Fix the incorrect progress information when AdaptiveRepeatDataHook is enabled

[sungmanc]

Summary

This PR resolves an incorrect logging from the OTXProgressHook. Since OTXSampler + AdaptiveRepeatDataHook enlarges the total iterations, it should be applied before calling the OTXProgressHook.

So, I added get_proper_repeat_times function and used this function before_run to change the runner's max_iter.

This PR tackles the incorrect log for the classification task and enable RepeatData to multi-label and H-label. For the other tasks, I'll make another PR.

Since the LR scheduler was changed, I attached the experimental results. Regression datasets for multi-label, h-label were used.

		EfficientNet-b0	Deit-tiny	MobileNet_v3_Large
Multi-label (Before)	E2E time	0:00:54	0:00:49	0:00:40
	Score	96.51	95.67	96.70
H-label (Before)	E2E time	0:01:04	0:00:40	0:00:39
	Score	72.72	73.62	73.03
Multi-label (After)	E2E time	0:01:32	0:00:47	0:00:33
	Score	96.50	95.04	96.17
H-label (After)	E2E time	0:01:04	0:00:41	0:00:33
	Score	72.37	73.62	72.64

How to test

Checklist

• I have added unit tests to cover my changes.​
• I have added integration tests to cover my changes.​
• I have added e2e tests for validation.
• I have added the description of my changes into CHANGELOG in my target branch (e.g., CHANGELOG in develop).​
• I have updated the documentation in my target branch accordingly (e.g., documentation in develop).
• I have linked related issues.

License

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  Feel free to contact the maintainers if that's a concern.
• I have updated the license header for each file (see an example below).

# Copyright (C) 2023 Intel Corporation
# SPDX-License-Identifier: Apache-2.0

[goodsong81]

Generally, looks good. Could you check my comments?

[eunwoosh]

Thanks for your work! I left some comments. Please take a look.