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2022-12-05Update version to 0.50 for releasev0.50.0v0.50Eric Kunze
Include the 0.50 serialization library submodule Change-Id: Ie25cacf20aadf66ef8c3097e41647a570a54edbb
2022-12-01Fix conformance desc.json contains correct profilesJeremy Johnson
Must seperate conformance generation by profile to stop desc.json being incorrectly overwritten by different profile information. Change-Id: Iead01c9fcc659e48ef1d350a860b03c2b0a05ffa Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2022-11-29Fix error messages/comments using old -C arguments.Jeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ib4c4fe433485282713d396b92d8acec812a17188
2022-11-29FP16 improvementsJames Ward
* Update FP16 resize to newest spec version * Correct casting to fp16 for graphs of >1 ops Change-Id: Iedff9a71eb7f72948b3c00a635bb0fd07d414bcd Signed-off-by: James Ward <james.ward@arm.com>
2022-11-21Create MI tests for Data Nodes: CONST, IDENTITYJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I7280b3bf31aa377a6f6af7713627f34eb445e689
2022-11-21Create MI tests for Data Layout: CONCAT, PAD, RESHAPE, REVERSE, SLICE, TILE, ↵James Ward
TRANSPOSE Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I626d9ece0290c5104c9ac42d20be2f9db1e55fa7
2022-11-21Create MI tests for Scatter/Gather: SCATTER, GATHERJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I44c0843fa049546582ca1111795342d5035a329c
2022-11-21Create MI tests for Tensors: ARGMAX, MAX_POOL2DJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I908d88ddf7c52d98ce6d533396b5c439f15750f5
2022-11-19Fix the floating point precision issue for Sigmoid FP32Jerry Ge
The original calculation was auto-promoted to FP64 and causing the discrepencies between TFL and TOSA. Sigmoid is now calculated with only single precision floating point values. Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Ia65b491ccf8af2493cc01ca66c28faff841407c2
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
2022-11-18Zero point addition in RESCALE should be int32Eric Kunze
Clipping to the output range is done post zero point addition. Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I5271a08fb2f6f9804fb1af3c6945131f948f452a
2022-11-11Add framework test for tfl.preluTatWai Chong
Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Change-Id: Ib894e50f4b869a3f4936885704995a417ea25eef
2022-11-09Add BF16 support to reference modelJames Ward
* Upgrade Eigen to 3.4.0 (for bfloat16 support) and add work- arounds for reduce.any() and reduce.all() bugs (introduced between 3.3.7 and 3.4.0) * Truncation to bfloat16 now performed in eval() methods Signed-off-by: James Ward <james.ward@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: If5f5c988d76d3d30790acf3b97081726b89205fe
2022-10-26Add TILE bool tests & rename CAST/RESCALE testsJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: If9639a94c8e7322d470a1ca97e9e95d821683629
2022-10-19Add FP16 support to IModelRunnerMatthew Sloyan
* Added specific FP16 readfromVector and writeToVector methods. * Added FP16 support to float readfromVector and writeToVector methods. * Added missing reference to IModelRunner::setInput. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I6b66468737e672afc925ccad4fb710fbb9427c14
2022-10-18Update to check tensor size is validEric Kunze
Validate tensor arguments Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: Iac398f2c3e600944c6f65c3d8433bd17095f820b
2022-10-13Rename FLOAT type to FP32Jeremy Johnson
Update tensor operations naming to state input type as TxT in all cases. Effects CONV2D, CONV3D, DEPTHWISE_CONV2D, FULLY_CONNECTED, TRANSPOSE_CONV2D. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ic959acfcb3aa0a910b33b774a5a85fac08219205
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
2022-10-12Remove conflicting REQUIRE definition in unit testsJames Ward
* undef reference_model def to allow doctest def Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I143a7d57344dd3c19248c30ced1aca1d770d47a3
2022-10-11Reference model changes for fp16 supportJames Ward
Change-Id: I72f21fcfa153046274969d327313e3349981dbe6 Signed-off-by: James Ward <james.ward@arm.com>
2022-10-07Add IModelRunner interface to TOSA Reference ModelMatthew Sloyan
* Added IModelRunner interface using pimpl idiom, which allows a user to initialize, configure and run the model. * Added unit tests for IModelRunner. * Added doctest as third-party submodule. * Added user options to specify paths for dependencies. * Moved general func_config functions to separate utility, which removes cxxopts dependency. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: If42f1f82cd6dadf18911a48dcd5fa579b719aff2
2022-09-26Add CONST testing to Numpy refmodel testsJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Id32f3b7c287c9e8b0fd42dd96922be5a255598e2
2022-09-22Add framework test for TF and TFL mirrorpadTatWai Chong
Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Change-Id: Icc9b8f6a65ee54ddbb445c3a999ca49401b660c2
2022-09-22Update serialization library versionEric Kunze
Change-Id: I10ddca6818e82e639484f742155504eaad8bcafd Signed-off-by: Eric Kunze <eric.kunze@arm.com>
2022-09-21Add simple post commit reference model testing against NumpyJeremy Johnson
Only perform testing of this after build of ref model using postcommit pytest mark. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I771a18d2c9cd4051fecafad3e6079b44f2ed62fa
2022-09-16Update the tools setup.cfg for flatbuffers 2.0Eric Kunze
Aligns with the changes to the serialization library Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I3e262590e62e941c5385ad55408688dd1c20d158
