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lines changed Original file line number Diff line number Diff line change @@ -14,7 +14,7 @@ Follow along with the video below or on `youtube <https://www.youtube.com/watch?
1414 <iframe width =" 560" height =" 315" src =" https://www.youtube.com/embed/cjgj41dvSeQ" frameborder =" 0" allow =" accelerometer; encrypted-media; gyroscope; picture-in-picture" allowfullscreen ></iframe >
1515 </div >
1616
17- Frequently, when building recommendation systems, we want to represent
17+ When building recommendation systems, we frequently want to represent
1818entities like products or pages with embeddings. For example, see Meta
1919AI’s `Deep learning recommendation
2020model <https://arxiv.org/abs/1906.00091> `__, or DLRM. As the number of
@@ -31,7 +31,7 @@ Installation
3131
3232Requirements: python >= 3.7
3333
34- We highly recommend CUDA when using TorchRec. If using CUDA: cuda >= 11.0
34+ We highly recommend CUDA when using TorchRec ( If using CUDA: cuda >= 11.0).
3535
3636
3737.. code :: shell
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