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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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- 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: Eric Kunze <eric.kunze@arm.com>
Change-Id: I96202b90bff833654735a2f2306eb782d202b6e6
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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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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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* 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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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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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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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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- 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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- Rename attribute: Pool2d, Conv2d, TransposeConv2d -> Pool, Conv, TransposeConv
Signed-off-by: Kevin Cheng <kevin.cheng@arm.com>
Change-Id: If47dfd1ffc57843018d81d674e4386212fd8d4b4
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Change-Id: Ie09a7245176aa799e59622e5118b145833b23590
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
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