[Feature] Support SummarizeHook #34
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Set SummarizeHook as a default Hook in LQIT.
This hook will automatically gather the validation results during training or the testing results during testing, and dump as a csv file.
The csv file will be saved in the log folder
{work_dir}/{time_set}as default.