[booster] refactor all dp fashion plugins

[ver217]

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Closes #3683

📝 What does this PR do?

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1. Write a base class (DPPluginBase) for all dp fashion plugins. It contains dataloader creation and dist attributes setup logic.
2. Update corresponding unit test.

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• I have linked my PR to an issue (instruction)
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• I have performed a self-review of my code
• I have added thorough tests.
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[github-actions]

The code coverage for the changed files is 87%.

Click me to view the complete report

Name                                                           Stmts   Miss  Cover
----------------------------------------------------------------------------------
colossalai/booster/plugin/dp_plugin_base.py                       22      4    82%
colossalai/booster/plugin/gemini_plugin.py                        75     12    84%
colossalai/booster/plugin/low_level_zero_plugin.py                77      6    92%
colossalai/booster/plugin/torch_ddp_plugin.py                     57     11    81%
tests/test_booster/test_plugin/test_dp_plugin_base.py             47      8    83%
tests/test_booster/test_plugin/test_gemini_plugin.py              74     10    86%
tests/test_booster/test_plugin/test_low_level_zero_plugin.py      60      6    90%
tests/test_booster/test_plugin/test_torch_ddp_plugin.py           40      0   100%
----------------------------------------------------------------------------------
TOTAL                                                            452     57    87%

[github-actions]

The code coverage for the changed files is 87%.

Click me to view the complete report

Name                                                           Stmts   Miss  Cover
----------------------------------------------------------------------------------
colossalai/booster/plugin/dp_plugin_base.py                       22      4    82%
colossalai/booster/plugin/gemini_plugin.py                        75     12    84%
colossalai/booster/plugin/low_level_zero_plugin.py                77      6    92%
colossalai/booster/plugin/torch_ddp_plugin.py                     57     11    81%
tests/test_booster/test_plugin/test_dp_plugin_base.py             47      8    83%
tests/test_booster/test_plugin/test_gemini_plugin.py              74     10    86%
tests/test_booster/test_plugin/test_low_level_zero_plugin.py      60      6    90%
tests/test_booster/test_plugin/test_torch_ddp_plugin.py           40      0   100%
----------------------------------------------------------------------------------
TOTAL                                                            452     57    87%

[github-actions]

The code coverage for the changed files is 88%.

Click me to view the complete report

Name                                                           Stmts   Miss  Cover
----------------------------------------------------------------------------------
colossalai/booster/plugin/dp_plugin_base.py                       22      4    82%
colossalai/booster/plugin/gemini_plugin.py                        98     12    88%
colossalai/booster/plugin/low_level_zero_plugin.py                77      6    92%
colossalai/booster/plugin/torch_ddp_plugin.py                     57     11    81%
tests/test_booster/test_plugin/test_dp_plugin_base.py             47      8    83%
tests/test_booster/test_plugin/test_gemini_plugin.py              74     10    86%
tests/test_booster/test_plugin/test_low_level_zero_plugin.py      60      6    90%
tests/test_booster/test_plugin/test_torch_ddp_plugin.py           40      0   100%
----------------------------------------------------------------------------------
TOTAL                                                            475     57    88%