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Assistant Prof@CMU, Research Scientist@FAIR
HashingDeepLearning. Codebase for "SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems"
1.1kLGD. C++
10Estimate_CC. C++
4Flash. LSH-GPU ANN package
3Transformer_Example. Jupyter Notebook
3lab-page. SCSS
2LSH_DeepLearning. Scalable and Sustainable Deep Learning via Randomized Hashing
2RL_data.
1ImageNetV2. A new test set for ImageNet
1FlexGen. Running large language models like OPT-175B/GPT-3 on a single GPU. Up to 100x faster than other offloading systems.
1mxnet. Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
1Graphics. C
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