[FIX][TOPI][strided_slice] Fix topi.strided_slice output shape#17502
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Hzfengsy merged 7 commits intoapache:mainfrom Nov 12, 2024
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relax.strided_slice given a assume_inbound flag
…is assumed in the associated unit tests moved misplaced function description fixed shape error and added a assume_inbound=True to test_strided_slice_symbolic_sliced_axis added param description for assume_inbound
Hzfengsy
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Nov 10, 2024
| """relax.op.strided_slice FLegalize must support dynamic begin/end""" | ||
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| @I.ir_module | ||
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…e#17502) * updated topi.strided_slice to perform the same canonicalize index as relax.strided_slice given a assume_inbound flag * applied formatting * removed debug statements * set assume_inbound=True in leg_redistribute_replica_to_shard as this is assumed in the associated unit tests moved misplaced function description fixed shape error and added a assume_inbound=True to test_strided_slice_symbolic_sliced_axis added param description for assume_inbound * added doc for param assume_inbound in dynamic_strided_slice * added # fmt: off and # fmt: on
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Fixed inconsistency between relax.strided_slice output shape and topi.strided_slice output shape when assume_inbound
is set to false.
I added an assume_inbound flag to topi.strided_slice. If it is false then the begin and end indices are canonicalized before the dimension length is calculated. To avoid introducing duplicate code i removed the corresponding functions from relax/../index.cc and instead reference the new functions defined in include/tvm/topi/transform.h.
I added a regression test for the case with assume_inbound = false when the end of the slice is at infinity, e.g. v[begin:], which previously caused an incorrect output shape.