Michael Platings authored Apr 11, 2025 and Jeremy Johnson committed Apr 16, 2025

Updated to use new flatc build instruction and location

Signed-off-by: Michael Platings <michael.platings@arm.com>
Change-Id: I2958db32fec4070508dc61ee85decffee586be6f

Ian Tayler Lessa authored Apr 14, 2025 and Jeremy Johnson committed Apr 16, 2025

This makes it possible to determine whether a bounds file should be
passed to `tosa_verify` without knowledge of the details for how
different compliance modes work.

Signed-off-by: Ian Tayler Lessa <ian.taylerlessa@arm.com>
Change-Id: I3d7bac764ce13f636c7f82ce4a4aa595d82fb79c

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ic5f1fdebce54cfc246db5297776024df24e2fa89

Remove global random number test generation as not needed anymore,
now that all tests have migrated to the new RNG.

Fix concat pytest that broke due to removing global random number
gen.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I95646ea799c07034cb730fa7be01392320c09044

Enable lazy_data_gen mode support for all CTS tests in
tosa_verif_conformance_generator

Add support for reading SHAPEs of [0] in ref model.

Change datagenerator to use serialization_lib save_npy to
write out data files in correct format.
Fix SHAPE to be output as int64 numpy format.

Clean up unused data generator functions in tosa_verif_build_tests

Add datagenerator tests for numpy format output.
Merge test_datagenerator.py tests into test_tosa_datagenerator.py

Disable cond_if_const test generation is lazy_data_gen is
requested as the work-around for loading const data late does not
work with these tests - some proper functionality to support lazy
data gen is needed.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I9e18c960fbd636463ddf9e0bc2bf6f2ac9a760f5

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I62eee00683873a589393ef0bf413663a1a28042d

Ian Tayler Lessa authored Apr 08, 2025 and Eric Kunze committed Apr 10, 2025

Previously the error message reported the compute type internal to the
reference model as not matching, but the relevant dtype is the
serialization storage dtype. These two match in all cases except the
--precise_mode=1 reference model with floating point dtype.

Signed-off-by: Ian Tayler Lessa <ian.taylerlessa@arm.com>
Change-Id: I08e1e2cf5fa95b242d870af9364e635dda254c0e

Philip742 authored Apr 07, 2025 and Eric Kunze committed Apr 10, 2025

MSVC build showed up a problem in unit tests.
Correct hardcoded ulpmax value for float, not double, and use
nextafter function belonging to type.

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: If998abdff49a7b3b1098a7d82d98ce6c3e158591

udaya-ranga authored Apr 08, 2025 and udaya-ranga committed Apr 10, 2025

Coverity identified that without initialization,
`TOSAREF_TENSOR_ALLOCATE(1, float)` can potentially be problematic and
use stale data

Signed-off-by: Udaya Ranga <udaya.ranga@arm.com>
Change-Id: Ib7b3391ae5f33fcbce9fb3d98198e6adce9b44fc

Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: If81c415059c98f1f58be70a41d9c7cc02edd3e62

Instead use CMake's FetchContent feature.

Git submodules have many well-documented pain points.

A similar change has previously been attempted but was reverted by
revision 2d87391f because FetchContent's
git-clone was found to occasionally fail for no discernable reason.
The difference with this change is that it downloads source archives
instead of cloning Git repos. This is believed to cause less load and
therefore reduce the likelihood of getting rate-limited.
Should failures start to occur again then the sources should be
pre-downloaded and FETCHCONTENT_SOURCE_DIR_<uppercaseName> CMake
variables should be used to point at them.

Signed-off-by: Michael Platings <michael.platings@arm.com>
Change-Id: I12873b540b3fccece6e1e6bb885d574a586f0307

This patch removes references to DType_UINT8 and DType_UINT16

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Ia53def0c78f7fb17a1c32e110ee05fa7b0aa577b

Philip742 authored Mar 17, 2025 and Jeremy Johnson committed Apr 02, 2025

Large object files required to build
Multi threaded for speed

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I46a93f00a2532ba9c721f183eb0f5ca8839050fc

Philip742 authored Mar 17, 2025 and Jeremy Johnson committed Apr 02, 2025

Avoids multiple definition link error with MSVC

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I100daa4578b47890c7bfabf4808fab493dbdad8c

Philip742 authored Mar 17, 2025 and Jeremy Johnson committed Apr 02, 2025

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I1ea1306a25bbc4834271983375a91e9f3d6528a1

Philip742 authored Mar 17, 2025 and Jeremy Johnson committed Apr 02, 2025

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: Id764133242413c36966c4b82822fa20617965332

Philip742 authored Mar 17, 2025 and Jeremy Johnson committed Apr 02, 2025

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I54a08a14c5d229ba8affc41bdef0a99d34889a9d

Philip742 authored Mar 17, 2025 and Jeremy Johnson committed Apr 02, 2025

Not portable

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: Ie847772de825e43b7244579534356f2ce6e1ef89

openssf warning fixes incorrectly changed nextafter function for
ULPMax value.

