[Fix] Fix the torchserve

[marouaneamz]

Modification

after our discussion in #1141 I just changed mmcv to mmengine to mmcls2torchserve.

1. fix torch serve;
2. remove deprecated deploy tools.

[CLAassistant]

All committers have signed the CLA.

[marouaneamz]

@Ezra-Yu In my understanding, the default _scope for the registry will be initialized in the runner. to use inference-mmcls in deploy servers it must be run with runners or hardcoded default_scope.

[Ezra-Yu]

@marouaneamz Some other places also need to be modified.
Can I make some modifications and push it to your branch?

[marouaneamz]

@Ezra-Yu yes of course.

[Ezra-Yu]

@marouaneamz Sorry, I have no permission to push code into your repo. Can you invite me to cooperate with your repo.?
refer to this GitHub doc.

[marouaneamz]

@Ezra-Yu i invite you to my repository can you check it is good

[codecov]

Codecov Report

Base: 0.02% // Head: 89.02% // Increases project coverage by +88.99% 🎉

Coverage data is based on head (ac0586e) compared to base (b8b31e9).
Patch has no changes to coverable lines.

Additional details and impacted files

@@             Coverage Diff              @@
##           dev-1.x    #1143       +/-   ##
============================================
+ Coverage     0.02%   89.02%   +88.99%     
============================================
  Files          121      146       +25     
  Lines         8217    11149     +2932     
  Branches      1368     1771      +403     
============================================
+ Hits             2     9925     +9923     
+ Misses        8215      974     -7241     
- Partials         0      250      +250     

Flag	Coverage Δ
unittests	89.02% <ø> (+88.99%)	⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
mmcls/apis/inference.py	0.00% <0.00%> (ø)
mmcls/datasets/transforms/compose.py
mmcls/models/utils/layer_scale.py	86.66% <0.00%> (ø)
mmcls/models/heads/efficientformer_head.py	93.10% <0.00%> (ø)
mmcls/models/backbones/swin_transformer_v2.py	89.63% <0.00%> (ø)
mmcls/models/heads/arcface_head.py	85.48% <0.00%> (ø)
mmcls/models/retrievers/base.py	100.00% <0.00%> (ø)
mmcls/models/backbones/davit.py	84.94% <0.00%> (ø)
mmcls/evaluation/metrics/voc_multi_label.py	100.00% <0.00%> (ø)
mmcls/engine/optimizers/adan_t.py	10.60% <0.00%> (ø)
... and 136 more

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[OpenMMLab-Assistant005]

Hi @marouaneamz ！First of all, we want to express our gratitude for your significant PR in the MMCls project. Your contribution is highly appreciated, and we are grateful for your efforts in helping improve this open-source project during your personal time. We believe that many developers will benefit from your PR.

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