Image Feature Extraction
defm
defm / config.json
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Add root config.json (architecture of every variant) for download counting (#2)
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{
"model_type": "defm",
"library_name": "defm",
"variants": {
"defm_efficientnet_b0": {
"arch": "efficientnet_b0",
"out_channels": 64
},
"defm_efficientnet_b2": {
"arch": "efficientnet_b2",
"out_channels": 128
},
"defm_efficientnet_b4": {
"arch": "efficientnet_b4",
"out_channels": 256
},
"defm_efficientnet_b6": {
"arch": "efficientnet_b6",
"out_channels": 256
},
"defm_regnet_y_1_6gf": {
"arch": "regnet_y_1_6gf",
"out_channels": 256
},
"defm_regnet_y_400mf": {
"arch": "regnet_y_400mf",
"out_channels": 64
},
"defm_regnet_y_800mf": {
"arch": "regnet_y_800mf",
"out_channels": 128
},
"defm_resnet18": {
"arch": "resnet18",
"out_channels": 128
},
"defm_resnet34": {
"arch": "resnet34",
"out_channels": 256
},
"defm_resnet50": {
"arch": "resnet50",
"out_channels": 256
},
"defm_vit_l14": {
"arch": "vit_large",
"patch_size": 14,
"in_chans": 3,
"layerscale": 1e-05,
"ffn_layer": "swiglufused",
"block_chunks": 4,
"qkv_bias": true,
"proj_bias": true,
"ffn_bias": true,
"num_register_tokens": 0,
"interpolate_antialias": false,
"interpolate_offset": 0.1,
"global_crops_size": 224
},
"defm_vit_s14": {
"arch": "vit_small",
"patch_size": 14,
"in_chans": 3,
"layerscale": 1e-05,
"ffn_layer": "swiglufused",
"block_chunks": 4,
"qkv_bias": true,
"proj_bias": true,
"ffn_bias": true,
"num_register_tokens": 0,
"interpolate_antialias": false,
"interpolate_offset": 0.1,
"global_crops_size": 224
}
},
"weights": {
"defm_efficientnet_b0": "defm_efficientnet_b0.pth",
"defm_efficientnet_b2": "defm_efficientnet_b2.pth",
"defm_efficientnet_b4": "defm_efficientnet_b4.pth",
"defm_efficientnet_b6": "defm_efficientnet_b6.pth",
"defm_regnet_y_1_6gf": "defm_regnet_y_1_6gf.pth",
"defm_regnet_y_400mf": "defm_regnet_y_400mf.pth",
"defm_regnet_y_800mf": "defm_regnet_y_800mf.pth",
"defm_resnet18": "defm_resnet18.pth",
"defm_resnet34": "defm_resnet34.pth",
"defm_resnet50": "defm_resnet50.pth",
"defm_vit_l14": "defm_vit_l14.pth",
"defm_vit_s14": "defm_vit_s14.pth"
}
}