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push the red button skip to main content push the red button malware encryption reverse engineering networking and other arcana posts someone s been messing with my subnormals get link facebook x pinterest email other apps september 06 2022 tl dr after noticing an annoying warning i went on an absurd yak shave and discovered that because of a tiny handful of python packages built with an appealing sounding but dangerous compiler option more than 2 500 python packages some with more than a million downloads per month could end up causing any program that uses them to compute incorrect numerical results once upon a time in my terminal recently whenever i tried to import certain python packages notably some models from huggingface transformers i would see this weird and unsightly warning python 3 8 10 default jun 22 2022 20 18 18 type copyright credits or license for more information ipython 8 4 0 an enhanced interactive python type for help in 1 from transformers import codegenforcausallm home moyix virtualenvs sfcodegen lib python3 8 site packages numpy core getlimits py 498 userwarning the value of the smallest subnormal for class numpy 6 comments read more more posts powered by blogger report abuse archive 2022 2 september 1 someone s been messing with my subnormals february 1 2018 2 october 1 march 1 2016 6 october 2 july 2 june 1 january 1 2015 5 october 1 august 2 april 1 march 1 2014 5 december 1 november 1 october 1 july 1 january 1 2013 2 october 1 september 1 2012 1 february 1 2011 4 september 1 may 1 april 1 march 1 2010 2 july 2 2009 13 july 2 june 2 may 1 march 4 february 1 january 3 2008 17 september 1 august 5 may 2 april 1 february 8 2007 8 october 1 september 2 august 1 may 3 january 1 2006 1 december 1 show more show less