* [TIR][USMP] Added buffer info extraction pass
This commit adds a pass that takes the main (call graph of operators)
TIR PrimFunc and each operators also as TIR PrimFunc. The pass will
traverse through all TIR PrimFunc starting the from main. Thereafter,
it will extract information from tir.allocates. Among the information,
the liveness conflicts are reported.
* Added test for a linear model
* Added test for parallel/serial mixed for loops
* Added test for a substructure of inception-style model.
* Exposed buffer_info creation to python
* Added member functions to update pool info
* Unit tests to cover functionality of buffer_info
Change-Id: I5e163ac3e83c830629a5d34ed4407c9962701c60
* [TIR][USMP] Added buffer info extraction pass
Swap key-value pairs of returned values of the buffer_info
extraction pass.
Change-Id: Ia4f7289592bc776ef6189a41a7891038751bf31f
* [TIR][USMP] Added buffer info extraction pass
Updating the USMP utility tests to include tests
that test creation of PoolInfo and PoolAllocation
Objects.
Change-Id: I5d349d0ffcac6b0160072d832dd9d5418699228e
* [TIR][USMP] Added buffer info extraction pass
* Removing the unnecessary header : include/tvm/tir/usmp/analysis.h
* Some nits and cleanup
Change-Id: Iac3ddd9428c56cd8ef49cf643e797bf6fdf4e97a
* [TIR][USMP] Added buffer info extraction pass
* Change the class data members to have a trailing underscore
Change-Id: I71809b3c73b0bc0cd133fad1392ae8c17c895ee4
* [TIR][USMP] Added buffer info extraction pass
Adding more documentation for data structures
and the approach
Change-Id: Ide2bfffaeff9add86853b6992017264e5d796299
* [TIR][USMP] Added buffer info extraction pass
* Added more documentation
* Added functionality to handle multiple calls
for the same PrimFunc with a test.
Change-Id: Ib7c27b3cf17f415067a224f1e57d8b928f4c7c6f
* [TIR][USMP] Added buffer info extraction pass
* Attaching targets to PrimFuncs in the util test case
Change-Id: I82960512659a346f6242b2b5789ec1120f8ea2cf
Manupa Karunaratne
18730c45be