This shows you the differences between two versions of the page.
| Both sides previous revision Previous revision | |
| wiki:aca2020:lectures [2020/03/26 17:13] – [Tuesday Mar 10] Andreas Moshovos | wiki:aca2020:lectures [2020/04/01 20:38] (current) – [Thursday Mar 26] Andreas Moshovos |
|---|
| |
| Finished discussion of Eyeriss. Covered also EIE/Deep Compression ({{ :wiki:aca2020:eie_presentation.pptx |slides}} and papers: {{ :wiki:aca2020:deep_compression.pdf |1}}, {{ :wiki:aca2020:eie_isca.pdf |2}}) and intro to SCNN ({{ :wiki:aca2020:scnn.pptx |slides}} and {{ :wiki:aca2020:scnn-isca.pdf |paper}}). | Finished discussion of Eyeriss. Covered also EIE/Deep Compression ({{ :wiki:aca2020:eie_presentation.pptx |slides}} and papers: {{ :wiki:aca2020:deep_compression.pdf |1}}, {{ :wiki:aca2020:eie_isca.pdf |2}}) and intro to SCNN ({{ :wiki:aca2020:scnn.pptx |slides}} and {{ :wiki:aca2020:scnn-isca.pdf |paper}}). |
| | |
| | |
| | ====== Thursday April 2 ====== |
| | |
| | We will go over over the following: |
| | |
| | * Google's TPU v1: {{ :wiki:aca2020:tpu.pdf |paper}}, {{ :wiki:aca2020:tpu.pptx |slides}} |
| | * RNNs, LSTMs, and the Efficient Speech Engine: {{ :wiki:aca2020:ese.pdf |paper}}, {{ :wiki:aca2020:lstms_-_ese.pptx |slides}} |
| | * GRUs and DeltaRNN: {{ :wiki:aca2020:deltarnn.pdf |paper}}, {{ :wiki:aca2020:grus_deltarnn.pptx |slides}} |
| | * Intro to GPUs: {{ :wiki:aca2020:002_-_introduction_to_cuda_programming_2.pptx |programming model}}, {{ :wiki:aca2020:003_-_hardware_2016.pptx |hardware}} |
| |
| |
| |