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Use plate information in AutoStructured guide#2926

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fritzo wants to merge 4 commits into
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flat-batch-linear
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Use plate information in AutoStructured guide#2926
fritzo wants to merge 4 commits into
devfrom
flat-batch-linear

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@fritzo fritzo commented Sep 8, 2021

Addresses #2813
See design doc

This follows #2824 by using the plate structure determined by get_dependencies() to implement sparse precision structure (tensor block diagonal structure) in the pairwise dependencies used in AutoStructured guides.

Tested

  • shape tests for FlatBatchLinear module
  • new functionality is exercised by existing autoguide tests
  • unit tests of a real world model

@fritzo fritzo mentioned this pull request Sep 13, 2021
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@fritzo fritzo closed this Sep 14, 2021
@fritzo fritzo reopened this Sep 19, 2021
@fritzo fritzo closed this Sep 22, 2021
@fritzo fritzo deleted the flat-batch-linear branch September 27, 2021 14:45
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