diff --git a/config/inference.yml b/config/inference.yml index 4f385cf..c24c475 100644 --- a/config/inference.yml +++ b/config/inference.yml @@ -1,14 +1,14 @@ model: "hrrr" evidential: True -ML_model_path: "/glade/p/cisl/aiml/ai2es/winter_ptypes/models/evidential_weighted" -input_scaler_file: "input.json" -out_path: "/glade/work/username/ptype_real_time/2023-11-17/" +ML_model_path: "/glade/derecho/scratch/cbecker/evi_model_ptype_050124.keras" +input_scaler_file: "/glade/derecho/scratch/cbecker/evi_scaler.json" +out_path: "/glade/derecho/scratch/username/ptype_real_time/central_region/" drop_input_data: False add_interp_data: True n_processors: 18 # Only used if use_dask=False (dask has its own parameters at bottom of config) use_dask: False save_format: "netcdf" # Supports "zarr" and "netcdf" -extent: [-115, -110, 32, 35] # [min_lon, max_lon, min_lat, max_lat] or "full" +extent: [-108, -89, 36, 48] # [min_lon, max_lon, min_lat, max_lat] or "full" dates: most_recent: True start: "2022-02-03 00:00" # ignore if most_recent is True @@ -20,6 +20,8 @@ forecast_range: end: 18 interval: 1 +ml_atm_varaibles: ['t', 'dpt'] + height_levels: low: 0 high: 5000 @@ -31,22 +33,34 @@ variables: isobaricInhPa: ["t", "u", "v", "r", "gh"] surface: ["orog", "crain", "csnow", "cicep", "cfrzr"] heightAboveGround: ["t2m", "d2m", "u10", "v10"] - product: "awp130pgrb" + kwargs: + product: "awp130pgrb" hrrr: isobaricInhPa: ["t", "u", "v", "dpt", "gh"] - surface: ["orog", "crain", "csnow", "cicep", "cfrzr"] + surface: ["orog", "sp", "crain", "csnow", "cicep", "cfrzr", "tp"] + atmosphere: ["refc"] heightAboveGround: ["t2m", "d2m", "u10", "v10"] - product: "prs" + kwargs: + product: "prs" gfs: isobaricInhPa: [ "t", "u", "v", "q", "gh" ] surface: ["orog", "crain", "csnow", "cicep", "cfrzr"] heightAboveGround: [ "t2m", "d2m", "u10", "v10" ] - product: "pgrb2.0p25" + kwargs: + product: "pgrb2.0p25" nam: isobaricInhPa: [ "t", "u", "v", "dpt", "gh" ] surface: ["orog", "crain", "csnow", "cicep", "cfrzr"] heightAboveGround: [ "t2m", "d2m", "u10", "v10" ] - product: "conusnest.hiresf" + kwargs: + product: "conusnest.hiresf" + gefs: + isobaricInhPa: [ "t", "u", "v", "q", "gh" ] + surface: [ "orog", "crain", "csnow", "cicep", "cfrzr" ] + heightAboveGround: [ "t2m", "d2m", "u10", "v10" ] + kwargs: + product: "wave" + member: "p11" dask_params: PBS: