A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads
Author:
Affiliation:
1. Argonne National Laboratory,Lemont,IL,USA,60439
2. Cerebras Systems,Sunnyvale,CA,USA,95085
3. SambaNova Systems Inc.,Palo Alto,CA,USA,94303
4. Graphcore Inc.,Palo Alto,CA,USA,94301
5. Groq Inc.,Mountain View,CA,USA,94041
Funder
Office of Science
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10024010/10024011/10024028.pdf?arnumber=10024028
Reference73 articles.
1. Accelerating Scientific Applications With SambaNova Reconfigurable Dataflow Architecture
2. On the Acceleration of Deep Learning Model Parallelism With Staleness
3. Intelligent Resolution: Integrating Cryo-EM with AI-driven Multi-resolution Simulations to Observe the SARS-CoV-2 Replication-Transcription Machinery in Action;trifan;BioRxiv,2021
4. Studying the potential of Graphcore IPUs for applications in Particle Physics;mohan,2020
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