EMC2 Energy Efficient ML and Cognitive Computing

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EMCC: Workshop on Energy Efficient Machine Learning and Cognitive Computing

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9th EMC2'24: Workshop on Energy Efficient Machine Learning and Cognitive Computing - Session III

9th EMC2'24: Workshop on Energy Efficient Machine Learning and Cognitive Computing - Session III EMC2 Energy Efficient ML and Cognitive Computing

32 views - 1 year ago

9th EMC2'24: Workshop on Energy Efficient Machine Learning and Cognitive Computing - Session II

9th EMC2'24: Workshop on Energy Efficient Machine Learning and Cognitive Computing - Session II EMC2 Energy Efficient ML and Cognitive Computing

49 views - 1 year ago

9th EMC2'24: Workshop on Energy Efficient Machine Learning and Cognitive Computing - Session I

9th EMC2'24: Workshop on Energy Efficient Machine Learning and Cognitive Computing - Session I EMC2 Energy Efficient ML and Cognitive Computing

104 views - 1 year ago

"HPC and AI", CJ Newburn, Nvidia Corporation

"HPC and AI", CJ Newburn, Nvidia Corporation EMC2 Energy Efficient ML and Cognitive Computing

208 views - 4 years ago

"Efficient Neural Architecture Search at Scale", Mi Zhang, Michigan State University

"Efficient Neural Architecture Search at Scale", Mi Zhang, Michigan State University EMC2 Energy Efficient ML and Cognitive Computing

310 views - 4 years ago

"Cognitive AI", Gadi Singer, Intel Labs

"Cognitive AI", Gadi Singer, Intel Labs EMC2 Energy Efficient ML and Cognitive Computing

819 views - 4 years ago

"Towards Best Possible Deep Learning Acceleration on the Edge", Yanzhi Wang, Northeastern University

"Towards Best Possible Deep Learning Acceleration on the Edge", Yanzhi Wang, Northeastern University EMC2 Energy Efficient ML and Cognitive Computing

268 views - 4 years ago

"Accelerating transformers for inference of giant NLP models at scale", Sudeep Bhoja, d-Matrix.ai

"Accelerating transformers for inference of giant NLP models at scale", Sudeep Bhoja, d-Matrix.ai EMC2 Energy Efficient ML and Cognitive Computing

2K views - 4 years ago

"Accelerating Transformers: Industrializing Machine Learning", Jeff Boudier, Hugging Face

"Accelerating Transformers: Industrializing Machine Learning", Jeff Boudier, Hugging Face EMC2 Energy Efficient ML and Cognitive Computing

177 views - 4 years ago

"Chimera: Efficiently Training Large-Scale NNs with Bidirectional Pipelines", Shigang Li, ETH Zurich

"Chimera: Efficiently Training Large-Scale NNs with Bidirectional Pipelines", Shigang Li, ETH Zurich EMC2 Energy Efficient ML and Cognitive Computing

212 views - 4 years ago

"Memory Bandwidth Optimizations", Mahdi Nazm Bojnordi, Qualcomm Inc.

"Memory Bandwidth Optimizations", Mahdi Nazm Bojnordi, Qualcomm Inc. EMC2 Energy Efficient ML and Cognitive Computing

143 views - 4 years ago

"Fast, Efficient Infrastructure for Distributed Deep Learning", Amar Phanisayee, Microsoft Research

"Fast, Efficient Infrastructure for Distributed Deep Learning", Amar Phanisayee, Microsoft Research EMC2 Energy Efficient ML and Cognitive Computing

53 views - 4 years ago

"On Device, always on AI, Challenges and Opportunities", Debajyoti Pal, CTO, Ambient Scientific Inc.

"On Device, always on AI, Challenges and Opportunities", Debajyoti Pal, CTO, Ambient Scientific Inc. EMC2 Energy Efficient ML and Cognitive Computing

72 views - 4 years ago

"Energy Efficiency at Cloud Scale", Panel discussion

"Energy Efficiency at Cloud Scale", Panel discussion EMC2 Energy Efficient ML and Cognitive Computing

46 views - 4 years ago

"Machine learning for Near Term Computing", Damian Podareany, SURF.NL

"Machine learning for Near Term Computing", Damian Podareany, SURF.NL EMC2 Energy Efficient ML and Cognitive Computing

37 views - 4 years ago

"Efficient Deep Learning At Scale", Hai Li, Duke University

"Efficient Deep Learning At Scale", Hai Li, Duke University EMC2 Energy Efficient ML and Cognitive Computing

159 views - 5 years ago

"Convergence of AI, HPC, and Data Analytics on HPC Supercomputers", Vikram Saletore, Intel

"Convergence of AI, HPC, and Data Analytics on HPC Supercomputers", Vikram Saletore, Intel EMC2 Energy Efficient ML and Cognitive Computing

87 views - 5 years ago

"Towards Million-fold Efficiency in AI", Panel Discussion

"Towards Million-fold Efficiency in AI", Panel Discussion EMC2 Energy Efficient ML and Cognitive Computing

62 views - 5 years ago

"Modular Neural Networks for Low-Power Image Classification on Embedded Devices", Yung-Hsiang Lu

"Modular Neural Networks for Low-Power Image Classification on Embedded Devices", Yung-Hsiang Lu EMC2 Energy Efficient ML and Cognitive Computing

184 views - 5 years ago

"Designing Nanosecond Inference Engines for Particle Collider", Clauidonor Coelho Jr, Thea Aarrestad

"Designing Nanosecond Inference Engines for Particle Collider", Clauidonor Coelho Jr, Thea Aarrestad EMC2 Energy Efficient ML and Cognitive Computing

212 views - 5 years ago

Paper Session 1

Paper Session 1 EMC2 Energy Efficient ML and Cognitive Computing

73 views - 5 years ago

"AdaRound and Bayesian Bits: New advances in Quantization", Tijmen Blankevoort, Qualcomm Inc.

"AdaRound and Bayesian Bits: New advances in Quantization", Tijmen Blankevoort, Qualcomm Inc. EMC2 Energy Efficient ML and Cognitive Computing

1.1K views - 5 years ago

"Techniques for Efficient Inference with Deep Networks", Raghu Krishnamoorthi, Facebook

"Techniques for Efficient Inference with Deep Networks", Raghu Krishnamoorthi, Facebook EMC2 Energy Efficient ML and Cognitive Computing

226 views - 5 years ago

"DeepCABAC", Wojciech Samek, Fraunhofer Heinrich Hertz Institute

"DeepCABAC", Wojciech Samek, Fraunhofer Heinrich Hertz Institute EMC2 Energy Efficient ML and Cognitive Computing

305 views - 5 years ago

"Energy Efficient Machine Learning on Encrypted Data: Hardware to Rescue", Farinaz Koushanfar, UCSD

"Energy Efficient Machine Learning on Encrypted Data: Hardware to Rescue", Farinaz Koushanfar, UCSD EMC2 Energy Efficient ML and Cognitive Computing

255 views - 5 years ago

Paper Session 2

Paper Session 2 EMC2 Energy Efficient ML and Cognitive Computing

30 views - 5 years ago

"Achieving Low-latency Speech Synthesis at Scale", Sam Davis, Myrtle.ai

"Achieving Low-latency Speech Synthesis at Scale", Sam Davis, Myrtle.ai EMC2 Energy Efficient ML and Cognitive Computing

191 views - 5 years ago