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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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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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* 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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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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Change-Id: Ib299b78abe0e5c2ef0aeff9d853e583078768e1c
Signed-off-by: Les Bell <les.bell@arm.com>
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Signed-off-by: Les Bell <les.bell@arm.com>
Change-Id: I9daf8fd691af74500819718519caac30c966a1f2
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* for int8 and uint8 only
* not for int16
* pass all data types to the quantizaion generator functions as some
operators (all convolutions, fully_connected) may use different types
for the input and weight tensors
* also allows input type filtering for convolution operators
Change-Id: Iea3d00f03807a8db35b40d4e8988929ec6549b44
Signed-off-by: Les Bell <les.bell@arm.com>
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Change range of INT4 to -8 to 7 and INT8 to -128 to 127.
Change clamp attributes to be in range of signed input type.
Change-Id: Iccee1bf29b12da6f7622922f89d59cc0730460c2
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
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* The SELECT operator requires a boolean condition tensor, this is
now enforced earlier in the code to avoid an unused input tensor
being created.
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: Ief78cff8bd42bd24e9b977d41d05c1504d0422b4
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I5f01fa589692f7c6d556a4c22a44caec7c906b9d
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* By making the naming scheme consistent for MUL tests
(shape_type_perm_shift) we are more easily able to parse parameters.
This is the same system used for operators like RESHAPE, where perm0 is
the only permutation allowed, but it still included in the test name.
* For multiple operators axis and axis value were split by an underscore,
Now the form is axisX in line with other parameters.
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: I92e5af6fd1e2b83bdb23ac4a4ab350010aeeeccb
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* The default rank range has been increased from 1-4 to 1-6.
* Higher ranks often make tests too large so a default_test_rank_range
has been included which makes the test generator produce only tests with
ranks 1-4.
* The user can now specify target-rank up to rank 6 which is allowed
for all operators with the default rank range.
* The maximum rank allowed (6) stored in TOSA_TENSOR_MAX_RANK variable.
* User specified target shapes up to maximum rank are accepted without
need for setting target-rank filter.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ie4ca408d329cb1000ce9d3592b2c7d62bf311b3b
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* Tests produced now correctly display the rank being reshaped to in
the file name.
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: Ic31fce68b6b8bf7aa52686d54752d90d4b7e2242
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* When generating permutations of a reshape operator test there was
no check to ensure that the permutation was unique, this patch adds
a check to ensure that no two newShape variables are the same.
* Added a 'escape_counter' which will break out of while loop
if it continues on for too long.
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Change-Id: I231eb9b546a73431835b5dc899784f69cc22a773
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Change transpose permutation generation to limit to the number of
possible permutations that can be created by the shape size or the
argument setting which ever is smaller. Also make sure all
permutations up to this number are generated rather than randomly
skipped due to duplicates.
Allow rank 1 transpose tests as the specification allows rank 1.
Change-Id: I28ea64c1d819f3af72c97bed43cfe7279c7e2f9c
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I83f75dd5beb60fe7ca2d573ea0f81bac4cd62a07
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Change-Id: Id253b62af906a7ffbdbc0d338b6ec92d3795d1c6
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- remove identityN and placeholder
- add div
- update serialization_lib hash
- update apply_scale_16() assertion
- regenerate examples/ due to serialization_lib change
Change-Id: I7183d92bec33697c65adfc07cb8eb89c6882675a
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Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Signed-off-by: Jared Smolens <jared.smolens@arm.com>
Change-Id: I0ef59cadd2f5097a08abb00d3fc256c556107ee0
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Bring CONV2D/DEPTHWISE_CONV2D/TRANSPOSE_CONV2D/FULLY_CONNECTED up running.
Other minor fixes:
- reference model should bail out if shape is invalid, along with "goto done" cleanup.
- cleanup typos/duplicate in tosa_test_gen.py/tosa_serializer.py.
- wrong input_zp/output_zp being generated for RESCALE.
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Ic1f3fe0090482bdee8a61508be7c738714191e19
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- Remove Usage and Format
- Run black on verif/*.py scripts
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Ie81515891eb0039540f614894f4b6b0e0e78ba74
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- Updated DTypes and expected failures for TOSA ops,
particularly missing int8/int16 tests for Conv, FullyConnected,
MatMul
- Fixed a bug where unexpected failures were incorrectly
categorized as passes
Change-Id: I2763626317cedad9f3723f748986bb59a32f2e42
Signed-off-by: Jared Smolens <jared.smolens@arm.com>
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- Updated C and Py serialization libraries, updated licence files
- Removed AINT8 from TOSA reference tests
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Signed-off-by: Jared Smolens <jared.smolens@arm.com>
Change-Id: I860bfeaad5a075e50f569c8f6861927ebacf1378
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- For TOSA.resize, constrain random OFM dimensions to be >0 to
avoid possible div-by-zero
- Print generated test names only in verbose mode
Change-Id: Ib28457c03eca54b7721a1b1b5ba3ed89c58fd000
Signed-off-by: Jared Smolens <jared.smolens@arm.com>
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added/updated
- update tosa.GATHER
- update tosa.RESIZE
- add tosa.SCATTER
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I1c3247b831a64e35a85c4044b24c6c29b8e18d25
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add .clang-format
Add expected failure for RESIZE and RESCALE unit tests
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I33c8afdc8998e8518f2b0e5fabddd36ce3aa2ee9
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Change-Id: I2f8e7fa63e2ae40203e57d2cc8814bde3b312cb6
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
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