Upload best_v2.yml
Browse files- best_v2.yml +43 -0
best_v2.yml
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general:
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batch_size: 64
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max_epochs: 25
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binary: True
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use_random_sampler: False
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use_class_weights: True
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model:
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model_type: resnet34
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input_size: [128, 512]
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optimizer_name: adamw
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warmup_epochs: 12
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lr: 0.00023762695665743765
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label_smoothing: 0.11739565855800864
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weight_decay: 0.0005164989055101516
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data:
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train_path: [i4ds/ecallisto_radio_sunburst, i4ds/ecallisto_radio_sunburst]
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train_split: [train, val]
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val_path: i4ds/ecallisto_radio_sunburst
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val_split: test
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test_path: i4ds/ecallisto_radio_sunburst
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test_split: test
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train_label_name: manual_label
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val_label_name: manual_label
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test_label_name: manual_label
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antennas_train: []
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antennas_val: []
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antennas_test: []
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reduce_non_burst: False
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custom_resize: False
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clip_to_range: False
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train_class_to_reduce: 0
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reduction_fraction: 0.2
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use_augmentation: True
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frequency_masking_para: 25
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time_masking_para: 70
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freq_mask_method: random
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time_warp_w: 389
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pred_path: i4ds/ecallisto_radio_sunburst
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pred_split: test
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# https://wandb.ai/vincenzo-timmel/FlareSense-v2/runs/dfpxq6wo/overview
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