| seed: 42 | |
| data: | |
| root: data | |
| protocol: skysense_multires_multitemporal_v2 | |
| train_samples: 2 | |
| test_samples: 1 | |
| hr_size: 224 | |
| s2_size: 64 | |
| s1_size: 64 | |
| num_classes: 6 | |
| hr_channels: 3 | |
| s2_channels: 10 | |
| s1_channels: 2 | |
| hr_timesteps: 1 | |
| s2_timesteps: 20 | |
| s1_timesteps: 10 | |
| model: | |
| embed_dim: 24 | |
| hr_patch_size: 16 | |
| s2_patch_size: 8 | |
| s1_patch_size: 8 | |
| temporal_depth: 1 | |
| temporal_heads: 4 | |
| num_regions: 16 | |
| prototypes_per_region: 4 | |
| train: | |
| epochs: 1 | |
| batch_size: 1 | |
| learning_rate: 0.001 | |
| weight_decay: 0.0001 | |
| alignment_weight: 0.05 | |
| num_workers: 0 | |
| amp: true | |
| runtime: | |
| device: cpu | |
| paths: | |
| checkpoint: result/checkpoints/skysense.pt | |
| training_metrics: result/training/metrics.json | |
| inference_dir: result/output | |
| evaluation_dir: result/evaluation | |