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Change-Id: I1a52c596ea225355fe505f783d875a01023ff63e
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This patch removes the "type" field from PadAttribute and ClampAttribute
because they are unused and unneeded.
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I378291b340ecee86824f25b3887aa4511207db23
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Adds type to PadAttribute and ClampAttribute so their pad_const
and max_val/min_val can be deserialized according to type
Adds conversion functions of U8 arrays to/from BF16/FP8 values
Also, refactor and expose TosaSerializer.convertDataToUint8Vec
for converting dtype/data to uint8 list for serialization
And modify convertDataToUint8Vec to serialize bf16 values into
2 bytes each, and serialize fp8 values into single bytes each.
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I05659e8187c76d359f1cc9f71c8c23cafd0e877f
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This adds acc_type to ConvAttribute and TransposeConvAttribute
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I73bab71b2eb90f6451fadee21d5bed1811ecbfd7
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This patch implements following changes to attribute fields:
- PadAttribute: delete padding field, replace pad_const_int
and pad_const_fp fields by pad_const, a field of
ubyte array
- ClampAttribute: replace min_int, max_int, min_fp and max_fp
fields by min_val and max_val, fields of ubyte arrays
- RescaleAttribute: delete multiplier and shift fields
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I5b075d29677cffca9ff2292708141d48410e7e72
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removed attributes for Reshape, Slice and Tile Ops
renamed field accum_dtype to acc_type,
renamed then_branch/else_branch to then_graph/else_graph
renamed cond_branch/body_branch to cond_graph/body_graph
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I2001f19519987d9e64c18b1f11762f9d3b9be4ec
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- Add Tosa Sin/Cos to the serialization_lib schema
- Generated related header files with the new schema
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: If424ff2b64538e8ffd5342b6ebb9a022537d5c4c
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Ife50592890be020b6c6122581eeb2175c8f331e0
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Added tosa shape ops to tosa.fbs
also added convert I64 to and from U8 for storing const_shape data values
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I1e938dec7398fbcbe5be657dad65cdd61af5b597
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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: I382ff2cf98da0487f096938c3693428e91dce386
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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
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Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Ia142c8b1a9e0869daefb3eef71100fd0c2a0effc
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Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I96202b90bff833654735a2f2306eb782d202b6e6
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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
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- 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
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: I7c68f94a088e206c99d34d152601cf342bff5541
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Idc253e51e7a613cfc0c7da653073a71bf0fcb162
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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
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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
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Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Ie139b262f7bd5966e72a3535ac2253e13d7b3604
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Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I2eb93e6e88ee358c9ec9562c3b4d876eb41cc38c
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* Also add missing CustomAttribute.py (flatbuffers generated file)
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: Ib71847e03d622995dd86afcb6ec9ed2bc147ee7a
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* 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
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Signed-off-by: Luke Hutton <luke.hutton@arm.com>
Change-Id: I79b3684ae1cf24e71ec7098ed7db5be5bc2f6fb2
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Change-Id: I4a1d7675b247efcf34aadd59eac17b966e3705af
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
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- 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
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Change-Id: I6adfd59be1799fc004c9051daa409c902bc4bd1d
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In preparation for release
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I58337a835b2afa47f80f27e4a0ebc70836a544ab
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Change-Id: I98072019e3dbbf1eab0bc95f74a4546ed82519db
Signed-off-by: James Ward <james.ward@arm.com>
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I2cd6ae85f59fd62a62b7f03ae9667228b54e82db
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* 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
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Change-Id: I34cc007cb9efc659fe772299217b9178cead9ce0
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Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I9ca5eb956b2ea7eb01e34ecbfb250748abdd0f04
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In preparation for version 0.40 release
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I8c02f88bf8af7bdc6f23671bae057748f612e820
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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
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0.30 is released, future schema changes need a new version number.
Change-Id: I812d6f2a2539b21f902990298bda570cb1166a42
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Preparing for v0.30 release
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I5426515f7cf0f83c9f606050969c94667f2dabb9
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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>
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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
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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
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The operators are pool, conv, reshape, slice, transpose, and table.
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
Change-Id: I425ab407e699159f75834f31ad2d48e206c71749
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ieab5c56db49549726dd5efb0d9b728713fc6f86a
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Main branch is now 0.24.0 draft version.
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I053fc2f87c05e3237c10a8d41b1833591087651a
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Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I928b5ebb90b148acddff4a1a6c9e05e1791196a8
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- Remove RELUN op
- Add pad_const to PAD op
- Make padding as an attribute of PAD op
- Make perm as an attribute of TRANSPOSE op
- Make table as attribute in Table op
- Fix typo in operator.def
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: Ifcaa4ad686578cf814345ede8e7f37f0a04fd8ea
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- version number now encoded in serializer as well
- rename experimental to draft
- rename internal function from FreezeBuilder/InitWithBuf to Serialize/Deserialize
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I70cb07832fdf66c6bde3d18aadf1f3646765887e
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- Rename attribute: Pool2d, Conv2d, TransposeConv2d -> Pool, Conv, TransposeConv
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: If47dfd1ffc57843018d81d674e4386212fd8d4b4
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* In line with the TOSA spec the DIV operator has been renamed INTDIV
Signed-off-by: Matthew Haddon <matthew.haddon@arm.com>
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I17407dd50985d117e2e565ffb45afb3424e5a139
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separate numpy files now.
Change-Id: I9d757ee3bdc637595732b06c5319d1dc957eaf96
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- Remove IdentityN and Placeholder
- Add Div
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: I2f01fe8d37a6d1cabba2101283059cb6ed678ec2
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