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2024-04-30Update serialization_lib for flatbuffer v24.3.7Tai Ly
also fixed traceback.format_exception calls to fix hang of framework testing due to failing tests. Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: Ic943aec7981a71dc8f9c898a16ac3f408f07a370
2024-01-23Shape infer dynamic model to static model prior to execution.TatWai Chong
Dynamic shape model cannot directly run on the refenence model as the concrete size of tensor is unknown therefore the volume of tensor is not able to be allocated. Furthemore, the operators also expect the input model is static-shaped. This change turns dynamic model to static model prior to execution. - Add `ifm_dynamic` field into json description to indicate whether the model has dynamic shape or not. - Add the shape inference pass into the compilation pipeline, firstly legalize the dynamic tf/tfl model to dynamic tosa model with unknown shapes, and then run the shape inference pass with static shapes input argument to resolve unknown dimensions. Change-Id: I5d2ffd452becc562dc30546789705bd01dd7a0b0 Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2023-11-16Main Compliance testing support for EXP & POWJeremy Johnson
Added new ABS_ERROR mode to verify lib and ref model. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ifb78290675833d3df7df91a4d6cef336b02b64a4
2023-10-16Data generator library python interface addedJeremy Johnson
Added support for using generate library in tosa_verif_build_tests and tosa_verif_run_tests tosa tool scripts. Reduced scope of compliance test creation and verification to the supported type of FP32. Fix missing virtual destructor warning in generate_dot_product.h and add config file for generate library. Simple pytests included to check python interface. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I6cdad9b00660d6ddc8bd07fdea813937fb48626a
2023-10-12Conformance simple backward version and binary files supportJeremy Johnson
Add --test-version option to tosa_verif_conformance_generator to select the version for tests to output. Add --output-type to allow json, binary or both files to be created during conformance generation. Fix passing schema_path to test runner. Add explicit verify lib path arg to test runner. Change-Id: I5f1ad137d713fca408a98470ea77bddf8916c5f3 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2023-10-02Support for compliance checking testingJeremy Johnson
Updated to conformance generator to not generate tests with results for compliance tests. Updated test runner to run compliance mode version (precise & abs mode) of reference model to create test results to use against SUT results. Updated reference model to enable abs_mode on correct desc.json flags. Updated test checker to support compliance checking using verifier lib. Seperated color printing from test checker. Change-Id: I7e2fbfc6883916caa5d94d4ece122c48bf45f530 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2023-09-28Refactor path arguments to tosa-toolsJeremy Johnson
tosa_verif_conformance_generator - Move to using ref-model-path instead of ref-model-dir - Add schema-path and flatc-path - Add model_files module to locate default places for files convert2conformance - Remove default paths verifier - Switch to using exact path of verifier library tosa_verif_run_tests - Use conformance model_files to locate defaults Change-Id: Ieca3b164670e2a7dcb047743667cc4e8317daa97 Signed-off-by: Josef Malmström <josef.malmstrom@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2023-05-10Refactor ref_model rank checking and add level check to argmaxJerry Ge
Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Iad035b31d5e5e83040068e6311501490765bfff7
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
2023-04-20Add level checking to TOSA Ref modelJerry Ge
Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I5689d7c6b902a319a68fa4628b59e0bcc23aeca4
2022-11-19Initial set up of Main Inference conformance test genJeremy Johnson
tosa-verif-build-tests - option for setting FP values range - option for recursively finding tests - change from os.path to Path tosa_verif_result_check - option to supply FP tolerance - output difference and max tolerance on contents mismatch - change from os.path to Path MI conformance - contains examples of AVG_POOL2D and CONV2D tests Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I8e1645cd8f10308604400ea53eef723ca163eed7
2022-10-13Minor fixes & add FP16 support to refmodel testing and conformance genJeremy Johnson
Improve base inference conformance generation: * Change to target specific dtypes required for conformance tests. * Reduce dimension sizes of ERROR_IF tests. NOTE: Will impact tensor, clamp and all ERROR_IF tests. Add option to change seed on conformance generation for extra testing. Stop creation of convolution tests with negative output dimensions. Improve reporting on failing to allocate tensor due to above issue. Fix runner to correctly pass ref model debug flags. Update reference_model examples. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I992180dcfe265a7d50edfb151c9f38eeaef5c369
2022-08-22Simplify the argument parsing and debug codeEric Kunze
Change-Id: Ia681aa0eb1d42fa31a4658badb376f7b32b2e338 Signed-off-by: Eric Kunze <eric.kunze@arm.com>
2022-07-14Add profile to all created conformance tests.Jeremy Johnson
Add supported profiles for each test in convert2conformance and tosa_verif_conformance_generator. Enable filtering of profile tests on running in tosa_verif_run_tests. Reorganize arguments in conformance_generator to have more important ones first. Change-Id: Ie6e5b68727adb3c39b04aa482dd6433788f7bcc9 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2022-03-02Add framework unit test generation scriptsJeremy Johnson
And fixes in tosa_verif_run_tests: * support for no-color printing * stop double printing of error messages on verbose * differentiate result code pass from results check Change-Id: I26e957013a8d18f7d3d3691067dfb778008a1eea Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2022-01-06Update tosa_verif_run_refJeremy Johnson
Rename to tosa_verif_run_tests to match build_tests Improve output and system under test support Improve xunit support Add results checker Add utilities json2numpy and json2fbbin Add set of python tests Update README.md Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ia09f8e6fd126579b3ba1c1cda95c1326802417ca
2022-01-06Reorganize verif and create packagesJeremy Johnson
Split generator and runner scripts Add package setup Add py-dev-env.sh/.bash to allow editing source files during dev Update README.md with installation info Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I172fe426d99e2e9aeeacedc8b8f3b6a79c8bd39d
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