cls model,log,config

classification/piip_3branch_sbl_320-160-96_cls_token_augreg.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:0de2d377bc0bc752958bba4db0fbbea6f999859ec0536bec10e5d37e02a01ed3
+size 1955899841

classification/piip_3branch_sbl_320-160-96_cls_token_augreg.py

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+model = dict(
+    backbone=dict(
+        n_points=4,
+        deform_num_heads=16,
+        cffn_ratio=0.25,
+        deform_ratio=0.5,
+        with_cffn=True,
+        interact_attn_type='deform',
+        interaction_drop_path_rate=0.4,
+        separate_head=True,
+        
+        branch1=dict(
+            model_type="augreg",
+            img_size=96,
+            patch_size=16,
+            pretrain_img_size=224,
+            pretrain_patch_size=16,
+            depth=24,
+            embed_dim=1024,
+            num_heads=16,
+            mlp_ratio=4,
+            qkv_bias=True,
+            drop_path_rate=0.4,
+            interaction_indexes=[[0, 1], [2, 3], [4, 5], [6, 7], [8, 9], [10, 11], [12, 13], [14, 15], [16, 17], [18, 19], [20, 21], [22, 23]],
+            use_cls_token=True,
+            use_flash_attn=True,
+            with_cp=True,
+            pretrained="pretrained/L_16-i21k-300ep-lr_0.001-aug_medium1-wd_0.1-do_0.1-sd_0.1--imagenet2012-steps_20k-lr_0.01-res_224.pth",
+        ),
+        
+        branch2=dict(
+            model_type="augreg",
+            img_size=160,
+            patch_size=16,
+            pretrain_img_size=224,
+            pretrain_patch_size=16,
+            depth=12,
+            embed_dim=768,
+            num_heads=12,
+            mlp_ratio=4,
+            qkv_bias=True,
+            drop_path_rate=0.2,
+            interaction_indexes=[[0, 0], [1, 1], [2, 2], [3, 3], [4, 4], [5, 5], [6, 6], [7, 7], [8, 8], [9, 9], [10, 10], [11, 11]],
+            use_cls_token=True,
+            use_flash_attn=True,
+            with_cp=True,
+            pretrained="pretrained/B_16-i21k-300ep-lr_0.001-aug_medium1-wd_0.1-do_0.0-sd_0.0--imagenet2012-steps_20k-lr_0.01-res_224.pth",
+        ),
+        
+        branch3=dict(
+            model_type="augreg",
+            img_size=320,
+            patch_size=16,
+            pretrain_img_size=224,
+            pretrain_patch_size=16,
+            depth=12,
+            embed_dim=384,
+            num_heads=6,
+            mlp_ratio=4,
+            qkv_bias=True,
+            drop_path_rate=0.05,
+            interaction_indexes=[[0, 0], [1, 1], [2, 2], [3, 3], [4, 4], [5, 5], [6, 6], [7, 7], [8, 8], [9, 9], [10, 10], [11, 11]],
+            use_cls_token=True,
+            use_flash_attn=True,
+            with_cp=True,
+            pretrained="pretrained/S_16-i21k-300ep-lr_0.001-aug_light1-wd_0.03-do_0.0-sd_0.0--imagenet2012-steps_20k-lr_0.03-res_224.pth",
+        ),
+    ),
+)

classification/piip_3branch_sbl_320-160-96_cls_token_augreg.txt

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classification/piip_3branch_sbl_384-192-128_cls_token_augreg.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:985c232f0aa4dcf4a597541d03c479f5445bd935b89168ac791ed110e5969f68
+size 1956420033

