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2023-11-09Update CustomOp's attribute NamesJerry Ge
- 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: I382ff2cf98da0487f096938c3693428e91dce386
2023-11-01Add support for local_bound attributeEric Kunze
local_bound is used to determine when fast convolution algorithms can be used in implementing the operation. Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I9970a2544e90a620f46ac4d3d01cec90a15710a9
2023-09-19Add variable_name to tensorsTai Ly
Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: Ia142c8b1a9e0869daefb3eef71100fd0c2a0effc
2023-09-13Update version tags to 0.90 draftEric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I4163390599afbbc93b02e3e72b2fe0f53a0bcf06
2023-09-07Add new signedness attributes to RESCALEEric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I96202b90bff833654735a2f2306eb782d202b6e6
2023-09-06Enable backward compatibilityv0.90a0Jerry Ge
Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I572ae70f8d693c89739ab892a31157235700c3f2
2023-08-23Add is_unranked flag to TensorsTai Ly
This adds a bool field, is_unranked to TosaTensor in tosa.fbs to indicate whether a tensor with shape = {} is an unranked tensor or an 0-D tensor. For older tosa files without this field, the default value is false. Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: I86950050b522565509863c483cd3a3c1c50f8f69
2023-08-22[Serialization_lib] Support StatefulOps for TOSAJerry Ge
- Add variable in TosaTensor to schema file - Update TosaSerializationTensor regarding variable change - Rename internal zero_pad() and expose interface as ForceAlignTensorData() Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I36fa64eb0802cb5b8d3564ea7233460ef8c9f539
2023-08-21Add assertion message to avoid warning message for C++14Won Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: I95e82ac2d7c6e412f6cda0c9ffb2fb94d25af1d2
2023-08-18[fix] explicitly declare template specialization for readFromNpyFileTatWai Chong
Not all compiler/linker can link the typed call side to the desired type of specialized template function without having explicit declaration in the header file. Dtype mismatch will happen during reading numpy file when wrong caller-callee pair linked. Change-Id: If97c2a12d9cb602e08c8c31e828f85577cf002e6 Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
2023-08-10Add DIM operator to serialization libraryWon Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: I7c68f94a088e206c99d34d152601cf342bff5541
2023-08-02Simplify overloaded writeToNpyFiles and readFromNpyFilesTatWai Chong
templatize these functions instead to reduce redundant code. Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Change-Id: Ie8b6f7d2b489c3508fea72481ce38f0db6d0c490
2023-07-18Update to use GenTextTai Ly
changed GenerateText to GenText, with reversed return polarity. updated flatbuffer to v23.5.26, and regenerated headers Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: I7278dfe9c7b55b9afbe2329e3058b63a1cdce586
2023-07-05Support reading anydtype into a 32-bit bufferJerry Ge
Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: Ic6b43539fcb2d75c5614d3addccd24a06e9f2a31
2023-06-07Add ERF operator to serialization_libWon Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: Idc253e51e7a613cfc0c7da653073a71bf0fcb162
2023-06-07Add u8 array to float conversion checkWon Jeon
Signed-off-by: Won Jeon <won.jeon@arm.com> Change-Id: Idfd668b0ce8f8f587e00ca7b03063ce58d789ac4
2023-06-01Update version to 0.80.0 draftEric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: Ie046531ee1d6a3977760aa3f8013f326e7c071f9
2023-05-25Remove draft tag from 0.70 serialization libraryv0.70.0v0.70Eric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: If99d07bdad463346da957b6fa16231f818b86728
2023-05-23Change default value for draft versionEric Kunze
Default draft = True means that a TOSA flatbuffer with no value stored for the draft flag is true. Serialized TOSA with draft = False are release versions. Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I1304292ef83008a61a2a72e03171d00d5fe13442
2023-05-19Support int16, uint16, int8, uint8 types numpy reader/writer for ↵Jerry Ge
serialization_lib Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I287fcda4e895ecfc35083d6cb02140a251c0deb5
2023-05-18Modify TOSA schema to force version to be writtenEric Kunze
Previously if the values were the default, they would not be written to the file Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: Ibdf13d3ce672d3e8f062a7853d65a966ab5b0877
2023-05-12Support updating serialized tensor shape for shape inferenceJerry Ge
Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I44b9fd37e8890bfec02c647857a43bcb6800da80
2023-04-04Add readFromNpyFile and writeToNpyFile for double dataTai Ly
Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: Icc023cbe6aa8843cc37d25e740bc6ce05bb7abb2
2023-03-16Update version to 0.70.0 draftEric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: Ie139b262f7bd5966e72a3535ac2253e13d7b3604
2023-03-08Update version number to 0.60 for releasev0.60.0Eric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I2eb93e6e88ee358c9ec9562c3b4d876eb41cc38c
2023-02-27deserialization bug fixTai Ly
Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: Ib53f093ce6ae72974193057f7c46edd784753e11
2023-01-23Remove accumulator attributes from all but AVG_POOL2DJames Ward
