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Change-Id: I0a96662eed0466cc2220f88522fb97d3ad221559
Signed-off-by: Suraj Sudhir <suraj.sudhir@arm.com>
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Fix serialization and deserialization of fp16, bf16 and fp8
for pad_const, clamp min_val/max_val, and const values
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Ia39a17d2f395584d5555d2c86cdae7113cf14e3f
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Add serializing/deserializing acc_type to/from ConvAttribute
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I20780056f467952eb8baf6f5e80d242df6f0b33f
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This implements changes required for new Tosa Flatbuffer
schema where Clamp and Pad attributes have changed to use
ubyte arrays to store int or float values.
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I2aa2025422fda4aacaf6d80727060a01a30cee89
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This patch adjusts serialization/deserialization for
ClampOp's new min_val/max_val attributes
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I67f275334fdc8996142b0c4541d55ef65ea66274
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This patch is for RescaleOp multiplier/shift changing
from attributes to inputs
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I2fe3aa3cd37134f36873240c92b387b9610e3f9d
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Change-Id: I436912af95e4aef1b67b140079070168d158ff49
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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This patch implements attribute name changes in tosa
serialization library to align with tosa spec.
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I575e4601f12aee67ec6e3114c68a428b8db9d232
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This patch changes tosa resize op's scale/offset/border
from attributes to inputs of tosa.shape type
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I04750e25f4b01067418eb6123201e845c00ce8d8
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- Add Tosa Sin/Cos operators to the tosa_mlir_translator
- Update thirdparty/serialization_lib hash
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Iea24913d3b295f5ca9fc50488b963e0ab54b11bd
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changes to serialization/deserialization due to removal of
quantization attr in TOSA dialect
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I0903d2c1c62bc50822e6c08bb869ec135c986ff3
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Note that the shift value only apply to i32 data tensor.
Change-Id: I4368146d9e0cdc2243ff822f59489ef5b78148ec
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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Add serialization and deserialization support for FP8 data types.
Also, added deserialization support for BF16 constants.
BF16 and FP8 constants are serialized and deserialized as F32 values.
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I919acd82dc5e0b85024b6403d9623eaa26151aef
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Change-Id: Ifcb33a238ae3acdab9c33e039fb05f45aeb4df1c
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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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
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- 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
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serialize/deserialize FP16 tensors and constants
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Iab75aeda45983f328796f9463a57c69e86ab8f3e
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I8ac71800d922526aad0a7c351ad1943481208cc2
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- 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
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Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I19b86b954574bebdcac42205c65a23e7e43acb72
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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
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Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I86c2d39ff9e3f88dd25d5044f1d2d679e163cc1a
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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
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I6ce5a917cada436f6a80e6d85e670d6cd44e01e9
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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
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Idf45f0a68f551039cc40a69d90aa5c53098bc238
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Rename Tosa Div Op to IntDiv Op in serialization and deserialization
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Iec2d1c4f91a77485f2a61984962872a386f131cb
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I5d173daf4330d4c4761175a7bd2362cd0bf4b420
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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
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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
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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
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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
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ia42e457222b1c81732bfcec2b729f295b17d4e81
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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
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Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: I4aae94438380d394b9c13015aa69ac52f9b73f74
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Added support of unranked tensors
to TosaSerializationBlockBuilder::BuildTosaSerializationTensor
method
Signed-off-by: Dmitriy Smirnov <dmitriy.smirnov@arm.com>
Change-Id: Ia691437b7571f01a4b964a286c6d844eed80af75
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Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: Ic69e006fb9369414f4174e5bb24adadae531775d
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The op builder didn't read the value from operand but only set the
pad_const attribute to zero.
Change-Id: Ia6f16490c3fad42200884a9d3a5118fa5c152b53
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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This reverts commit e1dcee57d8f89cd192411bbec9e8a97b26833bb7.
Change-Id: I7b4c1b12da6530514f9cf09ff7b1e463834fa008
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* Remove zero pad from float attribute serialization
* Remove accum-dtype from tensor ops to match specification
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I36e179fa0736f34f2c34309d8372d1cf3ab3c763
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Align with mlir commits:
9e1a344155c0b78be46348b94cae635b7305326c
11030c7d67a7ac0b469e3fbc53dd7a09b47792c9
Change-Id: I5be0fc084fabc1057a39127b67a1ee9a55e5079f
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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switch padding and pad_const to attribute type.
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: Ic179034d290cca3b3d857a84744da96c485098ba
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Requires updated serialization_lib submodule
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I149680f51242bd45b9a10f7c021f15a59f0ef9c4
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Rationale for making this change:
- The original design only supports a single basicBlock which is no
longer functionaly enough to support Control Flow operators like WhileOp
or IFOp
- Added another layer of abstraction of Region to support multiple
basicBlocks + other corresponding fixes
- There are other companion patches to make the above proposal work
- Serialization Lib: Add TosaSerializationRegion to serialization_lib
- Reference Model: Reference model update for control flow
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ic7eec3c32da87d409819365ba2dc7ef8b9619db4
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Report an error instead during serialization.
Change-Id: Ib53b1c76079909aaf84f643655939d024d7eec0c
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I5e45381c8b573d18c2e3241742c663623961c4d6
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Adds accumulator data type where needed, and incorporates the new submodule
Change-Id: Ice1d5508bd94812b0092e6a6238abb14f1bbc399
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
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Also includes fixes for more recent LLVM
(verified with LLVM commit 72142fbac496)
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I00a2cc4360731d5e63f129dfff9228e30aeedb36
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Change-Id: If77423cbdb354a213677139d6cf4641db2bd6fcd
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Attribute stride and shift are removed, and has new scale and border.
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: Id34072deb46ffce642530cc7499eb777cf9b82fc
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