[neurun] Remove useless dependency in Operation (#8971)

Operation used to own a `LowerInfo` class in it, but it is no longer
needed.

Signed-off-by: Hanjoung Lee <hanjoung.lee@samsung.com>

[exo] Selective TFLNode summary impl (#8968)

With this commit, developer can implement TFLNode summary selectively

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>

[neurun] Remove unnecessary map in base_loader (#8955)

Set Operand data right when creating it from Tensor, `_tensor_to_operand` map is not needed.

Signed-off-by: Sergei Barannikov <s.barannikov@samsung.com>

[neurun] Remove unnecessary maps in base_loader (#8953)

Maps `_op_code_to_builtin_op` and `_opcode_index_to_custom_opcode` aren't necessary -- all the data they provide can be got from `_model` private variable.

Signed-off-by: Sergei Barannikov <s.barannikov@samsung.com>

[exo] Rename opname to tfl_opname explicitly (#8964)

This commit renames opname to tfl_opname explicitly.

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>

[exo] Export CircleInstanceNorm (#8961)

This commit implements export stage for CircleInstanceNorm

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>

[neurun] Fix indentation of DataflowExecutor (#8966)

This commit fixes indentation of DataflowExecutor

Signed-off-by: Hanjoung Lee <hanjoung.lee@samsung.com>

[exo] Good to remove TODO comment (#8965)

Removing condition for TODO comment satisfied. Let's remove this.

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>

[dredd-rule-lib] functions to check error conditions (#8942)

* [dredd-rule-lib] functions to check error conditions

This removes duplicated if statements and adds some functions for error conditions.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>
* using vars instead of  and

[exo] Rename FormattedGraph file name (#8951)

This commit renames following file name:
- TFLFormattedGraph.* > ExoFormattedGraph.*

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>

[exo] Type and Shape inference for Circle dialect (#8949)

This commit introduces type and shape inference service for Circle
dialect

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>

[exo] Visit CircleNode to export operation (#8948)

* [exo] Visit CircleNode to export operation

This commit registers Circle dialect visitor to export operation

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>
* Remove unused arg

Fix a bug of tconv layer of ncnn (#8947)

This commit fixes a bug of tconv layer of ncnn.
  - Add initializing output buffer to zero

Signed-off-by: jiseob.jang <jiseob.jang@samsung.com>

[exo] Remove unused stdex header (#8952)

This commit removes unused stdex header for exo conversions.

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>

[mir-onnx-importer] Fix paddings during import (#8893)

Fix paddings if they are too big: remove redundant from right padding

Signed-off-by: Alexander Efimov <a.efimov@samsung.com>

[nnc/interpreter] Quantized kernels for supporting InceptionV4 (#8669)

* Supported quantized kernels for operations: Concat, FC, MaxPool,
Softmax

Signed-off-by: Pavel Iliutchenko <p.iliutchenk@samsung.com>

[mir-tflite-importer] Support fused bias on FullyConnected (#8670)

* Supported creation FC with fused bias for quantized models

Signed-off-by: Pavel Iliutchenko <p.iliutchenk@samsung.com>

[nnc] make interpreter faster in debug (#8931)

Rewrite FC layer for 2d case using no mir datatypes
This makes FC layer 20-40 times faster in debug mode

Signed-off-by: Vladimir Plazun <v.plazun@samsung.com>

[runtime/gbs] Fix coverage build (#8940)

- Update build type setting for test (coverage) build
- Move optimization level setting to ApplyCompileFlags.cmake
  - Optimization level and debug setting in target_compile_option is not working
  - COVERAGE_BUILD is not used any more

Signed-off-by: Hyeongseok Oh <hseok82.oh@samsung.com>

[exo] Circle IR for Instance norm (#8878)

* [exo] Circle IR for Instance norm

This commit introduces CircleInstanceNorm IR

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>
* Note on input

[moco] Introduce find_node_byname (#8938)

This will intrdocue moco GraphHelper with find_node_byname() that quries node by name.

Signed-off-by: SaeHie Park <saehie.park@samsung.com>

[dredd] applying error handling code to runner.sh (#8935)

* [dredd] applying error handling code to runner.sh

This applies error handling code into runner.sh that was applied in #8888, #8910

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>
* change comment

Refactory benchmark scripts to unify (#8838)

1. Most of the script weren't up-to-date
2. Most of the steps are the same, so move them as a separate functions to
common.sh

Signed-off-by: Poshshoev Dilshodzhon <d.poshshoev@samsung.com>

Disable ABI compatibility warning (#8625)

Disable annoying ABI compatibility warnings.

