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2024-04-11[ref_model] Remove assert on bad tensor typeTai Ly
Remove assert statements on bad tensor types and returns nullptr so caller can properly generate return errors. Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: I8687ba0c7bc1000e3e7f8a0651a949c3c61c5128
2024-04-11Add rank 0 testing supportJeremy Johnson
Default test range is now rank 0 to 3 instead of 1 to 4 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ibde66b60b58de9f4a3852a3807c01f8dae61206f
2024-04-09Fix/improve SLICE test generationJeremy Johnson
Only generate valid arguments for slice, improving test generation. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Id2db7bd42773e8d182ad814c4295ea4927a035a8
2024-04-09Generate tests with random combination of const/inputsJeremy Johnson
Override the default input/consts used for each op with biased random combos. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I7a5eb2b01a47248bc0db5a2f930ad2ac52cc0a67
2024-04-08Fix the wrong QMax and QMin type assignment in rescale opTatWai Chong
Signed integer type is used to retain QMax and QMin no matter what the value of `output_unsigned` is, but the value of QMax and QMin are unsigned integer when output_unsigned is true. Also add a handful of arithmetic helpers to align the pseudo code. Change-Id: Ie3cd444a290ddae08884186cd4b349a88acad032 Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2024-04-08Add support for multi args in tosa_verif_build_testsJeremy Johnson
Now supports shorter "--target-rank 0 1" and the original method of "--target-rank 0 --target-rank 1" Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ia45a168588c6fca4dcd4cbbf526ac49cb0bdf621
2024-04-08Modify Rescale signedness check to look at attributesEric Kunze
Also simplify the check to align the pesudo code structure. Signed-off-by: Eric Kunze <eric.kunze@arm.com> Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Change-Id: I6023046026d2784dedd963b2b4d34a1117d45c23
2024-04-03Make Full Range FP16 tests into extra testsevacha01
Signed-off-by: evacha01 <evan.chandler@arm.com> Change-Id: I8c59ecb5a1fb53d0e9bf64333709f9e3cc908b49
2024-04-02Show actual runtime value of shapeType tensorsJerry Ge
* Enable showing actual runtime shapeType tensor value when the --dump_intermediates=1 flag is on Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Ibd5aa8aa27505364fbbf9d1addd0bdef0deda885
2024-03-28Update README for conformanceJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I8cd95ed0ae3260eea785e4e0275961534cd1f0c5
2024-03-28Improve PAD coverage for main conformanceJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ia3e0d871525840f26948b45658bba71e75d767ea
2024-03-28Improve CONV2D coverage for conformanceJeremy Johnson
Enable testing of broadcastable bias channel. Change convolution arguments function to calculate workable convolutions by adjusting PAD size as needed for FP and errors. Add --conv-kernel build_tests option to allow different sized convolution kernels Improve coverage with batch size, specific shapes and kernels of 7x7 and 9x9 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I59bb737f398f4363cc606b24fea7812b2059bc01
2024-03-28Take into account of `output_unsigned` in rescale operationTatWai Chong
Set QMin and QMax based on the value of attribute `output_unsigned`. Change-Id: I7f21f3edd7311295285fb3988b3c800de114777a Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2024-03-26Add variable tensor fields for test descriptorsJerry Ge
- Add variable_name and variable_file to the desc.json file for writing variable tensors to numpy - Add the key of num_variables in the unit test declaration to specify the number of variable tensors in the graph Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I1109f66ffed52e49dbb14f4a8aca64baa2bea622
2024-03-26Compliance Test Set 3 data fixJeremy Johnson
Make sure the magnitude bias check is not positively biased Update unit tests Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I00a9470b5e3233ad65360400ed312b0a354130f1
2024-03-25Fix missing Pooling ERRORIFsJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I749b1b9fbfa32954d8748a860280c86087c08e7f
2024-03-25Fix framework test generationJerry Ge
- The framework test generation script is broken for some tests because TF2.16 has an issue with Keras 3.0 - Enforce the script to use Keras 2.0 and we also need to run pip install -U tf_keras together with this change Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I519aa89c5d5bacf659a809d9eda456bd83b33527
2024-03-21Fix data range of int ADD/SUB opsJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Iaeed119ff81c8d1363dd26be7468bb53f9d70eae
2024-03-21Reduce WrongRank tests to the minimum neededJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ideeb67ec4b33b9c6922d6765f4b0eb5ca69bdf89
2024-03-20Fix writeVariableTensors error in example runsJerry Ge
- The desc.json file for variable examples are missing the variable_name and variable_file fields - Add those missing fields to silence the error Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Ia391d308849efd4111aff98500775ad0f3e741ac
2024-03-20Fix missing/broken ERROR_IF testsJeremy Johnson
Fix CONV2D WrongOutputType FP32 & Pad/Stride/DilationSmallerZero issues. Fix PAD WrongInputType. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I57fc57c43e63685e05bf5e3d562c3167411fd57b
2024-03-20[ref model] Add acc_type to Conv OpsTai Ly
This patch implements changes required by the new acc_type field in ConvAttribute and TransposeConvAttribute Signed-off-by: Tai Ly <tai.ly@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ib13dbeec4d8920e0ddbcca02b727e7277f2c8d62
2024-03-19Updated build_tests to support different random generatorsJeremy Johnson
All generator functions now take RNG argument to allow different random number generators, rather than relying on global RNG Default behaviour is the same as before using global RNG Added stable random generation mode * shape rng based on operator, rank and datatype * arguments rng based on operator, shape and datatype * build operands and data rng based on op, shape, datatype and args Add optional stable RNG test generation to conformance_generator Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I5ee4ff85575a81177fd74ed1617e946bfa3a0769
