Image Feature Extraction
defm

Add root config.json (architecture of every variant) for download counting

#2
by manthanhp - opened
Files changed (1) hide show
  1. config.json +90 -0
config.json ADDED
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+ {
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+ "model_type": "defm",
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+ "library_name": "defm",
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+ "variants": {
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+ "defm_efficientnet_b0": {
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+ "arch": "efficientnet_b0",
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+ "out_channels": 64
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+ },
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+ "defm_efficientnet_b2": {
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+ "arch": "efficientnet_b2",
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+ "out_channels": 128
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+ },
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+ "defm_efficientnet_b4": {
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+ "arch": "efficientnet_b4",
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+ "out_channels": 256
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+ },
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+ "defm_efficientnet_b6": {
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+ "arch": "efficientnet_b6",
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+ "out_channels": 256
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+ },
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+ "defm_regnet_y_1_6gf": {
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+ "arch": "regnet_y_1_6gf",
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+ "out_channels": 256
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+ },
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+ "defm_regnet_y_400mf": {
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+ "arch": "regnet_y_400mf",
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+ "out_channels": 64
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+ },
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+ "defm_regnet_y_800mf": {
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+ "arch": "regnet_y_800mf",
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+ "out_channels": 128
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+ },
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+ "defm_resnet18": {
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+ "arch": "resnet18",
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+ "out_channels": 128
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+ },
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+ "defm_resnet34": {
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+ "arch": "resnet34",
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+ "out_channels": 256
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+ },
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+ "defm_resnet50": {
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+ "arch": "resnet50",
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+ "out_channels": 256
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+ },
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+ "defm_vit_l14": {
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+ "arch": "vit_large",
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+ "patch_size": 14,
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+ "in_chans": 3,
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+ "layerscale": 1e-05,
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+ "ffn_layer": "swiglufused",
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+ "block_chunks": 4,
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+ "qkv_bias": true,
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+ "proj_bias": true,
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+ "ffn_bias": true,
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+ "num_register_tokens": 0,
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+ "interpolate_antialias": false,
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+ "interpolate_offset": 0.1,
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+ "global_crops_size": 224
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+ },
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+ "defm_vit_s14": {
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+ "arch": "vit_small",
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+ "patch_size": 14,
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+ "in_chans": 3,
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+ "layerscale": 1e-05,
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+ "ffn_layer": "swiglufused",
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+ "block_chunks": 4,
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+ "qkv_bias": true,
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+ "proj_bias": true,
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+ "ffn_bias": true,
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+ "num_register_tokens": 0,
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+ "interpolate_antialias": false,
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+ "interpolate_offset": 0.1,
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+ "global_crops_size": 224
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+ }
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+ },
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+ "weights": {
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+ "defm_efficientnet_b0": "defm_efficientnet_b0.pth",
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+ "defm_efficientnet_b2": "defm_efficientnet_b2.pth",
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+ "defm_efficientnet_b4": "defm_efficientnet_b4.pth",
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+ "defm_efficientnet_b6": "defm_efficientnet_b6.pth",
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+ "defm_regnet_y_1_6gf": "defm_regnet_y_1_6gf.pth",
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+ "defm_regnet_y_400mf": "defm_regnet_y_400mf.pth",
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+ "defm_regnet_y_800mf": "defm_regnet_y_800mf.pth",
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+ "defm_resnet18": "defm_resnet18.pth",
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+ "defm_resnet34": "defm_resnet34.pth",
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+ "defm_resnet50": "defm_resnet50.pth",
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+ "defm_vit_l14": "defm_vit_l14.pth",
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+ "defm_vit_s14": "defm_vit_s14.pth"
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+ }
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+ }