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train_configs.json
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{
"imagenet_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 5,
"w_str": 0.25
},
"imagenet1k_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 1,
"w_str": 0.25
},
"imagenet21k_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 1,
"w_str": 0.25
},
"imagenet21k_1_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 1,
"w_str": 0.25
},
"imagenet21k_2_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 1,
"w_str": 0.25
},
"make_nonliving26_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 10,
"w_str": 0.25
},
"make_entity13_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 1,
"w_str": 0.25
},
"make_entity30_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 1,
"w_str": 0.25
},
"make_living17_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 1,
"w_str": 0.25
},
"sdogs_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 1,
"w_str": 0.25
},
"caltech101_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 1,
"w_str": 0.25
},
"pet_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.99,
"warm_it": 100,
"conf_threshold": 0.7,
"lr": 1e-5,
"epochs": 60,
"eval_freq": 1,
"w_str": 0.25
},
"sun_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.99,
"warm_it": 500,
"conf_threshold": 0.4,
"lr": 1e-4,
"epochs": 20,
"eval_freq": 2,
"w_str": 0.25
},
"sun2_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.99,
"warm_it": 500,
"conf_threshold": 0.4,
"lr": 1e-4,
"epochs": 20,
"eval_freq": 2,
"w_str": 0.25
},
"cifar100_ViT-B/16": {
"model_patch_size": 16,
"model_ema_decay_init": 0.999,
"warm_it": 500,
"conf_threshold": 0.3,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 2,
"w_str": 0.25
},
"sdogs_ViT-L/14": {
"model_patch_size": 14,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 2e-5,
"epochs": 30,
"eval_freq": 1,
"w_str": 0.25
},
"make_entity13_ViT-L/14": {
"model_patch_size": 14,
"model_ema_decay_init": 0.999,
"warm_it": 2000,
"conf_threshold": 0.5,
"lr": 4e-5,
"epochs": 30,
"eval_freq": 5,
"w_str": 0.25
}
}