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2024-02-27[reference_model] tosa.fb name changesTai Ly
This patch adjusts reference model for attribute name changes in tosa.fb schema, and for obsoleted slice/tile/reshape attributes also updated examples due to the breaking tosa flatbuffers changes Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: I105eb99a4c35f289c5078aed0a7f9cbb6dfe9123
2023-07-27Enable lazy tensor allocationJerry Ge
- The previous ref_model was allocating the memory for all tensors in the graph upfront which is unnecessary and wasteful. - This patch changes to only allocate initial input tensors on the entry point using the allocateInputTensor() function. - The output tensors are ensured to have been allocated before executing a node. The output tenosrs are the inputs for the next node. - When a node's evaluation is finished, its input tensors will be freed if they will no longer be used by anyone else. Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Ibb3e8c9e6344f6cd9eb20532a03b2097b93247f9
2023-07-25Run clang-format and update copyrightJerry Ge
- Also added run clang-format to pre-commit runs Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I4e59ac0afbaa30dce0773aa63d92a1a3b119e2f3
2023-06-02Add support for boolean outputs in model runnerJiacheng Liang
Comparison operators produce boolean outputs, which need to be written into client data Allow subgraph traverser to use main block to look for tensors when serialization handler is missing Signed-off-by: Jiacheng Liang <jiacheng.liang@arm.com> Change-Id: I6f9af470185541fa6466b3f7786c48f1555fa6f6
2023-05-05[reference model] Add precise modeTai Ly
This adds --precise_mode=1 option to tosa_referece_model, which will cause reference model to convert all floating point tensors to FP64 tensors and compute all operators accordingly. Also adds optional -p arguments to test runners tosa_verif_run_tests.py and tosa_verif_framework_compiler_runner.py to run tests in precise mode Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: I156055216ad61710096497a8fa1a653be2a602a3
2023-04-06[reference model] support multiple regionsTai Ly
This allows IF/WHILE serialization to use regions instead of blocks to serialize nested regions. For backward compatibility, both region and block serialization are supported for IF/WHILE ops. Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: Icf935561f9f5db38767ff76410bcd36896119395
2023-01-13Reference model update for control flow operators supportJerry Ge
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
2021-10-18Add ERROR_IF to control flow ops.Kevin Cheng
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: Ifd771171904d1e5a9db3ea1cae3ac9017e971c8c
2021-09-30Add SUBGRAPH_ERROR_IF() to catch graph-level error.Kevin Cheng
- Also replace SIMPLE_FATAL_ERROR() with FATAL_ERROR() since they're duplicate - Replace FATAL_ERROR()/ASSERT_MSG() with ERROR_IF_SUBGRAPH() if the condition is a graph error FATAL_ERROR()/ASSERT() should only be used by model internal/runtime error like file reading. Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: If1e1e2488054a0ecd800fb0f2ea6487019282500
2021-08-20Replace node level check ASSERT_MSG_NODE()/FATAL_ERROR_NODE() with REQUIRE() ↵Kevin Cheng
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
2021-05-12Update to v0.22.0Kevin Cheng
- remove identityN and placeholder - add div - update serialization_lib hash - update apply_scale_16() assertion - regenerate examples/ due to serialization_lib change Change-Id: I7183d92bec33697c65adfc07cb8eb89c6882675a
2021-04-27Replace serialization/ and verif/ with MLPlatform's serialization_lib submoduleKevin Cheng
- Remove Usage and Format - Run black on verif/*.py scripts Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: Ie81515891eb0039540f614894f4b6b0e0e78ba74
2020-10-14Initial checkin of TOSA reference_model and testsEric Kunze
Change-Id: I2f8e7fa63e2ae40203e57d2cc8814bde3b312cb6 Signed-off-by: Eric Kunze <eric.kunze@arm.com>