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2022-06-17Fix reference model use of weight zero pointv0.30.0v0.30Eric Kunze
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
2022-06-16Remove draft status from reference modelEric Kunze
Preparation for v0.30 release Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I65f6ee429a840d562c104c48335f8dcb51f79667
2022-06-15Remove quantization info from serialization attributesEric Kunze
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
2022-06-13Update transpose_conv2d to align with TOSA specTatWai Chong
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>
2022-06-07Remove dilation from transpose_conv2d opEric Kunze
It is not in the spec and is being removed from serialization Change-Id: I82a102de37d8eb75210088dfda2df9b2fadb9c74 Signed-off-by: Eric Kunze <eric.kunze@arm.com>
2022-06-07Switch reference model to flatbuffers 1.12Eric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: Ibd12e3cbf327dc72bc0ba0f66ab4294ce2bbcb0f
2022-06-07Change size check in TILE to ERROR_IFEric Kunze
Now corresponds with the ERROR_IF in the specification Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I1f4e303c330d18661ca2e6ef65d0119baabedec6
2022-06-07Align the serialization schema with TOSA 0.24.0 specificationTatWai Chong
The operators are pool, conv, reshape, slice, transpose, and table. Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Change-Id: I13f8d626df59be14361068222746347ba69d2fb5
2022-05-31Remove RESHAPE -1 dimensions supportJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I098daf49c92da12c07143cdd23ac9bb58acebbb9
2022-05-26Add support for uint16_t to RESCALEJeremy Johnson
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
2022-05-19Update framework test generation for ERROR_IF criteriaJeremy Johnson
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
2022-05-16Initialize accumulator with bias value for CONV3DEric Kunze
Bias was mistakenly unused previously. Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: If776e923f7b3cd442c7f147fcbd22a214c37fd36
2022-05-16Adjust divisor calculationEric Kunze
Fixes issue where pad_left < stride would cause padding values to be missed Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I2ba0d0969ce1f00e2cb3ca1ab293c5e15a0c7749
2022-05-04Fix for NEGATE using 32-bit accumulatorJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ie5d119dc317303a0d2a71d018ac94ce6800ecbf5
2022-05-04Control oversized tests for TRANSPOSE_CONV2DJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I464871b412b3dfc9a84bd3d8fffe4c1de3072b69
2022-04-28Update tensor ops ERROR_IF criteriaJeremy Johnson
Update to ref model to check ERROR_IF criteria for pooling and convolution ops to match specification Update to tosa_verif_build_tests to produce valid test ranges and new ERROR_IF tests Plus update pooling ops big kernel to 9 (from 6) for better testing coverage and set dilation to 1 and add out_pad bottom & right for transpose_conv2d to match specification Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ic5759872d40ae8d3f3d07043d9a0f2fa0244d72e
2022-04-11Refactor verif/generator/tosa_test_gen.py into different filesJeremy Johnson
Move all error & validation into tosa_error_if.py Move all argument and tensor generation into tosa_arg_gen.py Move utility functions into tosa_utils.py Create new TosaTensorValuesGen class for specialising tensor value generation. Change-Id: Ib9ac65e2308b14471a567c6f11d775c76585bc5b Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2022-04-06Fix NEGATE int8 test value rangesJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ied54f5064dfb44029136b0f0297ef35e6eb0be6e
2022-04-05Add missing REQUIREs check to REDUCE_SUM in refmodelJeremy Johnson
And limit REDUCE_SUM test values to within int32 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I4d902b245d17eb343cfb2bbc23d9db28c1d1f4c3
2022-03-31Update pre-commit tool versionsJeremy Johnson
* black needed updating for ImportError of new click version Change-Id: If8e2d13a09996e331d676af31bf3d3aee9403b4e Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2022-03-24Add missing REQUIRE to NEGATE opJeremy Johnson
And update test generation to create values in predictable range Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I4ba1ff445bf6caeec9f8782902fc45929fe0ee77
2022-03-23Improve EQUAL tests to have matching numbersJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: If785fdaab3026eca5a31888115fba8a6750e0460
2022-03-22Fix input rank-match comparison, --no-ref-model flag, no test listJared Smolens
- Fixed input shape/expected input shape mismatches when due to a missing batch dimension. - Return from run_test() immediately after running compiler when --no-ref-model is set. This avoids doing result comparisons on results that were never generated. - Exit gracefully when no tests are specified instead of throwing TypeError on iterating NoneType Signed-off-by: Jared Smolens <jared.smolens@arm.com> Change-Id: I91d2c24fd60aa1cf8b3755894030ff14f1371ed0
2022-03-19Usability cleanupJared Smolens
- Error check on missing test description file instead of throwing json exception - Removed outdated help option Signed-off-by: Jared Smolens <jared.smolens@arm.com> Change-Id: Ia8780a88f4306af19ce63eaa679c84669f5c2ad9
2022-03-14Generate REDUCE_MIN tests (instead of REDUCE_MAX)Jeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I41c364905ca364d3446962b737735b9068a29a77
2022-03-10Fix refmodel LOGICAL_XOR (was incorrectly LOGICAL_OR)Jeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ifa34021413cd6543c987a7b7c9c664144a4dd95d
2022-03-02Add framework unit test generation scriptsJeremy Johnson
