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Willump is a compiler for model serving.
To Index or Not to Index: Optimizing Exact Maximum Inner Product Search
MacroBase: A Search Engine for Fast Data
High-performance runtime for data analytics applications
Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuous transformations groups. https://arxiv.org/abs/1901.11399
DAWNBench: An End-to-End Deep Learning Benchmark and Competition
Simplified Moment Sketch Implemntation
End-to-end earthquake detection pipeline via efficient time series similarity search
Moments Sketch Code
Fork of diux-dev/imagenet18
Sparser: Raw Filtering for Faster Analytics over Raw Data
This tool retrieves large entries in a matrix product
Sketching linear classifiers over data streams with the Weight-Median Sketch (SIGMOD 2018).
Its BlazeIt because it's blazing fast
ASAP: Prioritizing Attention via Time Series Smoothing
Simple baselines for "Learned Indexes"
Computation using data flow graphs for scalable machine learning
Accelerating network inference over video
Convolutional Neural Networks
Repository for tKDE Experiments