fix and change all logger using get_logger

[yinfan98]

Thanks for your contribution and we appreciate it a lot. The following instructions would make your pull request more healthy and more easily receiving feedbacks. If you do not understand some items, don't worry, just make the pull request and seek help from maintainers.

Motivation

1.The get_logger function use mmengine get_logger, It will initialize CUDA, causing TurboMind to fail the second CUDA initialization.
2.Standardize the logger for all lmdeploy.

Modification

1. modify the get_logger at lmdeploy/utils.py
2. change

from transformers import logging
logger = logging.get_logger("name")

### and

import logging
logger = logging.getLogger("name")

### to

from lmdeploy.utils import get_logger
logger = get_logger("name")

3.change get_logger implement

def get_logger(
    name: Optional[str] = None,
    log_file: Optional[str] = None,
    log_level: int = logging.INFO,
    file_mode: str = 'w',
    log_formatter: str = '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
) -> Logger:

I add the log_formatter that it can easily change the format for the instance.

BC-breaking (Optional)

no

Use cases (Optional)

We can use the get_logger like

from lmdeploy.utils import get_logger
## just make a logger
logger = get_logger("name")
## change log level
logger = get_logger("name", log_level=xxx)
## save log
logger = get_logger("name", log_file="xx", file_mode="xx")
## change format
logger = get_logger("name", log_formatter="xxx")

Checklist

1. Pre-commit or other linting tools are used to fix the potential lint issues.
2. The modification is covered by complete unit tests. If not, please add more unit tests to ensure the correctness.
3. If the modification has a dependency on downstream projects of a newer version, this PR should be tested with all supported versions of downstream projects.
4. The documentation has been modified accordingly, like docstring or example tutorials.

[irexyc]

搜了一下，还有一些文件用到了import logging，不如索性都改成 get_logger

[yinfan98]

@irexyc Sure, I will check that

[yinfan98]

@irexyc Hi, I change the logging to get_logger in turbomind.py, and the reason some files require the use of import logging is because there is a need to set the level.

[RunningLeon]

LGTM

[lvhan028]

Today, we are going to release v0.2.2. Let's put this PR to next version v0.2.3

[yinfan98]

@lvhan028 Sure