There are lots of such warnings when building the runtime (with GCC >= 7.1).

Signed-off-by: Sergei Barannikov <s.barannikov@samsung.com>

Compiler: remove ENABLE_CONTRIB_BUILD cmake option (#8941)

This will remove nncc ENABLE_CONTRIB_BUILD cmake option that is not used anymore

Signed-off-by: SaeHie Park <saehie.park@samsung.com>

[neurun] Eliminate OperandIndex in Split::Param (#8917)

Make `axis` and `num_splits` static attributes of the operation.

Signed-off-by: Sergei Barannikov <s.barannikov@samsung.com>

[nnpkg_tools] remove debug print and unnecessary line (#8937)

- fuse_instance_norm.js
  : remove all console.debug statement to suppress output
- gen_golden.py
  : remove dead code

Signed-off-by: Sanggyu Lee <sg5.lee@samsung.com>

[neurun] Eliminate OperandIndex in StridedSlice::Param (#8916)

* Make `starts`, `ends` and `strides` inputs to the operation.
* Make `begin_axis_mask`, `end_axis_mask`, `shrink_axis_mask` static attributes of the operation.

Signed-off-by: Sergei Barannikov <s.barannikov@samsung.com>

[neurun] Eliminate OperandIndex in TopKV2::Param (#8930)

Make `k` static attribute of the operation.

Signed-off-by: Sergei Barannikov <s.barannikov@samsung.com>

[pb2nnpkg] introduce pb_select_graph (#8936)

pb2nnpkg uses python script to select subgraph.
It does not require you to build tensorflow any longer.

Signed-off-by: Sanggyu Lee <sg5.lee@samsung.com>

[moco] Set name for TFNode when importing (#8933)

This will set name for TFNode when importing from TensorFlow NodeDef

Signed-off-by: SaeHie Park <saehie.park@samsung.com>

[nnpkg-tools] introduce pb2nnpkg (#8920)

It introduces pb2nnpkg, which gets pb file, input name, output name.
Then, generates pb of selected subgraph, and nnpackage with golden data.

Signed-off-by: Sanggyu Lee <sg5.lee@samsung.com>

[neurun] Inline one-liner of ProfileObserver (#8914)

This commit inlines one-liner function which is only used once for
simplicity.

Signed-off-by: Hanjoung Lee <hanjoung.lee@samsung.com>

[moco] Add TFNode name attribute (#8927)

This will introduce name attribute for TFNode so that we can store and fetch string name of each nodes from TensorFlow NodeDef

Signed-off-by: SaeHie Park <saehie.park@samsung.com>

[mir] FullyConnected ctor with fused bias (#8668)

* Added FC ctor with fused bias
* Fixed FC copying

Signed-off-by: Pavel Iliutchenko <p.iliutchenk@samsung.com>

[moco] Test for TFNode name attribute (#8922)

This will introduce a test for disabled TFNode name attribute and query TFNode by name
- disabled part should work after related codes land

Signed-off-by: SaeHie Park <saehie.park@samsung.com>

[tf2tflite_dredd_pbtxt_test] error handling using trap (#8910)

* [tf2tflite_dredd_pbtxt_test] error handling using trap

This adds error handling using trap command.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>
* comment

[runtime/gbs] Revise nnfw.spec for tizen runtime rpm build (#8908)

- Build twice
  - Build for runtime (disable environment variable setting)
  - Build for test (enable environment variable setting)
- Enable extra option
- Use command instead of makefile
- Change file copy to install for library install
- Set required packages for package install
- Set own directory

Signed-off-by: Hyeongseok Oh <hseok82.oh@samsung.com>

[mir2loco] Introduce Transpose op transformer (#8871)

* Implemented TransposeOp transformer and test for it

Signed-off-by: Pavel Iliutchenko <p.iliutchenk@samsung.com>

[neurun] Verbose exception message for Backends (#8901)

ShapeFixer exception message shows that it is from which module and its
operation name.

Signed-off-by: Hanjoung Lee <hanjoung.lee@samsung.com>

[runtime/pkg] Create runtime package in Makefile (#8856)

Using makefile, create runtime package
Ex. For ubuntu, armv7l
"CROSS_BUILD=1 TARGET_ARCH=armv7l BUILD_TYPE=release make create_tar"

Signed-off-by: Hyeongseok Oh <hseok82.oh@samsung.com>

Fix warnings generated for Index class (#8626)

* Fix the type of the parameter of the copy constructor of the `Index` class. This silences -Wdeprecated-copy GCC 8.1+ warnings.
* Make the copy constructor and copy assignment operator defaulted. This silences clang-tidy warnings suggesting to pass objects of `Index` class by const reference.
* Fix description of inequality operators.

