[onnx] upgrade OnnxRuntime to 1.9.0 and add UINT8 support

[frankfliu]

Change-Id: I7c6a2c3608bbaa969b454d705045218c596a9366

Description

Fixes: #1103

[codecov-commenter]

Codecov Report

Merging #1271 (4109023) into master (8a431ba) will decrease coverage by 0.04%.
The diff coverage is 0.00%.

@@             Coverage Diff              @@
##             master    #1271      +/-   ##
============================================
- Coverage     72.03%   71.98%   -0.05%     
+ Complexity     5119     5115       -4     
============================================
  Files           473      473              
  Lines         21945    21947       +2     
  Branches       2347     2347              
============================================
- Hits          15807    15799       -8     
- Misses         4936     4943       +7     
- Partials       1202     1205       +3     

Impacted Files	Coverage Δ
.../main/java/ai/djl/onnxruntime/engine/OrtUtils.java	31.03% <0.00%> (-2.30%)	⬇️
api/src/main/java/ai/djl/inference/Predictor.java	88.46% <0.00%> (-2.89%)	⬇️
api/src/main/java/ai/djl/repository/Artifact.java	87.80% <0.00%> (-1.63%)	⬇️
.../main/java/ai/djl/benchmark/AbstractBenchmark.java	90.00% <0.00%> (-1.18%)	⬇️
...mark/src/main/java/ai/djl/benchmark/Arguments.java	88.42% <0.00%> (-0.53%)	⬇️

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