31 lines
667 B
YAML
31 lines
667 B
YAML
# configs/train_3photon.yaml
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experiment:
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name: "3photon_12keV"
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data:
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sample_folder: "/home/xie_x1/MLXID/DeepLearning/PileupSample"
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energy: 12 ### in keV
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batch_size_train: 4096
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batch_size_val: 1024
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batch_size_test: 1024
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num_workers: 32
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train_file_range: [0, 12]
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val_file_range: [13, 14]
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test_file_range: [15, 15]
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sample_ratio: 1.0
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n_size: 9 ### size of sub-images containing 3 photons
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model:
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version: "260529"
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training:
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epochs: 1000
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learning_rate: 1.0e-3
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weight_decay: 1.0e-4
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scheduler_factor: 0.7
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scheduler_patience: 5
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checkpoint_epochs: [10, 30, 50, 100, 150, 300, 500, 1000]
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loss:
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type: "three_point_set_loss_smooth_l1" |