A cross-platform client to perform collaborative and reproducible benchmarking, optimization and co-design of software and hardware for emerging workloads (AI, ML, quantum, IoT) via the open cKnowledge.io portal
cBench is a cross-platform client connected with the open cKnowledge.io portal to support collaborative and reproducible benchmarking, optimization and co-design of computational systems based on emerging technologies (AI, ML, quantum, IoT).
|As a host platform||As a target platform|
MLPref crowd-benchmarking demo on Ubuntu
sudo apt update sudo apt install git wget libz-dev curl cmake sudo apt install gcc g++ autoconf autogen libtool sudo apt install libfreetype6-dev sudo apt install python3.7-dev sudo apt install -y libsm6 libxext6 libxrender-dev
python3 -m pip install cbrain
Initialize the CK solution for MLPerf:
cb init demo-obj-detection-coco-tf-cpu-benchmark-linux-portable-workflows
Participate in crowd-benchmarking:
cb benchmark demo-obj-detection-coco-tf-cpu-benchmark-linux-portable-workflows
See results on a public SOTA dashboard.
You can also use the stable Docker image to participate in crowd-benchmarking:
sudo docker run ctuning/cbench-obj-detection-coco-tf-cpu-benchmark-linux-portable-workflows /bin/bash -c "cb benchmark demo-obj-detection-coco-tf-cpu-benchmark-linux-portable-workflows"
You can also check all dependencies for this solution.
- This is an ongoing project - don't hesitate to contact us if you have any feedback and suggestions!
We would like to thank all CK partners for fruitful discussions and feedback!
Copyright 2020 cTuning foundation and cKnowledge SAS
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