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Rationale for making this change:
- In the original design, for control flow operators like WhileOp,
child blocks couldn't read the tensor variables (global consts) in the root level block,
this patch added the machanism for child blocks to access their parent
level block's tensors.
- This change also relies on another serialization change on adding
another layer of abtraction called Region:
- Serialization patch: [region] Add TosaSerializationRegion to serialization_lib
- Updated the corresponding python version of the serialization code: TosaSerializerRegion to python version of serialization_lib
- This change also relies on the TOSA MLIR Translator change: Add RegionBuilder to TOSA MLIR Translator
- Added the WhileOp related test cases: While, LSTM, GRU, RNN
- Other related fixes
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I13ae33628ad07e41d248e88652ce1328654694ab
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* Added IModelRunner interface using pimpl idiom, which allows a user to
initialize, configure and run the model.
* Added unit tests for IModelRunner.
* Added doctest as third-party submodule.
* Added user options to specify paths for dependencies.
* Moved general func_config functions to separate utility, which removes
cxxopts dependency.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: If42f1f82cd6dadf18911a48dcd5fa579b719aff2
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Ifd771171904d1e5a9db3ea1cae3ac9017e971c8c
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- Also delay tensor allocation after operator being validated
ERROR_IF can be caught first before 0 or negative dimension set the graph_status to UNPREDICTABLE
- Rescale, Argmax, FullyConnected, Matmul, Pad, Reshape, Slice, Transpose, Clamp, Concat, Equal, Greater, GreaterEqual, Table
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I4e1b3e5794fe195ce1a37e28443ae584645a3b91
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or ERROR_IF()
- Adding return code enum class: {VALID, UNPREDICTABLE, ERROR}
- Runtime errors (e.g. memory allocation failure) will abort immediately, or will return one of the three return codes
Part of the codes are re-written to pass REQUIRE() to the top-level (e.g. apply_scale_32/16())
- Update setExpectedFailure() to setExpectedReturnCode() on test generation script
- Update test regression script to interface with reference model change
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Ia063c936bcb2a54d6e379a5bb6801aa72d1186f1
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Change-Id: I2f8e7fa63e2ae40203e57d2cc8814bde3b312cb6
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
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