| project: | |
| name: glonet_reference | |
| seed: 42 | |
| result_dir: ./result/glonet | |
| data: | |
| data_dir: ./data/ | |
| channels: | |
| - temperature_0.49m | |
| - temperature_47m | |
| - temperature_92m | |
| - temperature_155m | |
| - salinity_222m | |
| - salinity_318m | |
| - salinity_380m | |
| - salinity_453m | |
| - salinity_541m | |
| - u_643m | |
| - u_763m | |
| - u_902m | |
| - u_1245m | |
| - u_1684m | |
| - u_2225m | |
| - u_3220m | |
| - u_3597m | |
| - u_3992m | |
| - u_4405m | |
| - u_4833m | |
| - u_5274m | |
| - v_643m | |
| - v_763m | |
| - v_902m | |
| - v_1245m | |
| - v_1684m | |
| - v_2225m | |
| - v_3220m | |
| - v_3597m | |
| - v_3992m | |
| - v_4405m | |
| - v_4833m | |
| - v_5274m | |
| - ssh_surface | |
| grid: [16, 32] | |
| input_steps: 2 | |
| output_steps: 4 | |
| synthetic_samples: 32 | |
| batch_size: 2 | |
| model: | |
| hidden_channels: 32 | |
| modes: [6, 8] | |
| layers: 4 | |
| training: | |
| epochs: 10 | |
| learning_rate: 0.0001 | |
| device: auto | |
| checkpoint_dir: ./data/checkpoints | |
| checkpoint: ./data/checkpoints/model_glonet.pth | |
| pretrain_rollout_steps: 1 | |
| finetune_rollout_steps: 4 | |