Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I89ae9523f2f266dd30c6e5cd44e35648ae2c87d9

Remove use of makeArrayRef because llvm has deprecated it

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Ie53bc501d6be32fad9abfffb7ba70e523b3a41c6

Change-Id: Ifcb33a238ae3acdab9c33e039fb05f45aeb4df1c
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>

PadOp's padding input is now a tosa.shape type.
Changed serialization of PadOp to not store padding as attribute.
Changed deserialization of PadOp to not restore padding from attribute.

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I8a622978ea184b8d2779d311adba629c1a0d1fbd

- Add serialization/deserialization of tosa shape ops.
- Changed TileOp's multiples from attribute to shape input.
- Change 'shape' attribute of RESHAPE to an input

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I4329e621fd7637b1a3491c195fbda77d2a0ad23a

serialize/deserialize FP16 tensors and constants

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Iab75aeda45983f328796f9463a57c69e86ab8f3e

Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I8ac71800d922526aad0a7c351ad1943481208cc2

- CustomOp's two attribute names have been changed to
  - domain to domain_name
  - operator to operator_name

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ib9d032ed9c1a25e3740d9fc8e854369a71736329

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I19b86b954574bebdcac42205c65a23e7e43acb72

This fixes deserialization for the change of MulOp shift attribute
from I32 to I8

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I29d8022caee94622a119648624246b09148e2bfd

Tai Ly authored Oct 11, 2023 and Eric Kunze committed Oct 19, 2023

This patch fixes deserialization of Pad Op's padding input
to have shape {rank(shape_1)/2, 2}

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Ia9cee740b75985a5c605503ee4c97b9df220de0a

This patch implements deserialization of variable,
variable.read and variable.write ops.

The variable ops are deserialized before the function.

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I029bdf087576e97cacab469386863e6d1baf855c

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I86c2d39ff9e3f88dd25d5044f1d2d679e163cc1a

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I58f5a4696343697cd0c6b9d5dc1494ddaa1a2376

Check the operand data types to determine whether the RESCALE is
operating on signed or unsigned values for the signless type.

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Ie6fb4f4c128598dccefdded10774a0af0238eede

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I6ce5a917cada436f6a80e6d85e670d6cd44e01e9

This adds serialization and deserialization support for:
  -  unranked tensors (eg, *xi32) and
  -  tensors with dynamic shapes (eg, ?x?xi32)

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Ib2943333d8e3a199cf8a909b6db7197150666700

Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Idf45f0a68f551039cc40a69d90aa5c53098bc238

Rename Tosa Div Op to IntDiv Op in serialization and deserialization

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Iec2d1c4f91a77485f2a61984962872a386f131cb

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ice6bf731b4a6892e2b721bc8f8074a5f4e4f10fa

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I5d173daf4330d4c4761175a7bd2362cd0bf4b420

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Iae97d2827b697fb900a5f9ca8e47bc6904509ce7

Added deserialize accum_type attribute for AvgPool2D Op
also fixed serialization of accum_type attribute for AvgPool2D Op

also updated third_party/serialization_lib hash

LLVM_REFSPEC:  refs/changes/23/532123/2
TF_REFSPEC: refs/changes/34/699334/5

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I2084f33e60d1bf8f76958b320a96fc1f3a94d95c

This fixes previously introduced bug where the input_zp was
dropped from the PadOp serialization.

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I42fec4a2cdad0ab1ea3cc2f188c4f4c4467583b0

Tai Ly authored Jul 07, 2023 and Eric Kunze committed Jul 12, 2023

This fixes serialization and deserialization of Pad Operator's
constant value attributes that is integer data types other than I32

also fixed serialization of F16 constants to not crash, found in
testing

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Ic3987aad0e11b612de591eaeecd308d599d174e1

Tai Ly authored Jun 30, 2023 and Eric Kunze committed Jul 12, 2023

Changed to support new data type of Rescale shift attr: DenseI8ArrayAttr
(instead of DenseI32ArrayAttr)

LLVM_REFSPEC: refs/changes/55/532955/1
TF_REFSPEC: refs/changes/50/700450/3

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I8f176ab95e167a8c4a0d3da605384509cf083d5e

Fix deserialization issues due to Axis attribute type
changing from I64Attr to I32Attr to match the TOSA spec.

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I16b6e4ef8c7e0db988f1ccec814face70302efa1

Fixed dDeserialization of Table const to have either I8
or I16 element types based on input element type
eventhough table const is always serialized as int16_t values.

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I5d9972ba6a97a709003d73741c91bab31be06cf7

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ie5687f9eda2208e86a5d1d50d073d59edf434524

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ia42e457222b1c81732bfcec2b729f295b17d4e81

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I82f52fc3da7d6ea873c4822bb7089bf90ce10208

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I5a8df06bc07718e6245bf2b1739bba1e26d54b4a

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I7e43e5f967e846ef7a56064e2f1ce5a19939ac26

This BuildMlirFromTosaFile API deserializes a tosa fbs or
json file and returns a mlir module as OwningOpRef<ModuleOp>

This also refactors the existing deserialization passes
to use the new API, and then copy the deserialized module's
main function into the existing function, and copy all
attributes of the new function and new module into the
existing function and module.

This allows testing of the new API by running deserialization
passes.

Here is an example showing the attributes on the deserialized
module and functions:

module attributes {tf_saved_model.semantics, tosa.description = "Tosa FBS Converted", tosa.fbs_version = "0.70.0d"} {
  func.func @main(%arg0: tensor<1x256x256x3xui8> {tf_saved_model.index_path = ["input_0"]}) -> (tensor<1x1x17x3xf32> {tf_saved_model.index_path = ["output_0"]}) attributes {tf.entry_function = {inputs = "tosa_de
serialized_input_0:0", outputs = "tosa_deserialized_output_0:0"}, tf_saved_model.exported_names = ["tosa_deserialized"]} {

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Ia6c0202ef43ce5d37788cd459ed7c3f8424dd619

This changes serialization and deserialization of while and if ops
to use regions instead of blocks.

also changed deserialization to preserve original ordering such that:
tosa1->deserialize->serialize->tosa2 => tosa1 == tosa2 most of the time.

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I539076788bdc466ba1881d955af349e6b4924ed8

Pad constant attribute requires scalar values (instead of 1D tensor)

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Iae0bf49b1b404c7b93d515a10b182c3906054e70

Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: I4aae94438380d394b9c13015aa69ac52f9b73f74

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Ib156f187a034f0d7c485cec755c51ddca773a752

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I2919607a4a625dd0fabab176b9452e21e937563b

Change-Id: Ibd6b17cf38ff29ead307d180c45afed199cb525a
Signed-off-by: Dmitriy Smirnov <dmitriy.smirnov@arm.com>