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model: "hrrr" | ||
evidential: True | ||
output_uncertainties: True | ||
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/cbecker/ptype_real_time/winter_2023_2024/" | ||
drop_input_data: False | ||
add_interp_data: True | ||
n_processors: 60 # 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: [-108, -89, 36, 48] # [min_lon, max_lon, min_lat, max_lat] or "full" | ||
predict_batch_size: 2048 | ||
dates: | ||
most_recent: False | ||
start: "2024-03-01 00:00" # ignore if most_recent is True | ||
end: "2024-04-30 23:00" # ignore if most_recent is True | ||
frequency: "1H" | ||
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forecast_range: | ||
start: 1 | ||
end: 18 | ||
interval: 1 | ||
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ml_atm_varaibles: ['t', 'dpt'] | ||
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height_levels: | ||
low: 0 | ||
high: 5000 | ||
interval: 250 | ||
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variables: | ||
model: | ||
rap: | ||
isobaricInhPa: ["t", "u", "v", "r", "gh"] | ||
surface: ["orog", "crain", "csnow", "cicep", "cfrzr"] | ||
heightAboveGround: ["t2m", "d2m", "u10", "v10"] | ||
kwargs: | ||
product: "awp130pgrb" | ||
hrrr: | ||
isobaricInhPa: ["t", "u", "v", "dpt", "gh"] | ||
surface: ["orog", "sp", "crain", "csnow", "cicep", "cfrzr", "tp"] | ||
atmosphere: ["refc"] | ||
heightAboveGround: ["t2m", "d2m", "u10", "v10"] | ||
kwargs: | ||
product: "prs" | ||
gfs: | ||
isobaricInhPa: [ "t", "u", "v", "q", "gh" ] | ||
surface: ["orog", "crain", "csnow", "cicep", "cfrzr"] | ||
heightAboveGround: [ "t2m", "d2m", "u10", "v10" ] | ||
product: "pgrb2.0p25" | ||
nam: | ||
isobaricInhPa: [ "t", "u", "v", "dpt", "gh" ] | ||
surface: ["orog", "crain", "csnow", "cicep", "cfrzr"] | ||
heightAboveGround: [ "t2m", "d2m", "u10", "v10" ] | ||
product: "conusnest.hiresf" | ||
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dask_params: | ||
PBS: | ||
resource_spec: "select=1:ncpus=12:mem=128GB" | ||
processes: 12 | ||
project: "NAML0001" | ||
n_workers: 1 | ||
queue: "casper" | ||
walltime: "02:00:00" | ||
memory: "1TB" | ||
interface: "ib0" | ||
local_directory: "/glade/work/cbecker/ptype-physical/dask/" | ||
log_directory: "/glade/work/cbecker/ptype-physical/dask_logs/" | ||
n_jobs: 10 |