Signed-off-by: Sergei Barannikov <s.barannikov@samsung.com>

[nnfwapi] Verbose error message on model load (#8890)

Print message of thrown `std::exception` objects.

Signed-off-by: Hanjoung Lee <hanjoung.lee@samsung.com>

[tf2tflite-dredd-pbtxt-test] Error handling for runner.sh (#8888)

This adds error handling for runner.sh.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>

[exo] Revising convert(..) method using DomainConverter (#8895)

This revised convert(..) methond using DomainConverter.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>

[neurun] Remove depedency on nnapi-header (#8889)

Remove core lib's depedency on nnapi-header which is no longer needed.

Signed-off-by: Hanjoung Lee <hanjoung.lee@samsung.com>

[onnx2circle] Initial version of onnx2circle (#8872)

Add utility to convert onnx networks to circle

Signed-off-by: Alexander Efimov <a.efimov@samsung.com>

[logo] Fix SimplifyDomainConversionPass (#8874)

- Add test for filter elimination optimization
- Fix assert in filter elimination optimization

Signed-off-by: Efimov Alexander <a.efimov@samsung.com>

[tf2circle-dredd-pb-test] Introducing tf2circle-dredd-pb-test (#8883)

* [tf2circle-dredd-pb-test] Introducing tf2circle-dredd-pb-test

tf2circle-dredd-pb-test is introduced, which is a test for circle files generated from pb files in ./contrib dir.

Note that files in the PR is copied files from tf2tflite-dredd-pb-test, after replacing string "tflite" and "tfl" to "circle".

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>
* remove nncc_find_resource(TensorFlowTests)

[tf2tflite-dredd-pb-test] remove nncc_find_resource(TensorFlowTests) (#8884)

nncc_find_resource(TensorFlowTests) was removed from CMakeLists.txt.
(This resource is not required by tf2tflite-dredd-pb-test)

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>

[circle-inspect] Adding "--conv2d_weight" support (#8879)

* [circle-inspect] Adding "--conv2d_weight" support

This adds "--conv2d_weight" support for circle-inspect. Modified code was from _tfl_inspect_.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>
* Update compiler/circle-inspect/driver/Driver.cpp

Thanks!

Co-Authored-By: hyunsik-yoon <hyunsik.yoon@samsung.com>

[tf2circle-dredd-pbtxt-test] Introducing tf2circle-dredd-pbtxt-test (#8882)

* [tf2circle-dredd-pbtxt-test] Introducing tf2circle-dredd-pbtxt-test

tf2circle-dredd-pbtxt-test is introduced, which is rule base test for circle files generated from pbtxt files under `res/TensorFlowTests/`.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>
* Update compiler/tf2circle-dredd-pbtxt-test/runner.sh

thanks, bot.

Co-Authored-By: hyunsik-yoon <hyunsik.yoon@samsung.com>

Add TODO comment into IConstantInitializer. (#8880)

This commit adds TODO comment checking if tensor has been allocated into IConstasntInitializer.

Signed-off-by: jiseob.jang <jiseob.jang@samsung.com>

[runtime] Remove default LD_LIBRARY_PATH (#8876)

Remove LD_LIBRARY_PATH setting except pacl test because rpath is set on install

Signed-off-by: Hyeongseok Oh <hseok82.oh@samsung.com>

[exo] FusedActFunc as Circle NodeMixin (#8877)

This commit introduces Circle NodeMixin, and as its first use case,
FusedActFunc

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>

[nnfw/cmd] Revise workspace setting in command (#8844)

- Use absolute path as defulat: workspace, build path, install path
- Move common build path configuration into build.configuration
- Use build and install command in makefile
- Simplify to use absolute path in Makefile

Signed-off-by: Hyeongseok Oh <hseok82.oh@samsung.com>

[exo] Delete removable headers for NodeImpl (#8818)

This commit deletes removable headers for TFL dialect and Circle dialect
NodeImpl

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>

[dredd-lib-rule] Adding rule function for 'verify' (#8868)

This adds rule function for 'verify'.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>

[tf2tflite-dredd-pb-test] Modified just like tf2tflite-dredd-pb-test (#8869)

