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Signed-off-by: Suraj Sudhir <suraj.sudhir@arm.com>
Change-Id: Ib2b95e73b226d64c4db5ad1ed22c123e04d7e6f9
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ideeb67ec4b33b9c6922d6765f4b0eb5ca69bdf89
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Fix CONV2D WrongOutputType FP32 & Pad/Stride/DilationSmallerZero issues.
Fix PAD WrongInputType.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I57fc57c43e63685e05bf5e3d562c3167411fd57b
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This patch implements changes required by the new acc_type field in
ConvAttribute and TransposeConvAttribute
Signed-off-by: Tai Ly <tai.ly@arm.com>
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ib13dbeec4d8920e0ddbcca02b727e7277f2c8d62
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All generator functions now take RNG argument to allow different
random number generators, rather than relying on global RNG
Default behaviour is the same as before using global RNG
Added stable random generation mode
* shape rng based on operator, rank and datatype
* arguments rng based on operator, shape and datatype
* build operands and data rng based on op, shape, datatype and args
Add optional stable RNG test generation to conformance_generator
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I5ee4ff85575a81177fd74ed1617e946bfa3a0769
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Add test list output to tosa_verif_build_tests and test list
capture to file for tosa_verif_conformance_generator
Improve PAD & CONV2D test coverage for tosa-mi conformance
Change to use logging for output to hide info from test lists
Tweak verbosity levels of tosa_verif_conformance_generator
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ic29da5776b02e9ac610db6ee89d0ebfb4994e055
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: I99b70f94aff2ccd4af64875697e124eb60bc5b08
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* Add test for invalid accumulator dtype
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I506e2047623372670b82db6e9c0010fa89802851
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Add RELATIVE verify mode for RESIZE.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I4fe352579507211dae7a048bf080c24426ce42a2
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The type of both start and size of slice are tosa shape type since
0.90. Update the type of these arguments and its usage in testing.
Change-Id: Iff582982ad55d64a792183c6d46c9266510f924c
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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Update data generator for main compliance values.
Add test generation support.
Fixed test set by including large 65k tests that were missing.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I8668c774e01c17e5d999aadf99c317e2dd893857
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Ie80570146601c470a3be7c04a9d6e1016a7c547c
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Test generation changed to only produce static reshape tests
Reference model changed to produce ERROR_IF on inferred shapes
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I92c92a40e7c0e457961bc654630040dff79a750b
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Added indices shuffling and random INT32 support to generate lib
with testing of these new random generator modes
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I058d8b092470228075e8fe69c2ededa639163003
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For RECIPROCAL, RSQRT, CEIL, FLOOR, ABS, NEGATE & IDENTITY.
Improved ULP informational output.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I49644573b4c9a30b2b9d6c9624f2a1d46976a378
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Added Pseudo Random number generator in generate library.
Enabled MAX_POOL2D, PAD FP32 tests to use new generator and compliance.
Fixed verify library exact mode to expect reference data as FP64.
Simplified tosa_verif_build_tests internal interfaces for new tests.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Icc0ffa924cf38107c3a212efd452c47a650c9d98
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I7460ad9eed3ed5c7cec6e855a0303753ed28eb1c
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I0ef7607f4266296a1204c5cccdb5be36f345b5ba
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Operators updated: AVG_POOL2D, MAX_POOL2D, CONV2D, CONV3D,
DEPTHWISE_CONV2D & TRANSPOSE_CONV2D
tosa_verif_build_tests argument --level-8k-sizes used to
allow kernel/stride maximum boundary testing
Fixed bugs in height/width validator function meaning some
esixting avg_pool2d float tests need regening.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I7aeab82d3bd3c49d02d54708f2c9d995cd3cf2df
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Updated to align with corresponding changes to the
spec.
In addition, some ERROR_IF tests have been updated to
match the checks specified by the spec, including:
PAD, SLICE, TILE, TRANSPOSE.
Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: Ie2c5f48e79a5610eb82739170e25057a63dac1d8
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Includes:
* FFT2d reference implementation
* Basic TOSA tests
Change-Id: Ie79fcb713542345d550ec013646810c1e890e388
Signed-off-by: Luke Hutton <luke.hutton@arm.com>
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* Add exclusion regex's to conformance generation
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I15bef7451efd5662065060242d35bd7fa3381487
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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
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I7276dc686d8d18ba44663b73e35ceca2a1cbaadf
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* 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
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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
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Change-Id: I72f21fcfa153046274969d327313e3349981dbe6
Signed-off-by: James Ward <james.ward@arm.com>
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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>
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I25a13540734fa30c0c21b46708dfabbec8c4d1e5
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* 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>
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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
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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>
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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
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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
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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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Fix up issues in existing python scripts.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Id4adab404560c3129c66f31c21ff0ce148283c73
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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
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