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1aeffbb | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 | {
"model_name": "GLONET",
"model_type": "glonet",
"architectures": [
"GLONET"
],
"framework": "PyTorch",
"domain": "ocean",
"task": "global-ocean-forecasting",
"implementation": {
"entry_point": "model/glonet.py",
"scope": "two-branch FNO/CNN reference implementation"
},
"architecture": {
"family": "Fourier neural operator with convolutional branch",
"grid_shape": [
16,
32
],
"input_steps": 2,
"input_channels_per_step": 34,
"input_channels": 68,
"output_channels": 34,
"hidden_channels": 32,
"spectral_modes": [
6,
8
],
"spectral_layers": 4,
"activation": "GELU"
},
"data": {
"dataset": "GLORYS12",
"time_step_days": 1,
"output_steps": 4,
"protocol": "synthetic_glorys12_shape"
},
"configuration_sources": [
"conf/config.yaml",
"model/glonet.py",
"scripts/data_loader.py"
]
}
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