2024-03-17[ref model] Change Clamp and Pad attribute fieldsTai Ly
This implements changes due to ClampAttribute and PadAttribute field changes. Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: Ide01e2a27fe3c1ea7794e7a4b6780b7eae436caf
2024-03-15Add missing FP8 definition and instantiation for FULLY_CONNNECTED opWon Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: I7efc03f16136b2b74f8dfef79a6e7e147c93f4ed
2024-03-13Add quick testing selection defaultJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I5c240eec4385aaa3a6b4bf9533669b91c74c76cf
2024-03-13Fix data gen changes due to new selectJeremy Johnson
Don't sort test lists for original operation to keep original data generation ordering. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I3194b7d50505b422557ef12b72a9699483640c31
2024-03-13Fix REDUCE_SUM compliance test creationJeremy Johnson
Make sure output shape is big enough to perform statistical compliance error checking. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ia7ed7dd19a6c9cb888363f6cbdf0c6943235e0be
2024-03-12Improved test selection before test generationJeremy Johnson
Add test list output to tosa_verif_build_tests and test list capture to file for tosa_verif_conformance_generator Improve PAD & CONV2D test coverage for tosa-mi conformance Change to use logging for output to hide info from test lists Tweak verbosity levels of tosa_verif_conformance_generator Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ic29da5776b02e9ac610db6ee89d0ebfb4994e055
2024-03-12Fix CONV2D WrongOutputType ERRORIF test genJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I663a92001bf902cdc5327f386b2e896052a816ff
2024-03-07Add INT48 and INT4 datatype support to IDENTITYevacha01
Added support to ref model and testing Signed-off-by: evacha01 <evan.chandler@arm.com> Change-Id: Iece53d07c8986332fdd8f1ce5ed6265349df1b6a
2024-03-07FULL data gen mode for FP16evacha01
Signed-off-by: evacha01 <evan.chandler@arm.com> Change-Id: I81bb322132daf25328a40342edc62d8e1db9edd6
2024-03-06[ref model] Change RescaleOp attrs to inputsTai Ly
This patch implements changes required for RescaleOp's multiplier and shift changing from attributes to inputs Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: I178919727e3220c749dad0ebce141e695868fee0
2024-03-06Re-instate missing conformance testsJeremy Johnson
Fix problems from ensuring matching op tests. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ib2395110e47c56fea3cf3784a6b872fea7717db7
2024-03-05Fix the usage of command line arguments for reference_modelJerry Ge
- Users have to specify the --test_desc filename argument for using reference_model - Update the initTestDesc function to allow users to use pure command line arguments to specify all test descriptions Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Ia23d4ba550aace6c3cd202e21bc8fbe6e0be1cf0
2024-03-05Add Tosa Sin/Cos operatorsJerry Ge
- Add Tosa Sin/Cos operators to reference_model - Add conformances tests Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I3f597ddf5dac2c64d6dd6aa15781b40b8468eaa6
2024-03-05Ensure only matching op conformance testsJeremy Johnson
By always using an exact build_tests filter, to stop extra operator tests such as add_shape being created Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I0fc4dd04276f9cd24c333e6a5c6b40d27d00e6ea
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
2024-03-05Unpin Numpy versionJeremy Johnson
Requirement to pin has been removed Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I058a8152815238691160bd139fa885877858d55a
2024-03-01Testing support for MUL with shift as inputJeremy Johnson
Always create the shift as a tensor for all types in testing. In the reference model, set the shift operand to be available for all types, but only read in the shift tensor for i32. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Change-Id: Ia267cbf8b63ca0a9c97b38e8fb4db83eeb8c0538
2024-02-29Fix padding value for PAD op and tensor writing to npy for FP8Won Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: I55f663c19a1d2579d24b25c7f0d476e56e7e6dd2
2024-02-28Update tensor allocator for FP16 caseJerry Ge
- With the update of ConvertU8toF16 to store F16 data in - F16 containers instead of F32, need to update the - function caller to have updated signatures Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I8568120c5e67e837eaf6ec70f8db791c4e33d48b
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
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
2024-02-26Ref-model generate build warning fixJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I1fb734285c60f71a74a5815e76ace51ace719400
2024-02-26[ref_model] Change resize attrs to inputsTai Ly
This patch implements changes needed for resize op's scale/offset/border changing from attributes to inputs Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: I20db0687fad40711f3ded644af51096292dd05b3
2024-02-23Fix comparing unsigned int and int in slice evaluationTatWai Chong
also check if tensors of start and size are allocated. Change-Id: I6a72d11ebcb8d0725fe267058dfd792102459427 Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2024-02-22Save Int16/UINT16 test outputs to native dtypesJerry Ge
* Int16/UInt16 reference outputs were previously saved to INT32 * Save those in their native dtypes and updated other affected code Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I0c3b7fba096a8cb1ddabef20ad13498b8f46d36f
2024-02-22Change the shift of mul to tensor typeTatWai Chong
Right shift result on i32_t data type only, i.e. other data types don't carry the shift operand. In the spec, the shift type is a tensor in MT profile and is an attribute in BI/MI profiles. Currently we treat the shift as tensor throughout. In implementation, since `ternaryExpr` is not implemented in Eigen, decompose the original calculation into multiply and shift operation seperately, and execute them via `binaryExpr`. Change-Id: I349f4969545134ac5f13bc83032cd75cca3e7ba0 Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2024-02-21Add support for FP8 to reference modelWon Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: I99b70f94aff2ccd4af64875697e124eb60bc5b08
generated by cgit v1.2.1 (git 2.23.0) at 2024-06-27 02:33:54 +0000