| hyperparams = { | |
| "cifar10": { | |
| "num_classes": 10, | |
| "knn_k": 50, | |
| "train_data_ratio": 1.0 | |
| }, | |
| "cifar100": { | |
| "num_classes": 100, | |
| "knn_k": 200, | |
| "train_data_ratio": 1.0 | |
| }, | |
| "imagenet":{ | |
| "num_classes": 1000, | |
| "knn_k": 10, # if using 1% of ImageNet data, use 10 | |
| "train_data_ratio": 0.01 | |
| } | |
| } | |