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Also include the release version of serialization lib
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I0c79b58cbfd96ed9bb6189740a75749d91a06390
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input_unsigned and output_unsigned were added to the specification.
Older TOSA files with uint data types are still supported.
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I059484086887c3bd5e1af5b1aac0dacf0703f827
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This patch adjusts for API changes in Serialization_lib: "Enable backward compatibility"
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I59752a3ba7981c356634b911160cedf30fb2599e
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In tosa_test_gen.py, change output_shape for
dim operators to [] instead of [1]
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I8e7901e02831e9a467bce17e55e9379cb5f1b739
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Compress flatbuffer JSON files for conformance to allow while_loop
tests to fit in the 30MB file size limit.
Do not include new SHAPE type in usable DTypes so that selection of
ERROR_IF tests are not changed.
Also enable strict json mode for flatbuffers.
Change-Id: Id89a9963244c34769a4662f9951adde0aa3334d9
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
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remove unnecessary change of tensor shape array for SHAPE data type
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I8e6ca98448188a1c30f9d29c22b3194d327b17ac
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Id5820033bb3cc98b5e284237a91b22ffd54a80e3
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: I9504fa05b93417182a76aa74743f779db3036594
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Iea11ee5d3d98773e9c5e9b827593c05afb41ce3b
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The double quotation mark is not always appear in the assembly output
of operations. Remove it to easier capture general printing pattern.
Change-Id: I59301daa07abd905de7259f8ae527a74b1ce5a6c
Signed-off-by: TatWai Chong <tatwai.chong@arm.com>
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add support for bias broadcasting for operators:
- conv2d
- conv3d
- depthwise_conv2d
- transpose_conv2d
- fully_connected
could not add framework test for this because tf.nn.bias_add requires
bias size to match channel dimension.
manually tested reference model evaluation on tosa mlir with bias size
of 1
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I70d29d231a63fc03b10e3006cbd6b16b53cca1f2
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I17227adfca203f353e51ae9297f7e01f8d7edbe9
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Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I22939e75a08349816a9c103eb7312edcec53855e
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* Add deprecation notice for conformance_tests repo
* Add deprecation notice for framework tests in conformance
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I92b17f4d6d993e47f30d7996a18fc13b934c4cdf
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Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I8645382983c257e5102982d487283560088e2d2a
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Reuse the name deduced from the test run in results.
Also move most string formatting to f strings.
Move path handling to pathlib from os.path
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I44c7786d4b7af44306e218ff49608df35d4521a7
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* Update Flatbuffers version
* Allows consts to be saved as inputs
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ibb9e38d381f8229bfca65b559e35c9ded889c384
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Signed-off-by: Jiacheng Liang <jiacheng.liang@arm.com>
Change-Id: I473adc1525319b5574ee0e36d10a530277d9215d
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- The previous ref_model was allocating the memory for all tensors in
the graph upfront which is unnecessary and wasteful.
- This patch changes to only allocate initial input tensors on the entry
point using the allocateInputTensor() function.
- The output tensors are ensured to have been allocated before executing
a node. The output tenosrs are the inputs for the next node.
- When a node's evaluation is finished, its input tensors will be freed
if they will no longer be used by anyone else.
