[test] added timm models to test model zoo

[FrankLeeeee]

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part of efforts for #3049

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This PR added the model zoo for testing and documented the specifications. As a simple test, I have transformed the tracer testing on TIMM models so that it uses the latest kit.

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[1SAA]

Hi @FrankLeeeee

Could you use this model list instead? It seems it has more models. They are used by @super-dainiu in the latest testing code.

        tmm.beit_base_patch16_224,
        tmm.beitv2_base_patch16_224,
        tmm.cait_s24_224,
        tmm.coat_lite_mini,
        tmm.convit_base,
        tmm.deit3_base_patch16_224,
        tmm.dm_nfnet_f0,
        tmm.eca_nfnet_l0,
        tmm.efficientformer_l1,
        tmm.ese_vovnet19b_dw,
        tmm.gmixer_12_224,
        tmm.gmlp_b16_224,
        tmm.hardcorenas_a,
        tmm.hrnet_w18_small,
        tmm.inception_v3,
        tmm.mixer_b16_224,
        tmm.nf_ecaresnet101,
        tmm.nf_regnet_b0,
        tmm.regnetv_040,
        tmm.skresnet18,
        tmm.swin_base_patch4_window7_224,
        tmm.tnt_b_patch16_224,
        tmm.vgg11,
        tmm.vit_base_patch16_18x2_224,
        tmm.wide_resnet50_2,

[github-actions]

The code coverage for the changed files is 95%.

Click me to view the complete report

Name                                                           Stmts   Miss  Cover
----------------------------------------------------------------------------------
tests/kit/__init__.py                                              0      0   100%
tests/kit/model_zoo/__init__.py                                    3      0   100%
tests/kit/model_zoo/registry.py                                   16      0   100%
tests/kit/model_zoo/timm/__init__.py                               1      0   100%
tests/kit/model_zoo/timm/timm.py                                  18      0   100%
tests/test_fx/test_tracer/test_timm_model/test_timm_model.py      27      3    89%
----------------------------------------------------------------------------------
TOTAL                                                             65      3    95%

[FrankLeeeee]

Hi @FrankLeeeee

Could you use this model list instead? It seems it has more models. They used by @super-dainiu in the latest testing code.

        tmm.beit_base_patch16_224,
        tmm.beitv2_base_patch16_224,
        tmm.cait_s24_224,
        tmm.coat_lite_mini,
        tmm.convit_base,
        tmm.deit3_base_patch16_224,
        tmm.dm_nfnet_f0,
        tmm.eca_nfnet_l0,
        tmm.efficientformer_l1,
        tmm.ese_vovnet19b_dw,
        tmm.gmixer_12_224,
        tmm.gmlp_b16_224,
        tmm.hardcorenas_a,
        tmm.hrnet_w18_small,
        tmm.inception_v3,
        tmm.mixer_b16_224,
        tmm.nf_ecaresnet101,
        tmm.nf_regnet_b0,
        tmm.regnetv_040,
        tmm.skresnet18,
        tmm.swin_base_patch4_window7_224,
        tmm.tnt_b_patch16_224,
        tmm.vgg11,
        tmm.vit_base_patch16_18x2_224,
        tmm.wide_resnet50_2,

Ok cool.

[github-actions]

The code coverage for the changed files is 95%.

Click me to view the complete report

Name                                                           Stmts   Miss  Cover
----------------------------------------------------------------------------------
tests/kit/__init__.py                                              0      0   100%
tests/kit/model_zoo/__init__.py                                    3      0   100%
tests/kit/model_zoo/registry.py                                   16      0   100%
tests/kit/model_zoo/timm/__init__.py                               1      0   100%
tests/kit/model_zoo/timm/timm.py                                  18      0   100%
tests/test_fx/test_tracer/test_timm_model/test_timm_model.py      27      3    89%
----------------------------------------------------------------------------------
TOTAL                                                             65      3    95%

[github-actions]

The code coverage for the changed files is 99%.

Click me to view the complete report

Name                                                           Stmts   Miss  Cover
----------------------------------------------------------------------------------
tests/kit/__init__.py                                              0      0   100%
tests/kit/model_zoo/__init__.py                                    3      0   100%
tests/kit/model_zoo/registry.py                                   16      0   100%
tests/kit/model_zoo/timm/__init__.py                               1      0   100%
tests/kit/model_zoo/timm/timm.py                                  39      0   100%
tests/test_fx/test_tracer/test_timm_model/test_timm_model.py      32      1    97%
----------------------------------------------------------------------------------
TOTAL                                                             91      1    99%

[github-actions]

The code coverage for the changed files is 99%.

Click me to view the complete report

Name                                                           Stmts   Miss  Cover
----------------------------------------------------------------------------------
tests/kit/__init__.py                                              0      0   100%
tests/kit/model_zoo/__init__.py                                    3      0   100%
tests/kit/model_zoo/registry.py                                   16      0   100%
tests/kit/model_zoo/timm/__init__.py                               1      0   100%
tests/kit/model_zoo/timm/timm.py                                  39      0   100%
tests/test_fx/test_tracer/test_timm_model/test_timm_model.py      32      1    97%
----------------------------------------------------------------------------------
TOTAL                                                             91      1    99%