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2023-01-25Create MI tests for Comparison: EQUAL, GREATER, GREATER_EQUALJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I4d4834260698db75427590c0a8b80cc3c824ef3b
2023-01-25Create MI tests for EW Unary: LOG, RECIPROCAL, RSQRT, EXPJeremy Johnson
Also fix the ERROR_IF conformance test generator to apply correct operator filtering to create the tests. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I5788932e3529ec9386900623b20c22c98e4201b7
2023-01-24Add RFFT2d to the reference modelLuke Hutton
Includes: * RFFT2d reference implementation * TFLite framework tests * Basic TOSA tests * Serialization submodule upgrade with support for FFT/RFFT Signed-off-by: Luke Hutton <luke.hutton@arm.com> Change-Id: I2a687e9cf87fb62a26160ea52439ba9830bea36e
2023-01-23Create MI tests for Data Layout: SLICEJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: Ief60ae8fa490ded21aa77726d738565be5f8d91c
2023-01-19Fix for sign extending LOGICAL LEFT/RIGHT SHIFT resultsJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I04261178694c004409aef2ff5c84c32b04729433
2023-01-19Create MI tests for Activation: CLAMP; Data Layout: PADJames Ward
* Existing float attributes now serialized as bytes Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I415276706b9daf0893e3a59189f387f872ff07c2
2023-01-18Add framework tests for tf.sin and tf.cosLuke Hutton
Signed-off-by: Luke Hutton <luke.hutton@arm.com> Change-Id: I342a162e252c8527d5b318ceaf5f1de70fa5dc34
2023-01-18Update for RESCALE spec apply_add clarificationJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I6958904c2c8932e9fe03b3092672d62a06e96ee6
2023-01-13Reference model update for control flow operators supportJerry Ge
Rationale for making this change: - In the original design, for control flow operators like WhileOp, child blocks couldn't read the tensor variables (global consts) in the root level block, this patch added the machanism for child blocks to access their parent level block's tensors. - This change also relies on another serialization change on adding another layer of abtraction called Region: - Serialization patch: [region] Add TosaSerializationRegion to serialization_lib - Updated the corresponding python version of the serialization code: TosaSerializerRegion to python version of serialization_lib - This change also relies on the TOSA MLIR Translator change: Add RegionBuilder to TOSA MLIR Translator - Added the WhileOp related test cases: While, LSTM, GRU, RNN - Other related fixes Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I13ae33628ad07e41d248e88652ce1328654694ab
2023-01-04Create MI tests for EW Binary: ADD, SUB, MULJeremy Johnson
Add option to control negative tests dim range to stop ERROR_IF test clashes between profiles. Change-Id: I1f806934480cc32b95e80613c66fecb1e6ff5426 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2023-01-04Create MI tests for EW Binary: POWJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I8d478b7bd13559ea37e27f77b05ee5db56c8f9e3
2022-12-20Add explicit template instantiations for abstract classesJared Smolens
- Added missing explicit template instantiations for abstract operator base classes Change-Id: I5eb678837f0edaf9bad0f7358b05abc5e3246af4 Signed-off-by: Jared Smolens <jared.smolens@arm.com>
2022-12-15Add extra control flow ERROR_IF testsJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I7276dc686d8d18ba44663b73e35ceca2a1cbaadf
2022-12-15Add BF16 support to IModelRunnerJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I3339a78d9611905583272ffad0ef7668e046cfad
2022-12-15Create MI tests for Image: RESIZEJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I440590fa59433b9ddc1934188f2b34b377129c1f
2022-12-15Extend reference model API with eager operator execution entrypointsGrant Watson
- Adds a script to generate operators.h and operators.cc - Adds jinja2 templates for generating operators.h and operators.cc - Adds unit tests for a subset of the operators generated - Includes the TOSA specification as a submodule - Adds supporting C++ and header files Signed-off-by: Grant Watson <grant.watson@arm.com> Change-Id: I5b60db4c56113110d8e75fe1152525d258233f9c
2022-12-15Create MI tests for Activation: SIGMOID, TANHJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I75d6280ecb5219d50c91d14029e90ff3a2f6eb06
2022-12-14Create MI tests for EW Ternary: SELECTJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I1eb4fbadb9117e28f87a36ee828d65d896d834f0
2022-12-13Create MI tests for EW Unary: ABS, CEIL, FLOOR, NEGATEJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I2ee6d4f706958b6261fd41dd245a3d01d3f8cecf
2022-12-13Create MI tests for Reduction: REDUCE_MIN, REDUCE_MAXJames Ward
* Also include test_select improvements Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I306a8ed57975bc429d6cd5a8a24777b889593ddf
2022-12-12Update version to 0.51.0 draftEric Kunze
Also include the updated serialization submodule Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I7a97ae05d16c8a98c38f954ee8014d0f32b282d5
2022-12-09Create MI tests for EW Binary: MINIMUM, MAXIMUMJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I6824e30cece291fceaedd727132a6b211762baa9
2022-12-09Fix reference model memory leaks for the following opsJerry Ge
- OpClamp - OpArithmeticRightShift - OpMul - OpTable - OpTranspose Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Icb84a8a17c298b471a635310454775977a9133cb
2022-12-09Add framework tests for tfl.sin and tfl.cosLuke Hutton
Although the legalization is currently supported in the TFLite runtime, the tests were missing from the reference model. Signed-off-by: Luke Hutton <luke.hutton@arm.com> Change-Id: Iae3cd54f145f69a84943867b418063a4d4109d87
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
generated by cgit v1.2.1 (git 2.23.0) at 2024-06-03 11:26:56 +0000