TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings.
Norman P. JouppiGeorge KurianSheng LiPeter C. MaRahul NagarajanLifeng NaiNishant PatilSuvinay SubramanianAndy SwingBrian TowlesCliff YoungXiang ZhouZongwei ZhouDavid A. PattersonPublished in: CoRR (2023)
Keyphrases
- machine learning
- low cost
- massively parallel
- real time
- information extraction
- decision trees
- floating point
- hardware implementation
- hardware and software
- building blocks
- computer systems
- knowledge acquisition
- text classification
- dimensionality reduction
- data analysis
- image processing
- knowledge management
- computer vision
- fine grained
- machine learning methods
- learning tasks
- pattern recognition
- computing systems
- artificial intelligence