Deep Learning with PyTorch Quick Start Guide
PyTorchisextremelypowerfulandyeteasytolearn.Itprovidesadvancedfeatures,suchassupportingmultiprocessor,distributed,andparallelcomputation.ThisbookisanexcellententrypointforthosewantingtoexploredeeplearningwithPyTorchtoharnessitspower.ThisbookwillintroduceyoutothePyTorchdeeplearninglibraryandteachyouhowtotraindeeplearningmodelswithoutanyhassle.WewillsetupthedeeplearningenvironmentusingPyTorch,andthentrainanddeploydifferenttypesofdeeplearningmodels,suchasCNN,RNN,andautoencoders.YouwilllearnhowtooptimizemodelsbytuninghyperparametersandhowtousePyTorchinmultiprocessoranddistributedenvironments.Wewilldiscusslongshort-termmemorynetwork(LSTMs)andbuildalanguagemodeltopredicttext.Bytheendofthisbook,youwillbefamiliarwithPyTorch'scapabilitiesandbeabletoutilizethelibrarytotrainyourneuralnetworkswithrelativeease.
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