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[Bug-apl] Use with word2vec


From: Fred Weigel
Subject: [Bug-apl] Use with word2vec
Date: Fri, 28 Apr 2017 21:19:02 -0400

Jeurgen, and other GNU APL experts.

I am exploring neural nets, word2vec and some other AI related areas.

Right now, I want to tie in google's word2vec trained models (the
billion word one GoogleNews-vectors-negative300.bin.gz)

This is a binary file containing a lot of floating point data -- about
3.5GB of data. These are words, followed by cosine distances. I could
attempt to feed this in slow way, and put it into an APL workspace. 
But... I also intend on attempting to feed the data to a GPU. So, what I
am looking for is a modification to GNU APL (and yes, I am willing to do
the work) -- to allow for the complete suppression of normal C++
allocations, etc. and allow the introduction of simple float/double
vectors or matrices (helpful to allow "C"-ish or UTF-8-ish strings: the
data is (C string containing word name) (fixed number of floating
point)... repeated LOTs of times.

The data set(s) may be compressed, so I don't want read them directly --
possibly from a shared memory region (64 bit system only, of course), or
, perhaps using shared variables... but I don't think that would be fast
enough.

Anyway, this begins to allow the push into "big data" and AI
applications. Just looking for some input and ideas here.

Many thanks
Fred Weigel



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