* Also add missing CustomAttribute.py (flatbuffers generated file) Signed-off-by: James Ward <james.ward@arm.com> Change-Id: Ib71847e03d622995dd86afcb6ec9ed2bc147ee7a
2023-01-18Schema changes for CLAMP, PAD float attributesJames Ward
* Float attributes now serialized as uint8 vectors, but treated as floats at input/output to serialization Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I417b0fabe0ef11fea263fe937b57d49bbfdb00da
2023-01-13Add FFT2d and RFFT2d serialization supportLuke Hutton
Signed-off-by: Luke Hutton <luke.hutton@arm.com> Change-Id: I79b3684ae1cf24e71ec7098ed7db5be5bc2f6fb2
2023-01-04Add attributes to serialization of custom opEric Kunze
Change-Id: I4a1d7675b247efcf34aadd59eac17b966e3705af Signed-off-by: Eric Kunze <eric.kunze@arm.com>
2022-12-15[region] Add TosaSerializationRegion to serialization_libJerry Ge
- Rationale: add this fix to support constants access between multiple blocks by another layer of abstraction called Region - Changes: - flatbuffers schema update, regenerate header files - add TosaSerializationRegion for the handler - other relevant fixes Signed-off-by: Jerry Ge <jerry.ge@arm.com> Change-Id: I4bb72503abfd629ae017d2f905184efbab244aa8
2022-12-07Update revision to 0.51.0 draftEric Kunze
Change-Id: I6adfd59be1799fc004c9051daa409c902bc4bd1d
2022-12-06Update serialization lib version to 0.50.0v0.50.0v0.50Eric Kunze
In preparation for release Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I58337a835b2afa47f80f27e4a0ebc70836a544ab
2022-10-26BF16 support in TOSA serializationJames Ward
Change-Id: I98072019e3dbbf1eab0bc95f74a4546ed82519db Signed-off-by: James Ward <james.ward@arm.com>
2022-10-04Rename FLOAT type to FP32Jeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I2cd6ae85f59fd62a62b7f03ae9667228b54e82db
2022-10-04FP16 support in serializationJames Ward
* Allow serialization of fp16 data * Add package to support integrated half data-type (half_float::half), independent of native float: http://half.sourceforge.net/ * Allow passing of accumulate data-type in serialization Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I54357f02e3776d81958228f699ea5044f2014f4b
2022-09-13Update serialization lib to flatbuffers 2.0.6Eric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I64ac03a2fa8711c2050efd5fedbc34a4c2a67bd5
2022-09-08Increment revision to 0.41 draftEric Kunze
Change-Id: I34cc007cb9efc659fe772299217b9178cead9ce0
2022-08-30Remove draft tag for 0.40 releasev0.40.0v0.40Eric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I9ca5eb956b2ea7eb01e34ecbfb250748abdd0f04
2022-08-29Update version to 0.40 draftEric Kunze
In preparation for version 0.40 release Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I8c02f88bf8af7bdc6f23671bae057748f612e820
2022-08-03Update TOSA resize to match specificationTatWai Chong
Attribute stride and shift are removed, and has new scale and border. For serializing int16 attributes, add a new member vector container and a building function to do so. Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Change-Id: I6d101a37d294dcf0a4d5bbb6c64bfa3c49a98f9e
2022-07-06Bump schema version number to 0.31 draftEric Kunze
0.30 is released, future schema changes need a new version number. Change-Id: I812d6f2a2539b21f902990298bda570cb1166a42
2022-06-16Remove the draft tag from the schema for v0.30v0.30.0v0.30Eric Kunze
Preparing for v0.30 release Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I5426515f7cf0f83c9f606050969c94667f2dabb9
2022-06-15Remove quantinfo typesEric Kunze
Any needed information has been moved into the attributes for each operator. This aligns with the structure of the attributes in the TOSA specification, and generally simplifies the code. Change-Id: I8243e91b09de1a9115f8af09c5e7def7e8f2866b Signed-off-by: Eric Kunze <eric.kunze@arm.com>
2022-06-13Remove dilation from transpose_conv2dEric Kunze
The specification does not have dilation for transpose_conv2d. Removed dilation from the attributes for transpose. Rename outpad to out_pad for transpose conv2d to align with specification Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: Ifb0fb7121a6bf33601420366ce86f2f0b56353de
2022-06-13Update serializer version numberEric Kunze
Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: Id8ada4e2f0bcd2048c8bb9d0a20909c674bb637b
2022-06-13Increment version to 0.25Eric Kunze
Also insert the TOSA file identifier in the flatbuffer. Reports a warning if the identifier is not present when loading. Signed-off-by: Eric Kunze <eric.kunze@arm.com> Change-Id: I1cd4a9cc78e898ba5015e29be1c65cb640dd6a00
2022-06-07Change to flatbuffers 1.12 as the submoduleEric Kunze
The code should be compatible with both flatbuffers 2.0 and 1.12 through try/except blocks. Generally other projects seem to still be using 1.12, so move the submodule back to 1.12 for maximum compatibility. Change-Id: I9733c7df0a7e4226f87473e19e48d3a80a3db6c6 Signed-off-by: Eric Kunze <eric.kunze@arm.com>
2022-06-07Align the serialization schema with TOSA 0.24.0 specificationTatWai Chong
The operators are pool, conv, reshape, slice, transpose, and table. Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Change-Id: I425ab407e699159f75834f31ad2d48e206c71749
2022-05-26Add support for uint16_tJeremy Johnson
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: Ieab5c56db49549726dd5efb0d9b728713fc6f86a