* [tf2tflite-dredd-pb-test] Modified just like tf2tflite-dredd-pb-test

tf2tflite-dredd-pb-test was modified just like tf2tflite-dredd-pb-test.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>
* Update compiler/tf2tflite-dredd-pb-test/runner.sh

Co-Authored-By: hyunsik-yoon <hyunsik.yoon@samsung.com>

[mir] Introduce new HardSwish operation (#8790)

* Added hard swish new operation to mir

Signed-off-by: Pavel Iliutchenko <p.iliutchenk@samsung.com>

[docs] Clarify test cases in STD documentation (#8848)

Reworded several test cases items and test cases to make clear how to implement them

Signed-off-by: Efimov Alexander <a.efimov@samsung.com>

[dredd-rule-lib] Using env var name independent of tfl or circle (#8867)

Env var names were changed to be independent of tfl or circle.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>

[tf2tflite-dredd-pbtxt] adding env vars independent of tfl or circle (#8864)

* [tf2tflite-dredd-pbtxt] adding env vars that will be used by rule-lib.sh

This adds env vars taht will be used by rule-lib.sh.
Currently var naming in rule-lib.sh in dredd-rule-lib has tfl dependency, so it cannot be used with circle.
This new name is to remove the dependency.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>
* Update compiler/tf2tflite-dredd-pbtxt-test/runner.sh

Co-Authored-By: hyunsik-yoon <hyunsik.yoon@samsung.com>

[neurun] Rename operation name getter (#8857)

Rename operation name getter to `name` from `getName`.

Signed-off-by: Hanjoung Lee <hanjoung.lee@samsung.com>

[neurun] Support ReduceSum from BaseLoader (#8852)

Support ReduceSum operation from frontend BaseLoader. SUM operation in
TF Lite equals to ReduceSum in neurun.

Signed-off-by: Hanjoung Lee <hanjoung.lee@samsung.com>

[dredd-rule-lib] Cleaning the output of rule-lib.sh (#8862)

This cleans the output of rule-lib.sh.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>

[tf2tflite-dredd-pbtxt-test] Adding tfl-verify (#8861)

This adds tfl-verify support into files related to cmake.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>

[tf2tflite-dredd-pbtxt-test] Using rule-lib.sh in dredd-rule-lib (#8860)

tf2tflite-dredd-pbtxt-test now uses rule-lib.sh in dredd-rule-lib.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>

[nnfw] Rename singleton object getter (#8853)

Rename singleton objects' getter metohd `instance` to `get`.
(Since it is shorter)

Signed-off-by: Hanjoung Lee <hanjoung.lee@samsung.com>

[circle-inspect] Add verify model file (#8849)

This will add model verify step before inspection to prevent segmentation fault with invalid files

Signed-off-by: SaeHie Park <saehie.park@samsung.com>

[exo-circle] Add missing fusedActivationFunction (#8845)

This commit will add missing fusedActivationFunction in circle exporter

Signed-off-by: Seok NamKoong <sk.namkoong@samsung.com>

[dredd-rule-lib] Introducing dredd-rule-lib (#8833)

* [dredd-rule-lib] Introducing dredd-rule-lib

This introduces dredd-rule-lib, which defines rule-lib.sh used by tf2tflite/circle-dredd-pb/pbtxt-test.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>
* renaming target

[exo] Adding InputHandler for converters that perform loco Domain conversion (#8842)

This adds InputHandler for Relu/Relu6/EltwiseSqrtConverter, which requires loco Domain conversion when input is Feature domain.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>

Remove `Node` from tests and doc (#8854)

This commit removes ``Node` from tests and doc.

Signed-off-by: jiseob.jang <jiseob.jang@samsung.com>

[ncnn] Set default backend layout to NCHW (#8851)

Current ncnn backend allow NCHW backend only on many operations, so set default backend layout to NCHW

Signed-off-by: Hyeongseok Oh <hseok82.oh@samsung.com>

Update document (#8803)

- Use copy instead of symbolic link for convenience in modifying the
Makefile
- Fix Build command. Existing last `make install` causes a new x86_64
build.

Signed-off-by: Sung-Jae Lee <sj925.lee@samsung.com>

[neurun] Remove IsNnapi field from Operations.lst (#8835)

Remove IsNnapi field from `Operations.lst` since it is not helpful.

Related Issue: #8751

Signed-off-by: Hanjoung Lee <hanjoung.lee@samsung.com>

[neurun] Support BatchToSpaceND from BaseLoader (#8837)

Support BatchToSpaceND operation from frontend BaseLoader.
Currently we do not support CROP input. So it throws an exception when
the value of crop is other than {{0, 0}, {0, 0}}.

