From 6f97ca64aca489c6b697f219fe54521c90c34f33 Mon Sep 17 00:00:00 2001 From: jfrery Date: Thu, 9 Dec 2021 15:00:57 +0100 Subject: [PATCH] docs: update quantization user/basics/intro.md --- docs/user/basics/intro.md | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/docs/user/basics/intro.md b/docs/user/basics/intro.md index 28c528ae9..d2bdeab97 100644 --- a/docs/user/basics/intro.md +++ b/docs/user/basics/intro.md @@ -40,11 +40,7 @@ The main _current_ limits are: - **Concrete** is only supporting unsigned integers - **Concrete** needs the integer to be less than 7 bits (included) -These limits can be taken care of with the use of quantization, as explained a bit further in [this](../explanation/quantization.md) and [this](../howto/reduce_needed_precision.md) parts of the documentation. - -```{warning} -FIXME(Jordan): speak about our quantization framework -``` +To overcome the above limitations, Concrete has a [popular quantization](../explanation/quantization.md) method built in the framework that allows to map floating point values to integers. We can [use this approach](../howto/use_quantization.md) to run models in FHE. Lastly, we give hints to the user on how to [reduce the precision](../howto/reduce_needed_precision.md) of a model to make it work in Concrete. ```{warning} FIXME(Jordan/Andrei): add an .md about the repository of FHE-friendly models, and ideally .ipynb's