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| wiki:aca2020:lectures [2020/03/16 13:23] – [Tuesday Mar 10] Andreas Moshovos | wiki:aca2020:lectures [2020/04/01 20:38] (current) – [Thursday Mar 26] Andreas Moshovos |
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| {{ :wiki:aca2020:dadiannao.pdf |DaDianNao}} and {{ :wiki:aca2020:eyeriss-isca.pdf |Eyeriss @ ISCA}} | {{ :wiki:aca2020:dadiannao.pdf |DaDianNao}} and {{ :wiki:aca2020:eyeriss-isca.pdf |Eyeriss @ ISCA}} |
| and {{ :wiki:aca2020:eyeriss_jssc_2017.pdf |Eyeriss}} (more detailed). | and {{ :wiki:aca2020:eyeriss_jssc_2017.pdf |Eyeriss}} (more detailed). |
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| | ====== Thursday Mar 19 ====== |
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| | Continued discussion of DaDianNao and Eyeriss |
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| | ====== Thursday Mar 26 ====== |
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| | 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}}). |
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| | ====== Thursday April 2 ====== |
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| | We will go over over the following: |
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| | * 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}} |
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