"Quantized"的相关文档

标签“Quantized”的相关文档，共8条

Vector Quantized Models for Planning
VectorQuantizedModelsforPlanningSherjilOzair12YazheLi1AliRazavi1IoannisAntonoglou1AäronvandenOord1OriolVinyals1AbstractDota2(OpenAIetal.,2019)andStarCraftII(Vinyalsetal.,2019),orrobotics(OpenAIeta...
for Models Vector Planning Quantized
2023-11-16 19:42:238764.98 MB22
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Training Quantized Neural Networks to Global Optimality via Semidefinite Programming
TrainingQuantizedNeuralNetworkstoGlobalOptimalityviaSemideﬁniteProgrammingBurakBartan1MertPilanci1Abstractdimensionsusingsemideﬁniteprogramming(Bartan&Pi-lanci,2021).Inthiswork,wetakeasimilarconv...
Neural Networks to Global Training
2023-11-16 19:42:141343883.91 KB1
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Double-Win Quant Aggressively Winning Robustness of Quantized Deep Neural Networks via Random Precision Training and Inference
Double-WinQuant:AggressivelyWinningRobustnessofQuantizedDeepNeuralNetworksviaRandomPrecisionTrainingandInferenceYongganFu1QixuanYu1MengLi2VikasChandra2YingyanLin1AbstractWuetal.,2018).However,DNNs...
of Robustness Quantized Double-Win Quant
2023-11-16 18:30:491994634.18 KB18
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Communication-Efficient Distributed Optimization with Quantized Preconditioners
Communication-EfﬁcientDistributedOptimizationwithQuantizedPreconditionersFoivosAlimisis1PeterDavies2DanAlistarh23AbstractInthispaper,wefocusonthecommunication(bit)com-plexityoftheclassicempiricalr...
Distributed Optimization with Communication-efficient Quantized
2023-11-16 18:11:22759419.03 KB28
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Quantized Decentralized Stochastic Learning over Directed Graphs
QuantizedDecentralizedStochasticLearningoverDirectedGraphsHosseinTaheri1AryanMokhtari2HamedHassani3RamtinPedarsani1Abstractdecentralizedlearningistooptimizeafunctionf:Rd→Rdeﬁnedastheaverageoffunc...
Learning Stochastic graphs Decentralized Quantized
2023-11-14 21:46:01859583.22 KB13
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Moniqua Modulo Quantized Communication in Decentralized SGD
Moniqua:ModuloQuantizedCommunicationinDecentralizedSGDYuchengLu1ChristopherDeSa1Abstract(Lietal.,2014a;b)ortheMPIAllReduceoperation(Groppetal.,1999).Suchadesign,however,putsheavypressureRunningStoc...
in Decentralized Communication SGD Quantized
2023-11-14 21:45:149764.99 MB30
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Lossless or Quantized Boosting with Integer Arithmetic
LosslessorQuantizedBoostingwithIntegerArithmeticRichardNock123RobertC.Williamson21Abstractvectormachines(Boseretal.,1992),etc..Tobecarriedoutintoday’ssettings,suchlong-livedalgorithmsrequirecareIn...
with Integer Arithmetic Boosting Quantized
2023-11-13 14:47:47945436.93 KB19
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Error Compensated Quantized SGD and its Applications to Large-scale Distributed Optimization
ErrorCompensatedQuantizedSGDanditsApplicationstoLarge-scaleDistributedOptimizationJiaxiangWu1WeidongHuang1JunzhouHuang1TongZhang1AbstractTherehavebeenseveralworksattemptingtoimprovetheefﬁciencyofd...
and Applications Error SGD Compensated
2023-11-13 11:59:311595446.88 KB7
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