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Only generate valid arguments for slice, improving test generation.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Id2db7bd42773e8d182ad814c4295ea4927a035a8
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Override the default input/consts used for each op with biased
random combos.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I7a5eb2b01a47248bc0db5a2f930ad2ac52cc0a67
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Signed integer type is used to retain QMax and QMin no matter what
the value of `output_unsigned` is, but the value of QMax and QMin
are unsigned integer when output_unsigned is true.
Also add a handful of arithmetic helpers to align the pseudo code.
Change-Id: Ie3cd444a290ddae08884186cd4b349a88acad032
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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Now supports shorter "--target-rank 0 1" and the original method of
"--target-rank 0 --target-rank 1"
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ia45a168588c6fca4dcd4cbbf526ac49cb0bdf621
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Also simplify the check to align the pesudo code structure.
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: I6023046026d2784dedd963b2b4d34a1117d45c23
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Signed-off-by: evacha01 <evan.chandler@arm.com>
Change-Id: I8c59ecb5a1fb53d0e9bf64333709f9e3cc908b49
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* Enable showing actual runtime shapeType tensor value when the
--dump_intermediates=1 flag is on
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ibd5aa8aa27505364fbbf9d1addd0bdef0deda885
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I8cd95ed0ae3260eea785e4e0275961534cd1f0c5
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ia3e0d871525840f26948b45658bba71e75d767ea
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Enable testing of broadcastable bias channel.
Change convolution arguments function to calculate workable
convolutions by adjusting PAD size as needed for FP and errors.
Add --conv-kernel build_tests option to allow different sized
convolution kernels
Improve coverage with batch size, specific shapes and kernels
of 7x7 and 9x9
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I59bb737f398f4363cc606b24fea7812b2059bc01
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Set QMin and QMax based on the value of attribute `output_unsigned`.
Change-Id: I7f21f3edd7311295285fb3988b3c800de114777a
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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- Add variable_name and variable_file to the desc.json file
for writing variable tensors to numpy
- Add the key of num_variables in the unit test declaration to
specify the number of variable tensors in the graph
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I1109f66ffed52e49dbb14f4a8aca64baa2bea622
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Make sure the magnitude bias check is not positively biased
Update unit tests
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I00a9470b5e3233ad65360400ed312b0a354130f1
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I749b1b9fbfa32954d8748a860280c86087c08e7f
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- The framework test generation script is broken for some tests
because TF2.16 has an issue with Keras 3.0
- Enforce the script to use Keras 2.0 and we also need to run
pip install -U tf_keras together with this change
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I519aa89c5d5bacf659a809d9eda456bd83b33527
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Iaeed119ff81c8d1363dd26be7468bb53f9d70eae
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ideeb67ec4b33b9c6922d6765f4b0eb5ca69bdf89
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- The desc.json file for variable examples are missing
the variable_name and variable_file fields
- Add those missing fields to silence the error
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ia391d308849efd4111aff98500775ad0f3e741ac
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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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This implements changes due to ClampAttribute and PadAttribute
field changes.
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Ide01e2a27fe3c1ea7794e7a4b6780b7eae436caf
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: I7efc03f16136b2b74f8dfef79a6e7e147c93f4ed
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I5c240eec4385aaa3a6b4bf9533669b91c74c76cf
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Don't sort test lists for original operation to keep original data
generation ordering.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I3194b7d50505b422557ef12b72a9699483640c31
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Make sure output shape is big enough to perform statistical
compliance error checking.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ia7ed7dd19a6c9cb888363f6cbdf0c6943235e0be
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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: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I663a92001bf902cdc5327f386b2e896052a816ff
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Added support to ref model and testing
Signed-off-by: evacha01 <evan.chandler@arm.com>
Change-Id: Iece53d07c8986332fdd8f1ce5ed6265349df1b6a
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Signed-off-by: evacha01 <evan.chandler@arm.com>
Change-Id: I81bb322132daf25328a40342edc62d8e1db9edd6
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This patch implements changes required for RescaleOp's
multiplier and shift changing from attributes to inputs
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I178919727e3220c749dad0ebce141e695868fee0
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Fix problems from ensuring matching op tests.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ib2395110e47c56fea3cf3784a6b872fea7717db7
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- Users have to specify the --test_desc filename argument for using
reference_model
- Update the initTestDesc function to allow users to use pure
command line arguments to specify all test descriptions
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ia23d4ba550aace6c3cd202e21bc8fbe6e0be1cf0
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- Add Tosa Sin/Cos operators to reference_model
- Add conformances tests
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I3f597ddf5dac2c64d6dd6aa15781b40b8468eaa6
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By always using an exact build_tests filter, to stop
extra operator tests such as add_shape being created
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I0fc4dd04276f9cd24c333e6a5c6b40d27d00e6ea
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Improve internal config naming and remove old config info.
Make sure all configs are properly initialized.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I674e23eddc9694237ea4e66a689481c13965eb90
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Requirement to pin has been removed
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I058a8152815238691160bd139fa885877858d55a
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Always create the shift as a tensor for all types in testing.
In the reference model, set the shift operand to be available for
all types, but only read in the shift tensor for i32.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: Ia267cbf8b63ca0a9c97b38e8fb4db83eeb8c0538
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: I55f663c19a1d2579d24b25c7f0d476e56e7e6dd2
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- With the update of ConvertU8toF16 to store F16 data in
- F16 containers instead of F32, need to update the
- function caller to have updated signatures
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I8568120c5e67e837eaf6ec70f8db791c4e33d48b
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This patch adjusts reference model for attribute name changes in
tosa.fb schema, and for obsoleted slice/tile/reshape attributes
also updated examples due to the breaking tosa flatbuffers changes
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I105eb99a4c35f289c5078aed0a7f9cbb6dfe9123
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Add general validateData function used by ABS_ERROR, ULP,
RELATIVE and REDUCE_PRODUCT to find and output largest deviance
from the error bounds.
Clean up naming inconsistencies bewteen verify modes.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ib903faf36f784cacae91edab61d8e489461a727c
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I1fb734285c60f71a74a5815e76ace51ace719400
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This patch implements changes needed for resize op's
scale/offset/border changing from attributes to inputs
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I20db0687fad40711f3ded644af51096292dd05b3
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also check if tensors of start and size are allocated.
Change-Id: I6a72d11ebcb8d0725fe267058dfd792102459427
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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* Int16/UInt16 reference outputs were previously saved to INT32
* Save those in their native dtypes and updated other affected code
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I0c3b7fba096a8cb1ddabef20ad13498b8f46d36f
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Right shift result on i32_t data type only, i.e. other data types
don't carry the shift operand.
In the spec, the shift type is a tensor in MT profile and is an
attribute in BI/MI profiles. Currently we treat the shift as tensor
throughout.
In implementation, since `ternaryExpr` is not implemented in Eigen,
decompose the original calculation into multiply and shift operation
seperately, and execute them via `binaryExpr`.
Change-Id: I349f4969545134ac5f13bc83032cd75cca3e7ba0
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: I99b70f94aff2ccd4af64875697e124eb60bc5b08
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Move remaining ops from using testArgs to argsDict.
All tvg/build_fcn function interfaces updated.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ie886fd931bd74608bda621363100bf8bfd7385e6
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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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