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- Also delay tensor allocation after operator being validated
ERROR_IF can be caught first before 0 or negative dimension set the graph_status to UNPREDICTABLE
- Rescale, Argmax, FullyConnected, Matmul, Pad, Reshape, Slice, Transpose, Clamp, Concat, Equal, Greater, GreaterEqual, Table
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I4e1b3e5794fe195ce1a37e28443ae584645a3b91
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Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: I659337aadfd0498bf88a95737f69c51efec797cc
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Change-Id: I75f2a4ab6790dcbdfaec064f42f601d8f44da70b
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
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* Negative tests for rescale op added
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: I70aead1c6a67f159c7b7c9a05f7d5f0b92521584
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Idd12aab4d52365f3137a403d362790abc16e66d0
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I0947f136e768605f997fcaf74c6b9a7e62e748a4
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Change-Id: Id1c2d2a41bdfff6b3fe45f79bf99abd0b5beb704
Signed-off-by: Les Bell <les.bell@arm.com>
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* Negative tests for ERROR_IFs given in spec
* Constrict dimension size of latter ranks if
rank is larger than 4
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: Iffea1874e876dba83c8a7c63049283bf7b3ba74b
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* Negative testing support added for the following operators:
reduce_all, reduce_any, reduce_max, reduce_min, reduce_product, reduce_sum
Change-Id: Ife4f0307b681510e8910a23a39efc127c82ae120
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
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Change-Id: Ic2aebe40b5cce61d4576a64f4f48ff87b36475c2
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
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* Added negative testing support for the following operators:
abs, bitwise_not, ceil, clz, exp, floor, log, logical_not, negate, reciprocal, rsqrt
Change-Id: Icc6f146c6407502520330678420951749ba2a9ef
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
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* Negative testing support for the following operators:
ADD, BITWISE_AND, BITWISE_OR, BITWISE_XOR, INTDIV, LOGICAL_AND,
LOGICAL_LEFT_SHIFT, LOGICAL_RIGHT_SHIFT, LOGICAL_OR, LOGICAL_XOR,
MAXIMUM, MINIMUM, POW, SUB
Change-Id: I2271f00b0b619604e864e36e4a4f987f1b2a37d4
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
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Change-Id: I7c670c5f9b97a18a6f586b16f31bc9fc301f6bc3
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
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* Positive and negative tests are now produced entirely in isolation,
if 'both' test types are chosen all positive tests are generated,
then all the negative tests are generated, without combining the two
* Moved tensor generation out of serialize test and into it's own function
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: Id8e9023d2c2966a0b14ae83d2d848a66cb125fcb
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Change-Id: I2a0aa63a4256629d12166638812dc5b854db2ddf
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Id0e4ec849a9cf94c9fb04ca999738cc164dbb669
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- comparison ops could have different type of input/output
- add SUBGRAPH_ERROR_IF() when operator doesn't have any output tensor
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I10f2c10f92de1c7a979221a421fa8e86b26fcc72
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* Added WrongInputType and WrongOutputType checks
* Delete and Add extra inputs/outputs when doing op graph checks
* Add incorrect rank checks
* Entire op dictionary is now passed to build functions
* Error if validation now done in separate function
* Duplicate tests are ignored
Change-Id: Ie1117bdbc9bdeb42059123792ce1df4cc56db54e
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Iea91076f3e0673ce5adfcca247d968416023fa58
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- Elementwise unary op input/output type should match.
- TOSA_UNPREDICTABLE should ONLY be sent when a tensor with negative dimension is read/written
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I689518933a2b56cd62793e3f28ea66a6e57b057c
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- Also replace SIMPLE_FATAL_ERROR() with FATAL_ERROR() since they're duplicate
- Replace FATAL_ERROR()/ASSERT_MSG() with ERROR_IF_SUBGRAPH() if the condition is a graph error
FATAL_ERROR()/ASSERT() should only be used by model internal/runtime error like file reading.
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: If1e1e2488054a0ecd800fb0f2ea6487019282500
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Ic0c4bd1a55c6782aeacb77163a3a093edb86d437
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Iaac727159a84de1f83de549c3a22704096f46bf9
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I14bec5020c91f7abd6c1adc31068a22961330a97
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instead of bailing out.
