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path: root/verif/generator/tosa_arg_gen.py
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2023-02-22Bug fixes for max-batch-size/ofm-depthJames Ward
* Conformance regen required for tosa-bi: conv2d conv3d depthwise_conv2d transpose_conv2d * Include bug fix for testGen.makeShape() * Include json changes to limit size of tests which now have ofm_depth > 1 Signed-off-by: James Ward <james.ward@arm.com> Change-Id: Ic8221b9a742f5737df523997bee7260f4dfcdef3
2023-02-10Add FFT2d to the reference modelLuke Hutton
Includes: * FFT2d reference implementation * Basic TOSA tests Change-Id: Ie79fcb713542345d550ec013646810c1e890e388 Signed-off-by: Luke Hutton <luke.hutton@arm.com>
2023-01-31Create MI tests for Type Conversion: CASTJames Ward
* Add exclusion regex's to conformance generation Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I15bef7451efd5662065060242d35bd7fa3381487
2023-01-24Add RFFT2d to the reference modelLuke Hutton
Includes: * RFFT2d reference implementation * TFLite framework tests * Basic TOSA tests * Serialization submodule upgrade with support for FFT/RFFT Signed-off-by: Luke Hutton <luke.hutton@arm.com> Change-Id: I2a687e9cf87fb62a26160ea52439ba9830bea36e
2022-11-21Create MI tests for Data Layout: CONCAT, PAD, RESHAPE, REVERSE, SLICE, TILE, ↵James Ward
TRANSPOSE Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I626d9ece0290c5104c9ac42d20be2f9db1e55fa7
2022-11-09Add BF16 support to reference modelJames Ward
* Upgrade Eigen to 3.4.0 (for bfloat16 support) and add work- arounds for reduce.any() and reduce.all() bugs (introduced between 3.3.7 and 3.4.0) * Truncation to bfloat16 now performed in eval() methods Signed-off-by: James Ward <james.ward@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: If5f5c988d76d3d30790acf3b97081726b89205fe
2022-10-26Add TILE bool tests & rename CAST/RESCALE testsJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: If9639a94c8e7322d470a1ca97e9e95d821683629
2022-10-13Rename FLOAT type to FP32Jeremy Johnson
Update tensor operations naming to state input type as TxT in all cases. Effects CONV2D, CONV3D, DEPTHWISE_CONV2D, FULLY_CONNECTED, TRANSPOSE_CONV2D. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ic959acfcb3aa0a910b33b774a5a85fac08219205
2022-10-13Minor fixes & add FP16 support to refmodel testing and conformance genJeremy Johnson
Improve base inference conformance generation: * Change to target specific dtypes required for conformance tests. * Reduce dimension sizes of ERROR_IF tests. NOTE: Will impact tensor, clamp and all ERROR_IF tests. Add option to change seed on conformance generation for extra testing. Stop creation of convolution tests with negative output dimensions. Improve reporting on failing to allocate tensor due to above issue. Fix runner to correctly pass ref model debug flags. Update reference_model examples. Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I992180dcfe265a7d50edfb151c9f38eeaef5c369
2022-10-11Reference model changes for fp16 supportJames Ward
Change-Id: I72f21fcfa153046274969d327313e3349981dbe6 Signed-off-by: James Ward <james.ward@arm.com>
2022-09-21Add simple post commit reference model testing against NumpyJeremy Johnson
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
2022-08-26Align padding for transpose_conv2d to match specEric Kunze
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>
2022-08-24Enabled 16-bit TABLE REQUIRE statementJerry Ge
Signed-off-by: Jerry Ge <jerry.ge@arm.com> Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ib6e81814e022f33e45430e47ca99d6d9f9e0e101
2022-08-11Update RESIZE operator in test generator for spec updatesJeremy Johnson
* 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>
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>
2022-05-31Remove 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
2022-05-04Fix 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>
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