>>> GPU-0: Failed to allocate 16.00 GB GPU memory (0.00 GB available) GPU-1: Failed to allocate 16.00 GB GPU memory (0.00 GB available)

GPU memory (GB): 16.00
Occupied time (h): 1.00
GPU ID: 0,1
Try allocate GPU memory 1 times >>>>>>>>>>>>>>>>>>>>
GPU-0: Failed to allocate 16.00 GB GPU memory (0.00 GB available)
GPU-1: Failed to allocate 16.00 GB GPU memory (0.00 GB available)

 nvidia-smi
Mon May 15 13:25:56 2023       
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 418.116.00   Driver Version: 418.116.00   CUDA Version: 10.1     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  Tesla V100-SXM2...  On   | 00000000:88:00.0 Off |                    0 |
| N/A   44C    P0    44W / 300W |      0MiB / 32480MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+
|   1  Tesla V100-SXM2...  On   | 00000000:B1:00.0 Off |                    0 |
| N/A   35C    P0    42W / 300W |      0MiB / 32480MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+

咋回事

sh文件中显卡序号怎么处理呢？

刚开始i没有卡，我就去搜索占据每一张，./gg 16 24 0,1,2,3 run.sh，但是run.sh中有受使用的显卡的序号，这个序号可能和排队排到的显卡序号不一样，怎么处理呢？

./gg_cu112: 权限不够

普通用户，在自己home目录下，使用wget https://github.com/godweiyang/GrabGPU/releases/download/v1.0.0/gg_cu112，然后运行../gg_cu112 16 24 0,1。
然后出现错误：
./gg_cu112: 权限不够

版本问题

您好，想问一下这对Cuda12.0版本的显卡适用吗？

Syntax error near unexpected token `newline'

I tried all three version of gg in two different machines and got the following error:

./gg_cu110: line 7: syntax error near unexpected token `newline'
./gg_cu110: line 7: `<!DOCTYPE html>'

Not sure what is wrong.

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