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This fixes framework test generation when the "optimized"
kernel mode option is not selected. As a result, the
optimized RFFT2d kernel is used when generating tests in
the reference kernel mode to prevent "op not found"
errors.
Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: Ice18bfa08c46e237e39c99f849622bf99d9b849c
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The result comparison between Tensorflow runtime and the reference
model hasn't been checked as the sign operator is not supported by
the native TFLite runtime. That said, since the generated tosa ops
for tf.sign and tfl.sign is identical, the correctness presumably
can be proved by the result from tf.sign.
Change-Id: I72eb415df7fb6ca4dc9103f9ddc7104b0ba39234
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I4d4834260698db75427590c0a8b80cc3c824ef3b
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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
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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
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: Ief60ae8fa490ded21aa77726d738565be5f8d91c
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I04261178694c004409aef2ff5c84c32b04729433
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* Existing float attributes now serialized as bytes
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I415276706b9daf0893e3a59189f387f872ff07c2
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Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: I342a162e252c8527d5b318ceaf5f1de70fa5dc34
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I6958904c2c8932e9fe03b3092672d62a06e96ee6
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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
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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>
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I8d478b7bd13559ea37e27f77b05ee5db56c8f9e3
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- Added missing explicit template instantiations for abstract
operator base classes
Change-Id: I5eb678837f0edaf9bad0f7358b05abc5e3246af4
Signed-off-by: Jared Smolens <jared.smolens@arm.com>
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I7276dc686d8d18ba44663b73e35ceca2a1cbaadf
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I3339a78d9611905583272ffad0ef7668e046cfad
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I440590fa59433b9ddc1934188f2b34b377129c1f
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- 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
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I75d6280ecb5219d50c91d14029e90ff3a2f6eb06
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I1eb4fbadb9117e28f87a36ee828d65d896d834f0
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I2ee6d4f706958b6261fd41dd245a3d01d3f8cecf
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* Also include test_select improvements
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I306a8ed57975bc429d6cd5a8a24777b889593ddf
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Also include the updated serialization submodule
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I7a97ae05d16c8a98c38f954ee8014d0f32b282d5
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I6824e30cece291fceaedd727132a6b211762baa9
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- OpClamp
- OpArithmeticRightShift
- OpMul
- OpTable
- OpTranspose
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Icb84a8a17c298b471a635310454775977a9133cb
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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
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Include the 0.50 serialization library submodule
Change-Id: Ie25cacf20aadf66ef8c3097e41647a570a54edbb
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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>
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ib4c4fe433485282713d396b92d8acec812a17188
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* 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>
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I7280b3bf31aa377a6f6af7713627f34eb445e689
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TRANSPOSE
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I626d9ece0290c5104c9ac42d20be2f9db1e55fa7
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I44c0843fa049546582ca1111795342d5035a329c
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I908d88ddf7c52d98ce6d533396b5c439f15750f5
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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
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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
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Clipping to the output range is done post zero point addition.
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I5271a08fb2f6f9804fb1af3c6945131f948f452a
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Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: Ib894e50f4b869a3f4936885704995a417ea25eef
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* 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
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: If9639a94c8e7322d470a1ca97e9e95d821683629
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* 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
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Validate tensor arguments
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Iac398f2c3e600944c6f65c3d8433bd17095f820b
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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
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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
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* undef reference_model def to allow doctest def
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I143a7d57344dd3c19248c30ced1aca1d770d47a3
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Change-Id: I72f21fcfa153046274969d327313e3349981dbe6
Signed-off-by: James Ward <james.ward@arm.com>
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* 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
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Id32f3b7c287c9e8b0fd42dd96922be5a255598e2
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Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: Icc9b8f6a65ee54ddbb445c3a999ca49401b660c2
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Change-Id: I10ddca6818e82e639484f742155504eaad8bcafd
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
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