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ibb3e8c9e6344f6cd9eb20532a03b2097b93247f9
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Name of the test can now come from the json description
rather than inferred from the directory. Old method remains to
keep functionality with older tests
Change-Id: I79f872103ae6a101b5cc799af91c933839f28dfb
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Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: If30b329905aad9e520e4a9a3ac1dffccd37bb0e9
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- Also added run clang-format to pre-commit runs
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I4e59ac0afbaa30dce0773aa63d92a1a3b119e2f3
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Temporarily disable the json to numpy pytest
Otherwise will load as the wrong dtype
Also update the flatbuffer module version to match
tosa_mlir_translator
Change-Id: I40999f631adb1b230bc8a8b891e0955dd67371f0
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I7015de6989940a535a12b737432e5efa8304d9a3
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Also move a large amount of redundant code to a macro
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Ib1dcb2ce15e56076e444a4739c4d1292389c4a78
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Signed-off-by: Jiacheng Liang <jiacheng.liang@arm.com>
Change-Id: Ie31041cbcd01f6290be06eabfe5c619123ae989f
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Ib954db4f8f2fd5008e95d5651a6e84a8f5b7161d
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I1f2cfbc90ecb81eb072d3d28bebd13e69f47e939
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: I6fba6907cef0616c18dc461dbb92d2aceb582f6c
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With the following patch merged, the tosa serialization_lib is
able to read u/int8, u/int16 in their native dtypes:
https://review.mlplatform.org/c/tosa/serialization_lib/+/9871
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I5e63fb70b055cc5ee33e7dc26237eef9bedeac30
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Iff31b33b818a181371904915d5477a169513aa2e
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Would cause unresolved symbols to appear when building in
release mode.
There are a couple of minor compiler warning fixes as well.
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I0f7e9a8771442a6e3c848edfe034ef534d0d8ca7
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Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Ib42b867287b83a183a0d0fb1f1eb29974f58fae4
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Signed-off-by: Grant Watson <grant.watson@arm.com>
Change-Id: I1296f968baca335ea88691bc973e2d01b2aa2c5b
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This patch adds BoradcastTo Op to the tf tests.
Did not add tflite testing because the tf.lite.TFLiteConverter converts
tf.broadcast-to to tfl.mul by 1.
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: Icd372e619c318121c19eca87d5716bcd5fbbbb23
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Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Change-Id: I45287af6b33cf07383250dc962a97728e65697a7
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shape_list is global while the custom_shape is only applicable for a
single operator, need to make a copy for the whole shape_list when
dealing with custom_shapes
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I2c5b87cb6fcaa153b0ccfe5827bae814b9cfe2b9
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I7460ad9eed3ed5c7cec6e855a0303753ed28eb1c
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ie45cc27433f5dbce3fadc90014dc5cc8e36a9950
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Adds utility functions that enable compliance verification of TOSA MI
operators; as per section 1.8.2 in the TOSA specification.
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Change-Id: I0cced0ff8875ac8d78b1943211438713d1c51b88
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- Allows axis attributes to be treated differently to other arguments in attribute.def
Signed-off-by: Grant Watson <grant.watson@arm.com>
Change-Id: I1be2595c24bf22e5391a2911a5283391d310df37
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ia29c73cb5d0a7f91914e2a94ca52d06f375722e9
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Comparison operators produce boolean outputs, which need to be written into client data
Allow subgraph traverser to use main block to look for tensors when serialization handler is missing
Signed-off-by: Jiacheng Liang <jiacheng.liang@arm.com>
Change-Id: I6f9af470185541fa6466b3f7786c48f1555fa6f6
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Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I175ef0acc6a6633c3e351b935a04db16de1bfbd5
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Update serialization library submodule
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I1d6e2700ac55f429de742931627b07c9a4a46f14
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Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I82c356681e66bf08e2c106358deb4acbc64a67c8
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This adds a second run of reference model under precise_mode
when test_desc.json contains a "compliance" dictionary which
contains a "mode" entry with value "dot product".
In this second run, abs_mode will be set to true, which causes:
1. evaluation will take absolute values of inputs for these operators:
conv2d, conv3d, depthwise_conv2d, fully_connected,
matmul, transpose_conv2d, fft2d, rfft2d
reduce_sum, avg_pool2d
2. output files will have prefix "bounds_" prepended to them
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I7070ecc7ead2d2ea3375c44663d653c6772b88e0
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I0ef7607f4266296a1204c5cccdb5be36f345b5ba
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Change-Id: I81097ae263a64ee8e35b8bd798598671ac089c3f
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
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Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Iad035b31d5e5e83040068e6311501490765bfff7
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