classification/piip_3branch_sbl_384-192-128_cls_token_augreg.py

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+model = dict(
+    backbone=dict(
+        n_points=4,
+        deform_num_heads=16,
+        cffn_ratio=0.25,
+        deform_ratio=0.5,
+        with_cffn=True,
+        interact_attn_type='deform',
+        interaction_drop_path_rate=0.4,
+        separate_head=True,
+        
+        branch1=dict(
+            model_type="augreg",
+            img_size=128,
+            patch_size=16,
+            pretrain_img_size=224,
+            pretrain_patch_size=16,
+            depth=24,
+            embed_dim=1024,
+            num_heads=16,
+            mlp_ratio=4,
+            qkv_bias=True,
+            drop_path_rate=0.4,
+            interaction_indexes=[[0, 1], [2, 3], [4, 5], [6, 7], [8, 9], [10, 11], [12, 13], [14, 15], [16, 17], [18, 19], [20, 21], [22, 23]],
+            use_cls_token=True,
+            use_flash_attn=True,
+            with_cp=True,
+            pretrained="pretrained/L_16-i21k-300ep-lr_0.001-aug_medium1-wd_0.1-do_0.1-sd_0.1--imagenet2012-steps_20k-lr_0.01-res_224.pth",
+        ),
+        
+        branch2=dict(
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+            patch_size=16,
+            pretrain_img_size=224,
+            pretrain_patch_size=16,
+            depth=12,
+            embed_dim=768,
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+            mlp_ratio=4,
+            qkv_bias=True,
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+            use_cls_token=True,
+            use_flash_attn=True,
+            with_cp=True,
+            pretrained="pretrained/B_16-i21k-300ep-lr_0.001-aug_medium1-wd_0.1-do_0.0-sd_0.0--imagenet2012-steps_20k-lr_0.01-res_224.pth",
+        ),
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+        branch3=dict(
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+            patch_size=16,
+            pretrain_img_size=224,
+            pretrain_patch_size=16,
+            depth=12,
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+            qkv_bias=True,
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+            use_cls_token=True,
+            use_flash_attn=True,
+            with_cp=True,
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+        ),
+    ),
+)

classification/piip_3branch_sbl_384-192-128_cls_token_augreg.txt

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classification/piip_3branch_tsb_368-192-128_cls_token_deit1.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:93a394ed9cc2414f168d605299aecd4140d710549e79167a2f00b7910aebdf64
+size 576800265

classification/piip_3branch_tsb_368-192-128_cls_token_deit1.py

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+model = dict(
+    backbone=dict(
+        n_points=4,
+        deform_num_heads=16,
+        cffn_ratio=0.25,
+        deform_ratio=0.5,
+        with_cffn=True,
+        interact_attn_type='deform',
+        interaction_drop_path_rate=0.4,
+        separate_head=True,
+        
+        branch1=dict(
+            img_size=128,
+            patch_size=16,
+            pretrain_img_size=224,
+            pretrain_patch_size=16,
+            depth=12,
+            embed_dim=768,
+            num_heads=12,
+            mlp_ratio=4,
+            init_scale=1.0,
+            qkv_bias=True,
+            drop_rate=0.0,
+            drop_path_rate=0.2,
+            interaction_indexes=[[0, 0], [1, 1], [2, 2], [3, 3], [4, 4], [5, 5], [6, 6], [7, 7], [8, 8], [9, 9], [10, 10], [11, 11]],
+            use_cls_token=True,
+            use_flash_attn=True,
+            with_cp=True,
+            pretrained="pretrained/deit_base_patch16_224-b5f2ef4d.pth",
+        ),
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+        branch2=dict(
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+            patch_size=16,
+            pretrain_img_size=224,
+            pretrain_patch_size=16,
+            depth=12,
+            embed_dim=384,
+            num_heads=6,
+            mlp_ratio=4,
+            init_scale=1.0,
+            qkv_bias=True,
+            drop_rate=0.0,
+            drop_path_rate=0.05,
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+            use_cls_token=True,
+            use_flash_attn=True,
+            with_cp=True,
+            pretrained="pretrained/deit_small_patch16_224-cd65a155.pth",
+        ),
+        
+        branch3=dict(
+            img_size=368,
+            patch_size=16,
+            pretrain_img_size=224,
+            pretrain_patch_size=16,
+            depth=12,
+            embed_dim=192,
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+            mlp_ratio=4,
+            init_scale=1.0,
+            qkv_bias=True,
+            drop_rate=0.0,
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+            interaction_indexes=[[0, 0], [1, 1], [2, 2], [3, 3], [4, 4], [5, 5], [6, 6], [7, 7], [8, 8], [9, 9], [10, 10], [11, 11]],
+            use_cls_token=True,
+            use_flash_attn=True,
+            with_cp=True,
+            pretrained="pretrained/deit_tiny_patch16_224-a1311bcf.pth",
+        ),
+    ),
+)

classification/piip_3branch_tsb_368-192-128_cls_token_deit1.txt

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