FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4300018520> ?p ?o ?g. }

• W4300018520 abstract "Advancements in ultra-low-power tiny machine learning (TinyML) systems promise to unlock an entirely new class of smart applications. However, continued progress is limited by the lack of a widely accepted and easily reproducible benchmark for these systems. To meet this need, we present MLPerf Tiny, the first industry-standard benchmark suite for ultra-low-power tiny machine learning systems. The benchmark suite is the collaborative effort of more than 50 organizations from industry and academia and reflects the needs of the community. MLPerf Tiny measures the accuracy, latency, and energy of machine learning inference to properly evaluate the tradeoffs between systems. Additionally, MLPerf Tiny implements a modular design that enables benchmark submitters to show the benefits of their product, regardless of where it falls on the ML deployment stack, in a fair and reproducible manner. The suite features four benchmarks: keyword spotting, visual wake words, image classification, and anomaly detection." @default.
• W4300018520 created "2022-10-03" @default.
• W4300018520 creator A5000635267 @default.
• W4300018520 creator A5001161475 @default.
• W4300018520 creator A5007314507 @default.
• W4300018520 creator A5013556189 @default.
• W4300018520 creator A5014520736 @default.
• W4300018520 creator A5015026294 @default.
• W4300018520 creator A5016615332 @default.
• W4300018520 creator A5030558743 @default.
• W4300018520 creator A5034201863 @default.
• W4300018520 creator A5035585648 @default.
• W4300018520 creator A5036123913 @default.
• W4300018520 creator A5041370652 @default.
• W4300018520 creator A5045007218 @default.
• W4300018520 creator A5058783856 @default.
• W4300018520 creator A5058799958 @default.
• W4300018520 creator A5062200176 @default.
• W4300018520 creator A5068556855 @default.
• W4300018520 creator A5072357938 @default.
• W4300018520 creator A5079644832 @default.
• W4300018520 creator A5082625759 @default.
• W4300018520 creator A5090396089 @default.
• W4300018520 creator A5090678379 @default.
• W4300018520 date "2021-06-14" @default.
• W4300018520 modified "2023-09-27" @default.
• W4300018520 title "MLPerf Tiny Benchmark" @default.
• W4300018520 doi "https://doi.org/10.48550/arxiv.2106.07597" @default.
• W4300018520 hasPublicationYear "2021" @default.
• W4300018520 type Work @default.
• W4300018520 citedByCount "0" @default.
• W4300018520 crossrefType "posted-content" @default.
• W4300018520 hasAuthorship W4300018520A5000635267 @default.
• W4300018520 hasAuthorship W4300018520A5001161475 @default.
• W4300018520 hasAuthorship W4300018520A5007314507 @default.
• W4300018520 hasAuthorship W4300018520A5013556189 @default.
• W4300018520 hasAuthorship W4300018520A5014520736 @default.
• W4300018520 hasAuthorship W4300018520A5015026294 @default.
• W4300018520 hasAuthorship W4300018520A5016615332 @default.
• W4300018520 hasAuthorship W4300018520A5030558743 @default.
• W4300018520 hasAuthorship W4300018520A5034201863 @default.
• W4300018520 hasAuthorship W4300018520A5035585648 @default.
• W4300018520 hasAuthorship W4300018520A5036123913 @default.
• W4300018520 hasAuthorship W4300018520A5041370652 @default.
• W4300018520 hasAuthorship W4300018520A5045007218 @default.
• W4300018520 hasAuthorship W4300018520A5058783856 @default.
• W4300018520 hasAuthorship W4300018520A5058799958 @default.
• W4300018520 hasAuthorship W4300018520A5062200176 @default.
• W4300018520 hasAuthorship W4300018520A5068556855 @default.
• W4300018520 hasAuthorship W4300018520A5072357938 @default.
• W4300018520 hasAuthorship W4300018520A5079644832 @default.
• W4300018520 hasAuthorship W4300018520A5082625759 @default.
• W4300018520 hasAuthorship W4300018520A5090396089 @default.
• W4300018520 hasAuthorship W4300018520A5090678379 @default.
• W4300018520 hasBestOaLocation W43000185201 @default.
• W4300018520 hasConcept C101468663 @default.
• W4300018520 hasConcept C105339364 @default.
• W4300018520 hasConcept C111919701 @default.
• W4300018520 hasConcept C113775141 @default.
• W4300018520 hasConcept C115903868 @default.
• W4300018520 hasConcept C119857082 @default.
• W4300018520 hasConcept C13280743 @default.
• W4300018520 hasConcept C149635348 @default.
• W4300018520 hasConcept C154945302 @default.
• W4300018520 hasConcept C166957645 @default.
• W4300018520 hasConcept C185798385 @default.
• W4300018520 hasConcept C205649164 @default.
• W4300018520 hasConcept C2776214188 @default.
• W4300018520 hasConcept C41008148 @default.
• W4300018520 hasConcept C79581498 @default.
• W4300018520 hasConcept C95457728 @default.
• W4300018520 hasConceptScore W4300018520C101468663 @default.
• W4300018520 hasConceptScore W4300018520C105339364 @default.
• W4300018520 hasConceptScore W4300018520C111919701 @default.
• W4300018520 hasConceptScore W4300018520C113775141 @default.
• W4300018520 hasConceptScore W4300018520C115903868 @default.
• W4300018520 hasConceptScore W4300018520C119857082 @default.
• W4300018520 hasConceptScore W4300018520C13280743 @default.
• W4300018520 hasConceptScore W4300018520C149635348 @default.
• W4300018520 hasConceptScore W4300018520C154945302 @default.
• W4300018520 hasConceptScore W4300018520C166957645 @default.
• W4300018520 hasConceptScore W4300018520C185798385 @default.
• W4300018520 hasConceptScore W4300018520C205649164 @default.
• W4300018520 hasConceptScore W4300018520C2776214188 @default.
• W4300018520 hasConceptScore W4300018520C41008148 @default.
• W4300018520 hasConceptScore W4300018520C79581498 @default.
• W4300018520 hasConceptScore W4300018520C95457728 @default.
• W4300018520 hasLocation W43000185201 @default.
• W4300018520 hasOpenAccess W4300018520 @default.
• W4300018520 hasPrimaryLocation W43000185201 @default.
• W4300018520 hasRelatedWork W1485630101 @default.
• W4300018520 hasRelatedWork W2093683727 @default.
• W4300018520 hasRelatedWork W2593649365 @default.
• W4300018520 hasRelatedWork W2950577464 @default.
• W4300018520 hasRelatedWork W3084863322 @default.
• W4300018520 hasRelatedWork W3088304681 @default.
• W4300018520 hasRelatedWork W3202692017 @default.
• W4300018520 hasRelatedWork W4206166505 @default.
• W4300018520 hasRelatedWork W4286909464 @default.
• W4300018520 hasRelatedWork W4302612983 @default.

• next