新增config.json文件
Browse files- config.json +75 -0
config.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_name": "GenCast",
|
| 3 |
+
"model_type": "gencast",
|
| 4 |
+
"architectures": [
|
| 5 |
+
"GenCast"
|
| 6 |
+
],
|
| 7 |
+
"framework": "JAX with Haiku",
|
| 8 |
+
"domain": "atmosphere",
|
| 9 |
+
"task": "probabilistic-global-weather-forecasting",
|
| 10 |
+
"implementation": {
|
| 11 |
+
"entry_point": "model/gencast.py",
|
| 12 |
+
"scope": "official-equivalent model API with a configurable mini random-initialization profile"
|
| 13 |
+
},
|
| 14 |
+
"architecture": {
|
| 15 |
+
"family": "graph-based denoising diffusion model",
|
| 16 |
+
"mesh_refinement_level": 4,
|
| 17 |
+
"mesh_nodes": 2562,
|
| 18 |
+
"latent_size": 512,
|
| 19 |
+
"mlp_hidden_layers": 1,
|
| 20 |
+
"sparse_transformer_layers": 16,
|
| 21 |
+
"attention_heads": 4,
|
| 22 |
+
"feed_forward_size": 2048,
|
| 23 |
+
"attention_k_hop": 16,
|
| 24 |
+
"attention_type": "triblockdiag_mha"
|
| 25 |
+
},
|
| 26 |
+
"data": {
|
| 27 |
+
"dataset": "ERA5",
|
| 28 |
+
"input_duration_hours": 24,
|
| 29 |
+
"forecast_step_hours": 12,
|
| 30 |
+
"target_channels": 84,
|
| 31 |
+
"pressure_levels_hpa": [
|
| 32 |
+
50,
|
| 33 |
+
100,
|
| 34 |
+
150,
|
| 35 |
+
200,
|
| 36 |
+
250,
|
| 37 |
+
300,
|
| 38 |
+
400,
|
| 39 |
+
500,
|
| 40 |
+
600,
|
| 41 |
+
700,
|
| 42 |
+
850,
|
| 43 |
+
925,
|
| 44 |
+
1000
|
| 45 |
+
],
|
| 46 |
+
"pressure_level_variables": [
|
| 47 |
+
"geopotential",
|
| 48 |
+
"specific_humidity",
|
| 49 |
+
"temperature",
|
| 50 |
+
"u_component_of_wind",
|
| 51 |
+
"v_component_of_wind",
|
| 52 |
+
"vertical_velocity"
|
| 53 |
+
],
|
| 54 |
+
"surface_target_variables": [
|
| 55 |
+
"2m_temperature",
|
| 56 |
+
"10m_u_component_of_wind",
|
| 57 |
+
"10m_v_component_of_wind",
|
| 58 |
+
"mean_sea_level_pressure",
|
| 59 |
+
"sea_surface_temperature",
|
| 60 |
+
"total_precipitation_12hr"
|
| 61 |
+
]
|
| 62 |
+
},
|
| 63 |
+
"sampling": {
|
| 64 |
+
"noise_levels": 20,
|
| 65 |
+
"minimum_noise_level": 0.03,
|
| 66 |
+
"maximum_noise_level": 80.0,
|
| 67 |
+
"rho": 7.0
|
| 68 |
+
},
|
| 69 |
+
"configuration_sources": [
|
| 70 |
+
"conf/config.yaml",
|
| 71 |
+
"model/gencast.py",
|
| 72 |
+
"model/graphcast/gencast.py",
|
| 73 |
+
"model/data_loader.py"
|
| 74 |
+
]
|
| 75 |
+
}
|