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I61e163cfdb54057f65dc967394decc3fad53eb89
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* TosaErrorValidator implemented to produce and test for
ERROR_IF conditions
* RESIZE specific ERROR_IF test support added
* Set rank and type parameters before test generation loop to
avoid multiple checks for valid parameters
* Increase output dimensions if IFM/OFM ratio smaller than 1/16
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: I430e13383d99c2e25354f53d3703fb9be973f6d4
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* larger values for stride/padding/dilation/kernel
* sparse test generation, as there are too many variations
Signed-off-by: Les Bell <les.bell@arm.com>
Change-Id: If13ea17024d81262ab892e3111cbf5833e77a8c5
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Change-Id: Ib70f6bdbfacfe125283821f1e3858542b05c60ad
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
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- Catch and classify as INTERNAL_ERROR unix signals thrown by
reference model
- Made -t a required argument
Change-Id: I2be1ed6f5c1e862d6a3aee43c6b1e8575ab50d1f
Signed-off-by: Jared Smolens <jared.smolens@arm.com>
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Iccbabe4298de4bd681115e273c16c48ea6d3028e
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- Update the serialization code to work with both
flatbuffers 1.12.0 and 2.0.0 APIs
Change-Id: If41da785a2ab756de94b523d04358489ef01d603
Signed-off-by: Jared Smolens <jared.smolens@arm.com>
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* plus extra debug info for some exceptions
Change-Id: I667ee9b8a1cba8c6bd47c31231f1805eba680ba5
Signed-off-by: Les Bell <les.bell@arm.com>
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Ic16e918b1a2423ad563684e29ce70d9efdbf9c02
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I466dd1dcf5230e8e07df202ba88515e775e04a1e
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Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I98a6b05622dd88e5e3fe1b7ec79d67ae803e6c2d
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Change-Id: I4f05b256f4f439f72e5ee8bce60e4e92b6aaa6e7
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
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- add output tensor to main block
- fix bug where tensor cannot serialize list of const data
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I40b96d634642e24e6fae6fa3ad6846f5911005f7
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Change-Id: I358fbd4c958e057687f25d585eb8fdd80fd9ae42
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
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* Implemented InvalidValidator to remove existing invalid tests.
* Removed invalid tests for resize, rescale, conv2d, depthwise_conv2d,
transpose_conv2d, avg_pool2d, and max_pool2d (note default avg/max_pool
never produced negative tests, but theoretically could).
* Changed behaviour of computerMultiplierAndShift to produce the allowed
range of shift values.
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: I5e7b11030deb5322e2ca08fd4f4467fb02b7740d
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* The option --test-type allows the user to select 'positive', 'negative',
or 'both' types of tests produced by the test generator.
* Reset RNG when looping through negative test generation (generation not
implemented)
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: I1bfcb3170e7380be0f98b36b3d4abc4779a05abe
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* max batch size ignored if target shape is set
* W size reduced if large input tensor used
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: I13472ab768fa93a1d0b9e28964f56ec4a06dbdfd
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* In line with the TOSA spec the DIV operator has been renamed INTDIV
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I1dc6e88220ef26b24487675600b6cd1e5bb8b0f7
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* Sets multiple of input dimension to one if the dimension of the
input tensor is large to reduce ouput tensor size.
Change-Id: I2ebcecf438282de032a33e0cf4b3847cbf94440d
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- Updated example tests, added missing npy files
- Updated README file with fields in desc.json
Change-Id: I5651ed5260866a8381adf620fb6dd6405cb2833b
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or ERROR_IF()
- Adding return code enum class: {VALID, UNPREDICTABLE, ERROR}
- Runtime errors (e.g. memory allocation failure) will abort immediately, or will return one of the three return codes
Part of the codes are re-written to pass REQUIRE() to the top-level (e.g. apply_scale_32/16())
- Update setExpectedFailure() to setExpectedReturnCode() on test generation script
- Update test regression script to interface with reference model change
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Ia063c936bcb2a54d6e379a5bb6801aa72d1186f1
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* Currently when a target shape is specified, the W value of the input
tensor is always equal to N, this is not the case when no target shape
is defined.
* A random value for W is generated every time.
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: I8f8ecb32308cef4a1ece1871f76ebbd5f0cf881f
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* Concat tests now contain between 2 and 5 input tensors concatenated
together
* Both input and const tensors are used as inputs to the operator
* Option to add in const tensor inputs (this is slow), defaults to
original behaviour
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: I2a0cc622d31aceab8d24521668d0aae040ba73b1
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I61620f160c7dad6aac5fcc3da0a6e97f3bae5b40
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* encode pad in the test name with leading zeros
Change-Id: I7b1cc04014d390e707de099c5f78f93f5f344d69
Signed-off-by: Les Bell <les.bell@arm.com>
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* RESCALE can now produce tests with UINT8
as the input/output datatype.
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: I0a5d7b3c6dd7c2501d14e5d558b1f18e5e967fa9
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