Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I6fbf969252c1b7699b37b33b3400c650081b9998

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>

TatWai Chong authored Jan 24, 2024 and Eric Kunze committed Jan 31, 2024

This offers dynamism support for slice op.

Change-Id: I4521c072c663a01e03e575e0cbbc8671c832f646
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>

Jeremy Johnson authored Jan 29, 2024 and Eric Kunze committed Jan 31, 2024

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ibab6aa2bbaee95f4ead737249d72e9169298bdde

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: If748c75ac713bb5bd7c7e6bc787ce9993a97a8a0

Tai Ly authored Jan 25, 2024 and Eric Kunze committed Jan 30, 2024

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

Dmitrii Agibov authored Jan 29, 2024 and Eric Kunze committed Jan 30, 2024

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

Jeremy Johnson authored Jan 25, 2024 and Eric Kunze committed Jan 30, 2024

Update serialization_lib to store SHAPE as INT64.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ie589cd6670dc79b77df981c81cd7c27b982f20fa

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

Added DEPTHWISE_CONV2D data generation.
Updated test generation for FP16 and FP32.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I0471d0a1e4e279a27233f4d285082906ceea1bff

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I85595b1ea82e3a9db8e5f654767a911fa58c842f

Signed-off-by: evacha01 <evan.chandler@arm.com>
Change-Id: Ib9d0abe0bd8826ca5ac051a5fe6ba18e1ba727f1

Won Jong Jeon authored Jun 28, 2023 and TatWai Chong committed Jan 25, 2024

Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Id37100ba8bc2ac64b1f54788c6f765fedfab0816

* 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

Won Jong Jeon authored Jan 09, 2024 and Eric Kunze committed Jan 24, 2024

Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Ie80570146601c470a3be7c04a9d6e1016a7c547c

Jeremy Johnson authored Jan 23, 2024 and Eric Kunze committed Jan 24, 2024

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Id0030fbd1b3b7a526dc17e947a433b4957dbf5e4

Also fix the dimension mask out logic that only set batch dimension
to unknown but others won't.

Change-Id: I9e1d2c3bb1d24cba1242103aa2c7609ef0c2c0b3
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>

TatWai Chong authored Jan 12, 2024 and Eric Kunze committed Jan 23, 2024

Dynamic shape model cannot directly run on the refenence model as
the concrete size of tensor is unknown therefore the volume of tensor
is not able to be allocated. Furthemore, the operators also expect
the input model is static-shaped.

This change turns dynamic model to static model prior to execution.

- Add `ifm_dynamic` field into json description to indicate whether
  the model has dynamic shape or not.

- Add the shape inference pass into the compilation pipeline, firstly
  legalize the dynamic tf/tfl model to dynamic tosa model with unknown
  shapes, and then run the shape inference pass with static shapes
  input argument to resolve unknown dimensions.

Change-Id: I5d2ffd452becc562dc30546789705bd01dd7a0b0
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>

Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Iaf59472cb32e03a92bad87ae9dba1b7548f20268

- 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

Jeremy Johnson authored Jan 15, 2024 and Eric Kunze committed Jan 18, 2024

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I7f7449c652844097fec6226bcc32ca765b40bc04

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: If08c560eac171124641dac66d7de9d5053db72df

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I7276f2db39e67314c950e972cc1a97b7796dcd18

Fabrizio Indirli authored Dec 11, 2023 and Eric Kunze committed Jan 11, 2024

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

int8/int16 should be used for the clamping, not int32_t

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I18209ca76cc83d95dc61f20f88344aafdbd72033

Update the minimum cmake version to 3.16 and set policy CMP0135

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Idd96c7a318f9458e39d38cd07cf29b9ac6ee63ad

Jeremy Johnson authored Jan 03, 2024 and Eric Kunze committed Jan 08, 2024

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I466c1a8cb7c4cb3a8f6f18cf9885e7eb5e9819dd

Jeremy Johnson authored Jan 04, 2024 and Eric Kunze committed Jan 08, 2024

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I7b0b14475fc4397baa404d57e03d6ca2f73ea746

Jeremy Johnson authored Jan 03, 2024 and Eric Kunze committed Jan 08, 2024

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

Jeremy Johnson authored Jan 03, 2024 and Eric Kunze committed Jan 08, 2024

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

Dmitrii Agibov authored Jan 02, 2024 and Eric Kunze committed Jan 05, 2024

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

- Found the error for framework test generator when it's not generating
dynamic_shaped tests

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I54bf1422026f7f962d3f6ed0be9bd2e4dade14c5

- 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

Jerry-Ge authored Dec 15, 2023 and Eric Kunze committed Dec 15, 2023

- 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

Jerry-Ge authored Dec 05, 2023 and Jerry-Ge committed Dec 15, 2023

- Added a basic infrastructure for allowing generate network with
  dynamic_shapes
- Added tests cases for
  - batch_to_space
  - depth_to_space, space_to_depth
  - linear

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ie3f13231a74485df64b852f554cfe65e995f0d03

Jeremy Johnson authored Dec 13, 2023 and Eric Kunze committed Dec 14, 2023

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

Jeremy Johnson authored Dec 07, 2023 and Eric Kunze committed Dec 14, 2023

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

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Ife703534594713616a992c460d201a8666c7b770

Jeremy Johnson authored Dec 11, 2023 and Eric Kunze committed Dec 12, 2023

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I35d14e3e9f80198c1da3d267f12bc7a9a055e698

Jeremy Johnson authored Dec 07, 2023 and Eric Kunze committed Dec 11, 2023

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I3555e7216d403d436bf6e39d4b16bb000645c4bb