* 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

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Id32f3b7c287c9e8b0fd42dd96922be5a255598e2

Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: Icc9b8f6a65ee54ddbb445c3a999ca49401b660c2

Change-Id: I10ddca6818e82e639484f742155504eaad8bcafd
Signed-off-by: Eric Kunze <eric.kunze@arm.com>

Jeremy Johnson authored Sep 12, 2022 and Eric Kunze committed Sep 21, 2022

Only perform testing of this after build of ref model using postcommit pytest mark.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I771a18d2c9cd4051fecafad3e6079b44f2ed62fa

Aligns with the changes to the serialization library

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I3e262590e62e941c5385ad55408688dd1c20d158

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I3fbf3f531cd803b35892e8f07fc4a495f8c95f98

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I862b4d0fa66328535d555d3d4624a5f3dd856cc0

In preparation for next release. Also include new version of the
serialization library

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I577406339d527dd29f14196d6ff1bcd0ac3ffd78

Change-Id: Ia140cd16b21133c674f8ef1cf31e665982478c81

Eric Kunze authored Aug 30, 2022 and Jeremy Johnson committed Aug 30, 2022

Matches changes to the specification loosening the rank requirements for
the RESCALE operation.
Includes removing wrong rank testing for RESCALE, and increasing
conformance testing to rank 5

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I4e15d4bd8f448e1ec81d9a8bbcd231c286b64a30

Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: I0bccfbe971f64986d71cef5a1d68daa7eb1697c4

Add a new attribute `rank` to indicate the testing dimension range of
input tensor. Also fix a minor bug in the existing conv3d simulation.
And relax rescale operator in the reference model to support 5-D input.

Change-Id: Ib42fe513831dc83eb7f9af07e011787a6c752704
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>

Increasing out pad values now leads to increasing pad.
Reference model changes, and test generator changes to
match specification definition

Change-Id: I4f3ebfbca5048354fb15bedc7ab640ff28ed853a
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>

Also fix up some path issues with the script

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I59e54d01db7b4e734806460c965f4b2e76771f52

TatWai Chong authored Aug 02, 2022 and Eric Kunze committed Aug 25, 2022

Change-Id: I1056f4a3abe9079381fb2c7d02edf11312aba9d6
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>

Jeremy Johnson authored Aug 24, 2022 and Eric Kunze committed Aug 25, 2022

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I25a13540734fa30c0c21b46708dfabbec8c4d1e5

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ib6e81814e022f33e45430e47ca99d6d9f9e0e101

Change-Id: Ia681aa0eb1d42fa31a4658badb376f7b32b2e338
Signed-off-by: Eric Kunze <eric.kunze@arm.com>

Matches a corresponding change to the specification

Change-Id: If70356e0c78c1c88530e5d2f58bc50de864f249a
Signed-off-by: Eric Kunze <eric.kunze@arm.com>

Describes the proper way to build debug.

Change-Id: Ie2f888fc71f84af5382e7e8107eb2d3d93a3b056
Signed-off-by: Eric Kunze <eric.kunze@arm.com>

Jeremy Johnson authored Jun 13, 2022 and Eric Kunze committed Aug 11, 2022

* Add common screen aspect ratios with borders to random pool of tests
* Add up/downscaling to random pool

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Iee8e3f5ed6bd5c941816474df20a7fd433646d6b
Signed-off-by: James Ward <james.ward@arm.com>

TatWai Chong authored Jun 08, 2022 and Eric Kunze committed Aug 10, 2022

Attribute stride and shift are removed, and has new scale and border.

Also add tests in the generator to test tf.resize with all option
combinations.

Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: If0f330d04395762d2d907863235eda1532f5e1ff

Jerry-Ge authored Jul 22, 2022 and Eric Kunze committed Aug 02, 2022

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I36ea46e79a0ce42c2dbe47c816b5b5572058c0f2

Fix for tosa_verif_conformance_generator as it needs JSON files
to build the conformance tests.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I3509efee671d34d99eee98141400542374dc4f24

Add supported profiles for each test in convert2conformance and
tosa_verif_conformance_generator.
Enable filtering of profile tests on running in tosa_verif_run_tests.
Reorganize arguments in conformance_generator to have more important
ones first.

Change-Id: Ie6e5b68727adb3c39b04aa482dd6433788f7bcc9
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>

Change-Id: I5cb16ea1f47ee454f03a1d5182827e3fd9f49128
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>

Jeremy Johnson authored May 17, 2022 and Eric Kunze committed Jul 11, 2022

Change-Id: Ia00a9fa0d260c68ce8532dec9925467558fe7dea
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>

Aligns with change in specification, as the limit to value being between
(-1 << shift-2) and (1 << shift-2) was overly constraining.

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I72cc5743344d4036920c3df366e0a3930701a0cb

Include new submodule for serialization library.

Change-Id: I38cdea3ed8ea3968d1dc06c689dab248d21b14fd
Signed-off-by: Eric Kunze <eric.kunze@arm.com>

In the case of an int16xint8 test, the zero point was not being
subtracted from the weights.

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Ic77119b200b952715870abc11d09d1a646da86b1

Preparation for v0.30 release

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I65f6ee429a840d562c104c48335f8dcb51f79667

Any needed information moves into the attributes for each operator.
New serialization library version removes teh quantization information
attributes from the schema

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Icf6165687ab1fd34a01f64c01b0b92b2820e72fa

TatWai Chong authored Jun 08, 2022 and Eric Kunze committed Jun 13, 2022

Rename outpad to out_pad, and also fix the dilation in the generator.

Change-Id: I4c1599871f0d0b41856e819d8c644a85ca6d8267
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>

It is not in the spec and is being removed from serialization

Change-Id: I82a102de37d8eb75210088dfda2df9b2fadb9c74
Signed-off-by: Eric Kunze <eric.kunze@arm.com>

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Ibd12e3cbf327dc72bc0ba0f66ab4294ce2bbcb0f

Now corresponds with the ERROR_IF in the specification

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I1f4e303c330d18661ca2e6ef65d0119baabedec6

The operators are pool, conv, reshape, slice, transpose, and table.

Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: I13f8d626df59be14361068222746347ba69d2fb5

Jeremy Johnson authored May 30, 2022 and Eric Kunze committed May 31, 2022

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I098daf49c92da12c07143cdd23ac9bb58acebbb9

Update ref-model RESCALE op to support UINT16 conversions
Add testing for RESCALE UINT16 and ERROR_IFs

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ic6e6e53de1f0b054bedb9e6ba3856e7475498aba

Jeremy Johnson authored May 05, 2022 and Eric Kunze committed May 19, 2022

Update to tosa_verif_framework_generator to produce valid test
ranges for pooling and convolution tests

Fix up test filtering to only filter on test name not output
directory

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ifff7e7604a37e8680d7237dc2d85cd806b20e384