Squashed commit of the following:

[freedomtan]

Create libneuron_performance.a

dos2unix and clang-format

Squashed commit of the following:

update tensorflow to 2.8.0

Ignore non-existing target devices

Support multi accelerators and setting accelerator by option

Ahwb performance improvement
    1. set input/output from memory once.
    2. lock/unlock once and out of invoke time.

add Eval Trace

add D1300 related change

add sustained paramters

Introduce Tensorflow builtin farmhash

reset compilation power hal and set sustained power param empty

make neuron delegate default low latency and use turbo boost

use tf-2.7.0 and make options more consistent

dos2unix and clang-format

remove unnecessary workspace update

remove redundant --opt-accuracy

remove intval-coloring-coverage=0.01

make default compile options empty for set parameter from command line

Fix compile_option null pointer warning

Fix typo by Using android_sdk_version instead of neuron_sdk_version

Support compile option

Reject Reduce OPs with zero-dimension axis tensor (Any/Min/Max/Prod/Sum)

remove float 32 support of gather

support int32 reshape and remove gather allocation type check

Fix build error on NNAPI delegate and AHardwareBuffer

Resolving undelegated OPs for ETHZ_v5 models

Apply clang-format

Support redirecting to NNAPI delegate if Neuron U-SDK in not available

add ahwb option

Support HardSwish directly

Do not lower HardSwith to atomic OPs.

Support ETHZv5 models

use TF 2.7.0-rc1 for better TFLite NMS

Add AHardWareBuffer to neuron delegate

Apply Dequantize on uint8 input -> int8 input scenario

Fix type

Update Neuron delegate provider to support turbo boost preference

Print Neuron implementation logs to both Android and stderr

Introduce new execution preference: turbo boost

Support setting from optimization string

Introduce performance helper classes to acquire performance lock

Introduce new APUWareUtils API to acquire performance lock by parameters

Support Neuron adapter new APIs

Fix wrong API declaration to get Neuron verison

Support reusable Neuron execution

Do not print failure message if the failure vector is empty

Co-authored-by: Code Lin <code.lin@mediatek.com>
Co-authored-by: Lauren Chen <Lauren.Chen@mediatek.com>
Co-authored-by: Leo Hsieh <leo.hsieh@mediatek.com>