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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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With recent changes for Tile and Reshape operators some input
tensors are now required to have a "shape" type but it's not
supported by the ModelRunner. This patch adds ability to set
input tensors of type TOSA_REF_TYPE_SHAPE.
Signed-off-by: Dmitrii Agibov <dmitrii.agibov@arm.com>
Change-Id: I3b721e933548d0dd72319aeb2de01ae249ccb6a6
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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: Eric Kunze <eric.kunze@arm.com>
Change-Id: I85595b1ea82e3a9db8e5f654767a911fa58c842f
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Signed-off-by: evacha01 <evan.chandler@arm.com>
Change-Id: Ib9d0abe0bd8826ca5ac051a5fe6ba18e1ba727f1
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Id37100ba8bc2ac64b1f54788c6f765fedfab0816
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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: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Id0030fbd1b3b7a526dc17e947a433b4957dbf5e4
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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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Add support for Fp64 tensors in the eager runner's
helper functions, when precise mode is enabled.
Signed-off-by: Fabrizio Indirli <Fabrizio.Indirli@arm.com>
Change-Id: Ib737c0d18fb1c7ac40ce6ea03a4fbcefae88ba5c
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int8/int16 should be used for the clamping, not int32_t
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I18209ca76cc83d95dc61f20f88344aafdbd72033
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Update the minimum cmake version to 3.16 and set policy CMP0135
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Idd96c7a318f9458e39d38cd07cf29b9ac6ee63ad
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I7b0b14475fc4397baa404d57e03d6ca2f73ea746
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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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The operators API generated by the script is no longer used
and could be removed from the project.
Signed-off-by: Dmitrii Agibov <dmitrii.agibov@arm.com>
Change-Id: Ia611b069463b3aded7d6546987c2323674184673
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- For Casting from Float to Integers, if the input float is greater
than INT_MAX, an overflow will happen when calling rint which causes the
clipplings to be ineffectives
- Moved all the range checks and clippings before rint to avoid this
issue
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ic189d59685b6d36464e3ef26766665148a660a14
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- With input of 2147483648.00, the output overflows to -2147483648
- The root cause is the following:
- std::rint still returns float, the existing implementation is
forcing a cast from that float to int32_t
- when the input is over INT32_MAX, the output right after rint will
overflow which casues the clipplings later to be ineffective
- Instead, perform the range check before rint
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ib5a8cfd98aea17e326f8b11097beeb2d2b3efac9
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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: Eric Kunze <eric.kunze@arm.com>
Change-Id: Ife703534594713616a992c460d201a8666c7b770
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I35d14e3e9f80198c1da3d267f12bc7a9a055e698
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I3555e7216d403d436bf6e39d4b16bb000645c4bb
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Some operators (e.g. Concat) expect list of tensor as an input
parameter. Currently operators API does not support passing
such parameters from the client code.
In order to enable it:
- Add new type tensor_list_t
- Update operators API generation script to support new type
- Add unit test for operator Concat
Signed-off-by: Dmitrii Agibov <dmitrii.agibov@arm.com>
Change-Id: Ib2f61bcea5e5ecabf56ce031d905cb46a4cc68ea
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Implement support of int16_t inputs through int32_t underlying storage
buffers. Values are upcasted/downcasted as needed through explicit copy.
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Change-Id: I3752d98531c859002539bf1cb65413ceeff05e95
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Use platform agnostic format specifiers for `int64_t`.
Change-Id: I002d94c1a0c0431ec09fc165a584a8f4b3ddc17d
Signed-off-by: Jack Frankland <jack.frankland@arm.com>
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Support relative desc.json paths in refmodel of just "desc.json".
Catch when generate and verify library paths are None and provide
help in tosa_verif_check_result.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ie52ac399ea002e5fcdcc1eec3d9df6153a778e88
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Icf04afc7fdae8f506ba4710aaa085d6ea53bb5bf
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FP16 support for all existing operators for compliance:
* DOT_PRODUCT
* ULP
* EXACT
* ABS_ERROR
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I8d25448a793375b53880da3787d8f839767f02cf
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I750ef5d3c95daca10e7717437ed375a81b434582
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Limit CAST input tensor to maximums of output type to avoid
saturation and infinity.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I33350a4ce0ec828da7d2e7aa8cd3183a89a97431
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POW - there are now 3 test sets to cover random ranges. Also added ROUND
mode to data generator to force integer exponent values.
LOG, EXP, RSQRT, REDUCE_SUM & FULLY_CONNECTED - have had their ranges
reduced for each test.
Fix generate library configuration defaults and checks.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ie5d3bd78f690cc787a2ca4eb9b4bd6808bd9238c
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* Change ignore list in generate_api.py to generate operators
information.
* Fix serialization attributes mapping for operator FFT and RFFT
* Add a unit test for Fft2d and Rfft2d operator
Change-Id: I3ad7a77a3c46aa586834188bab42cbdcc423e834
Signed-off-by: Dhruv Chauhan <dhruv.chauhan@arm.com>
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Id6229cfaccad866b110630119eb045dbf6453bf5
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Increase exp2 allowed range to account for denormals.
Minor adjustments to verify to match spec updates for pseudo code.
Set ranges of activation function inputs to match spec.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I6fcf665932ac2c9080e284b865da8f7746801f59
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Make test_verif_result_check output to only say result files
are non-compliant as it may not be implmenetation result issues.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I14d10a7ee3aeff7802b6b173280d9f2054760a08
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Fix test set 4 to have more symmetrical data set for AVG_POOL2D.
Increased size of AVG_POOL2D test shapes to meet MIN_DOT_PRODUCTS.
Print out sign of bias magnitude in verify library to help debugging.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Icf139cf5788cbc68f2c537567bdfb4cfe31274df
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The bias operand of the fully connected operator must be a 1D tensor
either equal to the output channel size or of size 1. Previously we
asserted the former case, we now include the second case.
Signed-off-by: Jack Frankland <jack.frankland@arm.com>
Change-Id: I07dbc8a3aa1650703e5c50e1e7f36bb9539fd5db
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- Add a new command line option to allow users to specify a custom
defined dll library
- Add a custom registry to store all registered libraries
- Add a dummy example (custom_op_example.cpp) for demonstrating this new
feature
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I7c360835933f77e33fcbd772cabfe01d82282d47
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Added new ABS_ERROR mode to verify lib and ref model.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ifb78290675833d3df7df91a4d6cef336b02b64a4
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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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Add support for local_bound attributes.
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Ie1acb65ca2495fb7d1512bf120568c695635d631
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Updated shapes to meet MIN_DOT_PRODUCTS.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I82297917c009b3120306f8a9bb965209d109ef8d
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Add extra tests for FP32 REDUCE_SUM that meet MIN_DOT_PRODUCTS.
Plus improved dot product test generation skip information.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ia8198a9500ddddfc86c5bb84230b9a4edf5ffd50
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Added main inference compliance mode data generation and verification.
Improved error reporting in tosa_verif_build_tests.
Fixed pseudo random invalid range check.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ib538b5999444d67704ebc322be3c7becbe5ad206
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