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AI Tester is a cloud-enabled, containerized, offline-storage compatible, it could help you to test GPU by BIG MODEL for pressure testing, efficiency testing would also be available.
- Check out tf1 and tf2 folder
- Run the python script
- ✨Enjoy!✨
- Pressure Test
- Efficiency Test
- Support Tensorflow1,2 and Keras
- Support Python3.6+(Recommend 3.8)
- Support Nvidia GPU
| Item | Tensorflow | Keras | Cuda | Cudnn | Script |
|---|---|---|---|---|---|
| version 1 | 2.6.0 | 2.6.0 | 11.2 | 8 | tf2 |
| version 2 | 1.15 | 2.3.1 | 10.0 | 7 | tf1 |
AI Tester requires Docker to run.
Install the dependencies and devDependencies and start the server.
sudo apt-get update
sudo apt-get install apt-transport-https ca-certificates curl software-properties-common
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
sudo apt-key fingerprint 0EBFCD88
sudo add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable"
sudo apt-get update
sudo apt-cache madison docker-ce
sudo apt-get install docker-ce=19.03.6~ce-0~ubuntu-xenialDownload Image
For Tensorflow 1.15
sudo docker pull 105552010/tensorflow:v1.15.5For Tensorflow 2.6
sudo docker pull 105552010/tensorflow:v2.6.0Start Container...
sudo docker run --name=test -it 105552010/tensorflow:v2.6.0 /bin/bashYou can find the scripts inside tf folder...
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