[onert] Introduce full quantization

[Hyeongseok Oh]

Let's support full quantization on runtime

• Introduce full quantization type: #11497
• Full quantization from circle model including minmax data & weight quantization
• Generate circle model (buffer) including layer minmax & weight quantization for full quantization from f32 circle and minmax data
  • Use minmax-embedder library
• Remove HDF5 dependency: #12574
  • Runtime #13047
  • minmax-embedder #13046
• Revise observers to introduce execution config API #13039
• Introduce API to collect minmax data

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Draft: #12903

[Hyeongseok Oh]

Example

$ MINMAX_DUMP=1 ./Product/out/bin/onert_run -r 100 mobilenet_v1_1.0_224.circle
$ ./Product/out/bin/onert_run -q uint8 mobilenet_v1_1.0_224.circle
$ ./Product/out/bin/onert_run mobilenet_v1_1.0_224_quantized_q8.circle