"Quantization"的相关文档

标签“Quantization”的相关文档，共14条

Soft then Hard Rethinking the Quantization in Neural Image Compression
SoftthenHard:RethinkingtheQuantizationinNeuralImageCompressionZongyuGuo1ZhizhengZhang1RunsenFeng1ZhiboChen1AbstractQuantizationisoneofthekeychallengesforneuralimagecompression.Sincethegradientofqua...
the in Hard Soft Rethinking
2023-11-16 19:41:5113854.47 MB28
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Quantization Algorithms for Random Fourier Features
QuantizationAlgorithmsforRandomFourierFeaturesXiaoyunLi,PingLiCognitiveComputingLabBaiduResearch10900NE8thStBellevueWA98004USA{lixiaoyun996,pingli98}@gmail.comAbstract1.IntroductionThemethodofrando...
for Algorithms random Features Fourier
2023-11-16 19:28:36606832.7 KB7
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I-BERT Integer-only BERT Quantization
I-BERT:Integer-onlyBERTQuantizationSehoonKim1AmirGholami1ZheweiYao1MichaelW.Mahoney1KurtKeutzer1Abstract2019),andtheGPTfamily(Brownetal.,2020;Radfordetal.,2018;2019)),haveachievedasigniﬁcantaccura...
BERT Quantization I-BERT Integer-only
2023-11-16 18:46:581875741.62 KB1
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HAWQ-V3 Dyadic Neural Network Quantization
HAWQ-V3:DyadicNeuralNetworkQuantizationZheweiYao1ZhenDong1ZhangchengZheng1AmirGholami1JialiYu23EricTan1LeyuanWang2QijingHuang1YidaWang2MichaelW.Mahoney1KurtKeutzer1Abstract1.IntroductionCurrentlow-...
Neural Network Quantization HAWQ-V3 Dyadic
2023-11-16 18:46:539282.54 MB4
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Estimation and Quantization of Expected Persistence Diagrams
EstimationandQuantizationofExpectedPersistenceDiagramsVincentDivol1ThéoLacombe1Abstractmulti-scalefashion.Relyingonpersistenthomologytheory(Edelsbrunneretal.,2000;Zomorodian&Carlsson,2005;Persiste...
of and Estimation Persistence Diagrams
2023-11-16 18:38:0310071.06 MB23
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Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution
DifferentiableDynamicQuantizationwithMixedPrecisionandAdaptiveResolutionZhangZhaoyang1ShaoWenqi1GuJinwei23WangXiaogang1LuoPing4Abstractdynamicrangeandstepsizearefreezedineachlayer.Sec-ondly,gradien...
and with Precision Dynamic Differentiable
2023-11-16 18:31:0517011.38 MB12
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Accurate Post Training Quantization With Small Calibration Sets
AccuratePostTrainingQuantizationWithSmallCalibrationSetsItayHubara12YuryNahshan1YairHanani1RonBanner1DanielSoudry2Abstract1.IntroductionLately,post-trainingQuantizationmethodshaveThepursuitofadvanc...
with Calibration Accurate Training Quantization
2023-11-16 18:00:22800611.65 KB4
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Towards Accurate Post-training Network Quantization via Bit-Split and Stitching
TowardsAccuratePost-trainingNetworkQuantizationviaBit-SplitandStitchingPeisongWang1QiangChen1XiangyuHe1JianCheng1AbstracthardwarelikeTPUorgeneralhardwarelikeCPUandGPU.Byturningtheﬂoating-pointvalu...
via Network Accurate Towards Quantization
2023-11-14 21:46:481670388.68 KB8
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Online Learned Continual Compression with Adaptive Quantization Modules
OnlineLearnedContinualCompressionwithAdaptiveQuantizationModulesLucasCaccia123EugeneBelilovsky42MassimoCaccia425JoellePineau123Abstractetal.,2017;Balle´etal.,2016;Johnstonetal.,2018).Yetitsapplica...
Adaptive Online with Continual Compression
2023-11-14 21:45:3813662.15 MB8
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Feature Quantization Improves GAN Training
FeatureQuantizationImprovesGANTrainingYangZhao1ChunyuanLi2PingYu1JianfengGao2ChangyouChen1AbstractTrainingGANsisanotoriouslychallengingtask,asitin-volvesoptimizinganon-convexproblemforitsNashequi-T...
Feature GAN Training Quantization Improves
2023-11-14 21:44:136649.38 MB20
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Differentiable Product Quantization for Learning Compact Embedding Layers
DifferentiableProductQuantizationforEnd-to-EndEmbeddingCompressionTingChen1LalaLi1YizhouSun2Abstractetal.,2013)andrecommendersystems(Korenetal.,2009),wherethevocabularysizesareevenlarger.Embeddingl...
Learning for Compact Differentiable embedding
2023-11-14 21:43:4810601.46 MB5
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Accelerating Large-Scale Inference with Anisotropic Vector Quantization
AcceleratingLarge-ScaleInferencewithAnisotropicVectorQuantizationRuiqiGuo1PhilipSun1ErikLindgren1QuanGeng1DavidSimcha1FelixChern1SanjivKumar1Abstract(MIPS)problem,consideradatabaseX={xi}i=1,2,...,n...
Inference with Vector Large-Scale Accelerating
2023-11-14 21:42:551986603.6 KB14
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Same, Same But Different Recovering Neural Network Quantization Error Through Weight Factorization
Same,SameButDifferent:RecoveringNeuralNetworkQuantizationErrorThroughWeightFactorizationMellerEldad1FinkelsteinAlexander1AlmogUri1GrobmanMark1Abstractmance.Here,wefollowthecommonlyusedQuantizations...
Neural Network Quantization Same But
2023-11-13 14:48:28595593.05 KB29
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Improving Neural Network Quantization without Retraining using Outlier Channel Splitting
ImprovingNeuralNetworkQuantizationwithoutRetrainingusingOutlierChannelSplittingRitchieZhao1YuweiHu1JordanDotzel1ChristopherDeSa1ZhiruZhang1AbstracttoreducingthecostsofDNNexecutionistoquantizetheﬂo...
Neural Using without Improving Network
2023-11-13 14:47:301441419.36 KB5
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