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Accelerating vector operations on the JVM using the new jdk.incubator.vector module

alexklibisz.com · published 25 February 2023

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https://elastiknn.com/
elastiknn.com
https://docs.oracle.com/en/java/javase/19/docs/api/jdk.incubator.vector/module-summary.html
docs.oracle.com
https://openjdk.org/jeps/338
openjdk.org
https://openjdk.org/projects/panama/
openjdk.org
https://en.wikipedia.org/wiki/Cosine_similarity
en.wikipedia.org
https://en.wikipedia.org/wiki/Dot_product
en.wikipedia.org
https://en.wikipedia.org/wiki/Taxicab_geometry
en.wikipedia.org
https://en.wikipedia.org/wiki/Euclidean_distance
en.wikipedia.org
https://en.wikipedia.org/wiki/Nearest_neighbor_search
en.wikipedia.org
https://en.wikipedia.org/wiki/Streaming_SIMD_Extensions
en.wikipedia.org
https://en.wikipedia.org/wiki/Advanced_Vector_Extensions
en.wikipedia.org
https://support.apple.com/kb/SP782
support.apple.com
https://www.intel.com/content/www/us/en/products/sku/134905/intel-core-i78700b-processor-12m-cache-up-to-4-60-ghz/specifications.html
intel.com
https://github.com/alexklibisz/site-projects/tree/main/jdk-incubator-vector-optimizations
github.com
https://docs.oracle.com/en/java/javase/19/docs/api/java.base/java/lang/Math.html
docs.oracle.com
https://dl.acm.org/doi/pdf/10.1145/3578360.3580265
dl.acm.org
https://richardstartin.github.io/posts/vector-api-dot-product
richardstartin.github.io
https://twitter.com/denis_makogon/status/1574833657247928329
twitter.com
http://web.eecs.utk.edu/~jplank/plank/classes/cs494/494/notes/SIMD/index.html
web.eecs.utk.edu
https://github.com/alexklibisz/elastiknn/pull/496
github.com
https://mail.openjdk.org/pipermail/panama-dev/2023-February/018735.html
mail.openjdk.org
https://support.apple.com/kb/SP825
support.apple.com
https://github.com/alexklibisz/site-projects/pull/6
github.com
https://twitter.com/varunthacker/status/1659719167665397760
twitter.com
https://twitter.com/thetaph1/status/1662148334134476835
twitter.com
https://twitter.com/AlexKlibisz/status/1662514518680039424
twitter.com
https://twitter.com/thetaph1/status/1662753591034101760
twitter.com