A software-defined tensor streaming multiprocessor for large-scale machine learning.
Dennis AbtsGarrin KimmellAndrew C. LingJohn KimMatthew BoydAndrew BitarSahil ParmarIbrahim AhmedRoberto DiCeccoDavid HanJohn ThompsonMichael ByeJennifer HwangJeremy FowersPeter LillianAshwin MurthyElyas MehtabuddinChetan TekurThomas SohmersKris KangStephen MareshJonathan RossPublished in: ISCA (2022)
Keyphrases
- machine learning
- decision trees
- data mining
- software systems
- machine learning methods
- computational intelligence
- software components
- knowledge acquisition
- explanation based learning
- dimensionality reduction
- real time
- learning systems
- computer systems
- source code
- text mining
- natural language processing
- knowledge discovery
- software design
- data streams
- pattern recognition
- reinforcement learning
- hardware design
- computer vision
- artificial intelligence
- real world
- machine learning approaches
- software tools
- database machines
- small scale
- software projects
- inductive learning
- machine learning algorithms
- text classification
- software development
- knowledge representation
- feature selection
- data sets