Beidi Chen

Elite
@keroro824

Assistant Prof@CMU, Research Scientist@FAIR

www.andrew.cmu.edu/user/beidic/

HashingDeepLearning. Codebase for "SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems"

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LGD. C++

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Estimate_CC. C++

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Flash. LSH-GPU ANN package

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Transformer_Example. Jupyter Notebook

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lab-page. SCSS

2

LSH_DeepLearning. Scalable and Sustainable Deep Learning via Randomized Hashing

2

RL_data.

1

ImageNetV2. A new test set for ImageNet

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FlexGen. Running large language models like OPT-175B/GPT-3 on a single GPU. Up to 100x faster than other offloading systems.

1

mxnet. Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

1

Graphics. C

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