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41 lines
760 B
41 lines
760 B
---
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experiment_desc: Stripformer_gopro
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train:
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files_a: ./datasets/GoPro/train/blur/**/*.png
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files_b: ./datasets/GoPro/train/sharp/**/*.png
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size: &SIZE 512
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crop: random
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preload: &PRELOAD false
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preload_size: &PRELOAD_SIZE 0
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bounds: [0, 1]
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scope: geometric
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val:
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files_a: ./datasets/GoPro/test/blur/**/*.png
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files_b: ./datasets/GoPro/test/sharp/**/*.png
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size: *SIZE
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scope: None
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crop: random
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preload: *PRELOAD
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preload_size: *PRELOAD_SIZE
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bounds: [0, 1]
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model:
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g_name: Stripformer
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content_loss: Stripformer_Loss
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num_epochs: 1000
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train_batches_per_epoch: 2103
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val_batches_per_epoch: 1111
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batch_size: 8
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image_size: [512, 512]
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optimizer:
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name: adam
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lr: 0.0001
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scheduler:
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name: cosine
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start_epoch: 50
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min_lr: 0.0000001
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