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Change FP_SPECIAL testing to be used for DOT_PRODUCT cases only.
Use default EXACT matching - where zeroes of different signs will
be ignored when testing for equality
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I0461c42258611cae597f693507075b3ef15fbe19
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Signed-off-by: Suraj Sudhir <suraj.sudhir@arm.com>
Change-Id: Ib2b95e73b226d64c4db5ad1ed22c123e04d7e6f9
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Cope with large error bounds with small reference values.
Change how error bounds of NaN are avoided for ABS_ERRORs.
Update SIN/COS compliance to latest spec and use input value as
magnitude.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I55aca59e0255e1cfd255b08edb845c3e33ca7eff
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Signed-off-by: evacha01 <evan.chandler@arm.com>
Change-Id: I5a9a1c63345bd83ca04bc6c2a99b0ef3612971ee
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This changes to use native type serialization and deserialization
for pad_const, clamp min_val/max_val and const data attribute values
whereby fp16 values are stored as 2 bytes each, fp8 values are stored
in 1 byte each, etc.
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Ia95d320fe8c546ce1d1ccc035d6e9bcaadcc9ca3
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Default test range is now rank 0 to 3 instead of 1 to 4
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ibde66b60b58de9f4a3852a3807c01f8dae61206f
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Signed-off-by: evacha01 <evan.chandler@arm.com>
Change-Id: I8c59ecb5a1fb53d0e9bf64333709f9e3cc908b49
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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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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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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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- 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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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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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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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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* 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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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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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I365da379f599e5eca1841e6d299b4005a7b0f082
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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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Correct ref model to produce imaginery values of zero as specification
indicates at certain output positions.
Fix up precise and abs modes for RFFT2D in ref model to produce correct
results and bounds using abs weights.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I33767e4219a260278f7933f28b1799223a95a3cc
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Signed-off-by: evacha01 <evan.chandler@arm.com>
Change-Id: Ie05f88db15cd07fd5483ab669329d7048bd3349c
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Improve access to DOT_PRODUCT generator index and location for debugging.
Enable multiple result files for compliance and improve output.
Fix up precise and abs modes for FFT2D in ref model to produce correct results
and bounds using abs weights.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ide0c9f9f80397e5f1e07ca30a1036d6014b5784d
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Signed-off-by: evacha01 <evan.chandler@arm.com>
Change-Id: I95b931c032ce16c56ee05caab4dd26ea89557b3c
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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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Changed to use pad input of PadOp for testing.
The pad input is now a tensor of tosa.shape type.
moved padding error checking from checkTensorAttributes to eval
modified pad's PadOutputShapeMismatch test generation to avoid
generating output shapes with dimensions <= 0
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I437c86d9a012903458a648667f6693db67b97d76
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Update serialization_lib to store SHAPE as INT64.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ie589cd6670dc79b77df981c81cd7c27b982f20fa
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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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Added DEPTHWISE_CONV2D data generation.
Updated test generation for FP16 and FP32.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I0471d0a1e4e279a27233f4d285082906ceea1bff
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Signed-off-by: evacha01 <evan.chandler@arm.com>
Change-Id: Ib9d0abe0bd8826ca5ac051a5fe6ba18e1ba727f1
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* Int8/UInt8 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>
Georgios Pinitas <georgios.pinitas@arm.com>
Change-Id: Id65fc8773150d3c56bc2c72789a6a0d3c78cd363
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Ie80570146601c470a3be7c04a9d6e1016a7c547c
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Iaf59472cb32e03a92bad87ae9dba1b7548f20268
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- fixed up reshape conformance tests to use shape input instead of attribute
- fixed up tile conformance tests to use shape input instead of attribute
- fixed output and output rank of dim op
- allow rank 0 and rank 1 tensors for tosa.shape values (for shape = {})
- added initialization of rank 0 const_shape tensors (for shape = {})
- Update conformance tests to use new rescale attributes
Signed-off-by: Tai Ly <tai.ly@arm.com>
Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: I6cce0d2a9ab066fe20a2abf9d2cfde3eb3d8c18b
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I7f7449c652844097fec6226bcc32ca765b40bc04
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: If08c560eac171124641dac66d7de9d5053db72df
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I7276f2db39e67314c950e972cc1a97b7796dcd18
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Update and fix REDUCE_PRODUCT compliance verify lib support.
Added compliance test generation with data range to not cause infs.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I3b3004c6caa80d97e330a6393f435f5270b56e21
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Add lower bound to ABS ERROR checks to allow for cancellation of
small values in error bounds checking.
Re-adjust the error bounds multiplier to match the specification.
Fix up naming of verify library info structs.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I3e178c3d7d59fef9c3696178646b23ed2a3ffc61
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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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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I3555e7216d403d436bf6e39d4b16bb000645c4bb
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Icf04afc7fdae8f506ba4710aaa085d6ea53bb5bf
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