Set up python version and python module dependencies to match
README.md for tosa tools.
Fix other python modules to particular versions for consistency.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Iffaab11f695d34952fdc27028f70ce45dd51faba

* Correct unsigned data conversion for RESCALE
* Force FP64 values from normal_min for SIN max_compare values

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I3861cf98181e80cf6322f0616001decb2bc3f3cc

Philip742 authored Jul 25, 2025 and Jeremy Johnson committed Jul 28, 2025

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: Ie53dcdf06fdd246aaea3094afc5611bb8daaa978

Philip742 authored Jul 18, 2025 and Jeremy Johnson committed Jul 28, 2025

Added cmake toolchain file

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I3f7aff9af97b68aad218e2940ad7d2ca40ad710f

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I9e121db3303749fff38da4cebf6bb0d11f3cd250

Reduce the files sizes of tosa_test_gen.py and tosa_arg_gen.py by
moving classes into their own files.

Moved OutputShaper to tosa_output_shaper.py from tosa_test_gen.py
Moved build_* functions to new TosaBuildGen class in tosa_build_gen.py
 from tosa_test_gen.py
Moved TosaTensorGen to tosa_tensor_gen.py from tosa_arg_gen.py
Moved TosaQuantGen to tosa_quant_gen.py from tosa_arg_gen.py
Moved TosaTensorValuesGen to tosa_tensor_values_gen.py from
 tosa_arg_gen.py

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I5c2179905a12acc101ba862f1ea368ac25f259f7

Fix ERROR_IF test by adding support for rank 0 output shapes by
changing input shape as long as it isn't also rank 0.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I133fb78a7c1163787b104052fac17f699007c01b

Restrict channel size for ERRORIF_ResizeOutputShapeMismatch to
avoid over size tensor

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: Iac91b73eeb62f907d4ea007c71f295c49e43e439

Signed-off-by: Jerry Xu <Jerry.Xu@Arm.com>
Change-Id: Ic9ad8e9ecb3b504cef819a113ceecee2a011b3c0

This section adds a comment stating that running
operations outside the constraints of level=8k
may lead to undefined behaviour.

Change-Id: I5f6ea12ecce96ce6d8a1cb7a14de7e0b73c40bb9
Signed-off-by: Luke Hutton <luke.hutton@arm.com>

Madeleine Dunn authored Jul 02, 2025 and Jeremy Johnson committed Jul 14, 2025

Enable missing integer special tests for CONST and
IDENTITY by adding a new data node test set.

Signed-off-by: Madeleine Dunn <madeleine.dunn@arm.com>
Change-Id: I6ba496852ba248549b9eb52f2dd7f08663d2c3f7

Luke Hutton authored Jul 10, 2025 and Jeremy Johnson committed Jul 14, 2025

This commit removes some ambiguity in the README by
merging duplicate sections.

Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: If5eb9e4352b0f98754a8fd64771c807791813ea4

Reduce tensor size dimension for rank 6 bool to keep it less than
50MB input file size per input.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I01553f2ba5ac636267331c44322d5deec3d6dfb8

Enable easier comparison of generated tests by enforcing Linux
line endings on all platforms.

Fix possible Windows issues by using replace instead of rename.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ie89dbbf99ea98e5b9acf513b47d14c82e767a842

Integer special tests
Added missing ranks for int8 TILE tests where int8 type was already specified

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I164a466e65c5a3074fe5f984073ac5140b866168

Philip742 authored Jul 03, 2025 and udaya-ranga committed Jul 04, 2025

Previous code cast to a float32

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I5de24658b6f02ddb2b933d48c5f37002470640a8

Madeleine Dunn authored Jun 27, 2025 and udaya-ranga committed Jul 04, 2025

Unsigned inputs are now allowed for int8 and int16.
These tests make sure they are accepted, as well
as a test that checks they are only accepted if
the integer width matches.

Signed-off-by: Madeleine Dunn <madeleine.dunn@arm.com>
Change-Id: I1c737ecbd215ff4a9e1ff8273ff9904a391bcbbd

Ian Tayler Lessa authored Jun 27, 2025 and Jeremy Johnson committed Jul 03, 2025

Update POW conformance to match the new conformance rules that take into
consideration the latest LOG and EXP conformance and the fix for
subnormals introduced after v1.0.

