Product Information

NVIDIA Earth-2 NEWS DETAIL

Current Position:Home > News and Insights
News and technical insightsNews and Insights ITZKXY enterprise networking and AI infrastructure support2024-12-18

Surface is a networking product designed for enterprise and data center networking.

SSI is a networking product designed for enterprise and data center networking.

This product category is a NVIDIA networking product designed for AI clusters.

FourCastNet is a NVIDIA networking product designed for enterprise and data center networking.


Animation of a global surface solar irradiance forecast.

This product category is a NVIDIA networking product designed for enterprise and data center networking. 

This product category is a NVIDIA networking product designed for enterprise and data center networking.

NVIDIA AI Earth-2 blueprint for

Earth-2 is a NVIDIA networking product designed for AI clusters.

This product category is a NVIDIA networking product designed for AI clusters.

Earth-2 workflow for SSI forecasting, including icons labeled IFS analysis, atmospheric state, forecast model, diagnostic model, surface solar irradiance, downstream process, and user.

SSI is a networking product designed for enterprise and data center networking.

AI

This product category is a NVIDIA networking product designed for AI clusters.

Earth-2 is a networking product designed for enterprise and data center networking.

SSI is a networking product designed for enterprise and data center networking. 

Diagram of the NVIDIA Modulus pipeline for diagnostic models training, including ERA5 / SARAH3, atmospheric state, diagnostic model, target, predicted SSI, and Modulus trainer.

NVIDIA Earth-2Studio

Earth-2 is a NVIDIA module designed for AI clusters.

Earth2Studio is a NVIDIA networking product designed for enterprise and data center networking.

Earth-2 is a networking product designed for enterprise and data center networking.

Diagram showing the NVIDIA AI Earth2Studio inference blueprint including access to a model registry for defining the diagnostic and prognostic models.

Earth2Studio runs

Earth2Studio is a NVIDIA storage product designed for storage networks.

from earth2studio.data import IFS

from earth2studio.io import ZarrBackend

from earth2studio.models.px import SFNO

from earth2studio.models.dx import SolarRadiationAFNO

 

# Load the SFNO model package, including the model weights, from NGC

model = SFNO.load_model(SFNO.load_default_package())

 

# Load the Solar Radiation model package, including the model weights, from NGC

diagnostic_model = SolarRadiationAFNO.load_model(SolarRadiationAFNO.load_default_package()))

 

# Use the GFS analysis as the data source

data = GFS()

 

# Use a Zarr archive to store the outputs

io = ZarrBackend(file_name="solar_irradiance_prediction.zarr”)

 

nsteps = 8 # the number of 6-hour time steps

 

# Run the SSI global forecast

io = run.diagnostic(

        ["2024-06-01"], # start the forecast on 01 June 2024, 00:00 UTC

nsteps,

prognostic_model,

diagnostic_model,

data,

io

)

 

Earth2Studio is a NVIDIA networking product designed for AI clusters, enterprise networks.

Animation showing an SSI forecast mapped on a 3D representation of the Earth.

Product Information

Earth-2 is a NVIDIA networking product designed for enterprise and data center networking.

Earth-2 is a NVIDIA networking product designed for enterprise and data center networking.


com is a NVIDIA networking product designed for enterprise and data center networking.