susavlsh10

Susav Shrestha's repositories

Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.

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Susav Shrestha >> Webpage

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ESPN: Embedding from Storage Pipelined Network. GDS implementation for multi-vector embedding retrieval and bindings.

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ResNetX implementation

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PCA (Principal Component Analysis) and Autoencoders for efficient feature extraction and data compression.

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Sentiment analysis comparisons between Naive Bayes, Perceptron, and BERT.

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GPUDirect kernels for direct SSD reads

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