Added extra unit tests to catch FP16/FP32 changes in future.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I883d97ce1c71ae08226fe36ba545b391cb041b49

Refactored:
* std::memcpy to std::copy_n
* snprintf usages to C++ std::string

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I6ebeea6d1be86e35d44e949d47bbfa01c51f8c8d

Yuvaraj Venkatesh authored Mar 26, 2025 and Eric Kunze committed Mar 31, 2025

Change-Id: If8b8a38bfe99cc0d4d7bca79f3df87c36f06ddb2
Signed-off-by: Yuvaraj Venkatesh <yuvaraj.venkatesh@arm.com>

This updates serialization_lib githash to the version
that removed Yield Op and Yield attribute

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I9e31e24ca93648e351f3a52604e2dce0492c1382

Ian Tayler Lessa authored Mar 27, 2025 and Eric Kunze committed Mar 28, 2025

The current version of the specification only allows output zero points
to be subtracted as integers, so the FP32 implementation was updated to
reflect that.

The error bound was fixed to now use the output before the zero point is
added to compute the error scale.

Signed-off-by: Ian Tayler Lessa <ian.taylerlessa@arm.com>
Change-Id: I5d2834b22180137880ffa905567ff1722d61c060

udaya-ranga authored Mar 26, 2025 and udaya-ranga committed Mar 27, 2025

The allocation was done to infer acc_type which can be inferred from the
given parameter.

Signed-off-by: Udaya Ranga <udaya.ranga@arm.com>
Change-Id: I41f1ec875172e6d0b69291dbeea6d25abcbce44e

Add ConvBiasShapeMismatch test to CONVOLUTION ops
Add ConcatNoInputList test to CONCAT
Re-enable StartSmallerZero, SizeSmallerEqualZero for SLICE
Add TileMultiplesOutputShapeMismatch test to TILE
Change to TransposePermsOutputShapeMismatch test to improve TRANSPOSE
Add RescalePerChannelRank0 test to RESCALE

Fix up RESCALE ERROR_IF tests to be generated without relying on
any unecessary extensions.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I6a25881ffeb606dbf568cc017a8caa3736e04de1

Change-Id: I11e66b8fd7a3681118cfbc372df30d7c523d4c1d
Signed-off-by: Yuvaraj Venkatesh <yuvaraj.venkatesh@arm.com>

Signed-off-by: Peng Sun <peng.sun@arm.com>
Change-Id: I7cb0294f619d41cdcee3737848ce87fd8401ed41

Ian Tayler Lessa authored Mar 19, 2025 and Eric Kunze committed Mar 25, 2025

Affects NEGATE, RESCALE, AVG_POOL2D, MAX_POOL2D.

Signed-off-by: Ian Tayler Lessa <ian.taylerlessa@arm.com>
Change-Id: I5257b110f79f2fcd0423d140b3adee9034f036d5

Change-Id: I744b66726850bb289a57c18b6a70224b9f71ffe5
Signed-off-by: Yuvaraj Venkatesh <yuvaraj.venkatesh@arm.com>

RESCALE with rounding mode of INEXACT_ROUND in ref model precise
mode when running a compliance test will return the minimum allowed
integer, and will also produce a bounds file with the maximum
allowed integer value so that compliance can be performed using
these two values as the range for the implementation.

Refactor RESCALE op to use common lambda function and fix scaling
checks.

Fix misspelling of Verfier in tosa_verify.
Rename abs_mode to bounds_mode in ref model.
Remove big endian flag from ref model internal config.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I1ed22c4fbb0215ff5564db6e300e7c77dd405164

Make the test_requirements lists always be in the same order
so there are no unnecessary differences when generating the
tests.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Iadaa8c440b0e528a3bf11d5bdf49e01f9093540a

 - Added __attribute__((format(printf, ...)) to func_debug_warning() to enable compile-time format string checking.
 - Added explicit type casts (static_cast<uint32_t>, static_cast<size_t>, etc.) to resolve implicit conversions.
 - Ensured proper type usage in loop variables and arithmetic calculations.

Signed-off-by: Yuvaraj Venkatesh <yuvaraj.venkatesh@arm.com>
Change-Id: I6c99c148c4332ba02b855fe46e1c3e4cbeddfea9

Per Astrand authored Mar 17, 2025 and Eric Kunze committed Mar 18, 2025

To build the pybindings to the reference model use
 BUILD_PYBIND=1 pip install .

Signed-off-by: Per Åstrand <per.astrand@arm.com>
Change-Id: I2edc3fcfaef8ad5287224e2b49c01e52f010de30

Per Astrand authored Mar 17, 2025 and Eric Kunze committed Mar 18, 2025

Re-enable support for building on MacOS by using dlfcn for shared
libraries.

Signed-off-by: Per Åstrand <per.astrand@arm.com>
Change-Id: I31de79238fc5b1fe4c8b74785df174e9cfbe92b3

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I5b5d4026f2ff7b940d05e55eb0cf5d5b6aa235f3

Philip742 authored Mar 07, 2025 and Eric Kunze committed Mar 17, 2025

Reduce excessive build time for Release

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I966632329eb6461f27120d6c919715f92fa55f99

Philip742 authored Mar 04, 2025 and Eric Kunze committed Mar 17, 2025

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I6f62b2b0cf3c2717d6b0809310039e3f0c6f70f9

Philip742 authored Mar 04, 2025 and Eric Kunze committed Mar 17, 2025

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: Ifb1a65fc44a256931008a363c1ba8f032feb83fd

Philip742 authored Mar 04, 2025 and Eric Kunze committed Mar 17, 2025

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I6e299f8110646d28ee2adb82139b334287c03fb2

Philip742 authored Mar 04, 2025 and Eric Kunze committed Mar 17, 2025

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I316a072c3cf6cb5bb083aa1bcc9206f3fa27c33c