What is recorded here?
Searches a factorized hierarchical mobile CNN space with a reward balancing measured target-phone latency and classification accuracy.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Automated search selected mobile network designs using accuracy and measured latency; researchers supplied the search space, devices and evaluation. Original v1 uses proxy-task search and transfer, not a claim that every candidate is fully trained on ImageNet. A weighted product approximates nearby tradeoffs, not an exhaustive certified Pareto frontier; latency is specific to measured hardware.
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People and systems
Mingxing Tan; Bo Chen; Ruoming Pang; Vijay Vasudevan; Quoc V. Le
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MnasNet mobile architecture search · Not recorded: research execution is source-reported, not provider-attested · Not applicable: no language-model version identified for this search
Automated search selected mobile network designs using accuracy and measured latency; researchers supplied the search space, devices and evaluation.. Source-reported attribution; provider attestation is unavailable.
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English catalogue narrative
MnasNet platform-aware mobile architecture search
Searches a factorized hierarchical mobile CNN space with a reward balancing measured target-phone latency and classification accuracy.
Scientific scope
Automated search selected mobile network designs using accuracy and measured latency; researchers supplied the search space, devices and evaluation. Original v1 uses proxy-task search and transfer, not a claim that every candidate is fully trained on ImageNet. A weighted product approximates nearby tradeoffs, not an exhaustive certified Pareto frontier; latency is specific to measured hardware.
People and systems
Mingxing Tan; Bo Chen; Ruoming Pang; Vijay Vasudevan; Quoc V. Le
MnasNet mobile architecture search / Not recorded: research execution is source-reported, not provider-attested / Not applicable: no language-model version identified for this search: Automated search selected mobile network designs using accuracy and measured latency; researchers supplied the search space, devices and evaluation. (source reported).