Signed-off-by: Hanjoung Lee <hanjoung.lee@samsung.com>

[tflite2circle] Introduce fuse_instance_norm (#8452)

implemented in javascript (nodejs)

Signed-off-by: Sanggyu Lee <sg5.lee@samsung.com>

Fix an error that occurs in a tensor with rank 0 (#8847)

This commit fixes an error that occurs in a tensor with rank 0.

Signed-off-by: jiseob.jang <jiseob.jang@samsung.com>

[CI/script] Update ncnn backend test (#8830)

Move ncnn backend test from cpu to acl_neon
Update framework test list and use NCHW layout

Signed-off-by: Hyeongseok Oh <hseok82.oh@samsung.com>

[CI/script] Update coverage test script (#8840)

- Use unified archive path: build/archive
- Update rename runtime path: runtimes -> runtime
- Add compute directory

Signed-off-by: Hyeongseok Oh <hseok82.oh@samsung.com>

[exo] remove unused code from ShapeInference and TypeInference (#8843)

Unused code was removed from ShapeInference and TypeInference.

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>

[mir-tflite-importer] TFLite frontend schema upgrade (#8789)

* Upgraded tflite importer schema

Signed-off-by: Pavel Iliutchenko <p.iliutchenk@samsung.com>

[tfl-inspect] Fix for invalid file segfault (#8836)

This will fix not to die with Segmentation fault for invalid tflite file

Signed-off-by: SaeHie Park <saehie.park@samsung.com>

[tfl-verify] enable tflite file verify (#8829)

* [tfl-verify] enable tflite file verify

This will enable tflite file verify of tfl-verify tool

Signed-off-by: SaeHie Park <saehie.park@samsung.com>
* fix comment

Set white list for NNAS Host Toolcahin Build (#8823)

The toolchain package that "nnas create-package" generates now includes
no redundant files.

Signed-off-by: Jonghyun Park <jh1302.park@samsung.com>

[runtime] Use target overlay directory for acl (#8812)

Use overlay directory to install acl on build process
For test, copy acl library to runtime library directory on runtime install process

Signed-off-by: Hyeongseok Oh <hseok82.oh@samsung.com>

[moco] Enable FakeQuantWithMinMaxVars import (#8828)

This will enable to import FakeQuantWithMinMaxVars TensorFlow node

Signed-off-by: SaeHie Park <saehie.park@samsung.com>

[tf2nnpkg] Introduce --use-tf2circle option (#8793)

This commit introduces --use-tf2circle option to tf2nnpkg. When a user
passes --user-tf2circle, tf2nnpkg internally invokes tf2circle instead
of tf2tflite and tflite2circle script.

Please note that this commit does not change the default behavior.

Signed-off-by: Jonghyun Park <jh1302.park@samsung.com>

[tfl-verify] dummy driver (#8825)

This will introduce tfl-verify dummy driver from circle-verify

Signed-off-by: SaeHie Park <saehie.park@samsung.com>

Make ncnn backend to support DepthwiseConv2D in row majar (#8826)

This commit makes backend to support DepthwiseConv2D in row major.

Signed-off-by: jiseob.jang <jiseob.jang@samsung.com>

[moco] Introduce TFFakeQuantWithMinMaxVars (#8814)

This will introduce TFFakeQuantWithMinMaxVars node

Signed-off-by: SaeHie Park <saehie.park@samsung.com>

[exo] Extract out FixedArityNode (#8810)

This commit extracts out FixedArityNode defined in TFLNodes.h. This is
mainly to use it for Circle dialect.

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>

[exo] Fix typo (#8821)

This commit fixes typo for comment in TFLShapeInferenceRule.cpp

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>

[exo] Remove unused headers for Passes (#8822)

This commit removes unused 'loco/IR/Nodes.h' header from exo Passes

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>

[tf2tflite-dredd-pbtxt-test] adding test.lst (#8813)

This adds test.lst, which checks NET_0025

Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>

[tfl-verify] Readme (#8817)

This will introduce tfl-verfiy project README file explaing what its purpose

Signed-off-by: SaeHie Park <saehie.park@samsung.com>

Make ncnn backend to support Conv2D (#8811)

This commit makes ncnn backend to support Conv2D in row major.

Signed-off-by: jiseob.jang <jiseob.jang@samsung.com>

[exo] Introduce Circle dialect (#8802)

This commit introduces structure for Circle dialect for loco ecosystem

Signed-off-by: Cheongyo Bahk <ch.bahk@samsung.com>