github/concrete
1
1
Fork 0
mirror of https://github.com/zama-ai/concrete.git synced 2026-02-08 19:44:57 -05:00
Code Issues Packages Projects Releases Wiki Activity

docs: Update PoissonRegression.ipynb

Browse Source
This commit is contained in:
Jeremy Bradley-Silverio Donato
2022-01-06 17:46:36 +01:00
committed by Benoit Chevallier
parent 3cfba99c7c
commit cb660d89f9
1 changed files with 1 additions and 1 deletions
Download Patch File Download Diff File Expand all files Collapse all files

2
docs/user/advanced_examples/PoissonRegression.ipynb
View File

@@ -575,7 +575,7 @@
"\n",
"Here is where we encounter one of the limitations of our framework. We perform a dot product in the prediction, in the QuantizedLinear class, but in our framework the maximum integer size is, for now, limited to 7 bits. As every multiplication doubles the number of bits of precision of the inputs performing 57 multiplication-additions of integers to compute w.x would quickly overflow 7 bits. \n",
"\n",
"As a workaround the limited accumulator resolution, we perform PCA to reduce dimensionality from 57 to 14 dimensions and train our multi-variate model in this reduced dimensionality space. However, we also train a reference model on all of the original features. "
"As a workaround to the limited accumulator resolution, we perform PCA to reduce dimensionality from 57 to 14 dimensions and train our multi-variate model in this reduced dimensionality space. However, we also train a reference model on all of the original features. "
]
},
{