Niranda Perera
nirandaperera
Software Engineer at NVIDIA. PhD, IU, Bloomington. @cylondata
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88
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88GPU Memory Reservation Library
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cuGraph - RAPIDS Graph Analytics Library
cuML - RAPIDS Machine Learning Library
cuVS - a library for vector search and clustering on the GPU
RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.
Utilities for Dask and CUDA interactions
KvikIO - High Performance File IO
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CUDA Core Compute Libraries
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RAPIDS Memory Manager
Collective communications library with various primitives for multi-machine training.
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cuDF - GPU DataFrame Library
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Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
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Parsl - Parallel Scripting Library
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An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Twister2 Big Data Hosting Environment: A composable framework for high-performance data analytics