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RDA_scalemae_pretrained_full_unadjusted.yaml ADDED
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+ name: "RDA_UperNet_PretrainTrain_CCE_Full"
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+ model: "UperNetVit"
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+ task: "RDA"
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+ masking_strategy_parameters:
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+ road_width_pixels: 40
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+ train_location_strategy: "grid"
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+ train_location_parameters:
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+ sample_generator_process_pool_size: 6
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+ adjustment_buffer_distance_px: 326
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+ train_presentation_strategy: "weighted"
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+ train_presentation_strategy_parameters:
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+ length: 4000
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+ expected_class_balances:
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+ Not Able To Determine: 1
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+ Partial Flooding: 1
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+ Partial Obstruction: 1
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+ Partial Road Condition: 1
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+ Particulate Partial: 1
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+ Particulate Total: 1
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+ Road Line: 1
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+ Total Destruction: 1
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+ Total Flooding: 1
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+ Total Obstruction: 1
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+ balance_monitor: "pixel"
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+ tile_y: 1024
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+ mask_x: 1024
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+ mask_y: 1024
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+ backend: "auto"
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+ Partial Obstruction: 45
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+ Partial Road Condition: 45
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+ normalization: "vit"
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+ encoder_parameters:
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+ vit_model: vit_large_patch16
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+ n_layers: 24
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+ drop_path_rate: 0.1
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+ dropout: 0.0
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+ global_pool: False