Can you provide some more information to assist with diagnosing the problem -
- ArcGIS Pro version & how you installed the deep learning components
- Screenshot of the Messages in the geoprocessing output (it's down the bottom)
- Information on the input raster you are using - Type, Bands, Bits per Pixel, Columns, Rows, Coordinate System etc.