OSU Benchmarks Analysis

This will generate plots for the OSU benchmarks. No surprise there.

pip install -r requirements.txt

Then:

python 1-run-analysis.py

# On premises
python 1-run-analysis.py --on-premises

This was immensely hard to parse, but I did my best. Nuances of the different runs are included below and in the script comments.

Results

AllReduce

Collections benchmark

AllReduce CPU

AllReduce GPU

Bandwidth

Point to point benchmark

Bandwidth CPU

Bandwidth GPU

Note that Google GKE was run without the cuda flags, didn't work. Those results do not use the GPU.

Latency

Point to point benchmark

Latency CPU

Latency GPU

Note that Google GKE was run without the cuda flags, didn't work. Those results do not use the GPU.