Collective Knowledge Aggregator
Aggregated execution times of slambench across multiple platforms (crowd-benchmarking)
cTuning Foundation, France,
Discussion wiki (comments, reproducibility, etc.)
Demo of aggregating results of all executions of slambench across all platforms (different CPU, GPU, frequency, compiler, etc). It can help build a realistic training set for further machine learning based autotuning and run-time adaptation as described in our papers [
]. We can use it to find an optimal platform for a given data set (balancing execution time, energy/frequency, accuracy, price, cost, etc - particularly useful for cloud computing or mobile devices).
CK report at cknowledge.org/repo
with ranking of all devices/kernel vs FPS, energy, accuracy, etc.
Reproduce/reuse/replay/discuss via CK (interactive graphs)
View entry in raw format
and the community
Implemented as a