| { | |
| "dataset": "TinyImageNet200", | |
| "data_path": "/home/data10T/data/public/tiny-imagenet-200", | |
| "type": "EI-SNN", | |
| "arch": "ResNet", | |
| "num_layers": 18, | |
| "T": 4, | |
| "ei_ratio": 4, | |
| "zero_init_residual": false, | |
| "neuron": { | |
| "tau": 2.0 | |
| }, | |
| "epochs": 300, | |
| "warmup_epochs": 10, | |
| "batch_size": 128, | |
| "init_learning_rate": 0.001, | |
| "learning_rate": 0.003, | |
| "optimizer": "SGD", | |
| "momentum": 0.9, | |
| "weight_decay": 0.0005, | |
| "scheduler": "CosALR", | |
| "loss": "CE", | |
| "output_dir": "/home/data4T1/lpy/DeepEISNN/logs/EI-SNN" | |
| } |