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path: root/reference_model/src/verify
AgeCommit message (Collapse)Author
2024-03-05Minor fix ups in verify libJeremy Johnson
Improve internal config naming and remove old config info. Make sure all configs are properly initialized. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I674e23eddc9694237ea4e66a689481c13965eb90
2024-02-26Verifier - change to output largest error devianceJeremy Johnson
Add general validateData function used by ABS_ERROR, ULP, RELATIVE and REDUCE_PRODUCT to find and output largest deviance from the error bounds. Clean up naming inconsistencies bewteen verify modes. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ib903faf36f784cacae91edab61d8e489461a727c
2024-02-21Add support for FP8 to reference modelWon Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: I99b70f94aff2ccd4af64875697e124eb60bc5b08
2024-02-08Main Compliance: Add RESIZE supportJeremy Johnson
Add RELATIVE verify mode for RESIZE. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I4fe352579507211dae7a048bf080c24426ce42a2
2024-02-07Main Compliance: FFT2D supportJeremy Johnson
Improve access to DOT_PRODUCT generator index and location for debugging. Enable multiple result files for compliance and improve output. Fix up precise and abs modes for FFT2D in ref model to produce correct results and bounds using abs weights. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ide0c9f9f80397e5f1e07ca30a1036d6014b5784d
2024-01-31Fix the improvement of the ABS_ERROR outputJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ibab6aa2bbaee95f4ead737249d72e9169298bdde
2024-01-31Fix verify REDUCE_PRODUCT reportingJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: If748c75ac713bb5bd7c7e6bc787ce9993a97a8a0
2024-01-24Fix and improve verify ABS_ERROR reportingJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Id0030fbd1b3b7a526dc17e947a433b4957dbf5e4
2024-01-08Main Compliance: REDUCE_PRODUCT supportJeremy Johnson
Update and fix REDUCE_PRODUCT compliance verify lib support. Added compliance test generation with data range to not cause infs. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I3b3004c6caa80d97e330a6393f435f5270b56e21
2024-01-08Main Conformance: Re-adjust TANH compliance checkJeremy Johnson
Add lower bound to ABS ERROR checks to allow for cancellation of small values in error bounds checking. Re-adjust the error bounds multiplier to match the specification. Fix up naming of verify library info structs. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I3e178c3d7d59fef9c3696178646b23ed2a3ffc61
2023-12-04Main Compliance FP16 support - generate and verify.Jeremy Johnson
FP16 support for all existing operators for compliance: * DOT_PRODUCT * ULP * EXACT * ABS_ERROR Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I8d25448a793375b53880da3787d8f839767f02cf
2023-11-23Main Compliance testing support for LOG and ACTIVATIONsJeremy Johnson
Increase exp2 allowed range to account for denormals. Minor adjustments to verify to match spec updates for pseudo code. Set ranges of activation function inputs to match spec. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I6fcf665932ac2c9080e284b865da8f7746801f59
2023-11-23Verify library fix to only accept FP64 ref dataJeremy Johnson
Make test_verif_result_check output to only say result files are non-compliant as it may not be implmenetation result issues. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I14d10a7ee3aeff7802b6b173280d9f2054760a08
2023-11-23Main Compliance testing support for AVG_POOL2DJeremy Johnson
Fix test set 4 to have more symmetrical data set for AVG_POOL2D. Increased size of AVG_POOL2D test shapes to meet MIN_DOT_PRODUCTS. Print out sign of bias magnitude in verify library to help debugging. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Icf139cf5788cbc68f2c537567bdfb4cfe31274df
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
2023-11-16Main Compliance testing for simple UNARY opsJeremy Johnson
For RECIPROCAL, RSQRT, CEIL, FLOOR, ABS, NEGATE & IDENTITY. Improved ULP informational output. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I49644573b4c9a30b2b9d6c9624f2a1d46976a378
2023-11-02Main compliance testing support for MULJeremy Johnson
Update verify ULP mode to allow fractions (e.g. 0.5). Update pseudo generator to accept ranges. Fix up pseudo random distribution based on ranges. Change-Id: I9168c5f7d37722678c0f1f9e906953c8cec367b1 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2023-11-02Compliance mode testing for CONV2DJeremy Johnson
Added CONV2D data generation. Updated verify dot product check to latest specification. Updated test generator and python datagenerator library to create const files during test generation. Add support for compliance test sets to conformance test_select. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I5be3b761a1e3ef259c058e493877cd5a89d5778b
2023-10-26Compliance testing support for MAX_POOL2D & PADJeremy Johnson
Added Pseudo Random number generator in generate library. Enabled MAX_POOL2D, PAD FP32 tests to use new generator and compliance. Fixed verify library exact mode to expect reference data as FP64. Simplified tosa_verif_build_tests internal interfaces for new tests. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Icc0ffa924cf38107c3a212efd452c47a650c9d98
2023-10-25Improve verfiy and generate library validationJeremy Johnson
Improved libraries validation to catch unknown values. Improved verify output to match generate library. Refactored generate tests to use less code duplication. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I9c38745fbc8e70f46c19ddae6c62ee248d33b5f1
2023-10-03Add reduce product verifierJack Frankland
* Add verifiers to validate the result of a reduce produce operation. * Add test cases for the new validator. Change-Id: I666d1a67f498e7893e0f224bc5408a4134f2ef6c Signed-off-by: Jack Frankland <jack.frankland@arm.com>
2023-10-02Update verifier library data-type supportJeremy Johnson
Make compliance meta-data data-type required for all. Add data-type checking for all verifier modes. Add initial enum support for new ROUND compliance mode. Improve print out information from library. Use numpy ctypes.data_as to get f16 support compared to ctypes_lib. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ie983ba4ea958a88556f30c09b3ebc19cd9ec96b7
2023-10-02Add ULP verification for fp32Jack Frankland
Add a verifier to check two results are correct within a certain ULP tolerance for IEEE-754 32-bit floating point values. Add a test to check the ULP verifier is correct. Signed-off-by: Jack Frankland <jack.frankland@arm.com> Change-Id: Iaf43069f300999479d998e7837746b247ca5177e
2023-09-28feat: Add exact verifierJack Frankland
Add a verifier to check that tensor results match exactly. Add a unit test to check the behavior of this new verifier. Change-Id: I9b80a6d57640fec67c6be80a97b3af484aeb935e Signed-off-by: Jack Frankland <jack.frankland@arm.com>
2023-09-13Build compliance verifier library with a python interface.Jeremy Johnson
Build steps to create tosa_reference_verify_lib.so New python class to handle loading and calling verifier with pytests. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Id42c71c398ed7364742b4a039977412ef3081c4a
2023-09-07Rework TOSA verification APIGeorgios Pinitas
Change verifier API to consume verification configuration in a JSON format and enable appropriate validation to be performed within the verifier code in the reference model. Also update to latest spec changes for main compliance but not yet including bias support. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I0ceaa1714dd041b00b5b29cd937c8f05e701bc4c
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