[autoparallel] add cost graph class #1481
Merged
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A graph data structure to simplify the edge cost graph. It has two main functions:
1. To feed the quadratic resharding costs into solver, we need to linearize it. We build edge_cost in
CostGraph, and it stored every combinations of strategies for a src-dst node pair in an 1D list.
2. To reduce the searching space, we merge computationally-trivial operators, such as
element-wise operators, transpose, and reduction, into their following nodes. The merging infomation will
be given by the StrategiesVector depending on the type of target node and following nodes.
Additional,some previous bugs has been fixed in this PR: