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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
2022-06-15Remove 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>
2022-06-07Align 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
2022-05-16Initialize 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
2022-04-28Update 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
2022-02-01Rework 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
2021-11-11More ERROR_IF to check attribute for convolution opsKevin Cheng
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I49d498dd3d4c069d8d1db07310f939268b9df4b7
2021-11-01Fix for tensor_ops.ccKevin Cheng
- MATMUL: only check a_zp/b_zp valid when this->qinfo exists - Fix typo in debug message Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I2cedcb25e4f57fcaec2caa1b850ea1232a023340
2021-10-21Fix pool2d generation and check to match specificationJeremy Johnson
Change output size error_if check in ref model to match specification. Remove size check from test generation as output shape is always correctly calculated. Change-Id: I5be64f31e6448b47e80fc0a4af11bb312f366a26 Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
2021-10-18More ERROR_IF supportsKevin Cheng
- Also delay tensor allocation after operator being validated ERROR_IF can be caught first before 0 or negative dimension set the graph_status to UNPREDICTABLE - Rescale, Argmax, FullyConnected, Matmul, Pad, Reshape, Slice, Transpose, Clamp, Concat, Equal, Greater, GreaterEqual, Table Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I4e1b3e5794fe195ce1a37e28443ae584645a3b91
2021-10-13Catch ERROR_IF on AVG_POOL2D and MAX_POOL2DKevin Cheng
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I0947f136e768605f997fcaf74c6b9a7e62e748a4
2021-09-16Implement Conv3D kernel.Kevin Cheng
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: Ic16e918b1a2423ad563684e29ce70d9efdbf9c02
2021-09-15Rename attribute: Pool2d, Conv2d, TransposeConv2d -> Pool, Conv, TransposeConvKevin Cheng
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I466dd1dcf5230e8e07df202ba88515e775e04a1e
2021-08-20Replace node level check ASSERT_MSG_NODE()/FATAL_ERROR_NODE() with REQUIRE() ↵Kevin Cheng
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
2021-06-09adding batch dimension to MatMul.Kevin Cheng
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: I83f75dd5beb60fe7ca2d573ea0f81bac4cd62a07
2021-04-27Replace serialization/ and verif/ with MLPlatform's serialization_lib submoduleKevin Cheng
- Remove Usage and Format - Run black on verif/*.py scripts Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: Ie81515891eb0039540f614894f4b6b0e0e78ba74
2021-02-01Remove AINT8Kevin Cheng
- 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
2020-10-19Update apply_scale_32()Kevin Cheng
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com> Change-Id: Ida8e3a17d74e5d6379b2244896ddf9e295d0ecc9
2020-10-14Initial checkin of TOSA reference_model and testsEric Kunze
Change-Id: I2f8e7fa63e2ae40203e57d2cc8814bde3b312cb6 Signed-off-by: Eric Kunze <eric.kunze@arm.com>
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