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

Jeremy Johnson authored Aug 22, 2023 and Eric Kunze committed Aug 30, 2023

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>

remove unnecessary change of tensor shape array for SHAPE data type

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I8e6ca98448188a1c30f9d29c22b3194d327b17ac

Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Id5820033bb3cc98b5e284237a91b22ffd54a80e3

Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: I9504fa05b93417182a76aa74743f779db3036594

Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Iea11ee5d3d98773e9c5e9b827593c05afb41ce3b

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>

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

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I17227adfca203f353e51ae9297f7e01f8d7edbe9

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I22939e75a08349816a9c103eb7312edcec53855e

Jeremy Johnson authored Aug 02, 2023 and Eric Kunze committed Aug 07, 2023

* 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

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: I8645382983c257e5102982d487283560088e2d2a

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

Jeremy Johnson authored Jul 25, 2023 and Eric Kunze committed Jul 31, 2023

* Update Flatbuffers version
* Allows consts to be saved as inputs

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Ibb9e38d381f8229bfca65b559e35c9ded889c384

Jiacheng Liang authored Jul 27, 2023 and Eric Kunze committed Jul 31, 2023

Signed-off-by: Jiacheng Liang <jiacheng.liang@arm.com>
Change-Id: I473adc1525319b5574ee0e36d10a530277d9215d

- 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

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

Jeremy Johnson authored Jun 07, 2023 and Eric Kunze committed Jul 26, 2023

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: If30b329905aad9e520e4a9a3ac1dffccd37bb0e9

- Also added run clang-format to pre-commit runs

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I4e59ac0afbaa30dce0773aa63d92a1a3b119e2f3

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>

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I7015de6989940a535a12b737432e5efa8304d9a3

Also move a large amount of redundant code to a macro

Signed-off-by: Eric Kunze <eric.kunze@arm.com>
Change-Id: Ib1dcb2ce15e56076e444a4739c4d1292389c4a78

Signed-off-by: Jiacheng Liang <jiacheng.liang@arm.com>
Change-Id: Ie31041cbcd01f6290be06eabfe5c619123ae989f

Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Ib954db4f8f2fd5008e95d5651a6e84a8f5b7161d

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I1f2cfbc90ecb81eb072d3d28bebd13e69f47e939

Won Jong Jeon authored Jun 29, 2023 and Eric Kunze committed Jul 06, 2023

Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: I6fba6907cef0616c18dc461dbb92d2aceb582f6c

Jerry-Ge authored Jul 05, 2023 and Eric Kunze committed Jul 06, 2023

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

Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Iff31b33b818a181371904915d5477a169513aa2e

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

Won Jong Jeon authored Jun 10, 2023 and Eric Kunze committed Jun 29, 2023

Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Ib42b867287b83a183a0d0fb1f1eb29974f58fae4

Grant Watson authored Jun 23, 2023 and Eric Kunze committed Jun 26, 2023

Signed-off-by: Grant Watson <grant.watson@arm.com>
Change-Id: I1296f968baca335ea88691bc973e2d01b2aa2c5b

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

Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Change-Id: I45287af6b33cf07383250dc962a97728e65697a7

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

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I7460ad9eed3ed5c7cec6e855a0303753ed28eb1c

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ie45cc27433f5dbce3fadc90014dc5cc8e36a9950

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

- 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

Jerry-Ge authored May 23, 2023 and Eric Kunze committed Jun 02, 2023

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: Ia29c73cb5d0a7f91914e2a94ca52d06f375722e9

Jiacheng Liang authored May 17, 2023 and Eric Kunze committed Jun 02, 2023

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