Add PRECOMPUTED verification mode, that takes the bounds passed by the
Reference Model to be the pre-computed allowable absolute error.

Add unit tests for PRECOMPUTED mode.

Signed-off-by: Ian Tayler Lessa <ian.taylerlessa@arm.com>
Change-Id: I09be3b2dadf7ed9bf7c6c91c64b34c7d4e149868

Ensure floating point operation for all RESIZE functionality

Change-Id: Iea5cb5e482e3e76a298a4a71ad96a760d9a0ef79
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>

Deeptanshu Sekhri authored Jun 26, 2025 and Jeremy Johnson committed Jul 03, 2025

Introduced the following tests:
- a sanity test to verify basic model functionality(in memory).
- Tests for DType variants to validate behaviour for different data types.
- Unit tests generated using tosa_verif_build_tests.

Also adding selective test execution for unit tests via pytest markers ('pyb_smoke' and 'pyb_fullsuite').

Sanity and DType tests run by default.

To run unit tests, use:
  pytest -m "pyb_smoke"
  pytest -m "pyb_fullsuite"

Signed-off-by: Deeptanshu Sekhri <deeptanshu.sekhri@arm.com>
Change-Id: I7ae3c25bc76362ac0374b07ba8ef79e154c214fc

Introduced a "Versioning" section describing the Calendar
Versioning (CalVer) scheme used by the project.

Change-Id: Ie7b5634c0bb4c39bde8fc9de53ba53501b7cbf0d
Signed-off-by: Peng Sun <peng.sun@arm.com>

Change-Id: Ia2c8507bc2559738e8011056b7526f7b3f2e16a6
Signed-off-by: Yuvaraj Venkatesh <yuvaraj.venkatesh@arm.com>

To support BF16 on Windows correctly, add support for floating
point fixed data as well as integer.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Iad8f16ccff2df56df3f0f67e41e2fba5ecd149e9

Enable long path name support by including manifest file
when building dlls and exes on Windows.

Update tosa_verif_run_tests:
* Use replace instead of rename when moving results files, to mimic
behaviour of Linux "mv" on Windows.
* Also rework the verify results loop to rename the result files first
and then verify them.
* Remove expected_result_file support as not allowed in desc.json.

Change-Id: I9973f22a62371dafc6de030d886349faf18f276b
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>

This now correctly computes the ULP bound relative to the maximum
absolute input, while previously we were computing it relative to the
reference output.

Extend the unit test coverage for max resize verification to catch
regressions and other bugs in bfloat16 and float16

Refactor a calcAbsErrorBound function matching the spec to use across
verification code.

Signed-off-by: Ian Tayler Lessa <ian.taylerlessa@arm.com>
Change-Id: I04b08d5d160258c560dbfde3b70247d76bf3f225

RELATIVE allows error relative to some fixed 'max' value, i.e. fixed
error for all outputs in an operation.

Renaming it to MAX_RELATIVE allows us to add a second mode,
OUTPUT_RELATIVE, which will allow error relative to each output in an
operator.

The OUTPUT_RELATIVE mode will be coming as a separate patch.

Signed-off-by: Ian Tayler Lessa <ian.taylerlessa@arm.com>
Change-Id: Ia70549c19ec781b1172cb1a2a7fd0da581489ca5

Philip742 authored Jun 25, 2025 and Jeremy Johnson committed Jun 26, 2025

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I57cba4cdcf31e923cf5ef33277a6fb0776920597

Fix for reading and correctly checking the test requirements
versus the chosen profiles/extensions.
Add tests for checking all combinations.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I8991cdacb34701c156a69c58aa549d3cfec73802

Philip742 authored Jun 19, 2025 and Jeremy Johnson committed Jun 23, 2025

Note does not cover test commands

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: Ib1cb340290cf5c663e00185aaaaad68388bb4477

Ian Tayler Lessa authored Jun 13, 2025 and Peng Sun committed Jun 19, 2025

Previously we were causing an internal error in allocation instead of
signlaling an ERROR in the graph.
Also fixes the shape given to the Eigen tensor used to represent shape_t
values of rank 0.

