reproducible research machine learning collective knowledge experimental workflows repository of knowledge open science artifact evaluation predictive analytics code and data sharing co-design auto-tuning empirical experiments artifact appendix acm artifact sharing program autotuning data mining systematic benchmarking reproducible tournaments crowdsourcing experiments reusable components automation crowdsource ai ai workflows plugin-based ai algorithm/performance/accuracy/energy trade-offs co-design competitions collaborative learning collaborative optimization ai repository ai/sw/hw co-design ai cambrian explosion collaborative experimentation computer systems portable package manager portable workflows software/hardware chaos collaborative dnn optimization autotuning public reviewing computer science computer engineering supercomputing ppopp collaborative research artifact template pact cgo crowdsourcing iterative compilation benchmark sharing sw/hw co-design dataset sharing knowledge sharing optimization repository common experimental infrastructure cloud for experiments performance tracking buildbot modeling of computer behavior big data driven optimization collaborative data management collective mind collaborative artifact evaluation crowdsourcing paper reviewing software and hardware dependencies community-driven journals common experimental setups plugin-based auto-tuning crowdsourcing auto-tuning
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