added week 3 readings

_modules/week-02.md

@@ -13,7 +13,7 @@ Apr 9
 * [Petuum: A New Platform for Distributed Machine Learning on Big Data (optional)](https://arxiv.org/pdf/1312.7651.pdf)
 
 Apr 11
-: **4**{: .label} 
+: **4**{: .label} Acceleration and GPUs
   : [Slides](assets/slides/4_acceleration-and-gpus.pdf) • [Recording](https://podcast.ucsd.edu/watch/sp24/dsc291_d00/4)
 : *Reading:*
 * [TensorFlow: A system for large-scale machine learning (required)](https://arxiv.org/pdf/1605.08695.pdf)

_modules/week-03.md

@@ -1,27 +1,28 @@
 ---
 title: Week 3
 class: DSC204A
-status: not Active
+status: Active
 ---
 
 Jan 22
-: **1**{: .label} Lecture Canceled
+: **1**{: .label} 
   <!-- : [Slides](assets/slides/6_os-2.pdf) &#8226; [Recording](#) -->
 : *Reading:*
-* [Understanding the cloud computing stack: SaaS, PaaS, and IaaS (required)](https://docs.rackspace.com/docs/understanding-the-cloud-computing-stack-saas-paas-iaas)
+* [GPU Performance Background User's Guide (required)](https://docs.nvidia.com/deeplearning/performance/dl-performance-gpu-background/index.html)
+* [Matrix Multiplication Background User's Guide (required)](https://docs.nvidia.com/deeplearning/performance/dl-performance-matrix-multiplication/index.html)
 
 
 Jan 24
-: **2**{: .label} Basics: OS - 3
-  : [Slides](assets/slides/6_os-3.pdf) &#8226; [Recording](https://podcast.ucsd.edu/watch/wi24/dsc204a_a00/7) &#8226; [Scribe Notes](assets/scribe_notes/Jan_24_scribe_note.pdf)
+: **2**{: .label} 
+  <!-- : [Slides](assets/slides/6_os-3.pdf) &#8226; [Recording](https://podcast.ucsd.edu/watch/wi24/dsc204a_a00/7) &#8226; [Scribe Notes](assets/scribe_notes/Jan_24_scribe_note.pdf) -->
 : *Reading:*
-* [Above the Clouds: A Berkeley View of Cloud Computing (required)](https://www2.eecs.berkeley.edu/Pubs/TechRpts/2009/EECS-2009-28.pdf)
-* [The Datacenter as a Computer Designing Warehouse-Scale Machines Chapter 1 (optional)](https://link.springer.com/chapter/10.1007/978-3-031-01761-2_1)
+* [GPU Performance Background User's Guide (required)](https://docs.nvidia.com/deeplearning/performance/dl-performance-gpu-background/index.html)
+* [Matrix Multiplication Background User's Guide (required)](https://docs.nvidia.com/deeplearning/performance/dl-performance-matrix-multiplication/index.html)
 
 
 Jan 26
-: **3**{: .label} Cloud Computing Introduction
-  : [Slides](assets/slides/7_cloud_computing.pdf) &#8226; [Recording](https://podcast.ucsd.edu/watch/wi24/dsc204a_a00/8) &#8226; [Scribe Notes](assets/scribe_notes/Jan_26_scribe_note.pdf)
+: **3**{: .label} 
+  <!-- : [Slides](assets/slides/7_cloud_computing.pdf) &#8226; [Recording](https://podcast.ucsd.edu/watch/wi24/dsc204a_a00/8) &#8226; [Scribe Notes](assets/scribe_notes/Jan_26_scribe_note.pdf) -->
 : *Reading:*
-* [Above the Clouds: A Berkeley View of Cloud Computing (required)](https://www2.eecs.berkeley.edu/Pubs/TechRpts/2009/EECS-2009-28.pdf)
-* [The Datacenter as a Computer Designing Warehouse-Scale Machines Chapter 2 (optional)](https://link.springer.com/chapter/10.1007/978-3-031-01761-2_2)
+* [GPU Performance Background User's Guide (required)](https://docs.nvidia.com/deeplearning/performance/dl-performance-gpu-background/index.html)
+* [Matrix Multiplication Background User's Guide (required)](https://docs.nvidia.com/deeplearning/performance/dl-performance-matrix-multiplication/index.html)