Signed-off-by: Ian Tayler Lessa <ian.taylerlessa@arm.com>
Signed-off-by: Peng Sun <peng.sun@arm.com>
Change-Id: I682fe0360b002b04af7b08e590d4f1acb4850d5c

Peng Sun authored Jun 12, 2025 and Jeremy Johnson committed Jun 19, 2025

- Introduced a new typedef: registration_callback_v2_t, which uses const char*
  instead of std::string for domain and operator names.
- Updated MasterRegistry::register_function to include a deprecated overload that forwards
  std::string parameters to the new const char* version.
- Updated loadSharedLibs() to support both v2 and legacy v1 custom operator libraries.
  It attempts to resolve the v2 interface first, and falls back to v1 if necessary.

Change-Id: I9c0d7b768c1b9be5daeaf9617c6fd46000a32758
Signed-off-by: Peng Sun <peng.sun@arm.com>

Use distrubution classes to make random number generation behave
the same on Windows and Linux
Added generate unit test to check if values match on a given platform

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ibf5a452e12326cf4ca5194c7ab83a9e1bdb1ee66

Philip742 authored Apr 09, 2025 and Jeremy Johnson committed Jun 18, 2025

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: Ia29ed6c2f0cc41061c58997de1f5487c900196e4

Signed-off-by: Philip Wilkinson <philip.wilkinson@arm.com>
Change-Id: I3d54dfa61186a00aaee4d548041dbdac1d509788

Jerry Zhao authored Jun 09, 2025 and Jeremy Johnson committed Jun 16, 2025

- Implement ewise unary operator tests covering floating-point edge cases
- Covers ABS, FLOOR and CEIL
- Adjust ABS operator implementation to correctly handle sign of zero
  inputs.
- Register new elementwise unary op test file (ewise_unary_tests.cpp) in CMakeLists.

Signed-off-by: Jerry Zhao <Jerry.Zhao@arm.com>
Signed-off-by: Ian Tayler Lessa <Ian.TaylerLessa@arm.com>
Change-Id: I03a74877afd195125dcca03dce6cd0903c8a142e

- Apply element-wise `max(abs(x), normal_min)` to handle subnormal
values and ensure numerical stability in bounds mode.

- Updated ops: CONV2D, CONV3D, DEPTHWISE_CONV2D, MATMUL,
TRANSPOSE_CONV2D, FFT2D, RFFT2D, AVG_POOL2D

Co-authored-by: Ian Tayler Lessa <ian.taylerlessa@arm.com>
Signed-off-by: Peng Sun <peng.sun@arm.com>
Change-Id: I5a2c3a44be647c5acb08d67e045af8250f9380bc

* Paths unsupported in load library for python 3.9
* RESCALE min/max calculations not promoted to int64
* Utils product() calculation also not promoted to large enough storage
* Fixed color printing output
* Made conformance generator build ops in sorted order for consistence
* Updated default model file locations and tool help messages
* Fixed TransposePermsOutputShapeMismatch ERROR_IF

Change-Id: I18cfa49e7016ee5a5453b5669c39e587175a15f5
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>

Yuvaraj Venkatesh authored Jun 09, 2025 and Jeremy Johnson committed Jun 11, 2025

- Previously, SYSTEM was incorrectly applied to normal includes as well
- Adjusted CMake to restrict SYSTEM usage to external dependencies (e.g., FlatBuffers)

Signed-off-by: Yuvaraj Venkatesh <yuvaraj.venkatesh@arm.com>
Change-Id: If484b7fb8a708d571b47fb1f17c456d3e6e9849f

Only produce any CPP files in lazy data gen mode.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I32e25eb078722e16e2d2d3c2b5f7eb84290f695d

Eirene Vlassi Pandi authored Apr 29, 2025 and Jeremy Johnson committed Jun 09, 2025

- Replace all instances of half_float::half with ct::float16
- Remove some special code in fpTrunc for handling bfloat16 as cfloat.h
  can do that special handling now
- Update serialization_lib submodule
- Update unit tests to match new serialization_lib version

Signed-off-by: Eirene Vlassi Pandi <eirene.vlassipandi@arm.com>
Signed-off-by: Ian Tayler Lessa <ian.taylerlessa@arm.com>
Change-Id: I6374f2712e943a756322940eea753b7c2f57f943