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03573b6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 | {
"model_name": "PrecipitationSRCNN",
"model_type": "precipitation_srcnn",
"architectures": [
"PrecipitationSRCNN"
],
"framework": "PyTorch",
"domain": "weather",
"task": "daily precipitation statistical downscaling",
"implementation": {
"entry_point": "model/precipitationsrcnn.py",
"scope": "Core-method and full-data-dimension reduced-scale end-to-end engineering reproduction",
"train_script": "scripts/train.py",
"inference_script": "scripts/inference.py",
"evaluation_script": "scripts/result.py",
"synthetic_data_script": "scripts/fake_data.py"
},
"architecture": {
"input_shape": ["B", 2, 216, 488],
"output_shape": ["B", 1, 216, 488],
"paper_hidden_channels": [64, 32],
"kernels": [9, 1, 5]
},
"data": {
"format_version": "precipitation_srcnn_v1",
"input_variables": ["precipitation", "elevation"],
"target_variable": "daily precipitation",
"target_grid": [216, 488],
"unit": "mm/day"
},
"configuration_sources": [
"conf/config.yaml",
"model/precipitationsrcnn.py",
"scripts/fake_data.py",
"scripts/train.py",
"scripts/inference.py",
"scripts/result.py"
]
}
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