And fixes in tosa_verif_run_tests: * support for no-color printing * stop double printing of error messages on verbose * differentiate result code pass from results check Change-Id: I26e957013a8d18f7d3d3691067dfb778008a1eea Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2022-02-17Fix rescale test gen for scale32 & dtypeJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I65a7fac6e65d2b979139adaf6c5a42139b5493c2
2022-02-16Update refmodel apply_scale_32: adjust range checkingJeremy Johnson
Fix up generated values for rescale tests Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I28fc3b8f189d25a7ad8e5172d4d8a43b86820fcf
2022-02-10Minor formatting fixes for pythonJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Iff6eb54734e7a78eb22d1a64803b937063b7f65a
2022-02-01Rework divisor calculation for AVGPOOL2DEric Kunze
Previous code assumed symmetric padding when calculating the divisor for the average pool, and had issues with extra padding. The padding now follows the definition from the specification. Extra padding to the right/bottom is ignored when calculating the average pool divisor. Change-Id: Ib05e2346c6e9d55b6fef5294322e58ee18ef4928
2022-01-26Fix for max arguments to be respected in build testsJeremy Johnson
The conformance oversize tests are not produced by default. Change-Id: I9f7d4a60b9d8991889a077b61613e13e288bb65d Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2022-01-24Fix COND_IF binary INT8/16 test generationJeremy Johnson
Limit input values to allowed for logical shift operations. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I78110c449274ab96a3f824890c3f03a0eeb345eb
2022-01-20Fix for LOGICAL_LEFT/RIGHT_SHIFT shift valuesJeremy Johnson
Added missing reference model REQUIRE check for shift value (0-31) Make sure result of LOGICAL_SHIFT_LEFT is masked to input size Fixed test generation to produce shift values in that range Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Id511de0d989ea954fc1afd18dc2051341bce2cd0
2022-01-19Add convert2conformance as packageJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I0c1edba930b846ff63785c17116cc8d465ecfbf3
2022-01-17Add convert2conformance scriptJeremy Johnson
Script converts framework and reference model unit tests into a suitable format for including into a conformance suite. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ida1ec8a0a7ea31fd3a3f62c4cb52d7cc2bf0b439
2022-01-13Add python pre-commit script checkersJeremy Johnson
Fix up issues in existing python scripts. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Id4adab404560c3129c66f31c21ff0ce148283c73
2022-01-06Update tosa_verif_run_refJeremy Johnson
Rename to tosa_verif_run_tests to match build_tests Improve output and system under test support Improve xunit support Add results checker Add utilities json2numpy and json2fbbin Add set of python tests Update README.md Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ia09f8e6fd126579b3ba1c1cda95c1326802417ca
2022-01-06Reorganize verif and create packagesJeremy Johnson
Split generator and runner scripts Add package setup Add py-dev-env.sh/.bash to allow editing source files during dev Update README.md with installation info Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I172fe426d99e2e9aeeacedc8b8f3b6a79c8bd39d
2022-01-05Fix crash with rank mismatch negative testsEric Kunze
When testing rank mismatch tests, could be accessing beyond the end a tensor's shape. Change-Id: I304463e50579d574d629abd13098017a26a1406b Signed-off-by: Eric Kunze <eric.kunze@arm.com>
2021-12-08Stop COND_IF neg tests creating bad arraysJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I267fa624241f60f1fa613e27e4fe46fc43768f8a
2021-11-24Do not generate tests that fail validation checksLes Bell
Change-Id: I33237ebfd946b9ec91352c2b0dc6298cc113cd77 Signed-off-by: Les Bell <les.bell@arm.com>
2021-11-18WrongRank negative test gen additions & fixesJeremy Johnson
REDUCE ops - test generation now limited to ranks 1-4 and so WrongRank tests created SCATTER/GATHER ops - enable WrongRank testing Change-Id: I0909573e0edabddbad8764e7542d654967a5c8b9 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2021-11-18ERRORIF test generation fixesJeremy Johnson
TRANSPOSE - remove WrongRank testing as no limit in spec RESIZE - make floating point test naming same format as int - fix MaxDimExceeeded by not restricting dims and fix max dim check to match spec - catch stride less than/equal zero and regen PAD - remove zero point testing as not in spec Change-Id: I4eb0b78d7f577469d202866d95833e7d5fd2f2a8 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2021-11-18Convolutions ERROR_IF testsLes Bell
Signed-off-by: Les Bell <les.bell@arm.com> Change-Id: I68a13e1b337b1afc2ab5e0edcffda2b4b0cecdda
2021-11-17Update serialization_lib with flatbuffers v2.0.0Kevin Cheng
- update example .tosa Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I1eb9f60d33de494408963e6ac16c1566254200f1
2021-11-11Fix broadcast bugKevin Cheng
- test like [1] + [2] = [1] should be treated as invalid test - modify matchRankShape() function so it allows size 1 only on the source tensor but not target tensor Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I6bbb6a63dc1143712e7eef736a991cac419b009e
2021-11-11More ERROR_IF to check attribute for convolution opsKevin Cheng
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I49d498dd3d4c069d8d1db07310f939268b9df4b7
2021-11-11Add Broadcast DimensionMismatch errorsJeremy Johnson
Add RankMismatch and DimensionMismatch support for SELECT Update RankMismatch ops to also support DimensionMismatch Update POW op to have proper broadcast testing A few other broadcastable ops missing Rank/Dimension testing Change-Id: I6566f45a7a0db4f9f008456ea7a8e23d4192f4f9 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2021-11-09Check valid broadcastable shape for binary and ternary opsKevin Cheng
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I9ed3d8971a133b4cbb2cf7d827f4e69d55dee246
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