**Description**:
Use full ORT package for onnxruntime-react-native.
Left the params required for the mobile build in comments so they're
easily discovered if we need to create onnxruntime-react-native-mobile
in the future.
**Motivation and Context**
Remove barrier to using ORT with react native as the mobile package that
was being used supports a limited range of opsets/operators/types, and
requires ORT format models. The full package will run any model.
# Motivation
Currently, ORT minimal builds use kernel def hashes to map from nodes to
kernels to execute when loading the model. As the kernel def hashes must
be known ahead of time, this works for statically registered kernels.
This works well for the CPU EP.
For this approach to work, the kernel def hashes must also be known at
ORT format model conversion time, which means the EP with statically
registered kernels must also be enabled then. This is not an issue for
the always-available CPU EP. However, we do not want to require that any
EP which statically registers kernels is always available too.
Consequently, we explore another approach to match nodes to kernels that
does not rely on kernel def hashes. An added benefit of this is the
possibility of moving away from kernel def hashes completely, which
would eliminate the maintenance burden of keeping the hashes stable.
# Approach
In a full build, ORT uses some information from the ONNX op schema to
match a node to a kernel. We want to avoid including the ONNX op schema
in a minimal build to reduce binary size. Essentially, we take the
necessary information from the ONNX op schema and make it available in a
minimal build.
We decouple the ONNX op schema from the kernel matching logic. The
kernel matching logic instead relies on per-op information which can
either be obtained from the ONNX op schema or another source.
This per-op information must be available in a minimal build when there
are no ONNX op schemas. We put it in the ORT format model.
Existing uses of kernel def hashes to look up kernels are replaced
with the updated kernel matching logic. We no longer store
kernel def hashes in the ORT format model’s session state and runtime
optimization representations. We no longer keep the logic to
generate and ensure stability of kernel def hashes.
* Change full ort to mobile ort
* Update Android example to load mobile ort
* Change the format of test models to ort
* update ios to use mobile ort
* revise README
* use onnxruntime-mobile-c CocoaPods in a npm package
* onnxruntime react native binding
* add react native backend
* fix lint comments
* fix react native backend for ios
* remove unnecessary files to check in
* move onnxruntime-common to devDependency
* create two podspec files for iphoneos and iphonesimulator
* revise README.md and add third party notices for react native
* rename a package
* rename a package and revise README
* add a license into package.json
* revise README and comments
* fix typo
* fix lint errors
* fix lint errors
* add a prepack script. touch index.tsx and App.tsx to resolve CI issue
* remove a unsupported tsx format from clang-format
* fix a type and add steps tp publish a react native npm package
* resolve comments
* fix clang format
* remove promise wrap. change prepack to typescript
