Think Fast: A Tensor Streaming Processor (TSP) for Accelerating Deep Learning Workloads.
Dennis AbtsJonathan RossJonathan SparlingMark Wong-VanHarenMax BakerTom HawkinsAndrew BellJohn ThompsonTemesghen KahsaiGarrin KimmellJennifer HwangRebekah Leslie-HurdMichael ByeE. R. CreswickMatthew BoydMahitha VenigallaEvan LaforgeJon PurdyPurushotham KamathDinesh MaheshwariMichael BeidlerGeert RosseelOmar AhmadGleb GagarinRichard CzekalskiAshay RaneSahil ParmarJeff WernerJim SprochAdrian MaciasBrian KurtzPublished in: ISCA (2020)
Keyphrases
- deep learning
- traveling salesman problem
- database workloads
- unsupervised learning
- unsupervised feature learning
- higher order
- machine learning
- mental models
- dimensionality reduction
- weakly supervised
- central processing unit
- deep architectures
- restricted boltzmann machine
- d objects
- sparse representation
- image features
- viewpoint
- high dimensional
- data sets