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We need to pass host_target to optimize because it is needed by memory_alloc
https://github.com/apache/incubator-tvm/blob/4c728d532b987ae4de464597bbfccc687913ad2d/src/relay/backend/vm/compiler.cc#L991
The previous unit test with static graph didn't find the bug because the
host_target
is only used when emitting shape funcshttps://github.com/apache/incubator-tvm/blob/4c728d532b987ae4de464597bbfccc687913ad2d/python/tvm/relay/transform/memory_alloc.py#L154
cc @icemelon9 @jroesch