support mmrazor

[LKJacky]

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.

Modification

We add a new Codebase to support mmrazor. Besides, we modify build_task_processor to detect mmrazor config.

[CLAassistant]

Thank you for your submission! We really appreciate it. Like many open source projects, we ask that you sign our Contributor License Agreement before we can accept your contribution.

---

liukai seems not to be a GitHub user. You need a GitHub account to be able to sign the CLA. If you have already a GitHub account, please add the email address used for this commit to your account.
_{You have signed the CLA already but the status is still pending? Let us recheck it.}

[lvhan028]

Hi, @LKJacky Could you share a test example?

[LKJacky]

Please install mmrazor form https://github.com/LKJacky/mmrazor/tree/core)](https://github.com/LKJacky/mmrazor/tree/core

Then, run ./projects/group_fisher/configs/mmcls/vgg/deploy.sh

[grimoire]

Where is ./work_dirs/vgg_group_fisher_finetune/best_accuracy/top1_epoch_142.pth

[LKJacky]

@grimoire It is in my disk. You can use any checkpoint as it is able to run no matter whether a right checkpoint loaded.

[grimoire]

LGTM

[irexyc]

Hi @LKJacky
where is ./projects/group_fisher/configs/mmcls/vgg/deploy.sh

[LKJacky]

@irexyc This file had been removed. Please pull dev-1.x branch of mmrazor, and run following commands to test this pr.

razor_config=configs/pruning/mmcls/group_fisher/mobilenet/group_fisher_act_deploy_mobilenet-v2_8xb32_in1k.py
deploy_config=mmdeploy/configs/mmcls/classification_onnxruntime_dynamic.py

python mmdeploy/tools/deploy.py $deploy_config \
    $razor_config \
    https://download.openmmlab.com/mmrazor/v1/pruning/group_fisher/mobilenet/act/group_fisher_act_finetune_mobilenet-v2_8xb32_in1k.pth \
    mmdeploy/tests/data/tiger.jpeg \
    --work-dir ./work_dirs/mmdeploy

python mmdeploy/tools/profiler.py $deploy_config \
    $razor_config \
    mmdeploy/demo/resources \
    --model ./work_dirs/mmdeploy/end2end.onnx \
    --shape 224x224 \
    --device cpu \
    --num-iter 1000 \
    --warmup 100