2022-09-14Fix debug masks in refmodel.Jeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I3fbf3f531cd803b35892e8f07fc4a495f8c95f98
2022-09-12Update reference model version to 0.41 draftEric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I862b4d0fa66328535d555d3d4624a5f3dd856cc0
2022-08-30Update revision to 0.40.v0.40.0v0.40Eric Kunze
In preparation for next release. Also include new version of the serialization library Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I577406339d527dd29f14196d6ff1bcd0ac3ffd78 Change-Id: Ia140cd16b21133c674f8ef1cf31e665982478c81
2022-08-30Update RESCALE testing to match no rank restrictionsEric Kunze
Matches changes to the specification loosening the rank requirements for the RESCALE operation. Includes removing wrong rank testing for RESCALE, and increasing conformance testing to rank 5 Signed-off-by: Eric Kunze <eric.kunze@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I4e15d4bd8f448e1ec81d9a8bbcd231c286b64a30
2022-08-29[Fix] Wrong dimension is inferred in tensor shape generationTatWai Chong
Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Change-Id: I0bccfbe971f64986d71cef5a1d68daa7eb1697c4
2022-08-29Update framework test generator to support TF/TFL conv3d.TatWai Chong
Add a new attribute `rank` to indicate the testing dimension range of input tensor. Also fix a minor bug in the existing conv3d simulation. And relax rescale operator in the reference model to support 5-D input. Change-Id: Ib42fe513831dc83eb7f9af07e011787a6c752704 Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2022-08-26Align padding for transpose_conv2d to match specEric Kunze
Increasing out pad values now leads to increasing pad. Reference model changes, and test generator changes to match specification definition Change-Id: I4f3ebfbca5048354fb15bedc7ab640ff28ed853a Signed-off-by: Eric Kunze <eric.kunze@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2022-08-25Add copyright and license to example shell scriptEric Kunze
Also fix up some path issues with the script Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I59e54d01db7b4e734806460c965f4b2e76771f52
2022-08-25Add generator functions to support TFL geluTatWai Chong
Change-Id: I1056f4a3abe9079381fb2c7d02edf11312aba9d6 Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2022-08-25Add PAD ERROR_IF test for output shapeJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I25a13540734fa30c0c21b46708dfabbec8c4d1e5
2022-08-24Enabled 16-bit TABLE REQUIRE statementJerry Ge
Signed-off-by: Jerry Ge <jerry.ge@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ib6e81814e022f33e45430e47ca99d6d9f9e0e101
2022-08-22Simplify the argument parsing and debug codeEric Kunze
Change-Id: Ia681aa0eb1d42fa31a4658badb376f7b32b2e338 Signed-off-by: Eric Kunze <eric.kunze@arm.com>
2022-08-15Check that the shape calculation for PAD is correctEric Kunze
Matches a corresponding change to the specification Change-Id: If70356e0c78c1c88530e5d2f58bc50de864f249a Signed-off-by: Eric Kunze <eric.kunze@arm.com>
2022-08-12Fix CMAKE_BUILD_TYPE instruction in READMEEric Kunze
Describes the proper way to build debug. Change-Id: Ie2f888fc71f84af5382e7e8107eb2d3d93a3b056 Signed-off-by: Eric Kunze <eric.kunze@arm.com>
2022-08-11Update RESIZE operator in test generator for spec updatesJeremy Johnson
* Add common screen aspect ratios with borders to random pool of tests * Add up/downscaling to random pool Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Iee8e3f5ed6bd5c941816474df20a7fd433646d6b Signed-off-by: James Ward <james.ward@arm.com>
2022-08-10Update TOSA resize to match specificationTatWai Chong
Attribute stride and shift are removed, and has new scale and border. Also add tests in the generator to test tf.resize with all option combinations. Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: If0f330d04395762d2d907863235eda1532f5e1ff
2022-08-02Added framework tests for Relu1 Operator legalizationJerry Ge
Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I36ea46e79a0ce42c2dbe47c816b5b5572058c0f2
2022-07-18Include JSON conformance files in python package.Jeremy Johnson
Fix for tosa_verif_conformance_generator as it needs JSON files to build the conformance tests. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I3509efee671d34d99eee98141400542374dc4f24
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>
2022-07-12Add conformance generator scriptsJeremy Johnson
Change-Id: I5cb16ea1f47ee454f03a1d5182827e3fd9f49128 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2022-07-11Enable pytest pre-commitJeremy Johnson
Change-Id: Ia00a9fa0d260c68ce8532dec9925467558fe7dea Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2022-07-11Modify input limits for apply_scale_32Eric Kunze
Aligns with change in specification, as the limit to value being between (-1 << shift-2) and (1 << shift-2) was overly constraining. Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I72cc5743344d4036920c3df366e0a3930701a0cb
2022-07-08Update reference model version to 0.31 draftEric Kunze
Include new submodule for serialization library. Change-Id: I38cdea3ed8ea3968d1dc06c689dab248d21b14fd Signed-off-by: Eric Kunze <eric.kunze@arm.com>
2022-06-17Fix reference model use of weight zero pointv0.30.0v0.30Eric Kunze
In the case of an int16xint8 test, the zero point was not being subtracted from the weights. Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: Ic77119b200b952715870abc11d09d1a646da86b1
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