Add default config set for tuning

[yiliu30]

Type of Change

Feature, implement the #1445 (comment)
API changed or not: YES

Description

• API change

+ get_all_config_set()
- TuningConfig(quant_configs=...)
+ TuningConfig(config_set=get_all_config_set(), max_trials=4)

• Usage

from neural_compressor.torch import TuningConfig, autotune, get_all_config_set
tune_config = TuningConfig(config_set=get_all_config_set(), max_trials=4)

• FWK owner TODO

class AlgoConfig(BaseConfig):
    ...
    # fwk owner needs to implement the `get_config_set_for_tuning` for each algo config.
    @classmethod
    def get_config_set_for_tuning(cls):
        ...

Test

Pre-CI

Dependency Change?

None