| Monday |
Wednesday |
Friday |
|
Feb 05 - L01
Introduction
Lab1 posted
|
Feb 07 - L02
Overview of DNN components
|
Feb 09 - Recitation
Machine Learning Review/PyTorch
|
|
Feb 12 - L03
Popular Models; Evaluation and Training
|
Feb 14 - L04
Transformers
|
Feb 16 - Recitation
Architecture Overview - 1
|
|
Feb 19(Tue) - L05
Kernel Computation - CPU
|
Feb 21 - L06
Kernel Computation - Memory
|
Feb 23 - Recitation
Architecture Overview - 2
|
|
Feb 26 - L07
Kernel Computation - Vectorization
Lab1 due
Lab2 posted
|
Feb 28 - L08
Transforms
|
Mar 01 - No Recitation
|
|
Mar 04 - L09
GPUs
|
Mar 06 - L10
Accelerator Architecture
|
Mar 08 - Recitation
Accelergy
|
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Mar 11 - L11
Dataflows - 1
Lab2 due
Lab3 posted
|
Mar 13 - L12
Dataflows - 2
|
Mar 15 - Recitation
Timeloop
|
|
Mar 18 - L13
Convolutional Mappings
|
Mar 20 - L14
Calculating Data Movement
|
Mar 22 - No Recitation
|
|
Mar 25 - Holiday
|
Mar 27 - Holiday
|
Mar 29 - Holiday
|
|
Apr 01 - L15
Sparsity
Project Release
Review paper assigned
|
Apr 03 - L16
Sparse Architectures - 1
Lab3 due
Lab4 posted
|
Apr 05 - Recitation
Sparseloop
|
|
Apr 08 - L17
Sparse Architectures - 2
Submit final project selection (or proposal)
|
Apr 10 - L18
Sparse Matrix Multiplication
|
Apr 12 - Quiz 1
|
|
Apr 15 - Holiday
|
Apr 17 - L19
Numeric Precision
|
Apr 19 - No Recitation
Paper Phase I due
|
|
Apr 22 - L20
Advanced Technology (CiM)
Lab4 due
|
Apr 24 - L21
Lab5 posted
CiM -- design decisions/taxonomy
|
Apr 26 - Recitation
CiMLoop
Paper Phase II due
|
|
Apr 29 - L19
Interconnects
|
May 01
Advanced Technology (Optical)
|
May 03 - No Recitation
|
|
May 06
Sustainability
Project report due
|
May 08
Project Presentations
|
May 10 - No Recitation
|
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May 13
Project Presentations
Lab5 due
|
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