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[Tracking Issue] Collage Partitioner #11645

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This is a tracking issue for the Collage partitioner which is described in RFC 62.

Links to the pull requests will be added to the following items as they are upstreamed.

  • Introduce the partitioning infrastructure with basic PartitionRules.
  • Add further more complex PartitionRules.
  • Introduce CostEstimators to estimate the cost of partitions.
  • Introduce the CollagePartition pass which generates and estimates the cost of many different partitioning options and searches for the optimal partitioning using a Dijkstra-style algorithm.

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    relay:collagesrc/relay/collagetype:rfc-trackingRFC progress tracking. Ref: https://github.com/apache/tvm-rfcs

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