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| wiki:aca2017:lectures [2018/02/26 17:55] – [Feb 15, Thu: Efficient Inference Engine] Andreas Moshovos | wiki:aca2017:lectures [2018/03/27 11:12] (current) – [Mar 20, Tue: Google's TPU] Andreas Moshovos |
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| * {{ :wiki:aca2017:eie.pdf | EIE paper ISCA}}, {{ :wiki:aca2017:deep_compression.pdf | Deep Compression paper ICLR}}, {{ :wiki:aca2017:eie_presentation.pptx | Slides (base deck courtesy of Kevin Siu}} | * {{ :wiki:aca2017:eie.pdf | EIE paper ISCA}}, {{ :wiki:aca2017:deep_compression.pdf | Deep Compression paper ICLR}}, {{ :wiki:aca2017:eie_presentation.pptx | Slides (base deck courtesy of Kevin Siu}} |
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| | ===== Week of Feb 22 ====== |
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| | Reading week, no lectures. |
| ===== Feb 26, Tue: SCNN ===== | ===== Feb 26, Tue: SCNN ===== |
| * {{ :wiki:aca2017:scnn.pptx | Slides}}, [[https://dl.acm.org/citation.cfm?id=3080254| Link to ISCA paper through ACM's Library]] you should be able to access this through a UofT network connection, otherwise another version is on [[https://arxiv.org/abs/1708.04485|Arxiv]] | * {{ :wiki:aca2017:scnn.pptx | Slides}}, [[https://dl.acm.org/citation.cfm?id=3080254| Link to ISCA paper through ACM's Library]] you should be able to access this through a UofT network connection, otherwise another version is on [[https://arxiv.org/abs/1708.04485|Arxiv]] |
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| | ===== Mar 1, Thurs: Value-Based Deep Learning Acceleration ===== |
| | * {{ :wiki:aca2017:based-deep-learning_1_.pdf | Overview paper}} |
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| | ===== Mar 20, Tue: Google's TPU ===== |
| | * {{ :wiki:aca2017:tpu.pdf | ISCA 2017 Paper (arxiv version)}} , {{ :wiki:aca2017:tpu.pptx | slides}} |
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| | ===== Mar 27, Tue: Out-Of-Order Circuit Structures and Optimizations ===== |
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| | * {{ :wiki:aca2017:scheduler_structures.ppt | Structures}} |
| | * {{ :wiki:aca2017:scheduler-optimizations.pptx |Optimizations}} |