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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
2024-02-12Update test builder internal interfacesJeremy Johnson
Move remaining ops from using testArgs to argsDict. All tvg/build_fcn function interfaces updated. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ie886fd931bd74608bda621363100bf8bfd7385e6
2024-02-08Improve Avg_Pool2D ErrorIf TestingJeremy Johnson
* Add test for invalid accumulator dtype Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I506e2047623372670b82db6e9c0010fa89802851
2024-02-08Fix REDUCE ops to support 8k MAX_RANKJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I365da379f599e5eca1841e6d299b4005a7b0f082
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
2024-02-08Main Compliance: RFFT2D supportJeremy Johnson
Correct ref model to produce imaginery values of zero as specification indicates at certain output positions. Fix up precise and abs modes for RFFT2D in ref model to produce correct results and bounds using abs weights. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I33767e4219a260278f7933f28b1799223a95a3cc
2024-02-08Main Compliance testing for CONV3Devacha01
Signed-off-by: evacha01 <evan.chandler@arm.com> Change-Id: Ie05f88db15cd07fd5483ab669329d7048bd3349c
2024-02-07Main Compliance: Update POW error boundJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I8f7678706e517d7f8d9742dcddd0ea5875b30a00
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
2024-02-06Main Compliance testing for TRANSPOSE, REVERSE, and CONSTevacha01
Signed-off-by: evacha01 <evan.chandler@arm.com> Change-Id: I95b931c032ce16c56ee05caab4dd26ea89557b3c
2024-02-05Update version to 0.100.0 draftv0.100a0Eric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I7296840137d29718d14ca1470d02a806d880bc11
2024-02-01[testing] Switch to using shape type for start and size of sliceTatWai Chong
The type of both start and size of slice are tosa shape type since 0.90. Update the type of these arguments and its usage in testing. Change-Id: Iff582982ad55d64a792183c6d46c9266510f924c Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2024-01-31Change the start and size of slice to tosa shape typeTatWai Chong
This offers dynamism support for slice op. Change-Id: I4521c072c663a01e03e575e0cbbc8671c832f646 Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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
2024-01-30[ref model] Change PadOp's padding to ShapeTai Ly
Changed to use pad input of PadOp for testing. The pad input is now a tensor of tosa.shape type. moved padding error checking from checkTensorAttributes to eval modified pad's PadOutputShapeMismatch test generation to avoid generating output shapes with dimensions <= 0 Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: I437c86d9a012903458a648667f6693db67b97d76
2024-01-30Add support for input tensor of "shape" typeDmitrii Agibov
With recent changes for Tile and Reshape operators some input tensors are now required to have a "shape" type but it's not supported by the ModelRunner. This patch adds ability to set input tensors of type TOSA_REF_TYPE_SHAPE. Signed-off-by: Dmitrii Agibov <dmitrii.agibov@arm.com> Change-Id: I3b721e933548d0dd72319aeb2de01ae249ccb6a6
2024-01-30Fix up shape operator test errorsJeremy Johnson
Update serialization_lib to store SHAPE as INT64. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ie589cd6670dc79b77df981c81cd7c27b982f20fa
generated by cgit v1.2.1 (git 2.23.0) at 2024-06-20 11:57:39 +0000